magnacartafinal


magnacartafinal

1 Pages 1-10

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1.1 Page 1

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❉♦♥ ❇♦s❝♦ ❙t✉❞✐❡s ◆✳ ✶✽
❚❤❡
▼❆●◆❆ ❈❆❘❚❆
♦❢ t❤❡
❙❛❧❡s✐❛♥ ❊❞✉❝❛t✐♦♥❛❧ ❙②st❡♠
❱♦❧✉♠❡ ✶
❘✐❦ ❇✐❡s♠❛♥s✱ ❙❉❇

1.2 Page 2

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✏Pr♦ ♠❛♥✉s❝r✐♣t♦✑ ❡❞✐t✐♦♥
❉♦♥ ❇♦s❝♦ Pr♦✈✐♥❝✐❛❧❛❛t
❋r✳ ●❛②str❛❛t ✶✷✾
❇✲ ✶✶✺✵ ❙✐♥t✲P✐❡t❡rs✲❲♦❧✉✇❡
✷✾ ❏✉♥❡ ✷✵✶✵

1.3 Page 3

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❈♦♥t❡♥ts
✶ P❡❞❛❣♦❣✐❝❛❧ ❛♥❞ ♣❛st♦r❛❧ s✐t✉❛t✐♦♥✱ ✶✽✽✵✲✶✽✽✹✿ ♦✉t❧✐♥❡
✶✷
✶✳✶ ▼❡❡t✐♥❣s ♦❢ ❧♦❝❛❧ ❝❤❛♣t❡r ❛♥❞ ♣❡rs♦♥♥❡❧ ♠❡❡t✐♥❣s ❞✉r✐♥❣ t❤❡ s❝❤♦♦❧ ②❡❛r
✶✽✼✾✲✶✽✽✵ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✶✸
✶✳✷ ❚❤❡ ✜rst✱ ❧♦♥❣ ❛❞❞r❡ss ❜② ❉♦♥ ❇♦s❝♦ ❛t t❤❡ st❛rt ♦❢ t❤❡ ❙❡❝♦♥❞ ●❡♥❡r❛❧
❈❤❛♣t❡r ♦❢ ❙❡♣t❡♠❜❡r✲❖❝t♦❜❡r ✶✽✽✵ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✶✻
✶✳✸ ❚r❛❝❡s ♦❢ t❤❡ ✐♠♣❛❝t ♦❢ t❤❡ ●❡♥❡r❛❧ ❈❤❛♣t❡r ✐♥ t❤❡ r❡♣♦rts ♦❢ t❤❡ ❤♦✉s❡
❝❤❛♣t❡r ♠❡❡t✐♥❣s ❛♥❞ ♠❡❡t✐♥❣s ♦❢ ♣❡rs♦♥♥❡❧ ✐♥ ❱❛❧❞♦❝❝♦ ❢r♦♠ ✶✽✽✵ t✐❧❧ t❤❡
✜rst ✇❡❡❦s ♦❢ ❏❛♥✉❛r② ✶✽✽✹ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✶✾
✶✳✹ ❘❡❝♦♠♠❡♥❞❛t✐♦♥s ♦❢ t❤❡ ❚❤✐r❞ ●❡♥❡r❛❧ ❈❤❛♣t❡r ✐♥ ❙❡♣t❡♠❜❡r ✶✽✽✸ ❛♥❞
❢♦❧❧♦✇✲✉♣ ✐♥ t❤❡ ❖r❛t♦r② ♦❢ ❱❛❧❞♦❝❝♦ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✸✹
✷ ❈♦♠❜✐♥❡❞ ✈❡rs✐♦♥
✹✻
✸ ▼❛♥✉s❝r✐♣t ❛♥❞ t❤❡ ✜rst ❧❛r❣❡ ♣❛rt ♦❢ ♠❛♥✉s❝r✐♣t ❬✸✲✷✺❪
✺✶
✸✳✶ ●❡♥❡r❛❧ ✐♥tr♦❞✉❝t✐♦♥ t♦ ✏t❤❡ ❧♦♥❣✑ ♦r ❝♦♠❜✐♥❡❞ ✈❡rs✐♦♥ ✭♠s✳ ✮❬✸❪ ✳ ✳ ✳ ✳ ✺✶
✸✳✶✳✶ ❚❤❡ ❛❞❞r❡ss✿ ✏▼② ❞❡❛r ❜♦②s ✭♦r s♦♥s✮ ✐♥ ❏❡s✉s ❈❤r✐st✑ ❬✸❪ ✳ ✳ ✳ ✳ ✳ ✺✶
✸✳✶✳✷ ❈♦♥s✐❞❡r❛t✐♦♥s ❛♥❞ s❡♥t✐♠❡♥ts ♦♥ t❤❡ ♦❝❝❛s✐♦♥ ♦❢ t❤❡ ❧♦♥❣ ❧❛st✐♥❣
❛❜s❡♥❝❡ ❢r♦♠ t❤❡ ❖r❛t♦r② ❬✸❪ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✺✹
✸✳✶✳✸ ❊①♣❧❛♥❛t✐♦♥ ❢♦r ❉♦♥ ❇♦s❝♦✬s ♥♦t ✇r✐t✐♥❣ ❡❛r❧✐❡r ❬✸❪ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✺✺
✸✳✶✳✹ ❙❡♥s✐t✐✈❡ ♠♦t✐✈❡s ♣✉s❤✐♥❣ ❤✐♠ t♦ ✇r✐t❡ ②❡t ❜❡❢♦r❡ t❤❡ ❞❡♣❛rt✉r❡ ❢r♦♠
❘♦♠❡ ❬✸❪ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✺✾
✸✳✶✳✺ P❛rt✐❝✉❧❛r ✐♠♣✉❧s❡s✿ ❝❛❧❧ ❢♦r ❛tt❡♥t✐♦♥ ❛♥❞ ♣r❛❝t✐s✐♥❣ ✇❤❛t ❤❡ ❤❛s
t♦ s❛② ❬✸❪ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✻✷
✸✳✷ ❋✐rst ❡①t❡♥s✐✈❡ ♣❛rt ♦❢ t❤❡ ❧♦♥❣ ♦r ❝♦♠❜✐♥❡❞ ✈❡rs✐♦♥ ❡①❝❧✉s✐✈❡❧② ✐♥t❡♥❞❡❞
❢♦r t❤❡ s✉♣❡r✐♦rs✱ t❡❛❝❤❡rs ❛♥❞ ❡❞✉❝❛t♦rs ✐♥ ❱❛❧❞♦❝❝♦ ❬✸✲✷✺❪ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✻✸
✸✳✷✳✶ ■♥tr♦❞✉❝t✐♦♥ t♦ t❤❡ ❞❡s❝r✐♣t✐♦♥ ♦❢ t❤❡ t✇♦ ❝♦♥tr❛st✐♥❣ s❝❡♥❡s ✐♥ t❤❡
♣❧❛②❣r♦✉♥❞ ❞✉r✐♥❣ r❡❝r❡❛t✐♦♥ t✐♠❡ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✻✸
✸✳✷✳✶✳✶ ❘❡♣❡t✐t✐♦♥ ♦❢ t❤❡ ✐❞❡❛ t❤❛t ❤❡ ✐s ✏❛❧✇❛②s✑ t❤✐♥❦✐♥❣ ♦❢ t❤❡♠
❬✸❪ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✻✸
✸✳✷✳✶✳✷ ❍✐s ❡✈❡♥✐♥❣ ♣r❛②❡r✿ ✏❚❤❡ ♣r❛②❡rs ♠② ❣♦♦❞ ♠♦t❤❡r t❛✉❣❤t
♠❡✑ ❬✸✲✹❪ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✻✹
✸✳✷✳✶✳✸ ❙❧❡❡♣✐♥❡ss ♦r ❛❜s❡♥t✲♠✐♥❞❡❞♥❡ss ❞✉r✐♥❣ ♣r❛②❡rs ❬✹❪ ✳ ✳ ✳ ✳ ✻✺
✸✳✷✳✶✳✹ ❚❤❡ ✏s✐❣❤t✑ t❤❛t ❞✐str❛❝t❡❞ ❤✐♠ ❬✹❪ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✻✻
✸✳✷✳✷ ❉❡s❝r✐♣t✐♦♥ ♦❢ t❤❡ r❡❝r❡❛t✐♦♥ ✐♥ t❤❡ ♣❧❛②❣r♦✉♥❞ ❜❡❢♦r❡ ✶✽✼✵ ❬✹✲✻❪ ✳ ✳ ✻✾
✸✳✷✳✷✳✶ ■♥tr♦❞✉❝t✐♦♥ ♦❢ ❱❛❧❢rè ❬✹❪ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✻✾

1.4 Page 4

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✸✳✷✳✷✳✷ ❉❡s❝r✐♣t✐♦♥ ♦❢ t❤❡ ❝❤❡❡r❢✉❧ ❛♥❞ ✈✐❜r❛♥t r❡❝r❡❛t✐♦♥ ✐♥ t❤❡
♣❧❛②❣r♦✉♥❞ ✐♥ t❤❡ ♣❡r✐♦❞ ❜❡❢♦r❡ ✶✽✼✵ ❬✺✲✻❪ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✼✵
✸✳✷✳✷✳✸ ❚❤❡ ✐♠♣r❡ss✐♦♥ t❤❡ r❡❝r❡❛t✐♦♥ ♠❛❞❡ ♦♥ ❉♦♥ ❇♦s❝♦ ❬✻❪ ✳ ✳ ✼✸
✸✳✷✳✷✳✹ ❱❛❧❢rè✬s ❝♦♠♠❡♥t ❢♦❝✉s❡s ♦♥✿ ✏❈❧♦s❡♥❡ss ❬❢❛♠✐❧✐❛r✐t②❪ ❧❡❛❞s
t♦ ❛✛❡❝t✐♦♥ ❛♥❞ ❛✛❡❝t✐♦♥ ❜r✐♥❣s ❝♦♥✜❞❡♥❝❡✳✑ ❬✻❪ ✳ ✳ ✳ ✳ ✳ ✳ ✼✹
✸✳✸ ❚❤❡ r❡❝r❡❛t✐♦♥ ❛❜♦✉t ✶✽✽✹ ✉♥❞❡r ●✳ ❇✉③③❡tt✐✬s ❣✉✐❞❛♥❝❡ ❬✻✲✷✹❪ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✼✾
✸✳✸✳✶ ▼❛❦✐♥❣ ❛❝q✉❛✐♥t❛♥❝❡ ✇✐t❤ ❇✉③③❡tt✐ ❬✻✲✼❪ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✼✾
✸✳✸✳✷ ❉❡s❝r✐♣t✐♦♥ ♦❢ t❤❡ ❧✐st❧❡ss r❡❝r❡❛t✐♦♥ ❢♦❝✉s✐♥❣ ♦♥ t❤❡ ❜♦②s✬ ❜❡❤❛✈✐♦✉r
❬✼✲✾❪ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✽✵
✸✳✸✳✷✳✶ ❆ ❢❡✇ ❜♦②s ♣❧❛②❡❞ ✐♥ ❛ ❝❛r❡❢r❡❡ ✇❛② ❬✏✐♥ ❧✐❣❤t✲❤❡❛rt❡❞ ❥♦②✑ ❪
❬✽❪ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✽✷
✸✳✸✳✷✳✷ ✏◗✉✐t❡ ❛ ♥✉♠❜❡r ♦❢ ♦t❤❡rs✑ ❞✐❞ ♥♦t t❛❦❡ ♣❛rt ✐♥ t❤❡ r❡❝r❡✲
❛t✐♦♥ ❬✽✲✾❪ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✽✷
✸✳✸✳✷✳✸ ❙♦♠❡ ❜♦②s t❛❦❡ ♣❛rt ✐♥ ♣❧❛②✐♥❣ ✐♥ ❛ ❧✐st❧❡ss ✇❛② ❬✾❪ ✳ ✳ ✳ ✳ ✽✺
✸✳✸✳✸ ❆❢t❡rt❤♦✉❣❤ts ✐♥ ❞✐❛❧♦❣✉❡ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✽✺
✸✳✸✳✸✳✶ ❙♦♠❡ ❝♦♥s❡q✉❡♥❝❡s ♦❢ ❧✐st❧❡ss♥❡ss ❛♠♦♥❣ t❤❡ ❜♦②s ❬✶✵✲✶✶❪ ✽✺
✸✳✸✳✸✳✷ ❚❤❡ s❡❝♦♥❞ ♣❛rt ♦❢ t❤❡ ❝♦♠♠❡♥t❛r② ❞❡✈❡❧♦♣s ❛♥ ❛♥s✇❡r
t♦ ❉♦♥ ❇♦s❝♦✬s q✉❡st✐♦♥✿ ✏❇✉t ❤♦✇ ❝❛♥ ✇❡ ❜r✐♥❣ ♠② ❞❡❛r
❜♦②s t♦ ❧✐❢❡ ❛❣❛✐♥❄✑ ❬✶✶❪ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✽✽
✸✳✹ ❚❤❡ s❛♠❡ s❝❡♥❡ ✐♥ t❤❡ ♣❧❛②❣r♦✉♥❞✱ ♥♦✇ ❢♦❝✉s❡❞ ♦♥ t❤❡ ❙❛❧❡s✐❛♥s ✳ ✳ ✳ ✳ ✳ ✳ ✾✹
✸✳✹✳✶ ■♥tr♦❞✉❝t✐♦♥✿ ✉r❣❡♥t r❡q✉❡st ✏t♦ ❧♦♦❦ ❛t t❤❡ ②♦✉♥❣st❡rs ✐♥ r❡❝r❡✲
❛t✐♦♥✑ ❬✶✹❪ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✾✹
✸✳✹✳✷ ❙❤♦rt❝♦♠✐♥❣s ♦❢ ♣r✐❡sts ❛♥❞ ❝❧❡r✐❝s ❛t t❤❡ ❧❡✈❡❧ ♦❢ ❛ss✐st❛♥❝❡✱ t❤❡
❡❞✉❝❛t✐♦♥❛❧ ♣r❡s❡♥❝❡ ✇✐t❤ t❤❡ ②♦✉♥❣st❡rs ❬✶✹✲✶✺❪ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✾✺
✸✳✹✳✸ ❑❡② ❢r❛❣♠❡♥t✿ ❞❡s❝r✐♣t✐♦♥ ♦❢ ✇❤❛t ❤❛s t♦ ❜❡ ✉♥❞❡rst♦♦❞ ❜② ✏❛♠♦r❡✑
❬❛✛❡❝t✐♦♥❛t❡ ❧♦✈❡❪ ❬✶✺✲✶✼❪ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✾✼
✸✳✹✳✹ ■♥s❡rt✐♦♥ ✐♥t❡rr✉♣t✐♥❣ t❤❡ tr❛✐♥ ♦❢ t❤♦✉❣❤t ❬✶✼✲✶✽❪ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✶✵✼
✸✳✹✳✺ ■♥ ❝♦♥t✐♥✉❛t✐♦♥ ♦❢ t❤❡ ❧✐♥❡ ♦❢ t❤♦✉❣❤t ❣♦✐♥❣ ♦♥ ❜❡❢♦r❡ t❤❡ ✐♥s❡rt✐♦♥✱
t❤❡ ❛s♣❡❝t ♦❢ ✏❢❛♠✐❧✐❛r✐t②✑✱ ❛ s❡❝♦♥❞ ❦❡②✇♦r❞✱ ✐s ✇♦r❦❡❞ ♦✉t ❬✶✽❪ ✳ ✳ ✶✷✺
✸✳✹✳✻ ❆❞❞✐t✐♦♥❛❧ ❝♦♥s✐❞❡r❛t✐♦♥s ❛❜♦✉t t❤❡ ❞❡❝❧✐♥❡ ♦❢ t❤❡ ♣r❡✈❡♥t✐✈❡ s②st❡♠
❛♥❞ t❤❡ ♥❡❡❞ t♦ ✐♠♣❧❡♠❡♥t ✐t ❛❣❛✐♥ ❬✷✶✲✷✸❪ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✶✹✼
✸✳✹✳✼ ❈♦♠♣❧❡t✐♦♥ ♦❢ t❤❡ ❝♦♥s✐❞❡r❛t✐♦♥s ♦♥ t❤❡ s❡❝♦♥❞ ❦❡②✇♦r❞ ✏❢❛♠✐❧✐❛r✲
✐t②✑ ❛♥❞ ●✳ ❇✉③③❡tt✐✬s ❡①t❡♥❞❡❞ ❝♦♠♠❡♥t ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✶✺✺
✸✳✺ ❈❧♦s❡ ♦❢ t❤❡ ✜rst ❡①t❡♥s✐✈❡ ♣❛rt ♦❢ t❤❡ ✏❧♦♥❣✑ ♦r ✉♥✐t❡❞ ✈❡rs✐♦♥ ✇❤✐❝❤ ✇❛s
♠❡❛♥t ❢♦r t❤❡ ❛❞✉❧ts ❬✷✹✲✷✺❪ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✶✻✹
✹ ❊ss❡♥t✐❛❧ ❡❧❡♠❡♥ts ♦❢ ❉♦♥ ❇♦s❝♦✬s ❡❞✉❝❛t✐♦♥❛❧ ♠❡t❤♦❞
✶✻✾
✹✳✶ ❈♦♥✜r♠❛t✐♦♥ ♦❢ t❤❡ q✉✐♥t❡ss❡♥t✐❛❧ ❡❧❡♠❡♥ts ♦❢ ❉♦♥ ❇♦s❝♦✬s ✏s②st❡♠✑ ♦r
♠❡t❤♦❞ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✶✼✵
✹✳✶✳✶ ❚❤❡ ♣r✐✈✐❧❡❣❡❞ ♣♦s✐t✐♦♥ ♦❢ t❤❡ r❡❝r❡❛t✐♦♥ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✶✼✵
✹✳✶✳✷ ❈❤❡❡r❢✉❧♥❡ss✱ ✈✐✈❛❝✐t②✱ ❥♦② ❛r❡ ❝♦♥st✐t✉t✐✈❡ ❡❧❡♠❡♥ts ✐♥ t❤❡ Pr❡✈❡♥✲
t✐✈❡ ❙②st❡♠ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✶✼✶
✹✳✶✳✸ ❚❤❡ ❜♦②s✬ ♦❜❡❞✐❡♥❝❡ ✐♥ t❤❡ ♠❡❛♥✐♥❣ ♦❢ ✇✐❧❧✐♥❣ ❝♦✲♦♣❡r❛t✐♦♥ ✐s ❛
❝♦♥❞✐t✐♦♥ s✐♥❡ q✉❛ ♥♦♥ ✐♥ ❡❞✉❝❛t✐♦♥ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✶✼✷

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✹✳✶✳✹ ■♥ ❉♦♥ ❇♦s❝♦✬s ❡❞✉❝❛t✐♦♥❛❧ ♠❡t❤♦❞ t❡❛❝❤❡r✱ ❛ss✐st❛♥t ❛♥❞ s✉♣❡r✐♦r
✹✳✶✳✺
s❤♦✉❧❞ tr② t♦ ❜❡ ✏❛ ❢❛t❤❡r✱ ❛ ❢r✐❡♥❞ ❛♥❞ ❛ ❜r♦t❤❡r✑ ♦❢ t❤❡ ②♦✉♥❣st❡rs✳ ✶✼✷
❈❤r✐st✐❛♥ ❧♦✈❡ ❬❝❛r✐tà ❪✱ t❤❡ ✉♥s❡❧✜s❤ ❛♥❞ ❛r❞❡♥t ❝♦♠♠✐t♠❡♥t ❢♦r
t❤❡ ❜♦②s✬ ❣❡♥❡r❛❧ ✇❡❧❧✲❜❡✐♥❣ ❝♦♥t✐♥✉❡s ❜❡✐♥❣ ❛♥ ✐♠♣♦rt❛♥t ♠❡❛♥s
t♦ ♠❛❦❡ ♦♥❡s❡❧❢ ❧♦✈❡❞ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✶✼✸
✹✳✶✳✻ ❚❤❡ ❙❛❧❡s✐❛♥s ❤❛✈❡ t♦ st❛② ❧♦②❛❧ t♦ t❤❡ ♣r❛❝t✐❝❡ ✭✐♠♣❧❡♠❡♥t❛t✐♦♥✮
♦❢ t❤❡ Pr❡✈❡♥t✐✈❡ ❙②st❡♠ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✶✼✸
✹✳✶✳✼ ▼♦r❛❧ ✐♥t❡❣r✐t② ♦❢ t❤❡ ❡❞✉❝❛t♦r ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✶✼✹
✹✳✷ ❚❤❡ ❡①♣❧✐❝✐t ❞❡♥♦♠✐♥❛t✐♦♥ ❛♥❞ ❡♠♣❤❛s✐s ♦❢ ❡❧❡♠❡♥ts ✇❤✐❝❤ ✇❡r❡ ❧❡ss ♣r❡s❡♥t
✐♥ t❤✐s ✇❛② ♦r ❡✈❡♥ ❛❜s❡♥t ✉♣ t♦ ✶✽✽✹✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✶✼✹
✹✳✷✳✶ ❚r✉st✐♥❣ ❡❛❝❤ ♦t❤❡r ✐s ✐♥❞✐s♣❡♥s❛❜❧❡ ✐♥ ❡❞✉❝❛t✐♦♥ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✶✼✹
✹✳✷✳✷ ❋❛♠✐❧✐❛r✐t② ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✶✼✻
✹✳✷✳✸ ❆✛❡❝t✐✈❡ ❧♦✈❡ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✶✼✼
✹✳✷✳✹ ❘❡❧✐❣✐♦✉s ❢♦✉♥❞❛t✐♦♥ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✶✽✶
✹✳✷✳✺ ❈♦♥❝❧✉s✐♦♥ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✶✽✹

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❆❇❇❘❊❱■❆❚■❖◆❙
❆❙❈ ❆r❝❤✐✈✐♦ ❙❛❧❡s✐❛♥♦ ❈❡♥tr❛❧❡
❊♣✐st♦❧❛r✐♦ ❞✐ s❛♥ ●✐♦✈❛♥♥✐ ❇♦s❝♦✱ ❛ ❝✉r❛ ❞✐ ❊✉❣❡♥✐♦ ❈❡r✐❛✱ ■✲■❱ ✈♦❧✉♠❡s✱ ❚♦r✐♥♦✱
❙❊■ ✶✾✺✺✱ ✶✾✺✻✱ ✶✾✺✽✱ ✶✾✺✾✳
❊ ✭♠✮ ●✳ ❇♦s❝♦✱ ❊♣✐st♦❧❛r✐♦✳ ■♥tr♦❞✉③✐♦♥❡✱ t❡st✐ ❝r✐t✐❝✐ ❡ ♥♦t❡✱ ❛ ❝✉r❛ ❞✐ ❋r❛♥❝❡s❝♦
▼♦tt♦✱ ✺ ✈♦❧✳ ✭✶✽✸✺✲✶✽✼✼✮✱ ❘♦♠❛✱ ▲❆❙ ✶✾✾✶✱ ✶✾✾✻✱ ✶✾✾✾✱ ✷✵✵✸✱ ✷✵✶✸✳
❋❞❇ ❆❙❈✱ ❋♦♥❞♦ ❞♦♥ ❇♦s❝♦✳ ▼✐❝r♦s❝❤❡❞❛t✉r❛ ❡ ❞❡s❝r✐③✐♦♥❡✱ ❘♦♠❛ ✶✾✽✵✳
▼❇ ▼❡♠♦r✐❡ ❇✐♦❣r❛✜❝❤❡ ❞✐ ❉♦♥ ✭❞❡❧ ❜❡❛t♦✳ ✳ ✳ ❞✐ ❙❛♥✮ ●✐♦✈❛♥♥✐ ❇♦s❝♦✱ ❳■❳ ✈♦❧✳✱
✭■✲■❳✿ ●✳❇✳ ▲❡♠♦②♥❡❀ ❳✱ ❆✳ ❆♠❛❞❡✐❀ ❳■✲❳■❳✿ ❊✳ ❈❡r✐❛✮ ✰ ✶ ✈♦❧✳ ■♥❞✐❝❡ ❆♥❛❧✐t✐❝♦ ✭❊✳
❋♦❣❧✐♦✮✱ ❚♦r✐♥♦✱ ❙❊■ ✶✾✾✽✲✶✾✸✾ ✭■♥❞✐❝❡✱ ✶✾✹✾✮✳
❊▼❇ ❚❤❡ ❇✐♦❣r❛♣❤✐❝❛❧ ▼❡♠♦✐rs ♦❢ ❙❛✐♥t ❏♦❤♥ ❇♦s❝♦✱ ❳■❳ ✈♦❧✳✱ ◆❡✇ ❘♦❝❤❡❧❧❡✱ ◆❡✇
❨♦r❦✱ ❙❛❧❡s✐❛♥❛ P✉❜❧✐s❤❡rs✱ ■♥❝✳ ✶✾✻✺✲✷✵✵✸✳
♠s ♠❛♥✉s❝r✐♣t
❖❊ ●✳ ❇♦s❝♦✱ ❖♣❡r❡ ❡❞✐t❡✱ ♣r✐♠❛ s❡r✐❡✿ ▲✐❜r✐ ❡ ♦♣✉s❝♦❧✐ ✭r✐st❛♠♣❛ ❛♥❛st❛t✐❝❛✮✱ ❳❳❳❱■■
✈♦❧✳❀ s❡❝♦♥❞❛ s❡r✐❡✿ ❈♦♥tr✐❜✉t✐ s✉ ❣✐♦r♥❛❧✐ ❡ ♣❡r✐♦❞✐❝✐✱ ■ ✈♦❧✳✱ ❘♦♠❛✱ ▲❆❙ ✶✾✽✷ ❡ s❡qq✳
❘❙❙ ❘✐❝❡r❝❤❡ st♦r✐❝❤❡ ❙❛❧❡s✐❛♥❡✳ ❘❡✈✐st❛ s❡♠❡str❛❧❡ ❞✐ st♦r✐❛ r❡❧✐❣✐♦s❛ ❡ ❝✐✈✐❧❡✱ ❘♦♠❛✱
▲❆❙ ✶✾✽✷✲✷✵✶✷
❬ ❪ t❤❡ ♥✉♠❜❡rs ❜❡t✇❡❡♥ t❤❡s❡ ❜r❛❝❦❡ts r❡❢❡r t♦ t❤❡ ♣❛❣❡s ✐♥ t❤❡ ■t❛❧✐❛♥ ❙✉ss✐❞✐♦ ♦r
❆✉①✐❧✐❛r② ❇♦♦❦❧❡t

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Pr❡❢❛❝❡
✏❉♦ ②♦✉ ❦♥♦✇ ✇❤❛t t❤✐s ♣♦♦r ♦❧❞
♠❛♥✳✳✳ ✇❛♥ts ❢r♦♠ ②♦✉❄ ◆♦t❤✐♥❣
❡❧s❡ t❤❛♥✱ ❞✉❡ ❛❧❧♦✇❛♥❝❡s ❜❡✐♥❣
♠❛❞❡✱ ✇❡ s❤♦✉❧❞ ❣♦ ❜❛❝❦ t♦ t❤❡
❤❛♣♣② ❞❛②s ♦❢ t❤❡ ❖r❛t♦r② ♦❢
♦❧❞✑ ✯
❚❤❡ t❡①t ♥♦✇ ❛✈❛✐❧❛❜❧❡ ♦✛❡rs t❤❡ ❊♥❣❧✐s❤ tr❛♥s❧❛t✐♦♥ ♦❢ t❤❡ ✜rst ✈♦❧✉♠❡ ♦❢ ❛ ❉✉t❝❤
st✉❞② ❝♦♥s✐st✐♥❣ ♦❢ t✇♦ ✈♦❧✉♠❡s✳ ■t ✐s ❡♥t✐t❧❡❞✿ ❚❤❡ ▼❛❣♥❛ ❈❛rt❛ ♦❢ t❤❡ ❙❛❧❡s✐❛♥ ❊❞✉✲
❝❛t✐♦♥❛❧ ❙②st❡♠
❚❤✐s ✜rst ✈♦❧✉♠❡ ❝♦♥t❛✐♥s ✹ ❝❤❛♣t❡rs✿
✶✳ ❚❤❡ ✜rst ❝❤❛♣t❡r ✭✶✮ s❤♦✉❧❞ ❛❝q✉❛✐♥t r❡❛❞❡rs ✇✐t❤ ❝❡rt❛✐♥ ❝✐r❝✉♠st❛♥❝❡s ✐♥ t❤❡
❡①t❡♥s✐✈❡ ❛♥❞ ♠✉❧t✐❢❛❝❡t❡❞ ❛❝t✐✈✐t✐❡s ✐♥ t❤❡ ❱❛❧❞♦❝❝♦ ❖r❛t♦r② ✐♥ t❤❡ ②❡❛rs ✶✽✽✵✲
✶✽✽✹✳
✷✳ ❚❤❡ s❡❝♦♥❞ ❝❤❛♣t❡r ✭✷✮ ♦✛❡rs ❛♥ ✐♥s✐❣❤t ✐♥t♦ ❤♦✇ t❤❡ ✜rst s❡❝t✐♦♥ ♦❢ t❤❡ ❡①t❡♥❞❡❞ ♦r
✬❝♦♠❜✐♥❡❞ ✈❡rs✐♦♥✬ ✭♠❛♥✉s❝r✐♣t ✮ ♠❛② ❤❛✈❡ ❜❡❡♥ ❝♦♥str✉❝t❡❞✳ ❚❤✐s s❡❝t✐♦♥ ♦❢ t❤❡
❧❛r❣❡r ❝❤❛♣t❡r✱ ❛ s♦rt ♦❢ ❝✐r❝✉❧❛r ❧❡tt❡r✱ ✇❛s ♠❡❛♥t ❢♦r t❤❡ ❙❛❧❡s✐❛♥s ✐♥ ❱❛❧❞♦❝❝♦✳✯✯
✸✳ ❚❤❡ ❧♦♥❣❡r t❤✐r❞ ❝❤❛♣t❡r ✭✸✮ ❝♦♥s✐sts ♦❢ t❤❡ ❞✐s❝✉ss✐♦♥ ♦❢ t❤❡ ❝♦♥t❡♥t ♦❢ t❤❡ ✏❝✐r❝✉❧❛r
❧❡tt❡r✑ ✭♠❛♥✉s❝r✐♣ts ❛♥❞ ✮✳
✹✳ ❚❤❡ s❤♦rt ❢♦✉rt❤ ❝❤❛♣t❡r ✭✹✮ ❞r❛✇s ❛tt❡♥t✐♦♥ t♦ t❤❡ ♠❛✐♥ ♣❡❞❛❣♦❣✐❝❛❧ ❛♥❞ ♣❛st♦r❛❧
❝♦♠♣♦♥❡♥ts✳
❚❤❡ ❞❡t❛✐❧❡❞ ❞✐s❝✉ss✐♦♥ ♦❢ t❤❡ t❤✐r❞ ❝❤❛♣t❡r ♣r♦✈✐❞❡s ✐♥❞✐❝❛t✐♦♥s t❤❛t ❞❡♠♦♥str❛t❡ t❤❛t
❋r ●✳❇✳ ▲❡♠♦②♥❡ ❤❛❞ ❜❡❡♥ ✇♦r❦✐♥❣ ♦♥ t❤❡ ✜♥❛❧ ♠❛♥✉s❝r✐♣t ❛t ❞✐✛❡r❡♥t st❛❣❡s ❛♥❞ ✐t
❛❧s♦ r❡✈❡❛❧s ❛ q✉✐t❡ ♣❡rs♦♥❛❧ ❡♠♣❤❛s✐s✳
■♥ t❤❡ s❡❝♦♥❞ ✈♦❧✉♠❡ ■ s❤❛❧❧ ❞✐s❝✉ss t❤❡ ❡①t❡r♥❛❧ ❛♥❞ ✐♥t❡r♥❛❧ ❡❧❡♠❡♥ts s❤♦✇✐♥❣ ❤✐s
❛✉t❤♦rs❤✐♣ ❡✈❡♥ ♠♦r❡ ❝❧❡❛r❧②✳ ❚❤❛t ✐s t❤❡ r❡❛s♦♥ ✇❤② ■ ❝♦♥s✐❞❡r❡❞ ✐t q✉✐t❡ ✉s❡❢✉❧ ❡❛❝❤
t✐♠❡ t♦ s❤♦✇ ❤♦✇ ❝❧♦s❡❧② ❋r ▲❡♠♦②♥❡ ❧✐♥❦s ✉♣ ✇✐t❤ ❡❛r❧✐❡r st❛t❡♠❡♥ts ❛♥❞ ❤❛s ✐♥❝❧✉❞❡❞
❝♦♥✈✐❝t✐♦♥s✱ ♣✐❡❝❡s ♦❢ ❛❞✈✐❝❡ ❛♥❞ ✐♥str✉❝t✐♦♥s ❢r♦♠ ❉♦♥ ❇♦s❝♦ ❤✐♠s❡❧❢✳✯✯✯ ▼♦r❡♦✈❡r✱ ■
❤❛✈❡ tr✐❡❞ t♦ ✐♥❞✐❝❛t❡ ❤♦✇ t❤❡② ❛❧s♦ ❧✐♥❦ ✉♣ ✇✐t❤ st❛t❡♠❡♥ts t❛❦❡♥ ❢r♦♠ ❆✳▼✳ ❚❡♣♣❛ ❛♥❞
❋✳ ❆♣♦rt✐✳
❆t t❤❡ s❛♠❡ t✐♠❡ ■ ❤❛✈❡ s❤♦✇♥ t❤❛t ✐♥ t❤❡ ✜rst ♣❛rt ♦❢ t❤❡ ❡①t❡♥❞❡❞ ♦r ❝♦♠❜✐♥❡❞
✈❡rs✐♦♥✱ ❋r ▲❡♠♦②♥❡ ❤❛s ❝♦♣✐❡❞ ♣❛rts ♦❢ t❤❡ s❛♠❡ ❧❡tt❡r t❤❛t ✇❛s s❡♥t t♦ t❤❡ ❜♦②s ♦♥ ✶✵
▼❛② ✶✽✽✹✳ ❚❤✐s ✐s✱ ❛♠♦♥❣st ♦t❤❡rs✱ t❤❡ ❝❛s❡ ❢♦r t❤❡ ■♥tr♦❞✉❝t✐♦♥ ❛♥❞ t❤❡ ♣❛rt ✇❤✐❝❤ ✐♥
❉✉t❝❤ ✐s ❝❛❧❧❡❞ ✏❚✉ss❡♥st✉❦✑ ❛♥❞ ✐♥ ❊♥❣❧✐s❤ ✏■♥s❡rt✐♦♥✑✳

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❆s ❢❛r ❛s t❤❡ tr❛♥s❧❛t✐♦♥ ✐ts❡❧❢ ✐s ❝♦♥❝❡r♥❡❞✱ ❢♦♦t♥♦t❡s ♦❢t❡♥ r❡❢❡r t♦ ❚❤❡ ❇✐♦❣r❛♣❤✐❝❛❧
▼❡♠♦✐rs ♦❢ ❙❛✐♥t ❏♦❤♥ ❇♦s❝♦✱ t❤❡ ❆♠❡r✐❝❛♥ tr❛♥s❧❛t✐♦♥ ♦❢ t❤❡ ▼❡♠♦r✐❡ ❜✐♦❣r❛✜❝❤❡
❋♦r ♣r❛❝t✐❝❛❧ r❡❛s♦♥s t❤❡ tr❛♥s❧❛t♦r ❤❛s ♥♦t ❛❧✇❛②s ❜❡❡♥ ♣♦ss✐❜❧❡ t♦ ❝♦♣② t❤❡ ❆♠❡r✐❝❛♥
tr❛♥s❧❛t✐♦♥✳ ❚❤❛t ✐s t❤❡ r❡❛s♦♥ ✇❤② ♦♥❡ ✇✐❧❧ ✜♥❞ t❤❡ tr❛♥s❧❛t♦r✬s ♣❡rs♦♥❛❧ tr❛♥s❧❛t✐♦♥ ✐♥
♠♦r❡ t❤❛♥ ♦♥❡ ✐♥st❛♥❝❡✳
■ r❡❛❧✐③❡ t❤❛t ❛♥ ❊♥❣❧✐s❤ tr❛♥s❧❛t✐♦♥ ♦❢ t❤❡ ❉✉t❝❤ s②♥♦♣t✐❝ ✈✐❡✇ ♦❢ t❤❡ ❛❜♦✈❡✲♠❡♥t✐♦♥❡❞
♠❛♥✉s❝r✐♣ts ✇♦✉❧❞ ❢❛❝✐❧✐t❛t❡ t❤❡ r❡❛❞✐♥❣ ♦❢ t❤❡ t❤✐r❞ ❝❤❛♣t❡r ♦❢ t❤✐s ✈♦❧✉♠❡✳ ■t ❤❛s
♥♦t ❜❡❡♥ ❛❜❧❡ t♦ ❜❡ ♣r♦✈✐❞❡❞ ❛s ②❡t✳ ❚❤❛t ✐s ✇❤② ❢♦r t❤❡ ♠♦♠❡♥t ✇❡ ❤❛✈❡ ❛❞❞❡❞ ❛♥
■t❛❧✐❛♥ s②♥♦♣t✐❝ ♣r❡s❡♥t❛t✐♦♥ ❞r❛✇♥ ✉♣ ❜② ❏♦s ❇✐❡s♠❛♥s✱ ❙✳❉✳❇✳✱ t❤♦✉❣❤ t❤❡ ❡①♣❧❛♥t❛♦r②
✐♥tr♦❞✉❝t✐♦♥ t♦ t❤❛t ✐s ✐♥ ❊♥❣❧✐s❤✳
❋♦r t❤❡ ❊♥❣❧✐s❤ tr❛♥s❧❛t✐♦♥ ❛s ❛ ✇❤♦❧❡ ■ ✈❡r② ♠✉❝❤ ❛♣♣r❡❝✐❛t❡ t❤❡ ✇♦r❦ ♦❢ ❏❡❛♥✲▼❛r✐❡
❙❝❤❡♣❡♥s✱ ♣❛st t❡❛❝❤❡r ❛t ❉♦♥ ❇♦s❝♦ ❈♦❧❧❡❣❡ ✐♥ ❩✇✐❥♥❛❛r❞❡ ✭●❤❡♥t✱ ❇❡❧❣✐✉♠✮✳ ❍❡ ✇♦r❦❡❞
♦♥ t❤❡ tr❛♥s❧❛t✐♦♥ ✇✐t❤ ✉♥✢❛❣❣✐♥❣ ❡♥t❤✉s✐❛s♠ ❛♥❞ ✐♥❞❡❢❛t✐❣❛❜❧❡ ❡✛♦rt✳ ▼② s✐♥❝❡r❡ t❤❛♥❦s
✐♥❝❧✉❞❡ ❛❧s♦ t❤❡ ✈❛❧✉❛❜❧❡ ❝♦♥tr✐❜✉t✐♦♥s ♦❢ ●❛st♦♥ ❉❡ ◆❡✈❡✱ ❙✳❉✳❇✳ ❛♥❞ ❏✉❧✐❛♥ ❋♦① ❙✳❉✳❇✱
✇❤♦ r❡✈✐s❡❞ t❤❡ t❡①t ❛♥❞ ♣r❡♣❛r❡❞ ✐t ❢♦r ♣✉❜❧✐❝❛t✐♦♥✱ r❡s♣❡❝t✐✈❡❧②✳
❘✐❦ ❇✐❡s♠❛♥s
❖✉❞✲❍❡✈❡r❧❡❡✱
❉❡❝❡♠❜❡r ✷✵✶✷
❇❡❧❣✐✉♠
❈♦♥st✐t✉t✐♦♥s ❛♥❞ ❘❡❣✉❧❛t✐♦♥s ♦❢ t❤❡ ❙♦❝✐❡t② ♦❢ ❙t ❋r❛♥❝✐s ❞❡ ❙❛❧❡s ✱ ❘♦♠❡✱ ✶✾✾✼✱ ♣✳ ✷✻✸✳ ❚❤❡ ♣❤r❛s❡
✏❢❛tt❡ ❧❡ ❞❡❜✐t❡ ♣r♦♣♦r③✐♦♥✐✑ ❤❛s ♥♦t ❜❡❡♥ tr❛♥s❧❛t❡❞ ✐♥ ❊▼❇ ❳❱■■✱ ♣✳ ✾✸✳
✯✯ ❆s ❢♦r t❤❡ ♥❛♠❡s ✏❧♦♥❣✴❝♦♠❜✐♥❡❞ ✈❡rs✐♦♥✑ ❛♥❞ ♠❛♥✉s❝r✐♣ts ❆✱❇✱❈✱❉✱ ❑ s❡❡ ❇❘❆■❉❖✱ P✳✱ ▲❛
❧❡tt❡r❛ ❞✐ ❞♦♥ ❇♦s❝♦ ❞❛ ❘♦♠❛ ❞❡❧ ✶✵ ▼❛❣❣✐♦ ✶✽✽✹ ✱ ❘♦♠❡✱ ▲❆❙✱ ✶✾✽✹✱ ♣♣✳ ✶✹✲✷✼✳
✯✯✯ ■ ❤❛✈❡ ❛❧s♦ tr✐❡❞ t♦ ❞♦ t❤✐s ✐♥ ❛♥ ❛rt✐❝❧❡ ✇r✐tt❡♥ ❢♦r t❤❡ ♣✉❜❧✐❝❛t✐♦♥ ♦❢ t❤❡ ❉✉t❝❤ tr❛♥s❧❛t✐♦♥ ♦❢
t❤❡ t❡①t ✏❉❡✐ ❝❛st✐❣❤✐ ❞❛ ✐♥✢✐❣❣❡rs✐ ♥❡❧❧❡ ❈❛s❡ ❙❛❧❡s✐❛♥❡✑ ✏❚❤❡ ❯s❡ ♦❢ P✉♥✐s❤♠❡♥ts ✐♥ ❙❛❧❡s✐❛♥ ❍♦✉s❡s✑
✐♥ ❊▼❇ ❳❱■✱ ♣♣✳ ✸✻✽✲✸✼✻✮✳ ❚❤✐s ❛rt✐❝❧❡ ✇❛s ♣✉❜❧✐s❤❡❞ ✐♥ ✏❖✈❡r ❞❡ ❣r❡♥s ✱ ❉♦♥ ❇♦s❝♦✈♦r♠✐♥❣s❝❡♥tr✉♠✱
❖✉❞✲❍❡✈❡r❧❡❡✱ ✷✵✵✺✱ ♣♣✳ ✺✸✲✽✻✳ ❆❧s♦ ✐♥ t❤✐s ❝❛s❡ t❤❡ t❡①t ✇❛s ♥♦t ✇r✐tt❡♥ ❜② ❉♦♥ ❇♦s❝♦✱ ❜✉t ❜② ❋r
●✳❇✳ ❋r❛♥❝❡s✐❛✳ ❙❡❡ P❘❊▲▲❊❩❖✱ ❏✳▼✳✱ ✏❉❡✐ ❝❛st✐❣❤✐✑ ✭✶✽✽✸✮✿ ♣✉♥t✉❛❧✐③③❛③✐♦♥✐ s✉❧❧✬❛✉t♦r❡ ❡ s✉❧❧❡ ❢♦♥t✐
r❡❞❛③✐♦♥❛❧✐ ❞❡❧❧♦ s❝r✐tt♦✱ ❘❙❙✱ ◆✳ ✷ ✭✺✷✮✱ ✷✵✵✽✱ ♣♣✳ ✷✽✼✲✸✵✼✳

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■♥tr♦❞✉❝t✐♦♥
❚❤❡ ❧❡tt❡r ♦❢ ▼❛② ✶✵ ✶✽✽✹ ❛❞❞r❡ss❡❞ t♦ t❤❡ ❜♦②s ✐♥ ❱❛❧❞♦❝❝♦✱ ♣r❡s❡♥t❡❞ ❛♥❞ ❝♦♠♠❡♥t❡❞
❉♦♥ ❇♦s❝♦ ❙t✉❞✐❡s ♦♥ ✐♥ ♥♦✳ ✶✻ ♦❢ t❤❡
✱ ❧✐♥❦❡❞ ✉♣ ✇✐t❤ ❛ ❝❡rt❛✐♥ tr❛❞✐t✐♦♥ ✐♥ ❉♦♥
❇♦s❝♦✬s ♣❛st♦r❛❧ ❛♥❞ ♣❡❞❛❣♦❣✐❝❛❧ ❛❝t✐✈✐t✐❡s✳ ❉♦♥ ❇♦s❝♦ ❤❛❞ ♦❝❝❛s✐♦♥❛❧❧② ✇r✐tt❡♥ ❧❡tt❡rs t♦
❜❡ r❡❛❞ ♦✉t t♦ ②♦✉♥❣ ♣❡♦♣❧❡ ❢r♦♠ t❤❡ ❜❡❣✐♥♥✐♥❣ ♦❢ t❤❡ s✐①t✐❡s ✉♥t✐❧ t❤❡ ❡♥❞ ♦❢ t❤❡ s❡✈❡♥t✐❡s
♦❢ t❤❡ ✶✾t❤ ❝❡♥t✉r②✳ ❍❡ ❞✐s♣❛t❝❤❡❞ s✐♠✐❧❛r ❧❡tt❡rs t♦ ❱❛❧❞♦❝❝♦✱ ▼✐r❛❜❡❧❧♦✱ ▲❛♥③♦✱ ❇♦r❣♦
❙❛♥ ▼❛rt✐♥♦✱ ❱❛❧s❛❧✐❝❡ ❛♥❞ ❛❧s♦ t♦ ❙❛♥ ◆✐❝♦❧❛s ❛♥❞ ❱✐❧❧❛ ❈♦❧ó♥✱ t❤❡ ❤♦✉s❡s ✐♥ ❆r❣❡♥t✐♥❛✱
❛❢t❡r ♠✐ss✐♦♥❛r✐❡s ❤❛❞ ❜❡❡♥ s❡♥t t♦ ❙♦✉t❤ ❆♠❡r✐❝❛ ✐♥ ✶✽✼✺✳ ❆ s✉✐t❛❜❧❡ t✐♠❡ t♦ r❡❛❞ ♦✉t
s✉❝❤ ❛ ❧❡tt❡r ✇❛s ♥♦ ❞♦✉❜t ❛❢t❡r t❤❡ ❜♦②s✬ ❡✈❡♥✐♥❣ ♣r❛②❡r ❞✉r✐♥❣ t❤❡ ❣♦♦❞ ♥✐❣❤t✱ ✇❤✐❝❤
❤❛❞ ❜❡❝♦♠❡ ❛ tr❛❞✐t✐♦♥ ❜② t❤❡♥✳ ❚❡❛❝❤❡rs✱ ❛ss✐st❛♥ts ❛♥❞ s✉♣❡r✐♦rs ❛❧s♦ t♦♦❦ ♣❛rt ✐♥
t❤❡ ❡✈❡♥✐♥❣ ♣r❛②❡r✳ ❚❤❛t ✐s ♣r♦❜❛❜❧② ✇❤② ❛❧❧ ♦❢ t❤❡♠ ❛r❡ s♦♠❡t✐♠❡s ♠❡♥t✐♦♥❡❞ ✐♥ t❤❡
❛❞❞r❡ss✳❙♦ t❤❡ ❧❡tt❡rs t✉r♥❡❞ ♦✉t t♦ ❜❡ ❛❞❞r❡ss❡❞ t♦ ❛❧❧ t❤♦s❡ ✐♥ r❡s✐❞❡♥❝❡✳
❆❢t❡r ❘♦♠❡ ❤❛❞ ❛♣♣r♦✈❡❞ ♦❢ ❉♦♥ ❇♦s❝♦✬s ❙♦❝✐❡t② ♦♥ ▼❛r❝❤ ✶✱ ✶✽✻✾✱ ❉♦♥ ❇♦s❝♦ ❢✉❧❧②
r❡❛❧✐s❡❞ t❤❛t t❤❡ ②♦✉♥❣ ♠❡♠❜❡rs ♦❢ t❤❡ ✐♥❝✐♣✐❡♥t ❈♦♥❣r❡❣❛t✐♦♥ ♥❡❡❞❡❞ ❢♦r♠❛t✐♦♥✳ ❆t t❤❡
s❛♠❡ t✐♠❡ ❤❡ ❛❧r❡❛❞② ❤❛❞ ❛♥ ✐❞❡❛ ❤♦✇ t❤✐s ♥❡❡❞ ❝♦✉❧❞ ❜❡ ♣r♦✈✐❞❡❞ ❢♦r✳ ❚❤✐s ❛♣♣❡❛rs ✐♥
❛ ❧❡tt❡r ♦❢ ✶✺ ❆✉❣✉st ✶✽✻✾✱ ❛ ❢❡✇ ♠♦♥t❤s ❛❢t❡r t❤❡ ♠❡♠♦r❛❜❧❡ ❛♣♣r♦✈❛❧✿
✏▼✉❝❤ ♠♦r❡ ♠✉st ❜❡ s❛✐❞ ♦♥ t❤❡s❡ ♣♦✐♥ts✱ ❛♥❞ t❤✐s ✇✐❧❧ ❜❡ ❞♦♥❡ t❤r♦✉❣❤ ♦t❤❡r ❝✐r❝✉❧❛rs
❛♥❞ ❝♦♥❢❡r❡♥❝❡s ❛♥❞ ❡s♣❡❝✐❛❧❧② ❞✉r✐♥❣ t❤❡ ❢♦rt❤❝♦♠✐♥❣ s♣✐r✐t✉❛❧ r❡tr❡❛t ❛t ❚r♦❢❛r❡❧❧♦✳✑
❍❡ ❞✐❞ ♥♦t ❛♥♥♦✉♥❝❡ t❤✐s r❡tr❡❛t s♦ ❡①♣❧✐❝✐t❧② ✇✐t❤♦✉t ❛ ♣✉r♣♦s❡✳ ❚❤❡ ♥♦t❡s ♦❢ t❤❛t
r❡tr❡❛t ❝❧❡❛r❧② s❤♦✇ ❤♦✇ ❤❡ ❞✐❞ ❤✐s ❧❡✈❡❧ ❜❡st t❤❡r❡✳❍♦✇❡✈❡r t❤❡ ❧❡tt❡rs✱ ✇❤✐❝❤ ❝❛♥ ❜❡
❝❛❧❧❡❞ ❝✐r❝✉❧❛rs✱ ✇❡r❡ ❧♦♥❣ ✐♥ ❝♦♠✐♥❣✳ ❚❤❡ ✜rst ✜✈❡ ♦r ♣❡r❤❛♣s s✐① ❛rr✐✈❡❞ ♦♥❧② ❛❢t❡r ❧♦♥❣
✐♥t❡r✈❛❧s ❜❡t✇❡❡♥ ❏✉♥❡ ✶✽✼✸ ❛♥❞ ❉❡❝❡♠❜❡r ✶✽✼✹✳ ▲❡tt❡rs ✇❡r❡ ❡✈❡♥ ❧❡ss ❢r❡q✉❡♥t ✐♥ t❤❡
❧♦♥❣❡r ♣❡r✐♦❞ ❜❡t✇❡❡♥ ❏❛♥✉❛r② ✶✽✼✺ ❛♥❞ ◆♦✈❡♠❜❡r ✶✽✽✵✳ ❋♦r ❜♦t❤ ♣❡r✐♦❞s t❤❡ ❧❡tt❡rs
✇❡r❡ s❤♦rt✱ ♠❛tt❡r ♦❢ ❢❛❝t ❛♥❞ q✉✐t❡ ❝♦♥❝r❡t❡✱ ✐♥s♣✐r❡❞ ❛♥❞ ✇r✐tt❡♥ ❜② ❛ ♣r❛❝t✐❝❛❧ ♠✐♥❞✳
❍❡ ❛❞❞r❡ss❡❞ ❤✐s ❧❡tt❡rs ✐♥ t❤❡ ✜rst ♣❧❛❝❡ t♦ t❤❡ r❡❝t♦rs✳ ❚❤❡② ✇❡r❡ ❛s❦❡❞ t♦ r❡❛❞ t❤❡♠
♦✉t ❛♥❞ ♠❛❦❡ t❤❡ ❝♦♥t❡♥ts t❤❡ s✉❜❥❡❝ts ♦❢ t❤❡✐r ❝♦♥❢❡r❡♥❝❡s✳
❚❤❡s❡ ❧❡tt❡rs ✜♥❞ t❤❡✐r ♦r✐❣✐♥ ✐♥ t❤❡ ♥❡❡❞ ❢♦r ❣✉✐❞❛♥❝❡ ❛t t❤❡ ❜❡❣✐♥♥✐♥❣s ❛♥❞ ❞❡✈❡❧✲
♦♣♠❡♥t ♦❢ ❛ r❡❧✐❣✐♦✉s ❝♦♥❣r❡❣❛t✐♦♥✳ ■t ❡①♣❧❛✐♥s ✇❤② t❤❡ s✉❜❥❡❝ts ❤❡ ❞❡❛❧t ✇✐t❤ ❛r❡ ♦❢ ❛
r❡❧✐❣✐♦✉s ♥❛t✉r❡✳ ■♥ t❤✐s ✇❛② ❉♦♥ ❇♦s❝♦ ❣❛✈❡ ❛ ♥✉♠❜❡r ♦❢ ❞✐r❡❝t✐✈❡s ✐♥ t❤❡ ✶✽✼✸ ❛♥❞ ✶✽✼✹
❝✐r❝✉❧❛rs ❝♦♥❝❡r♥✐♥❣ ❢r✉❣❛❧✐t②✱ r❡❧✐❣✐♦✉s ❞✐s❝✐♣❧✐♥❡✱ ❛❜✐❞✐♥❣ str✐❝t❧② ❜② t❤❡ ❈♦♥st✐t✉t✐♦♥s✱
❊✭♠✮✱ ✈♦❧✳ q✉❛rt♦✱ ♣✳ ✶✾✹✿ ✏❈❛r♦ ♠✐♦ ❉✳ ❘✉❛ ❡ ❝❛r✐ t✉tt✐ ✈♦✐ ❝❤❡ ❛❜✐t❛t❡ ♥❡❧❧✬❖r❛t♦r✐♦ ❞✐ ❱❛❧❞♦❝❝♦✑
✭✏❉❡❛r ❋r ❘✉❛ ❛♥❞ ❛❧❧ ♦❢ ②♦✉ ✇❤♦ ❧✐✈❡ ✐♥ t❤❡ ❖r❛t♦r② ♦❢ ❱❛❧❞♦❝❝♦✑✮❀ ❊ ■■■✱ ♣✳ ✺✿ ✏▼✐❡✐ ❝❛r✐ ❛♠✐❝✐
❉✐r❡tt♦r❡✱ ▼❛❡str✐✱ Pr♦❢❡ss♦r✐✱ ❆❧❧✐❡✈✐✑ ✭✏▼② ❞❡❛r ❢r✐❡♥❞s ❞✐r❡❝t♦r✱ ♠❛st❡rs✱ t❡❛❝❤❡rs✱ ♣✉♣✐❧s✑✮✳
❚❤❡s❡ ❧❡tt❡rs ✇❡r❡ ❞✐s❝✉ss❡❞ ✐♥ ❇■❊❙▼❆◆❙✱ ❘✳✱ ❉❡ ❜r✐❡❢ ✉✐t ❘♦♠❡ ❛❛♥ ❞❡ ❥♦♥❣❡♥s ✈❛♥ ❱❛❧❞♦❝❝♦
✭✶✵ ♠❡✐ ✶✽✽✹✮✱ ❙✐♥t✲P✐❡t❡rs✲❲♦❧✉✇❡✱ ✷✵✵✼✱ ♣♣✳ ✷✼✲✸✻✳
❊ ✭♠✮✱ ✈♦❧✳ t❡r③♦✱ ♣✳ ✶✷✻✳ ▼❇ ■❳✱ ✻✽✾❀ ❊▼❇ ■❳✱ ✸✷✺✳
▼❇ ■❳✱ ♣♣✳ ✾✽✺✲✾✾✾✳ ❚❤✐s ❛♣♣❡♥❞✐① ✇❛s ♥♦t tr❛♥s❧❛t❡❞ ✐♥t♦ ❊♥❣❧✐s❤✳
❚❤❛t ♦❝❝✉rr❡❞ q✉✐t❡ ❡①♣❧✐❝✐t❧② ❛t t❤❡ ❡♥❞ ♦❢ ❛ ❧❡tt❡r ✐♥ ▲❛t✐♥ ❛❢t❡r t❤❡ ❙❡❝♦♥❞ ●❡♥❡r❛❧ ❈❤❛♣t❡r✳✭❊ ■■■✱
♣♣✳ ✻✶✼✲✻✶✽✮

1.10 Page 10

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t❤❡ ✈♦✇ ♦❢ ❝❤❛st✐t②✱ ♣r❛②✐♥❣ ❢♦r t❤❡ ❝♦♠✐♥❣ ❞❡✜♥✐t❡ ❛♣♣r♦✈❛❧ ♦❢ t❤❡ ❈♦♥st✐t✉t✐♦♥s✱ t❤❡
♦r❣❛♥✐s❛t✐♦♥ ♦❢ t❤❡♦❧♦❣✐❝❛❧ st✉❞✐❡s✳■♥ ❛ ❧❛t❡r ❧❡tt❡r ❉♦♥ ❇♦s❝♦ ❛s❦❡❞ ❤✐s r❡❛❞❡rs t♦ ❝✐r✲
❝✉❧❛t❡ ❛♥ ♦✉t❧✐♥❡ ♦❢ t❤❡ ❧✐❢❡ ♦❢ ❛ ❞❡❝❡❛s❡❞ ♠❡♠❜❡r ♦❢ t❤❡ ❈♦♥❣r❡❣❛t✐♦♥ ❛♥❞ ♣r❛② ❢♦r t❤❡
❝♦♥❢r❡r❡ ✇❤♦ ❤❛❞ ♣❛ss❡❞ ❛✇❛②✳ ❆❢t❡r ❜♦t❤ t❤❡ ❋✐rst ❛♥❞ t❤❡ ❙❡❝♦♥❞ ●❡♥❡r❛❧ ❈❤❛♣t❡rs
✭✶✽✼✼ ❛♥❞ ✶✽✽✵✮ ❤❡ t❤♦✉❣❤t ✐t ♥❡❝❡ss❛r② t♦ ❝♦♠♠✉♥✐❝❛t❡ t❤❡ ♠❛✐♥ s✉❜❥❡❝ts ✐♥ ❛ ❧❡tt❡r ✐♥
▲❛t✐♥ ❜❡❢♦r❡ t❤❡ ♣r✐♥t❡❞ ♣✉❜❧✐❝❛t✐♦♥ ♦❢ t❤❡ ❈❤❛♣t❡rs✬ ❝♦♥❝❧✉s✐♦♥s✳ ❙♦ ❛❧❧ ♣❡♦♣❧❡ ✐♥✈♦❧✈❡❞
❝♦✉❧❞ st❛rt ✇♦r❦✐♥❣ ♦♥ t❤❡ s✉❜❥❡❝ts r✐❣❤t ❛✇❛②✳
P❡r❤❛♣s ❉♦♥ ❇♦s❝♦ r❡❛❧✐s❡❞ ❛t t✐♠❡s t❤❛t ❤❡ ❞✐❞ ♥♦t ✉s❡ ♦r ❤❛❞ ♥♦t ✉s❡❞ t❤❡ ❢✉❧❧
♣♦t❡♥t✐❛❧ ♦❢ t❤❛t ❡①❝❡❧❧❡♥t ♠❡❛♥s ♦❢ ❝♦♠♠✉♥✐❝❛t✐♦♥ ❛♥❞ ❡❞✉❝❛t✐♦♥✳ ❲❤❡♥ ❛t t❤❡ st❛rt ♦❢
❏❛♥✉❛r② ✶✽✽✹ ❤❡ ✇❛s t❤❛♥❦❢✉❧ t♦ ❤❛✈❡ r❡❝❡✐✈❡❞ ❛ ❧♦❛❞ ♦❢ ◆❡✇ ❨❡❛r✬s ❣r❡❡t✐♥❣s✱ ❤❡ ❞❡❝✐❞❡❞
t♦ s❤♦✇ ❤✐s ❣r❛t✐t✉❞❡ ❜② ♠❡❛♥s ♦❢ ❛ ❣❡♥❡r❛❧ ❧❡tt❡r✳ ❆t t❤❡ ❡♥❞ ♦❢ ✐t ❤❡ ✇r♦t❡ ❛ t❤✐♥❧②
✈❡✐❧❡❞ ❝♦♥❢❡ss✐♦♥✳ ❆t t❤❡ s❛♠❡ t✐♠❡ ❤❡ ♣r♦♠✐s❡❞✿ ✏■ t❤✐♥❦ t❤❡r❡ ✐s ②❡t ❛♥♦t❤❡r t❤✐♥❣ ■
s❤♦✉❧❞ s❛②✳ ❖✉r ❝♦♥❢r❡r❡s ✇r✐t❡ t♦ ♠❡ ❢r♦♠ ❡✈❡r②✇❤❡r❡ ❛♥❞ ■ ✇♦✉❧❞ ❜❡ ❞❡❧✐❣❤t❡❞ t♦ ❣✐✈❡
❡❛❝❤ ❛♥ ✐♥❞✐✈✐❞✉❛❧ ❛♥s✇❡r✳ ❇✉t s✐♥❝❡ t❤❛t ✐s ♥♦t ♣♦ss✐❜❧❡✱ ■ s❤❛❧❧ tr② t♦ s❡♥❞ ♦✉t t❤❡s❡
❝✐r❝✉❧❛r ❧❡tt❡rs ♠♦r❡ ❢r❡q✉❡♥t❧②✱ ❢♦r ✇❤✐❧❡ t❤❡② ❡♥❛❜❧❡ ♠❡ t♦ ❜r✐♥❣ ♠② ❤❡❛rt t♦ ②♦✉ ❛❧❧✱
t❤❡② ❛❧s♦ s❡r✈❡ ❛s ❛ ❣✉✐❞❡ t♦ t❤♦s❡ ✇❤♦✱ ❢♦r ❣♦♦❞ ❛♥❞ ❤♦❧② r❡❛s♦♥s✱ ❧✐✈❡ ❛✇❛② ❢r♦♠ ✉s
❛♥❞ ❛r❡ ✉♥❛❜❧❡ t♦ ❧✐st❡♥ t♦ t❤❡ ❧✐✈✐♥❣ ✈♦✐❝❡ ♦❢ t❤❡✐r ❢❛t❤❡r✱ ✇❤♦ ❧♦✈❡s t❤❡♠ s♦ ❞❡❛r❧② ✐♥
❏❡s✉s ❈❤r✐st✳✑
■♥ t❤❡ ❧❡tt❡r ✐ts❡❧❢✱ ♣❡rs❡✈❡r❛♥❝❡ ✐♥ t❤❡ ♠✐ss✐♦♥ ❛♥❞ ❢❛✐t❤❢✉❧♥❡ss t♦ t❤❡ ❈♦♥st✐t✉t✐♦♥s
❛r❡ t❤❡ ♠❛✐♥ t❤❡♠❡s✳ ❍✐s ❣♦♦❞ r❡s♦❧✉t✐♦♥ ♥❡✈❡r ❧❡❞ t♦ ❛♥② r❡s✉❧t ❢♦r s❡✈❡r❛❧ r❡❛s♦♥s✱
♠❛✐♥❧② ♣❡r❤❛♣s ❛s ❛ ❝♦♥s❡q✉❡♥❝❡ ♦❢ ❤✐s st❡❛❞✐❧② ❞❡t❡r✐♦r❛t✐♥❣ ❤❡❛❧t❤✳
■t ❞♦❡s ♥♦t ♠❡❛♥ t❤❛t ♣❛st♦r❛❧ ❝♦✉♥s❡❧❧✐♥❣ ❛♥❞ ❡❞✉❝❛t✐♦♥ ✇❡r❡ ♥❡❣❧❡❝t❡❞ ✐♥ t❤❡ ❝✐r❝✉✲
❧❛rs✳ ■♥ t❤❡ ❝✐r❝✉❧❛r ♦♥ ❞✐s❝✐♣❧✐♥❡ ✭✶✺ ◆♦✈❡♠❜❡r ✶✽✼✸✮ ❉♦♥ ❇♦s❝♦ ❜r✐❡✢② ❞❡✜♥❡❞ t❤❡ t❛s❦s
♦❢ t❤❡ r❡❝t♦r✱ ♣r❡❢❡❝t✱ ❝❛t❡❝❤✐st✱ t❡❛❝❤❡rs✱ ❛ss✐st❛♥ts ❛♥❞ ✐♥ ❢❛❝t ✏❛❧❧ ✐♥✈♦❧✈❡❞✑✳ ❆❝❝♦r❞✐♥❣
t♦ ❤✐s ✐♥str✉❝t✐♦♥s t❤❡ ❝❛t❡❝❤✐st s❤♦✉❧❞ ✏♣r❡♣❛r❡ t❤❡ ♣✉♣✐❧s ✐♥ ❜r✐❡❢ ❛♣♣r♦♣r✐❛t❡ t❛❧❦s t♦
❝❡❧❡❜r❛t❡ t❤❛t ❢❡❛st ✇✐t❤ ♠❛①✐♠✉♠ ❝❡r❡♠♦♥② ❛♥❞ ❞✐❣♥✐t②✳✑ ❚❤❡ t❡❛❝❤❡rs ✏s❤♦✉❧❞ ❧♦✈❡ ❛❧❧
♣✉♣✐❧s ❡q✉❛❧❧②✱ ❡♥❝♦✉r❛❣✐♥❣ ❛❧❧✱ ❞❡s♣✐s✐♥❣ ♥♦♥❡✳ ▲❡t t❤❡♠ ❢❡❡❧ ❢♦r t❤❡ ❧❡ss ❣✐❢t❡❞✱ t❛❦❡
s♣❡❝✐❛❧ ♣❛✐♥s ✇✐t❤ t❤❡♠✱ ❞r✐❧❧ t❤❡♠ ♦❢t❡♥✳✑ ❚❤❡ ❛ss✐st❛♥ts s❤♦✉❧❞ ✏✐♥s✐st✱ r❡❝♦♠♠❡♥❞✱
❛♥❞ s♣❛r❡ ♥♦ ❡✛♦rts t♦ ♣r❡✈❡♥t ❢♦✉❧ ❝♦♥✈❡rs❛t✐♦♥✳✑ ❋✉rt❤❡r♠♦r❡✿ ✏❆❧❧ ❛r❡ ✇❛r♠❧② ✉r❣❡❞
t♦ ❦❡❡♣ t❤❡ r❡❝t♦r ✐♥❢♦r♠❡❞ ♦❢ ❛♥②t❤✐♥❣ t❤❛t ♠❛② ❤❡❧♣ t♦ ♣r♦♠♦t❡ ❣♦♦❞ ❛♥❞ ♣r❡✈❡♥t
s✐♥✳✑ ❪
■t ❤❛♣♣❡♥❡❞ r❛t❤❡r s❡❧❞♦♠✱ ❜✉t ✐t ✐s ✇♦rt❤ ❝♦♠✐♥❣ ❜❛❝❦ t♦ ✐t ✐♥ t❤✐s st✉❞② ♦r ❡①❛♠✐♥✐♥❣
✐t ❢✉rt❤❡r✳
❆❢t❡r t❤❡ ❜r✐❡❢ ✐♥tr♦❞✉❝t✐♦♥ t♦ t❤✐s ❧✐♠✐t❡❞ s❡r✐❡s ♦❢ ❧❡tt❡rs ✐t str✐❦❡s ✉s ❛s q✉✐t❡ s✉r✲
♣r✐s✐♥❣ t♦ ❧❡❛r♥ ❤♦✇ ♣r❡❝✐s❡❧② ✐♥ ✶✽✽✸ ❛♥❞ ✶✽✽✹ t✇♦ ❡①t❡♥❞❡❞ t❡①ts ✇❡r❡ ❝♦♠♣♦s❡❞ ✇✐t❤
♣✉r❡❧② ♣❡❞❛❣♦❣✐❝❛❧ ❛♥❞ ♣❛st♦r❛❧ ❝♦♥t❡♥t✳❚❤❡ ✜rst ♦♥❡ ✐s s❛✐❞ t♦ ❜❡ ✐♥t❡♥❞❡❞ ❛s ❛ ❝✐r✲
❊ ✭♠✮✱ ✈♦❧✳ q✉❛rt♦✱ ♣♣✳ ✶✶✸✲✶✶✺❀ ✶✼✽✲✶✽✵❀ ✷✶✺✲✷✶✼❀ ✷✺✺✲✷✺✻❀ ✸✺✽✲✸✺✾✳ ▼❇ ❳✱ ♣♣✳ ✶✵✾✾✲✶✶✶✵❀ ❊▼❇
❳✱ ♣✳ ✹✾✵✳ ❍❡ ✇❛♥ts t♦ ✐♥✈♦❧✈❡ t❤❡ ②♦✉♥❣st❡rs ✐♥ t❤❡ ❧❡tt❡r ♦♥❧② r❡q✉❡st✐♥❣ ✐♥t❡♥s❡ ♣r❛②❡r ❢♦r t❤❡
❛♣♣r♦✈❛❧ ♦❢ t❤❡ ❈♦♥st✐t✉t✐♦♥s✳ ❲❡ r❡❛❞ ✐♥ ❛ ◆❇✿ ✏❚❤❡ ❞✐r❡❝t♦r ♦❢ ❡❛❝❤ ❤♦✉s❡ ✇✐❧❧ r❡❛❞ ♦✉t ❛♥❞ ❡①♣❧❛✐♥
t❤✐s ❧❡tt❡r t♦ t❤❡ ❝♦♥❢r❡r❡s✳ ❍❡ ✇✐❧❧ ❛❧s♦ ❝♦♠♠✉♥✐❝❛t❡ t❤✐s t♦ t❤❡ ♣✉♣✐❧s ✐♥ ✇❛②s ❛♥❞ ✇♦r❞s ✇❤✐❝❤ ❛r❡
♠♦st ✜tt✐♥❣ ❢♦r t❤✐s ✭❊ ✭♠✮✱ ✈♦❧✳ q✉❛rt♦✱ ♣✳ ✷✺✻✳ ▼❇ ❳✱ ♣✳✶✶✵✽✳ ❚❤❡ tr❛♥s❧❛t✐♦♥ ♦❢ t❤✐s ❝✐r❝✉❧❛r ✇❛s
♦♠✐tt❡❞ ✐♥ ❊▼❇ ❳✮✳
❊ ■❱✱ ♣♣✳ ✷✹✽✲✷✺✵✳ ▼❇ ❳❱■■✱ ♣✳ ✶✼❀ ❊▼❇ ❳❱■■✱ ♣✳✸✳
❊ ✭♠✮✱ ✈♦❧✳ q✉❛rt♦✱ ♣♣✳ ✶✼✽✲✶✽✵✳ ▼❇ ❳✱ ♣♣✳✶✶✵✷✲✶✶✵✸❀ ❊▼❇ ❳✱ ♣♣✳ ✹✾✸✲✹✾✹✳
■♥ ◆♦✈❡♠❜❡r ✶✽✽✹ ❛♥❞ ✐♥ ▼❛r❝❤ ✶✽✽✺ t✇♦ ❧❡ss ❡①t❡♥❞❡❞ ❝✐r❝✉❧❛rs ❛♣♣❡❛r❡❞ ♦♥ t❤❡ t♦♣✐❝s ♦❢ r❡❛❞✐♥❣ ❛♥❞
✶✵

2 Pages 11-20

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2.1 Page 11

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❝✉❧❛r✱ ❚❤❡ Pr❡✈❡♥t✐✈❡ ❙②st❡♠✱ ❈♦♥❝❡r♥✐♥❣ t❤❡ P✉♥✐s❤♠❡♥ts t♦ ❇❡ ■♥✢✐❝t❡❞ ✐♥ ❙❛❧❡s✐❛♥
❍♦✉s❡s✳ ■t ✐s ❞❛t❡❞ ✷✾ ❏❛♥✉❛r② ✶✽✽✸✳ ❚❤❡ s❡❝♦♥❞ ♦♥❡ ✐s t❤❡ s♦✲❝❛❧❧❡❞ ✏❡①t❡♥❞❡❞ ✈❡rs✐♦♥
♦❢ t❤❡ ❧❡tt❡r ❢r♦♠ ❘♦♠❡ ♦❢ ✶✵ ▼❛② ✶✽✽✹✑✱ ✇❤✐❝❤ ✐♥ ❙❛❧❡s✐❛♥ ❝✐r❝❧❡s ✐s st✐❧❧ t❤❡ ♦♥❧② ❧❡tt❡r
r❡❛❧❧② ❦♥♦✇♥ ❜② t❤❛t ♥❛♠❡ ❛s s❡♥t ❢r♦♠ ❘♦♠❡✳
■t ✐s r❡♠❛r❦❛❜❧❡ t❤❛t ♥❡✐t❤❡r t❡①t ✇❛s ✇r✐tt❡♥ ❜② ❉♦♥ ❇♦s❝♦ ❤✐♠s❡❧❢ ♥♦r ❤❛❞ t❤❡②
❜❡❡♥ ✐♥t❡♥t✐♦♥❛❧❧② ❝✐r❝✉❧❛t❡❞✱ ❧❡t ❛❧♦♥❡ ♣r✐♥t❡❞✳◆♦t ✉♥t✐❧ ❛❢t❡r ❲♦r❧❞ ❲❛r ■ ✇❡r❡ ❜♦t❤
s❤♦✇♥ ❛t ❧❛r❣❡✱ t❤❡ ❝♦♠❜✐♥❡❞ ✈❡rs✐♦♥ ♦❢ t❤❡ ❧❡tt❡r ❢r♦♠ ❘♦♠❡ ✐♥ ✶✾✷✵ ❛♥❞ t❤❡ s♦✲❝❛❧❧❡❞
❝✐r❝✉❧❛r ♦♥ ♣✉♥✐s❤♠❡♥ts ✐♥ ✶✾✸✺✳ ❈♦♥tr❛r② t♦ t❤❡ ♦t❤❡r ❉♦♥ ❇♦s❝♦ ❝✐r❝✉❧❛rs✱ ✐t ✐s ❛
❝♦♠♠♦♥ ❢❡❛t✉r❡ ♦❢ ❜♦t❤ t❤❛t t❤❡② ❛r❡ ❡①t❡♥❞❡❞ ❛♥❞ str✉❝t✉r❡❞ ✐♥ ❛ ♠♦❞❡r❛t❡ t♦ ✈❡r②
❝❧❡❛r ♠❛♥♥❡r✳ ❚❤❡② s❤❛r❡ ❛♥♦t❤❡r ❝♦♠♠♦♥ ❝❤❛r❛❝t❡r✐st✐❝ ✐♥ t❤❛t t❤❡② ♦r✐❣✐♥❛t❡❞ ✐♥ t❤❡
✜♥❛❧ ②❡❛rs ♦❢ ❉♦♥ ❇♦s❝♦✬s ❧✐❢❡t✐♠❡ ✇✐t❤ t❤❡ s❛♠❡ ♣❡❞❛❣♦❣✐❝❛❧ ❛♥❞ ♣❛st♦r❛❧ ❜❛❝❦❣r♦✉♥❞✳
●✉✐❞❡❞ ❜② t❤❡ ❧❛tt❡r st❛t❡♠❡♥t ■ s❤❛❧❧ tr② t♦ ♦✉t❧✐♥❡ t❤❛t ❜❛❝❦❣r♦✉♥❞ ✐♥ ❛ ✜rst ❝❤❛♣t❡r
♦❢ t❤✐s st✉❞②✳ ■ s❤❛❧❧ ❞❡✈♦t❡ t✇♦ ❧♦♥❣❡r ❝❤❛♣t❡rs✱ t❤❡ t❤✐r❞ ❛♥❞ ✜❢t❤✱ t♦ t❤❡ r❡s✉❧ts ♦❢
t❤❡ ❡①❛♠✐♥❛t✐♦♥ ♦❢ t❤❡ ✐♠♣♦rt❛♥t t❤❡♠❡s ♦r ♠♦t✐✈❡s ❛♣♣❡❛r✐♥❣ ✐♥ t❤❡ ❞❡✜♥✐t✐✈❡ ❡❞✐t✐♦♥
♦❢ t❤❡ t❡①t ❦♥♦✇♥ ❛s ✏t❤❡ ▲❡tt❡r ♦❢ ✶✵ ▼❛② ✶✽✽✹✑✳ ❇♦t❤ ❛r❡ ❧❡♥❣t❤② ❜❡❝❛✉s❡ t❤❡ ✐❞❡❛ ✐s
✇♦r❦❡❞ ♦✉t ❛s ❛ ❧❡tt❡r ❝♦♥s✐st✐♥❣ ♦❢ t✇♦ ❝♦♥♥❡❝t❡❞ ✉♥✐ts✳ ❖♥❡ ✉♥✐t ❝♦♥t❛✐♥s ❛ ♠❡ss❛❣❡
♠❡❛♥t ❡①❝❧✉s✐✈❡❧② ❢♦r t❤❡ ❙❛❧❡s✐❛♥s ✐♥ ❱❛❧❞♦❝❝♦✳ ❚❤❡ ♦t❤❡r ✉♥✐t ❝♦♥t❛✐♥s ❛♥ ❛tt❛❝❤♠❡♥t
♦❢ ❡❧❡♠❡♥ts ♦❢ t❤❡ ❧❡tt❡r ✇❤✐❝❤ ❤❛❞ ❛❝t✉❛❧❧② ❜❡❡♥ ❛❞❞r❡ss❡❞ ❢r♦♠ ❘♦♠❡ t♦ t❤❡ ②♦✉♥❣st❡rs
✐♥ ❱❛❧❞♦❝❝♦✳
■♥ ♦r❞❡r t♦ s✉♣♣♦rt t❤❡s❡ ♦❜s❡r✈❛t✐♦♥s✱ ■ ♣r❡s❡♥t t❤❡ s❦❡❧❡t♦♥ str✉❝t✉r❡ ♦❢ t❤❡ t❡①t✱
✇❤✐❝❤ ♠❛② ❜❡ ❝❛❧❧❡❞ t❤❡ ✏❧♦♥❣✑ ♦r ❝♦♠❜✐♥❡❞ ✈❡rs✐♦♥✱ ❛s ❛ ♣r❡❧✐♠✐♥❛r② t♦ t❤❡ s❡❝♦♥❞
❝❤❛♣t❡r ♦❢ t❤❡ st✉❞②✳ ❆❢t❡r ❡❛❝❤ ❧❛r❣❡ s❡❝t✐♦♥ t❤❡r❡ ✐s ❛ s✉♠♠❛r② ♦❢ t❤❡ ♠❛✐♥ r❡s✉❧ts
♦❢ t❤❛t ❡①❛♠✐♥❛t✐♦♥✳ ❚❤❡② ❝♦♥st✐t✉t❡ t❤❡ ❢♦✉rt❤ ❛♥❞ t❤❡ s✐①t❤ ❝❤❛♣t❡r✳ ■♥ ❛ s❡✈❡♥t❤
❝❤❛♣t❡r✱ t❤❡r❡ ✐s ❛ ❞✐s❝✉ss✐♦♥ ♦♥ t❤❡ q✉❡st✐♦♥ ♦❢ ✇❤❡t❤❡r ❉♦♥ ❇♦s❝♦ ❛♥❞ ❋r ▲❡♠♦②♥❡
❤✐t t❤❡✐r t❛r❣❡t ❛♥❞ ❛rr✐✈❡ ❛t ❝♦♥❝r❡t❡ ✐ss✉❡s✳ ■♥ ❛♥ ❡✐❣❤t❤ ❝❤❛♣t❡r ■ tr② t♦ ❞r❛✇ ❛ ♠♦r❡
❝♦♠♣❧❡t❡ ♣✐❝t✉r❡ ♦❢ t❤❡ ❡✈❡♥ts t❤❛t t♦♦❦ ♣❧❛❝❡ ✐♥ t❤❡ ❖r❛t♦r② ❞✉r✐♥❣ t❤❡ ✜rst ♠♦♥t❤s ❛❢t❡r
t❤❡ r❡t✉r♥ ♦❢ ❉♦♥ ❇♦s❝♦ ❛♥❞ ❋r ▲❡♠♦②♥❡✳✶✵ ■♥ t❤✐s ✇❛② ■ tr② t♦ ♣❡♥❡tr❛t❡ t❤❡ ❡❞✐t♦r✐❛❧
❤✐st♦r② ❛♥❞ t❤❡ ✐♠♣❛❝t ♦❢ t❤❡ t❡①t✱ ♣❛rt✐❝✉❧❛r❧② ♦❢ t❤❡ ♣❛rt ♠❡❛♥t ❢♦r t❤❡ ❙❛❧❡s✐❛♥s✳
■♥ t❤❡ ♥✐♥t❤ ❛♥❞ ✜♥❛❧ ❝❤❛♣t❡r ■ ❝♦♥❝❧✉❞❡ ✇✐t❤ ❛ r❡tr♦s♣❡❝t✐♦♥✳
❋♦r t❡❝❤♥✐❝❛❧ r❡❛s♦♥s t❤❡ st✉❞② ✐s ♣✉❜❧✐s❤❡❞ ✐♥ t✇♦ ✈♦❧✉♠❡s✳ ❚❤❡ ✜rst ♦♥❡ ❝♦♥t❛✐♥s
t❤❡ ✜rst ❢♦✉r ❝❤❛♣t❡rs✱ t❤❡ s❡❝♦♥❞ t❤❡ ♥❡①t ✜✈❡ ❝❤❛♣t❡rs✳ ❚❤❡ ❣✉✐❞✐♥❣ ❜♦♦❦❧❡t ✇✐t❤ t❤❡
■t❛❧✐❛♥ t❡①t ♦❢ t❤❡ ❛✈❛✐❧❛❜❧❡ ♠❛♥✉s❝r✐♣ts ✇✐❧❧ ❜❡ ❛tt❛❝❤❡❞ t♦ t❤❡ ✜rst ✈♦❧✉♠❡ t♦ ❢❛❝✐❧✐t❛t❡
t❤❡ r❡❛❞✐♥❣ ♦❢ t❤❡ ♠❛♥✉s❝r✐♣t tr❡❛t♠❡♥t✳ ❊❛❝❤ ✈♦❧✉♠❡ ❝♦♥t❛✐♥s ❛ r❡❢❡r❡♥❝❡ ✐♥❞❡① ♦❢
❦❡②✇♦r❞s✳ ❚❤❡ ❜✐❜❧✐♦❣r❛♣❤② ❛♣♣❡❛rs ♦♥❧② ✐♥ t❤❡ s❡❝♦♥❞ ✈♦❧✉♠❡✳
❜♦♦❦s ❢♦r t❤❡ ②♦✉♥❣st❡rs ✭▼❇ ❳❱■■✱ ♣♣✳ ✶✾✼✲✷✵✵❀ ❊▼❇ ❳❱■■✱ ♣♣✳ ✶✼✸✲✶✼✼✮ ❛♥❞ ♠♦r❡ ❣❡♥❡r❛❧❧② ✏t❤❡
s♣r❡❛❞✐♥❣ ♦❢ ❣♦♦❞ ❜♦♦❦s✑ ✭❊ ■❱✱ ♣♣✳ ✸✶✽✲✸✷✶✮✳ ❚❤❡s❡ t✇♦ ❝✐r❝✉❧❛rs ✇❡r❡ ✇r✐tt❡♥ ❜② ❏✳❇✳ ▲❡♠♦②♥❡✳
❈❢✳ ❛ ❝♦♥❝✐s❡ ♥♦t❡ ♦♥ t❤✐s ✐♥✿ ❇❘❆■❉❖✱ P✳✱ ❉♦♥ ❇♦s❝♦ ♣r❡t❡ ❞❡✐ ❣✐♦✈❛♥✐ ♥❡❧ s❡❝♦❧♦ ❞❡❧❧❛ ❧✐❜❡rtà ■■✱
❘♦♠❡✱ ▲❆❙✱ ✷✵✵✸✱ ♣♣✳ ✺✻✸✲✺✻✹✳
❚❤❡ ✐ss✉❡ ✇❛s ❞✐s❝✉ss❡❞ ✐♥ ✏❖✈❡r ❞❡ ❣r❡♥s✳ ●❡③❛❣ ❡♥ str✉❝t✉✉r❡✑ ✱ ❖✉❞✲❍❡✈❡r❧❡❡✱ ❉♦♥ ❇♦s❝♦✈♦r♠✐♥❣s✲
❝❡♥tr✉♠✱ ✷✵✵✺✱ ♣♣✳ ✶✼✲✷✶✱ ❛♥❞ ✐♥ ❇■❊❙▼❆◆❙✱ ❘✳✱ ❉❡ ❜r✐❡❢ ❛❛♥ ❞❡❥♦♥❣❡♥s ✈❛♥ ❱❛❧❞♦❝❝♦ ✭✶✵ ♠❡✐
✶✽✽✹✮✱ ❉♦♥ ❇♦s❝♦ ❙t✉❞✐❡s ♥r✳ ✶✻✱ ❙✐♥t✲P✐❡t❡rs✲❲♦❧✉✇❡✱ ✷✵✵✼✱ ♣♣✳ ✶✽✲✶✾ ❡♥ ♣✳ ✷✻✳
✶✵✏▼♦r❡ ❝♦♠♣❧❡t❡✑ ♠❡❛♥s t❤❛t t❤❡ ♣❛❣❡s ✻✽✲✼✽ ❢r♦♠ t❤❡ st✉❞② ✏❉❡ ❜r✐❡❢ ✉✐t ❘♦♠❡ ❛❛♥ ❞❡ ❥♦♥❣❡♥s✳ ✳ ✳
✇✐❧❧ ❜❡ ♠❛❞❡ ❝♦♠♣❧❡t❡✳
✶✶

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✶ P❡❞❛❣♦❣✐❝❛❧ ❛♥❞ ♣❛st♦r❛❧ s✐t✉❛t✐♦♥✱
✶✽✽✵✲✶✽✽✹✿ ♦✉t❧✐♥❡
❚❤❡ ❜❛❝❦❣r♦✉♥❞ t♦ ❛ ❞♦❝✉♠❡♥t ✇r✐tt❡♥ ✐♥ ✶✽✽✹ ❛♥❞ ❛❞❞r❡ss❡❞ t♦ t❤❡ ❡❞✉❝❛t♦rs✱ t❡❛❝❤❡rs
❛♥❞ s✉♣❡r✐♦rs ❛t ❱❛❧❞♦❝❝♦
✶✷

2.3 Page 13

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■♥ ♦r❞❡r t♦ ♣✐❝t✉r❡ t❤❡ ❜❛❝❦❣r♦✉♥❞✱ ■ ♠❛✐♥❧② ✉s❡ t❤❡ ❢♦❧❧♦✇✐♥❣ ❞♦❝✉♠❡♥ts✿
✶✳ ❘❡♣♦rts ♦❢ ✏♠❡❡t✐♥❣s ♦❢ t❤❡ ❤♦✉s❡ ❝❤❛♣t❡rs✑ ✐♥ ❱❛❧❞♦❝❝♦ ❛♥❞ ♦❢ ✏♠♦♥t❤❧② ♠❡❡t✐♥❣s✑
▼❡♠♦r✐❡ ♦❢ t❤❡ ♣❡rs♦♥♥❡❧ t❤❡r❡ ❞✉r✐♥❣ t❤❡ s❝❤♦♦❧ ②❡❛r ✶✽✼✾✲✶✽✽✵✳ ❉❛t❛ ❢r♦♠ t❤❡
❇✐♦❣r❛✜❝❤❡ ♠❛② ❜❡ ❝♦♥s✉❧t❡❞✳
✷✳ ❚❤❡ ✜rst ❛❞❞r❡ss ❜② ❉♦♥ ❇♦s❝♦ t♦ t❤❡ ❙❡❝♦♥❞ ●❡♥❡r❛❧ ❈❤❛♣t❡r ✐♥ ✶✽✽✵✳
✸✳ ❘❡♣♦rts ♦❢ t❤❡ ❤♦✉s❡ ❝❤❛♣t❡r ❛♥❞ ♣❡rs♦♥♥❡❧ ♠❡❡t✐♥❣s ✐♥ ❱❛❧❞♦❝❝♦ ❛❢t❡r t❤❛t ●❡♥❡r❛❧
❈❤❛♣t❡r ✭✶✽✽✵✲✶✽✽✸✮✳ ❆❣❛✐♥ ❞❛t❛ ❢r♦♠ t❤❡ ▼❡♠♦r✐❡ ❇✐♦❣r❛♣❤✐❝❤❡ ❛♥❞ ❢r♦♠ ❉♦♥
❇♦s❝♦✬s ♦✇♥ ❝♦rr❡s♣♦♥❞❡♥❝❡ ♠❛② ❜❡ ❝♦♥s✉❧t❡❞✳
✹✳ ❚❤❡ r❡❝♦♠♠❡♥❞❛t✐♦♥s ♦❢ t❤❡ ❚❤✐r❞ ●❡♥❡r❛❧ ❈❤❛♣t❡r ✭❙❡♣t❡♠❜❡r ✶✽✽✸✮ ✇✐t❤ t❤❡
❢♦❧❧♦✇✲✉♣ ✐♥ t❤❡ ❖r❛t♦r② ✐♥ t❤❡ ❝♦✉rs❡ ♦❢ t❤❡ s❝❤♦♦❧ ②❡❛r ✶✽✽✸✲✶✽✽✹✳
✺✳ ✏❚❤❡ ❧❡tt❡r ♦❢ ✶✵ ▼❛② ✶✽✽✹ t♦ t❤❡ ②♦✉♥❣st❡rs ✐♥ ❱❛❧❞♦❝❝♦✑ ✇❤✐❝❤ ✇❛s ❞✐s❝✉ss❡❞ ✐♥
♥✉♠❜❡r ✶✻ ♦❢ t❤❡ s❡r✐❡s ❉♦♥ ❇♦s❝♦ ❙t✉❞✐❡s✳
✶✳✶ ▼❡❡t✐♥❣s ♦❢ ❧♦❝❛❧ ❝❤❛♣t❡r ❛♥❞ ♣❡rs♦♥♥❡❧ ♠❡❡t✐♥❣s
❞✉r✐♥❣ t❤❡ s❝❤♦♦❧ ②❡❛r ✶✽✼✾✲✶✽✽✵
❚♦✇❛r❞s t❤❡ ❡♥❞ ♦❢ ✶✽✼✼ t❤❡ ✏❘❡❣✉❧❛t✐♦♥s ❢♦r t❤❡ ❍♦✉s❡s ♦❢ t❤❡ ❙♦❝✐❡t② ♦❢ ❙t ❋r❛♥❝✐s ❞❡
❙❛❧❡s✑ ✇❡r❡ ♣✉❜❧✐s❤❡❞✳■t ✐s ❝❧❡❛r t❤❛t t❤✐s ♦❝❝✉rr❡❞ ♥♦t ❧♦♥❣ ❛❢t❡r t❤❡ ❋✐rst ●❡♥❡r❛❧
❈❤❛♣t❡r ✇❤✐❝❤ t♦♦❦ ♣❧❛❝❡ ❢r♦♠ ✺ ❙❡♣t❡♠❜❡r ✉♥t✐❧ ✺ ❖❝t♦❜❡r ✶✽✼✼ ❛♥❞ ❜r♦✉❣❤t ❝❡rt❛✐♥
❘❡❣✉❧❛t✐♦♥ ❛rt✐❝❧❡s ♦❢ t❤❡
s ✉♣ t♦ ❞❛t❡✳ ❚❤✐s ❡❞✐t✐♦♥ ❝♦♥t❛✐♥❡❞ t❤r❡❡ ✐♠♣♦rt❛♥t ♣❛rts✿
✶✳ ❚❤❡ ❣❡♥❡r❛❧❧② ✇❡❧❧✲❦♥♦✇♥ ▲✐tt❧❡ ❚r❡❛t✐s❡ ♦♥ t❤❡ Pr❡✈❡♥t✐✈❡ ❙②st❡♠ ✐♥ t❤❡ ❊❞✉❝❛t✐♦♥
♦❢ ❨♦✉♥❣ P❡♦♣❧❡
✷✳ ❚❡♥ ●❡♥❡r❛❧ ❆rt✐❝❧❡s
✸✳ ❚❤❡ ❘❡❣✉❧❛t✐♦♥s✱ s✉❜❞✐✈✐❞❡❞ ✐♥t♦ ✏P❛rt✐❝✉❧❛r ❘❡❣✉❧❛t✐♦♥s✑ ❛♥❞ ✏❘❡❣✉❧❛t✐♦♥s ❢♦r t❤❡
❍♦✉s❡s ♦❢ t❤❡ ❙♦❝✐❡t② ♦❢ ❙t ❋r❛♥❝✐s ❞❡ ❙❛❧❡s✳✑ ❚❤❡ ❧❛tt❡r ✇❛s ♠❡❛♥t t♦ ❜❡ ❛ r✉❧❡ ♦❢ ❧✐❢❡
❢♦r t❤❡ ❜♦②s✳
❚❤❡ P❛rt✐❝✉❧❛r ❘❡❣✉❧❛t✐♦♥s ❞❡✜♥❡❞ t❤❡ ❝♦♠♣❡t❡♥❝❡s ❛♥❞ ❛ss✐❣♥♠❡♥ts ♦❢ t❤❡ s✉♣❡r✐♦rs✱
t❡❛❝❤❡rs✱ ❛ss✐st❛♥ts ❛♥❞ ❡✈❡♥ ♦❢ t❤❡ ❝♦♦❦ ❛♥❞ t❤❡ ♣♦rt❡r✳ ❆❧s♦ t❤❡ t❛s❦s ♦❢ t❤❡ ♠❛❧❡ ♥✉rs❡
❛♥❞ ♦❢ t❤❡ ♣❡rs♦♥ ✐♥ ❝❤❛r❣❡ ♦❢ t❤❡ t❤❡❛tr❡ ✇❡r❡ ❞❡✜♥❡❞✳ ❚❤❡ ❘❡❣✉❧❛t✐♦♥s ❢♦r t❤❡ ❍♦✉s❡s
❝♦♥t❛✐♥❡❞ t❤❡ r✉❧❡s ♦❢ ❝♦♥❞✉❝t ❢♦r t❤❡ ❜♦②s✱ ✇✐t❤ t❤❡ ✐♥str✉❝t✐♦♥s ❢♦r ❜❡❤❛✈✐♦✉r ✐♥ t❤❡
❝❤❛♣❡❧✱ t❤❡ ❝❧❛ssr♦♦♠s✱ t❤❡ ❝♦♠♠♦♥ st✉❞② r♦♦♠✱ t❤❡ ✇♦r❦s❤♦♣s ❛♥❞ ❛❧s♦ ❢♦r t❤❡ t✐♠❡
s♣❡♥t ♦✉ts✐❞❡ ♦❢ t❤❡ ❖r❛t♦r②✳
❘❡❣✉❧❛t✐♦♥s ❚❤❡
❛s ❛ ✇❤♦❧❡ ❝❛♥ ❜❡ ❝❛❧❧❡❞ t❤❡ ✐❝✐♥❣ ♦♥ t❤❡ ❝❛❦❡ ♦❢ ②❡❛rs ♦❢ ♣r❛❝t✐❝❡ ❜②
❉♦♥ ❇♦s❝♦ ❤✐♠s❡❧❢✱ ❜✉t ❛❧s♦ ❜② ❤✐s ❝❧♦s❡st ❝♦❧❧❡❛❣✉❡s ♦r ❝♦✲✇♦r❦❡rs✳❚❤❡ ❜r✐❡❢ ❡ss❛② ♦♥
❛♥❞ ❇❘❆■❉❖✱ ❘❡❣♦❧❛♠❡♥t♦ ♣❡r
✷✷✼✳
P❧❡✳✱
✭❛ ❝✉r❛ ❞✐✮✱ ❝❛s❡ ❞❡❧❧❛ ❙♦❝✐❡tà
❉♦♥
❞✐ ❙✳ ❋r❛♥❝❡s❝♦
❇♦s❝♦ ❡❞✉❝❛t♦r❡
❞✐ ❙❛❧❡s
s❝r✐tt✐ ❡
❚✉r✐♥✱ ✶✽✼✼✳ ❆❧s♦ ❖❊
✱ ❘♦♠❡✱ t❡st✐♠♦♥✐❛♥③❡
❳▲❳❆■❙❳✱
✶❬✾✾✼✾✲✷✶✱✾♣✻❪✳
❚♦ ❞✐s❝♦✈❡r t❤✐s ✐t s✉✣❝❡s t♦ ❝♦♠♣❛r❡ ❛❧❧ t❤❡ ❡①♣❡r✐❡♥❝❡s ❛♥❞ t❤❡ ❞❡❛❧✐♥❣ ✇✐t❤ t❤❡♠ ✐♥ t❤❡ ♣❡r✐♦❞ ✶✽✻✻✲
✶✽✼✻ ✇✐t❤ t❤❡ ♣♦✐♥ts ✐♥ t❤❡ ❘❡❣✉❧❛t✐♦♥s ✐ts❡❧❢✳ ❆s ❢❛r ❛s t❤❡ ❧❡❛r♥✐♥❣ ❢r♦♠ ❡①♣❡r✐❡♥❝❡ ✐s ❝♦♥❝❡r♥❡❞
s❡❡ ❇■❊❙▼❆◆❙✱ ❘✳✱ ✏❖♣ ✇❡❣ ♥❛❛r ❞❡ ❜r✐❡✈❡♥✬ ✈❛♥ ✶✵ ♠❡✐ ✶✽✽✹✱ ✶✽✻✻✲✶✽✼✻ ❉♦♥ ❇♦s❝♦ ❜❡tr♦✉✇❜❛r❡
❉♦♥ ❇♦s❝♦ ❙t✉❞✐❡s ♥r✳ ✽✱ ✶✾✾✻✳ ✇❡❣✇✐❥③❡r ❡♥ ♠✐♥③❛♠❡✱ ♠❛❛r ✈❛st❜❡r❛❞❡♥ ❣✐❞s✱
✶✸

2.4 Page 14

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t❤❡ ❡❞✉❝❛t✐♦♥ ♦❢ ②♦✉♥❣ ♣❡♦♣❧❡ ❛♥❞ t❤❡s❡ ❜❛s✐❝ r✉❧❡s ❝♦♥t❛✐♥ t❤❡ ♠❛✐♥ ❢❡❛t✉r❡s ♦❢ ❉♦♥
❇♦s❝♦✬s ♣❡❞❛❣♦❣✐❝❛❧ ❛♥❞ ♣❛st♦r❛❧ ✈✐s✐♦♥ ✐♥ ❛ ♥✉ts❤❡❧❧✳ ❚♦❣❡t❤❡r ✇✐t❤ t❤❡ t❛s❦ ❞❡s❝r✐♣t✐♦♥
❛♥❞ ✐♥str✉❝t✐♦♥s ✇❤✐❝❤ ❤❛❞ r❡s✉❧t❡❞ ❢r♦♠ ♣r❛❝t✐❝❡ ❛♥❞ ❜❡❡♥ t❡st❡❞ ❜② ❡①♣❡r✐❡♥❝❡✱ t❤❡
❡ss❛② ❛♥❞ t❤❡ ❜❛s✐❝ r✉❧❡s ❝♦♥st✐t✉t❡ t❤❡ ❢♦✉♥❞❛t✐♦♥ ❢♦r ❛ s♠♦♦t❤ ❛♥❞ ❢r✉✐t❢✉❧ ❝♦✲♦♣❡r❛t✐♦♥
❛♥❞ ❣♦♦❞ r❡s✉❧ts✳
✬❋♦✉♥❞❛t✐♦♥✬ ✐s ❛s ❣♦♦❞ ❛s ✐t ❣❡ts✱ ❜❡❝❛✉s❡ ✐t ✇♦✉❧❞ ❜❡ r❛t❤❡r ♥❛ï✈❡ ❛♥❞ ♦✈❡r✲♦♣t✐♠✐st✐❝
t♦ ❡①♣❡❝t ✐t t♦ ❜❡ s✉✣❝✐❡♥t ❢♦r ❜❡✐♥❣ ❛❜❧❡ t♦ ✇♦r❦ ❛♥❞ ❧✐✈❡ ♣❡❛❝❡❢✉❧❧② ✇✐t❤ ✐t ❡✈❡r②
s✐♥❣❧❡ ❞❛②✳ ■t ✇♦✉❧❞ ♠❡❛♥ ❞✐sr❡❣❛r❞✐♥❣ ♦r ✐❣♥♦r✐♥❣ ❤✉♠❛♥ ✇❡❛❦♥❡ss ❛♥❞ s❤♦rt❝♦♠✐♥❣s✳
✬❚✇✐①t t❤❡ ❝✉♣ ❛♥❞ t❤❡ ❧✐♣✱ t❤❡r❡ ✐s ♠❛♥② ❛ s❧✐♣✱ ❛s t❤❡ s❛②✐♥❣ ❣♦❡s✳ ❆♠♦♥❣ t❤❡ ♣r❛❝t✐❝❛❧
s❧✐♣s t❤❡r❡ ✇❡r❡✱ ❢♦r ❡①❛♠♣❧❡✱ t❤❡ ❝♦♠♣❧❡① str✉❝t✉r❡s ❛t ❱❛❧❞♦❝❝♦✳ ❙❡✈❡r❛❧ s❝❤♦♦❧s ✇❡r❡
❧♦❝❛t❡❞ t❤❡r❡✿ ❛ s❡❝♦♥❞❛r② ✭❣r❛♠♠❛r✮ s❝❤♦♦❧✱ ❛ ✈♦❝❛t✐♦♥❛❧ tr❛✐♥✐♥❣ s❝❤♦♦❧ ❛♥❞ ❛ ❢❡st✐✈❡
✭✇❡❡❦❡♥❞ ❛♥❞ ❤♦❧✐❞❛②s✮ ❛♥❞ ❞❛✐❧② ❖r❛t♦r②✳ ▼♦r❡♦✈❡r✱ t❤❡ ❙✉♣❡r✐♦r ❈❤❛♣t❡r ♦❢ t❤❡ ♥❡✇❧②
❢♦✉♥❞❡❞ ❈♦♥❣r❡❣❛t✐♦♥ ✇❛s ❧♦❝❛t❡❞ t❤❡r❡✳ ■t ❞✐❞ ♥♦t ❛❞❞ t♦ ❝❧❛r✐t② t❤❛t t❤❡r❡ ✇❛s ♥♦ ❝❧❡❛r
♠❛t❡r✐❛❧ ♦r ♣❤②s✐❝❛❧ s❡♣❛r❛t✐♦♥✳ ◆❡✐t❤❡r ✇❛s t❤❡r❡ ❛♥② ♣s②❝❤♦❧♦❣✐❝❛❧ ❞✐st❛♥❝❡ ❜❡t✇❡❡♥
②♦✉t❤ ✇❡❧❢❛r❡ ✇♦r❦✱ t❤❡ ♣❡rs♦♥♥❡❧ ❛♥❞ ②♦✉♥❣ ♣❡♦♣❧❡ t❤❡♠s❡❧✈❡s✳ ❙♦ ✐t ✇♦✉❧❞ ❜❡ ❛ ♠✐r❛❝❧❡
✐❢ t❤❡r❡ ✇❡r❡ ♥♦t ♦❝❝❛s✐♦♥❛❧ ❞❡♠❛r❝❛t✐♦♥ ❞✐s♣✉t❡s ♦✈❡r ✇❤♦ ✇❛s ❝♦♠♣❡t❡♥t t♦ ❞❡❛❧ ✇✐t❤
✇❤❛t✳
■♥ ❛ ♣r❡✈✐♦✉s st✉❞② ■ ❤❛✈❡ ❞✐s❝✉ss❡❞ ❧❡ss ❛❣r❡❡❛❜❧❡ s✐t✉❛t✐♦♥s ❛♥❞ ✉♥♣❧❡❛s❛♥t ❢r✐❝t✐♦♥s✳
❲✐t❤✐♥ t❤❡ ♣r❡s❡♥t ❝♦♥t❡①t ✐t s❡❡♠s ❥✉st✐✜❛❜❧❡ t♦ ♠❡ t♦ r❡❝❛❧❧ ❛ ♥♦t❡ ❜② ❋r ●✳ ▲❛③③❡r♦
❢r♦♠ ❛ ❦✐♥❞ ♦❢ ❞✐❛r② ❞❛t❡❞ ✶✻ ▼❛② ✶✽✼✾✿ ✏❚❤❡ ❙✉♣❡r✐♦r ❈❤❛♣t❡r ❤❛❞ ❛ ♠❡❡t✐♥❣✳ ■t
✇❛s ❞❡❝✐❞❡❞ t♦ r❡❢✉s❡ t❤❡ ❙✉♣❡r✐♦r ❈❤❛♣t❡r ❛♥② r✐❣❤t ♦❢ ✐♥t❡r❢❡r❡♥❝❡ ✐♥ t❤❡ ❖r❛t♦r②✳ ■t
♠❡❛♥s t❤❛t t❤❡ ❖r❛t♦r② ❤❛s t♦ ❜❡ ❝♦♥s✐❞❡r❡❞ ❧✐❦❡ ❛♥② ♦t❤❡r ❤♦✉s❡ ✐♥ t❤❡ ❈♦♥❣r❡❣❛t✐♦♥✳
■t s❤♦✉❧❞ ❤❛✈❡ ♦♥❧② ♦♥❡ r❡❝t♦r ❛♥❞ ❤❡ ❛❧♦♥❡ s❤♦✉❧❞ ❤❛✈❡ t❤❡ ❧❡❛❞❡rs❤✐♣ ♠✉❝❤ ✐♥ t❤❡ s❛♠❡
✇❛② ❛s t❤❡ ♣r❡❢❡❝t ✐s t❤❡ ♦♥❧② ♦♥❡ r❡s♣♦♥s✐❜❧❡ ❢♦r t❤❡ ❡①♣❡♥s❡s✳ ■t ✇❛s ❞❡❝✐❞❡❞ t♦ ❜r✐♥❣
t❤❡ ♠❛✐♥ ✭❙✉♣❡r✐♦r✮ ❈❤❛♣t❡r✬s ❞❡♣❛rt♠❡♥t t♦❣❡t❤❡r ✐♥t♦ ♦♥❡ ❧♦❝❛t✐♦♥ ❝❧❡❛r❧② s❡♣❛r❛t❡❞
❢r♦♠ t❤❡ ❤♦✉s❡ ❞❡♣❛rt♠❡♥t✳ ❚❤❡ ✜rst ✢♦♦r ❛❜♦✈❡ t❤❡ ❝✉rr❡♥t ❞❡♣❛rt♠❡♥t ♦❢ t❤❡ ❤♦✉s❡
✇❛s ❝♦♥s✐❞❡r❡❞ t♦ ❜❡ ❛ s✉✐t❛❜❧❡ ❧♦❝❛t✐♦♥✳✑
❚❤❡ ❞❛t❛ ✐♥ t❤❛t ♥♦t❡ ✇✐❧❧ ❜❡❝♦♠❡ ❝❧❡❛r❡r ❛♥❞ ♠♦r❡ ♠❡❛♥✐♥❣❢✉❧ ❞✉r✐♥❣ t❤❡ ✈✐❝✐ss✐t✉❞❡s
❛❢t❡r t❤❡ ❛rr✐✈❛❧ ♦❢ t❤❡ ❧❡tt❡r ♦❢ ✶✵ ▼❛② ✶✽✽✹✱ ✇❤✐❝❤ ✇❡ ❞❡❛❧t ✇✐t❤ ✐♥ ✷✵✵✼✳ ❚❤❡ ❧❡tt❡r
✇❛s ❛❞❞r❡ss❡❞ t♦ t❤❡ ②♦✉♥❣st❡rs ❛t ❱❛❧❞♦❝❝♦✳ ❇✉t ❞❡s♣✐t❡ ❝♦rr❡❝t ❞❡❝✐s✐♦♥s ❜❡✐♥❣ t❛❦❡♥✱
t❤❡ ❝♦r❡ r❡❛s♦♥ ❢♦r t❤❡ ♣r♦❜❧❡♠s r❡♠❛✐♥❡❞ ✉♥t♦✉❝❤❡❞✳
■t ❛❧❧ ❝❛♠❡ ♦♥ t♦♣ ♦❢ ❉♦♥ ❇♦s❝♦✬s ❛❜s❡♥❝❡ ❢♦r s❡✈❡r❛❧ ♠♦♥t❤s ✐♥ t❤❡ s❝❤♦♦❧ ②❡❛r ♦❢ ✶✽✼✾✲
✶✽✽✵✳ ❖♥ ✶✹ ❏❛♥✉❛r② ✶✽✽✵ ❤❡ ❧❡❢t ❢♦r ❋r❛♥❝❡✱ ✇❤❡r❡ ❤❡ ✇♦✉❧❞ st❛② ✉♥t✐❧ t❤❡ ❜❡❣✐♥♥✐♥❣
♦❢ ▼❛r❝❤✳ ❋r♦♠ ❋r❛♥❝❡ ❤❡ ❤❛❞ t♦ ❤❡❛❞ ❢♦r ❘♦♠❡ ✇✐t❤♦✉t ❞❡❧❛②✳ ❍❡ st❛②❡❞ ✐♥ ❘♦♠❡ ❢♦r
s❡✈❡r❛❧ ✇❡❡❦s✳ ❖♥ ✷✾ ▼❛r❝❤ ❤❡ tr❛✈❡❧❧❡❞ ♦♥ t♦ ◆❛♣❧❡s✳ ❖♥ ❤✐s ✇❛② ❜❛❝❦ t♦ ❚✉r✐♥ ❤❡
t♦♦❦ t❤❡ ❝❤❛♥❝❡ t♦ ♣❛② ❛ ✈✐s✐t t♦ s❡✈❡r❛❧ ❤♦✉s❡s ❢r♦♠ ✷✵ ❆♣r✐❧ ✉♥t✐❧ ❡❛r❧② ▼❛②✿ ▼❛❣❧✐❛♥♦✱
▲✉❝❛✱ ▲❛ ❙♣❡③✐❛ ❛♥❞ ❙❛♠♣✐❡r❞❛r❡♥❛✳ ❍❡ ♦♥❧② ❣♦t ❜❛❝❦ ❤♦♠❡ t♦ ❱❛❧❞♦❝❝♦ ♦♥ ✼ ▼❛②✳
❈♦♥tr❛r② t♦ t❤❡ ②❡❛r ❜❡❢♦r❡✱ ❋r ▲❛③③❡r♦ ❞✐❞ ♥♦t ♠❡♥t✐♦♥ t❤✐s ❧♦♥❣ ❛❜s❡♥❝❡ ✐♥ ❤✐s ✏❞✐❛r②✑✳
❇❡❢♦r❡✱ ❤❡ ❤❛❞ ✇r✐tt❡♥✿ ✏❍❡ ❉♦♥ ❇♦s❝♦❤❛s ❜❡❡♥ ❛❜s❡♥t ❢♦r ❢♦✉r ❛♥❞ ❛ ❤❛❧❢ ♠♦♥t❤s✳✑
❘✳ ❇■❊❙▼❆◆❙✱ ✏✶✽✼✻✲✶✽✽✹ ❉♦❡❧st❡❧❧✐♥❣❡♥ ✈❛♥ ♦♣✈♦❡❞✐♥❣ ❡♥ ♦♣❧❡✐❞✐♥❣ ❣❡✈❛t ✐♥ ❡❡♥ ❦❡r♥❛❝❤t✐❣ ♠♦tt♦✑
❉♦♥ ❇♦s❝♦ ❙t✉❞✐❡s ♥r✳ ✶✶✱ ✶✾✾✽✱ ♣♣✳ ✶✻✲✷✶✳ ❈❢✳ P❘❊▲▲❊❩❖✱ ❏✳▼✳✱ ❱❛❧❞♦❝❝♦ ♥❡❧❧✬♦tt♦❝❡♥t♦ tr❛ r❡❛❧❡
❡ ✐❞❡❛❧❡✳ ❉♦❝✉♠❡♥t✐ ❡ t❡st✐♠♦♥✐❛♥③❡✱ ❘♦♠❡✱ ▲❆❙✱ ✶✾✾✷✱ ♣♣✳ ✷✻✲✷✾ ❛♥❞ ♣✳ ✼✽✳
❘✳ ❇■❊❙▼❆◆❙✱ ✏✶✽✼✻✲✶✽✽✹ ❉♦❡❧st❡❧❧✐♥❣❡♥✳ ✳ ✳ ✑ ✱ ✶✾✲✷✵✳ ✏❖r❛t♦r②✑ r❡♣r❡s❡♥ts ❛❧❧ ②♦✉t❤ ✇♦r❦ ♦♥ t❤❡ s♣♦t✳
P❘❊▲▲❊❩❖✱ ❏✳▼✳✱ ❱❛❧❞♦❝❝♦ ♥❡❧❧✬♦tt♦❝❡♥t♦✳ ✳ ✳ ✱ ♣✳ ✻✺✴✻✺✽✳
✶✹

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❋r♦♠ t❤✐s ❡♥tr② ✇❡ ♠❛② ♥♦ ❞♦✉❜t ❝♦♥❝❧✉❞❡ ❤❡ ❤❛❞ ♠✐ss❡❞ ❤✐♠ ❞❡❛r❧②✳ ❙✉r❡❧② t❤❡ ♠♦♥t❤s
♦❢ ❉♦♥ ❇♦s❝♦✬s ❛❜s❡♥❝❡ ✐♥ ✶✽✽✵ ✇❡r❡ ♥♦ ❧❡ss ❤❡❛✈② ♦♥ ❋r ▲❛③③❡r♦ ❛❧❧ t❤❡ ♠♦r❡ s♦ ❣✐✈❡♥
t❤❛t ❞✉r✐♥❣ t❤♦s❡ ♠♦♥t❤s ❛ ✜❡r❝❡ s❝❤♦♦❧ ❜❛tt❧❡ ✇❛s ❜❡✐♥❣ ✇❛❣❡❞ ❜❡t✇❡❡♥ t❤❡ ♣r♦✈✐♥❝✐❛❧
s❝❤♦♦❧ ❝♦✉♥❝✐❧ ♦❢ ❚✉r✐♥ ❛♥❞ t❤❡ ❉❡♣❛rt♠❡♥t ♦❢ ◆❛t✐♦♥❛❧ ❊❞✉❝❛t✐♦♥ ♦♥ t❤❡ ♦♥❡ ❤❛♥❞ ❛♥❞
❉♦♥ ❇♦s❝♦✬s ❖r❛t♦r② ♦♥ t❤❡ ♦t❤❡r✳ ❚❤❛t str✉❣❣❧❡ ❤❛❞ st❛rt❡❞ ❜❛❝❦ ✐♥ ▼❛② ✶✽✼✾ ✇✐t❤ ❛
❞❡❝r❡❡ t♦ ❝❧♦s❡ ❞♦✇♥ t❤❡ ❣r❛♠♠❛r s❝❤♦♦❧ ❛t ❱❛❧❞♦❝❝♦✳ ■t ❣♦❡s ✇✐t❤♦✉t s❛②✐♥❣ t❤❛t t❤✐s
♣❡rs✐st❡♥t ❝♦♥tr♦✈❡rs② ✇♦✉❧❞ ♥♦t ❤❛✈❡ ❧❡❢t ❋r ▲❛③③❡r♦ ✐♥s❡♥s✐t✐✈❡✱ ❛s ❤❡ ✇❛s t❤❡ r❡❝t♦r✳
❉❡s♣✐t❡ t❤❡ ✐♥t❡r♥❛❧ tr♦✉❜❧❡s ❛♥❞ t❤❡ ✇♦rr②✐♥❣ ♣r❡ss✉r❡ ♦❢ t❤❡ ❝♦♥t✐♥✉♦✉s t❤r❡❛t ❢r♦♠
♦✉ts✐❞❡✱ t❤❡② ✇♦✉❧❞ ❤❛✈❡ ❡♥❥♦②❡❞ ❛ ✜♥❡ ♥✉♠❜❡r ♦❢ ♣♦s✐t✐✈❡ ❡✈❡♥ts ❛♥❞ s❛t✐s❢②✐♥❣ ♦❝✲
❝✉rr❡♥❝❡s ❞✉r✐♥❣ t❤❡ s❝❤♦♦❧ ②❡❛rs ♦❢ ✶✽✼✽✲✼✾ ❛♥❞ ✶✽✼✾✲✽✵✳ ❚❤❡ ❙❛❧❡s✐❛♥s ♠✉st ❤❛✈❡ ❤❛❞
■❧ ❇❛r❡tt✐ q✉✐t❡ s♦♠❡ s❡❝r❡t ❛♠✉s❡♠❡♥t✳ ❚❤❡ r❡❛❞❡rs ♦❢ t❤❡ ♣❡r✐♦❞✐❝❛❧
✇❡r❡ ❧❡❛r♥✐♥❣ s♦♠❡
✐♥t❡r❡st✐♥❣ ❢❛❝ts s✉❝❤ ❛s t❤❛t✱ ♦❢ s♦♠❡ t❤✐rt②✲t✇♦ ❖r❛t♦r② ❜♦②s ✇❤♦ ❤❛❞ t❛❦❡♥ t❤❡ st❛t❡
❡①❛♠✐♥❛t✐♦♥s ❛t t❤❡ ▼♦♥✈✐s♦ ♣✉❜❧✐❝ s❡❝♦♥❞❛r② s❝❤♦♦❧✱ t✇❡♥t②✲t✇♦ ❤❛❞ ♣❛ss❡❞✱ ✇❤✐❧❡ ♦♥❧②
s❡✈❡♥ ♦✉t ♦❢ s✐①t❡❡♥ ♦❢ t❤❡ ▼♦♥✈✐s♦ s❝❤♦♦❧✬s ♦✇♥ st✉❞❡♥ts ✇❡r❡ ♣r♦♠♦t❡❞✳ ❋✉rt❤❡r♠♦r❡
t✇❡♥t②✲t✇♦ ♦❢ t❤❡ st✉❞❡♥ts ❢r♦♠ ❉♦♥ ❇♦s❝♦✬s ✐❧❧❡❣❛❧ s❝❤♦♦❧ ❤❛❞ ♦❜t❛✐♥❡❞ t♦♣ s❝♦r❡s✳ ❖♥❡
♦❢ t❤❡♠ ❤❛❞ ❡✈❡♥ ❜❡❛t❡♥ t❤❡ ✈❡r② ❜❡st ♦❢ ❛❧❧ ❡✐❣❤t②✲t✇♦ ❝❛♥❞✐❞❛t❡s ❜② ❛t ❧❡❛st t❡♥ ♣♦✐♥ts✱
❛♥❞ t❤❡ ♥✐♥❡ ❜♦②s ✇❤♦ ❤❛❞ ♥♦t ♠❛❞❡ t❤❡ ❣r❛❞❡ ✐♥ ✈❛r✐♦✉s s✉❜❥❡❝ts ✇♦✉❧❞ ❡❛s✐❧② ♣❛ss t❤❡
❖❝t♦❜❡r r❡♠❡❞✐❛❧ ❡①❛♠✐♥❛t✐♦♥s✳ ❚❤❡ ❛rt✐❝❧❡ ❝♦♠♠❡♥t❡❞✿ ✏❚❤✐s s✉❝❝❡ss ❝❛♠❡ ✐♥ s♣✐t❡ ♦❢
t❤❡ s❝❤♦♦❧✬s ✉♥r❡st ❝❛✉s❡❞ ❜② t❤❡ ❛r❜✐tr❛r② s❤✉t❞♦✇♥ ♦r❞❡r✳✑ ❚❤✐s s✉❜t❧❡ r❡♠❛r❦ ✐s q✉✐t❡
t❡❧❧✐♥❣ ❛♥❞ ❣✐✈❡s ✉s t❤❡ r✐❣❤t t♦ ❜❡❧✐❡✈❡ t❤❛t ❛❝t✐♦♥ ❛♥❞ s♣✐r✐t ✇❡r❡ ❡①❝❡❧❧❡♥t ❛t ❱❛❧❞♦❝❝♦✳
❚❤❡r❡ ❛r❡ ❢✉rt❤❡r s✐❣♥s ❛♥❞ ❡✈✐❞❡♥❝❡ ♦❢ t❤✐s ✐♥ ▲❛③③❡r♦✬s ✏❞✐❛r②✑ ❡✈❡r② t✐♠❡ ❤❡ ❧♦♦❦❡❞
❜❛❝❦ ❛t ❛ s✉❝❝❡ss❢✉❧ ❛❝❤✐❡✈❡♠❡♥t ✐♥ t❤❡ ❧❛r❣❡ ❝♦♠♠✉♥✐t② ❛t ❱❛❧❞♦❝❝♦✳ ❚❤❡ t❤❡❛tr✐❝❛❧
♣❡r❢♦r♠❛♥❝❡s ✐♥ ❋❡❜r✉❛r② ✶✽✽✵ ✇❡r❡ s♦ ♣♦♣✉❧❛r t❤❛t t❤❡② ❤❛❞ t♦ r❡❢✉s❡ ❡♥tr② t♦ ✶✺✵
s♣❡❝t❛t♦rs ❛s t❤❡r❡ ✇❡r❡ ♥♦t ❡♥♦✉❣❤ s❡❛ts ❛✈❛✐❧❛❜❧❡✳ ■♥ ▼❛② ❤❡ ✇r♦t❡ t❤❛t ❛ ❧❛r❣❡ ♥✉♠❜❡r
♦❢ ♣❡♦♣❧❡ t✉r♥❡❞ ✉♣ ❢♦r t❤❡ ❋❡❛st ♦❢ ▼❛r②✱ ✇❤✐❝❤ r❛♥ ✈❡r② s♠♦♦t❤❧② ❛♥❞ ❜❡❛✉t✐❢✉❧❧②✳■t
♥❡❡❞s t♦ ❜❡ r❡♣❡❛t❡❞ t✐♠❡ ❛♥❞ ❛❣❛✐♥ t❤❛t ❋r ▲❛③❡rr♦ ✇❛s ❛ ❦❡❡♥ ❢❛♥ ♦❢ s✐♥❣✐♥❣✱ ✈❡r❜❛❧
❛rt✱ t❤❡❛tr❡ ❛♥❞ ❧✐t✉r❣✐❝❛❧ ❝❡❧❡❜r❛t✐♦♥s✳ ❍❡ ❤❛❞ ❛ ❦✐♥❞ ♦❢ s✐①t❤ s❡♥s❡ ❢♦r t❤❡♠ ❛♥❞ ❤❡
✇♦✉❧❞ ♥❡✈❡r ♦♠✐t ♣✉tt✐♥❣ t❤❡ s✉❝❝❡ss❡s ✐♥ t❤❡ ♣✐❝t✉r❡✳
❉♦♥ ❇♦s❝♦ ❤✐♠s❡❧❢ ❧♦✈❡❞ t♦ ❥♦✐♥ ✐♥ ❛♥❞ tr✐❡❞ t♦ ❜❡ ❛t ❤♦♠❡ ✐♥ ❱❛❧❞♦❝❝♦ ❞✉r✐♥❣ t❤❡s❡
❢❡st✐✈❡ ❞❛②s✳ ❆❧t❤♦✉❣❤ ❤❡ ✇❛s ❢r❡q✉❡♥t❧② ❛❜s❡♥t✱ ♦❢t❡♥ ❢♦r ❛ ❧♦♥❣❡r ♣❡r✐♦❞ ♦❢ t✐♠❡✱ t❤❡
❜♦②s ❧✐❦❡❞ ❤✐♠ ✈❡r② ♠✉❝❤ ❛♥❞ ✐♥ ❏✉♥❡ ♦♥ t❤❡ ♦❝❝❛s✐♦♥ ♦❢ ❤✐s ♦✣❝✐❛❧ ♥❛♠❡ ❞❛② ❝❡❧❡❜r❛t✐♦♥
t❤❡② ✉s❡❞ t♦ ❝♦♥❣r❛t✉❧❛t❡ ❤✐♠ ✐♥ ✇r✐t✐♥❣ ✶✵ ❊❛❝❤ ❝♦♥❣r❛t✉❧❛t✐♦♥ ♦❢ ✶✽✽✵ ✐s ❛♥ ❡①♣r❡ss✐♦♥ ♦❢
♣❡rs♦♥❛❧ ❛♥❞ ❝♦♥✜❞❡♥t✐❛❧ ❝♦♥t❛❝t✳ ❚❤❡② s❤♦✇ ❛ ❢❡❡❧✐♥❣ ♦❢ s♦❧✐❞❛r✐t② ❛♥❞ ♣♦s✐t✐✈❡ ❛tt✐t✉❞❡✳
❆s t❤❡ ❜♦②s ✇❡r❡ ❝♦♥t❡♥t ❛♥❞ ❤❛♣♣② ✐♥ s✉❝❤ ❛ ♣♦s✐t✐✈❡ ❛t♠♦s♣❤❡r❡✱ t❤❡② ♠♦st ♣r♦❜❛❜❧②
r❡s♣♦♥❞❡❞ r❡❛❞✐❧② t♦ s✉❣❣❡st✐♦♥s✱ ♣✐❡❝❡s ♦❢ ❛❞✈✐❝❡ ❛♥❞ ✇❛r♥✐♥❣s ❢r♦♠ t❤❡✐r t❡❛❝❤❡rs✳✶✶
▼♦r❡ ✐♥❢♦r♠❛t✐♦♥ ♦♥ t❤❛t str✉❣❣❧❡ ✐♥ ❇❘❆■❉❖✱ P✳✱ ❉♦♥ ❇♦s❝♦ ♣r❡t❡ ❞❡✐ ❣✐♦✈❛♥✐✳ ✳ ✳ ■■✱ ♣♣✳ ✸✾✷✲✹✵✽✳
❈❢✳ ▼❇ ❳■❱✱ ♣♣✳ ✶✹✾✲✷✶✺❀ ❊▼❇ ❳■❱✱ ♣♣✳ ✶✵✽✲✶✺✺✳
▼❇ ❳■❱✱ ♣♣✳ ✶✾✸✲✶✾✹❀ ❊▼❇ ❳■❱✱ ♣♣✳ ✶✸✽✲✶✸✾✳ ❆❧s♦ ✐♥t❡r♥❛❧❧② ❉♦♥ ❇♦s❝♦ ❡①♣r❡ss❡❞ ❤✐s s❛t✐s❢❛❝t✐♦♥
✐♥ ❛ ❞✐✛❡r❡♥t ❝✐r❝✉♠st❛♥❝❡✳ ❊ ■■■✱ ♣✳ ✺✼✽❀ ▼❇ ❳■❱✱ ♣✳ ✹✼✷❀ ❊▼❇ ❳■❱✱ ♣♣✳ ✸✻✻✲✸✻✼✳
P❘❊▲▲❊❩❖✱ ❏✳▼✳✱ ✱ ❱❛❧❞♦❝❝♦✳ ✳ ✳ ♣✳ ✽✵✴✶✵✼✺✲✶✵✼✾❀ ✶✵✽✺✲✶✵✽✾✳ ❈❢✳ ❛❧s♦ ▼❇ ❳■❱✱ ♣✳ ✺✵✹✴✷❀ ❊▼❇ ❳■❱✱
♣♣✳ ✸✾✹✲✸✾✺✱ ✐♥ ✇❤✐❝❤ t❤❡ ❡♥t❤✉s✐❛st✐❝ ♠♦♦❞ ♦❢ ●✳ ▲❛③③❡r♦ ❜❡❝♦♠❡s ♠♦r❡ ❛♥❞ ♠♦r❡ ✉♥❞❡rst❛♥❞❛❜❧❡
t❤r♦✉❣❤ ❛♥ ❛❞❞❡❞ q✉♦t❛t✐♦♥ ❢r♦♠ ❛ r❡♣♦rt ✐♥ t❤❡ ❯♥✐tà ❈❛tt♦❧✐❝❛
❇■❊❙▼❆◆❙✱ ❘✳✱ ✶✽✼✻✲✶✽✽✹ ❉♦❡❧st❡❧❧✐♥❣❡♥✳ ✳ ✳ ♣♣✳ ✷✻✲✷✽❀ ✸✹❀ ✸✻✲✺✹✳
✶✵❋♦r ❡①❛♠♣❧❡ ✐♥ ❏✉♥❡ ✶✽✽✵✳ ❊①❝❡r♣ts ✐♥ ▼❇ ❳■❱✱ ♣♣✳ ✺✵✽✲✺✶✵❀ ❊▼❇ ❳■❱✱ ♣♣✳ ✸✾✽✲✹✵✵✳
✶✶■ ✇❛s ✐♥s♣✐r❡❞ t♦ ❣✐✈❡ t❤✐s ❝♦♠♠❡♥t ❜② t❤❡ ❜❡❣✐♥♥✐♥❣ ♦❢ ❛ ❧❡tt❡r ♦❢ ❉♦♥ ❇♦s❝♦ t♦ t❤❡ ♣✉♣✐❧s ♦❢ t❤❡ ✹t❤
✶✺

2.6 Page 16

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✶✳✷ ❚❤❡ ✜rst✱ ❧♦♥❣ ❛❞❞r❡ss ❜② ❉♦♥ ❇♦s❝♦ ❛t t❤❡ st❛rt ♦❢ t❤❡
❙❡❝♦♥❞ ●❡♥❡r❛❧ ❈❤❛♣t❡r ♦❢ ❙❡♣t❡♠❜❡r✲❖❝t♦❜❡r ✶✽✽✵
❚❤❡ ♣♦s✐t✐✈❡ ❡①♣❡r✐❡♥❝❡s ❤✐❞ s♦♠❡ ❧❡ss ♣❧❡❛s❛♥t ❢❛❝ts ✇❤✐❝❤ ❛✛❡❝t❡❞ ❡❞✉❝❛t♦rs✱ t❡❛❝❤❡rs✱
s✉♣❡r✐♦rs ❛♥❞ t❤❡ ❜♦②s t❤❡♠s❡❧✈❡s ❛s ✇❡❧❧✳ ❚❤❡ ✜rst ❧♦♥❣ ❛❞❞r❡ss ❛t t❤❡ ❙❡❝♦♥❞ ●❡♥❡r❛❧
❈❤❛♣t❡r r❡✈❡❛❧s t❤❛t ❉♦♥ ❇♦s❝♦ ♠✉st ❤❛✈❡ ❤❛❞ ❡②❡s ✐♥ t❤❡ ❜❛❝❦ ♦❢ ❤✐s ❤❡❛❞ ✇❤✐❧❡ ✈✐s✐t✐♥❣
t❤❡ ❤♦✉s❡s✱ ❢♦r ✐♥st❛♥❝❡ ✇❤❡♥ r❡t✉r♥✐♥❣ ❢r♦♠ ❤✐s st❛② ✐♥ ❘♦♠❡ ❞✉r✐♥❣ t❤❡ ❙♣r✐♥❣ ♦❢ ✶✽✽✵✳
❚❤❡ ❢r❛❣♠❡♥t ❝♦♥❝❡r♥✐♥❣ t❤✐s ♦♣❡♥s ✇✐t❤ t❤❡ ❢♦❧❧♦✇✐♥❣ ❝♦♠♠✉♥✐❝❛t✐♦♥✿ ✏❆♥♦t❤❡r t❤✐♥❣
✇❤✐❝❤ ✇❡ s❤♦✉❧❞ tr② t♦ ♣r♦♠♦t❡ t♦❣❡t❤❡r✱ ❛❧❧ ♦❢ ✉s✱ ✐s t❤❡ s♣✐r✐t ♦❢ ❈❤r✐st✐❛♥ ❧♦✈❡ ❛♥❞
❧♦✈✐♥❣ ❦✐♥❞♥❡ss ❬❢r✐❡♥❞❧✐♥❡ss✱ ❛✛❛❜✐❧✐t②✱ ❛♠✐❛❜✐❧✐t②❪ ♦❢ ❙❛✐♥t ❋r❛♥❝✐s ♦❢ ❙❛❧❡s✳ ❚❤✐s s♣✐r✐t ✐s
❞❡❝r❡❛s✐♥❣ ❛♠♦♥❣ ✉s ❛♥❞ ❛s ❢❛r ❛s ■ ❤❛✈❡ ✇✐t♥❡ss❡❞ ♠②s❡❧❢ ✐♥ s❡✈❡r❛❧ ❤♦✉s❡s✱ ✐t ✐s ❞✇✐♥❞❧✐♥❣
♣❛rt✐❝✉❧❛r❧② ✐♥ t❤❡ s❝❤♦♦❧s ❬✐♥ t❤❡ ❝❧❛ss❡s❪✳✑ ❍❡ ❡①♣❧❛✐♥❡❞ t❤✐s ✐♠♣r❡ss✐♦♥✱ ♦r r❛t❤❡r t❤✐s
❝♦♥❝❧✉s✐♦♥✱ ❛s ❢♦❧❧♦✇s✿ ✏❚❤❡ t❡❛❝❤❡rs ❞♦ ♥♦t ❧✐❦❡ s♦♠❡ ❜♦②s ❛♥❞ ❞♦ ♥♦t tr❡❛t t❤❡♠ ✇❡❧❧✳
❖t❤❡r ❜♦②s ❛r❡ ❧❡❢t t♦ ❢❡♥❞ ❢♦r t❤❡♠s❡❧✈❡s✳ ❚❤❡ t❡❛❝❤❡rs ❞♦ ♥♦t t❛❦❡ ❝❛r❡ ♦❢ t❤❡♠ ❛♥❞
❧❡❛✈❡ t❤❡♠ ❛❧♦♥❡✱ ❜② ♥♦t t❡st✐♥❣ t❤❡♠ ❢♦r ❛ ❧♦♥❣❡r ♣❡r✐♦❞ ♦❢ t✐♠❡ ♦r ♥♦t ❝♦rr❡❝t✐♥❣ t❤❡✐r
❤♦♠❡✇♦r❦✳ ❚❤❡② s❡♥❞ ❜♦②s ♦✉t ♦❢ t❤❡ ❝❧❛ssr♦♦♠s ❛♥❞ ✇❤❡♥ t❤❡ s✉♣❡r✐♦rs s❡♥❞ t❤❡♠
❜❛❝❦ t♦ ❝❧❛ss✱ t❤❡② r❡❧✉❝t❛♥t❧② ❛❞♠✐t t❤❡♠ ❛♥❞ ❣r✐♣❡ ❛❜♦✉t t❤❡ s✉♣❡r✐♦r ❜❡❝❛✉s❡ ❤❡
❞✐❞ ♥♦t ❜❛❝❦ t❤❡♠ ✉♣✳ ■♥ ♦r❞❡r t♦ ❛✈♦✐❞ ❛ r♦✇ ✇✐t❤ t❤❡ t❡❛❝❤❡r ❛♥❞ ♣❛✐♥❢✉❧ ❞❡❝✐s✐♦♥s
❛❣❛✐♥st ❤✐♠ ❧❛t❡r✱ t❤❡ s✉♣❡r✐♦r ✐s s♦♠❡t✐♠❡s ❢♦r❝❡❞ t♦ ❡①♣❡❧ ♣✉♣✐❧s ❛♥❞ t❛❦❡ ✉♥❢r✐❡♥❞❧②
♠❡❛s✉r❡s ❛❣❛✐♥st s♦♠❡♦♥❡ ✇❤♦ ♠✐❣❤t ❤❛✈❡ ❜❡❡♥ ❛ttr❛❝t❡❞ t♦ r❡❧✐❣✐♦♥ ❛♥❞ ●♦❞ ✐❢ ❤❡ ❤❛❞
❜❡❡♥ tr❡❛t❡❞ ❜❡♥❡✈♦❧❡♥t❧②✳ ■ ❜❡❣ ②♦✉ t♦ ♣r❛❝t✐s❡ t❤✐s r❡❛❧ s♣✐r✐t ♦❢ ❧♦✈✐♥❣ ❦✐♥❞♥❡ss ❛♥❞
❈❤r✐st✐❛♥ ❧♦✈❡ ❛♥❞ ❞♦ ②♦✉r ✉t♠♦st t♦ s♣r❡❛❞ ✐t ❛♠♦♥❣ t❤❡ ♠❡♠❜❡rs ♦❢ t❤❡ ❝♦♥❣r❡❣❛t✐♦♥
✐♥ ♦✉r ❤♦✉s❡s✱ ♣❛rt✐❝✉❧❛r❧② ❛♠♦♥❣ t❤❡ t❡❛❝❤❡rs✳ ❊♥❝♦✉r❛❣✐♥❣ ❡❛❝❤ ♦t❤❡r ✇✐t❤ ❝❤❛r✐t② ❛♥❞
❦✐♥❞♥❡ss ✭❛✛❛❜✐❧✐t②✮ ✇✐❧❧ ❛❧✇❛②s ❜❡ ❛ ♣✐❧❧❛r ♦❢ ♦✉r ❤♦✉s❡s✳ ✶✷
❉♦♥ ❇♦s❝♦✱ ❤♦✇❡✈❡r✱ ❞✐❞ ♥♦t ❧❡❝t✉r❡ t❤❡♠ ♦♥ t❤✐s ♠❛tt❡r ❜② r❡❢❡rr✐♥❣ t♦ ❚❤❡ ❘❡❣✉❧❛✲
t✐♦♥s ❢♦r t❤❡ ❍♦✉s❡s✳ ❨❡t t❤❡r❡ ✐s ❛ ❞❡❧✐❝❛t❡ ❛❧❧✉s✐♦♥ ✐♥ ❤✐s ✇♦r❞✐♥❣✱ ❢♦r t❤❡ ✇♦r❞s r❡❧❛t❡
str♦♥❣❧② t♦ ❛ ❢❡✇ ❛rt✐❝❧❡s ✐♥ t❤❡ ❘❡❣✉❧❛t✐♦♥s ✿ ✏❚❤❡ ❧❡❛st ❝❧❡✈❡r ❜♦②s ♦❢ t❤❡ ❝❧❛ss s❤♦✉❧❞ ❜❡
♣❛rt✐❝✉❧❛r ♦❜❥❡❝ts ♦❢ ❝❛r❡ ❢♦r t❤❡ t❡❛❝❤❡rs✱ ✇❤♦ ❤❛✈❡ t♦ ❡♥❝♦✉r❛❣❡ ❜✉t ♥❡✈❡r t♦ ❤✉♠✐❧✐❛t❡
t❤❡♠✑ ❛♥❞✿ ✏❚❤❡② ❤❛✈❡ t♦ ❝♦♥t✐♥✉♦✉s❧② ❛♥❞ ✐♥❞✐s❝r✐♠✐♥❛t❡❧② ❤❡❛r t❤❡♠ ❛♥❞ s❤♦✇ ❣r❡❛t
r❡s♣❡❝t ❛♥❞ ❝❛r❡ ❢♦r ❛❧❧ t❤❡✐r ♣✉♣✐❧s✱ ♣❛rt✐❝✉❧❛r❧② t❤❡ s❧♦✇✲✇✐tt❡❞ ♦♥❡s✳ ❚❤❡② ♠✉st ♥♦t
❛❞♦♣t t❤❡ ♣❡r♥✐❝✐♦✉s ❛tt✐t✉❞❡ ♦❢ t❤♦s❡ t❡❛❝❤❡rs ✇❤♦ ❧❡❛✈❡ ❝❛r❡❧❡ss ♦r s❧♦✇ ♣✉♣✐❧s t♦ ❢❡♥❞
❢♦r t❤❡♠s❡❧✈❡s✳✑ ✶✸
❚❤❡ ♣❤r❛s❡ ✏♣❡r♥✐❝✐♦✉s ❛tt✐t✉❞❡✑ ♦❢ ❛ ❢❡✇ t❡❛❝❤❡rs ❞✉r✐♥❣ ❤✐s ❛❞❞r❡ss ❝♦✉❧❞ ♣❡r❤❛♣s st✐❧❧
❜❡ ✐♥t❡r♣r❡t❡❞ ❛t ✜rst ❤❡❛r✐♥❣ ❛s ❛♥ ❛❧❧✉s✐♦♥ t♦ t❡❛❝❤❡rs ♦✉ts✐❞❡ ❉♦♥ ❇♦s❝♦✬s s❝❤♦♦❧s✳ ❚❤❡
t❡❛❝❤❡rs t❤❡♠s❡❧✈❡s ❤❛❞ ❛❝t✉❛❧❧② ♣✉t ❢♦r✇❛r❞ ❛s ♦♥❡ ♦❢ t❤❡ ♠❛✐♥ ♦❜❥❡❝t✐✈❡s ♦❢ t❤❡ ❙❛❧❡s✐❛♥
❛♥❞ ✺t❤ ❝❧❛ss ✐♥ ❇♦r❣♦ ❙✳ ▼❛rt✐♥♦ ♦♥ ❏✉♥❡ ✶✼ ✶✽✼✾✿ ✏❋✐rst ■ s❤♦✉❧❞ ❧✐❦❡ t♦ r❡♣❧② t♦ ❛ ❢❡✇ s❤♦rt ❧❡tt❡rs
✇❤✐❝❤ ②♦✉r ❣♦♦❞ t❡❛❝❤❡r ❛♥❞ s❡✈❡r❛❧ ❜♦②s ✇r♦t❡ t♦ ♠❡✳ ❆s ■ ❝❛♥♥♦t ❞♦ s♦ ❢♦r ❡✈❡r② s✐♥❣❧❡ ♦♥❡ ♦❢
②♦✉✱ ■ s❤❛❧❧ ✇r✐t❡ ❛ ❧❡tt❡r t♦ ❛❧❧ ♦❢ ②♦✉ ❛♥❞ ■ ✐♥t❡♥❞ t♦ s♣❡❛❦ t♦ ②♦✉ ✐♥ ♣r✐✈❛t❡ ❞✉r✐♥❣ t❤❡ ♦♥❝♦♠✐♥❣
❝❡❧❡❜r❛t✐♦♥ ♦❢ ❙t ❆❧♦②s✐✉s✳✑ ✭❊ ■■■✱ ♣✳ ✹✼✻✮
✶✷■ ✈❡r❜❛❧✐ ❞❡❧ ❈● ✷✳ ❈♦♣✐❛ ♣✉❧✐t❛ ❞✐ ❉♦♥ ❇❛r❜❡r✐s✱ ❋❞❇ ✶✽✺✼ ❈ ✾✲✶✵✳ ❆❧s♦ ❇■❊❙▼❆◆❙✱ ❘✳✱ ❆♠♦r❡
❆♠♦r❡ ✈♦❧❡③③❛ ✭✶✽✼✻✲✶✽✽✹✮✱ ❉♦♥ ❇♦s❝♦ ❙t✉❞✐❡s ♥r✳ ✶✺✱ ♣♣✳✶✵✵✲✶✵✶❀ ✶✼✵❀ ✷✷✻✲✷✷✼✳
✶✸❖❊ ❳❳■❳ ❬✶✷✾✲✶✸✵❪✳ ❈❢✳ ✏ ❉❡❧✐❜❡r❛③✐♦♥✐ ❞❡❧ ❈❛♣✐t♦❧♦ ●❡♥❡r❛❧❡ ✑ ✭✶✽✼✼✮ ✐♥✿ ❖❊ ❳❳■❳ ❬✸✾✷❪ ❡♥ ✏ ❉❡❧✐❜✲
❡r❛t✐♦♥✐ ❞❡❧ s❡❝♦♥❞♦ ❈❛♣✐t♦❧♦ ●❡♥❡r❛❧❡ ❞❡❧❧❛ ♣✐❛ s♦❝✐❡tà ❙❛❧❡s✐❛♥❛✑ ✭✶✽✽✵✮ ✐♥ ❖❊ ❳❳❳■■■ ❬✼✾✲✽✵❪✳ ■♥
❛ ❝✐r❝✉❧❛r ❤❛r❞❧② ❛ ②❡❛r ❛❢t❡r ❉♦♥ ❇♦s❝♦✬s ♣❛ss✐♥❣ ❛✇❛② ▼✳ ❘✉❛ ✇✐❧❧ ✐♥s✐st ♦♥ ✐t ✐♥ t✉r♥✳ ✭▲❡tt❡r❡
❝✐r❝♦❧❛r✐ ❉♦♥✳▼✐❝❤❡❧❡ ❘✉❛ ❛✐ ❙❛❧❡s✐❛♥✐✱ ❚✉r✐♥✱✶✾✶✵✱ ♣♣✳ ✹✶✲✹✷✳✮
✶✻

2.7 Page 17

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s♦❝✐❡t②✿ t❤❡ ✐♥✐t✐❛t✐♦♥ ❛♥❞ ♣r❛❝t✐❝❡ ♦❢ ✏❡✈❡r② ✇♦r❦ ♦❢ s♣✐r✐t✉❛❧ ❛♥❞ ♣❤②s✐❝❛❧ ❈❤r✐st✐❛♥ ❧♦✈❡
t♦✇❛r❞s ②♦✉♥❣ ♣❡♦♣❧❡✱ ✐♥ ♣❛rt✐❝✉❧❛r t♦ ♣♦♦r ②♦✉♥❣st❡rs✳✑ ✶✹ ❆♥❞ ♣♦✈❡rt② ❤❛s ❣♦t ♠❛♥②
❢❛❝❡s✱ ❢♦r ❡①❛♠♣❧❡ ✐♥t❡❧❧❡❝t✉❛❧ ♣♦✈❡rt② ♦r ❧❛❝❦ ♦❢ ❝❡rt❛✐♥ ♠❡♥t❛❧ ❛❜✐❧✐t✐❡s✳ ❙t✐❧❧ t❤❡r❡
✇✐❧❧ ♥♦ ❞♦✉❜t ❤❛✈❡ ❜❡❡♥ ❝♦♥❢r❡r❡s ✇❤♦ ❝♦✉❧❞ ♥♦t ❝♦♣❡ ✈❡r② ✇❡❧❧ ✇✐t❤ t❤❡ ❞✐✈❡rs✐t② ♦❢
t❛❧❡♥ts ✐♥ ❝❧❛ss❡s ❛♥❞ t❤❡ ♣❡❞❛❣♦❣✐❝❛❧ ❛♥❞ ❛❞ ❤♦❝ ❞✐r❡❝t✐✈❡s ❝♦♥❝❡r♥✐♥❣ t❡❛❝❤✐♥❣ ❢r♦♠
❉♦♥ ❇♦s❝♦✳✶✺ ❈❡rt❛✐♥ t❡❛❝❤❡rs ✇♦✉❧❞ s✉r❡❧② ❤❛✈❡ ✇❛♥t❡❞✱ ✇✐t❤ t❤❡ ❜❡st ♦❢ ✐♥t❡♥t✐♦♥s✱
t♦ ✐♠♣r♦✈❡ st❛♥❞❛r❞s ❛♥❞ ✐♥ ♦r❞❡r t♦ ❛❝❤✐❡✈❡ t❤❛t ✏✇♦✉❧❞ ❤❛✈❡ tr✐❡❞ t♦ s❡♣❛r❛t❡ t❤❡
✇❤❡❛t ❢r♦♠ t❤❡ ❝❤❛✛✳✑ ❆❜♦✈❡ ✇❡ ❤❛✈❡ ❛❧r❡❛❞② s✉❣❣❡st❡❞ t❤❡r❡ ✇❛s s♦♠❡ ❦✐♥❞ ♦❢ ♥❡❡❞
t♦ s❤♦✇ ❡①❝❡❧❧❡♥t st✉❞② r❡s✉❧ts ✐♥ t❤❡ ❚✉r✐♥ s❝❤♦♦❧ ❝♦♥t❡①t✳✶✻ ❉♦♥ ❇♦s❝♦✱ ❤♦✇❡✈❡r✱
✐♥s✐st❡❞ ♦♥ ❤❛♠♠❡r✐♥❣ ❤♦♠❡ ❤✐s ♣♦✐♥s ♦❢ ✈✐❡✇✳ ❍❡ ✇❛s ♥♦ ❛❞✈♦❝❛t❡ ♦❢ ❡❧✐t❡ s❝❤♦♦❧s✱ ❜✉t
♣r♦♠♦t❡❞ ✐♥st✐t✉t❡s ✇✐t❤ ❛ ❤❡❛rt ❢♦r ♦r❞✐♥❛r② ②♦✉♥❣st❡rs✳ ❍✐s r✉❧❡s ❝❡rt❛✐♥❧② ❛✐♠❡❞ ❛t
❦❡❡♣✐♥❣ ❛ ♣♦s✐t✐✈❡ ❛♥❞ ❤❛♣♣② s♣✐r✐t ❛♠♦♥❣ t❤❡ ②♦✉♥❣st❡rs ♣r❡s❡♥t✳ ■❢ ②♦✉♥❣ ♣❡♦♣❧❡ ❣❡t
t❤❡ ✐♠♣r❡ss✐♦♥ t❤❡② ❛r❡ ♥❡❣❧❡❝t❡❞✱ ♥♦t t❛❦❡♥ ✐♥t♦ ❛❝❝♦✉♥t ♦r tr❡❛t❡❞ ✐♥ ❛ ✇r♦♥❣ ♦r ❡✈❡♥
✉♥❢❛✐r ✇❛②✱ t❤❡♥ ❝r✐t✐❝✐s♠✱ ❞✐s❝♦♥t❡♥t ❛♥❞ ❛ ❢❡❡❧✐♥❣ ♦❢ ♠❛❧❛✐s❡ ❛r❡ ♥❡✈❡r ❢❛r ❛✇❛②✳ ❚❤❡
s✉♥ ♦❢ t❤❡ ❤❛♣♣② ❛t♠♦s♣❤❡r❡ ♠❛② s♦♦♥ ❜❡ ❤❡❛✈✐❧② ❝❧♦✉❞❡❞ ♦✈❡r ❛♥❞ ✏t❤❡ r❡❛❧ s♣✐r✐t ♦❢
❙t ❋r❛♥❝✐s ❞❡ ❙❛❧❡s✑ ❛s ❞❡s❝r✐❜❡❞ ✐♥ ❤✐s ❛❞❞r❡ss ❛t t❤❡ ❙❡❝♦♥❞ ●❡♥❡r❛❧ ❈❤❛♣t❡r ✇♦✉❧❞
❞✇✐♥❞❧❡ ❜❡❢♦r❡ ❧♦♥❣✳ ■t ✐♥❞❡❡❞ ❤❛❞ ❞✐s❛str♦✉s ❝♦♥s❡q✉❡♥❝❡s✳ ❆s ❢♦r ❉♦♥ ❇♦s❝♦✱ ❤❡ ✇❛s
❝♦♥✈✐♥❝❡❞ ✐t ✇❛s ✐♥ t❤❡ ✜rst ♣❧❛❝❡ ❞❡tr✐♠❡♥t❛❧ t♦ t❤❡ ❞❡✈❡❧♦♣♠❡♥t ❛♥❞ ❝♦♥s❡r✈❛t✐♦♥ ♦❢
r❡❧✐❣✐♦✉s ✈♦❝❛t✐♦♥s✳ ✏❊✈❡r② ❞❛② ■ ♥♦t✐❝❡ ♦✉r s❝❤♦♦❧s ❣r♦✇✐♥❣ ❣r❛❞✉❛❧❧② s✐♠✐❧❛r t♦ ♦t❤❡r
s❝❤♦♦❧s✳ ❖♥❡ ❤❛r❞❧② ✜♥❞s t❤❛t ❢♦r♠❡r ❢❡r✈♦✉r ❛♠♦♥❣ t❤❡ ❜♦②s✱ ■ ♠❡❛♥ t❤❡ ❢❡r✈♦✉r ❢♦r
❣♦♦❞ t❤✐♥❣s✱ r❡❧✐❣✐♦♥ ❛♥❞ r❡❧✐❣✐♦✉s ♣❡rs♦♥s✳✑ ❬❚❤❛t ❜❡❝❛♠❡ ❡✈✐❞❡♥t ✐♥ t❤❡ ✈❡r② r❛❞✐❝❛❧
❝♦♠♣❛r✐s♦♥ ❜❡t✇❡❡♥ t❤❡ ♣r♦❜❧❡♠❛t✐❝ ❜❛rr❡♥ ♣r❡s❡♥t ❛♥❞ t❤❡ ❛♣♣❛r❡♥t❧② tr♦✉❜❧❡✲❢r❡❡ ❛♥❞
❢r✉✐t❢✉❧ ♣❛st✳❪ ❍❡ ❝♦♥❝❧✉❞❡❞ ❢r♦♠ t❤✐s✿ ✏❚❤❛t ✐s ✇❤② ✇❡ ♥❡❡❞ t♦ ❧✐✈❡ t♦❣❡t❤❡r ✇✐t❤
❈❤r✐st✐❛♥ ❧♦✈❡ ❛♥❞ ❦✐♥❞♥❡ss✳✑✳✳✳ ❋♦r ✏t❤r♦✉❣❤ t❤✐s ❈❤r✐st✐❛♥ ❧♦✈❡ ❛♥❞ t❤❡ ❛✛❡❝t✐✈❡ ❛♥❞
❛♠✐❛❜❧❡ ✇❛② ♦❢ ❧✐✈✐♥❣ t♦❣❡t❤❡r ②♦✉♥❣ ♣❡♦♣❧❡ ✇♦✉❧❞ ✈❡r② ♠✉❝❤ ❜❡ ❛ttr❛❝t❡❞ t♦ ♦✉r ✇❛②
♦❢ ❧✐❢❡✳ ✳ ✳ ✑ ❆♥❞ ❢✉rt❤❡r✿ ✏■❢ t❤❡♥ t❤❛t ❣❡♥t❧❡♥❡ss ✭❛♠✐❛❜✐❧✐t②✮ s❤♦✇✐♥❣ ✐ts❡❧❢ ❛♠♦♥❣ t❤❡
❝♦♥❢r❡r❡s ✢♦✇s t♦ t❤❡ ♣✉♣✐❧s t❤❡♠s❡❧✈❡s✱ ❛♥❞ t❤❡② ✇♦✉❧❞ ❜❡ ❛✛❡❝t❡❞ ❜② ❛♥ ❡❧❡❝tr✐❝ ❛♥❞
✐♥s♣✐r✐♥❣ ✇❛✈❡ ❛♥❞ ✇❡ ✇♦✉❧❞ ✉♥❞♦✉❜t❡❞❧② ❜❡ ✇✐♥♥✐♥❣ t❤❡✐r ❢r✐❡♥❞s❤✐♣ ❛♥❞ ✐♥✢✉❡♥❝✐♥❣
t❤❡✐r ✈♦❝❛t✐♦♥✳✑ ✶✼
■t ✐s ♦❜✈✐♦✉s t❤❛t ❉♦♥ ❇♦s❝♦ ❜❧❛♠❡❞ t❤❡ ❙❛❧❡s✐❛♥s ✐♥ ❣❡♥❡r❛❧ ❢♦r t❤✐s ❞❡❝❧✐♥❡ ✐♥ s❡✈❡r❛❧
❛r❡❛s✳ ●❡♥❡r❛❧✐③✐♥❣ ❝❛♥ ❜❡ q✉✐t❡ ❞❛♥❣❡r♦✉s✳ ❍❡ ❝♦♥s❡q✉❡♥t❧② ❤❛st❡♥❡❞ t♦ ♣✉t t❤✐♥❣s ✐♥t♦
♣❡rs♣❡❝t✐✈❡ ✕ ❛s ✐♥ t❤❡ ❧❡tt❡r t♦ t❤❡ ❱❛❧❞♦❝❝♦ ❜♦②s ✇✐t❤ r❡s♣❡❝t t♦ ②♦✉♥❣ ♣❡♦♣❧❡ ✕ ❛♥❞
♠❛❞❡ ✐t ❝❧❡❛r t❤❛t ❤❡ ♠❡❛♥t ♦♥❧② ❛ ❧✐♠✐t❡❞ ♥✉♠❜❡r ♦❢ ❙❛❧❡s✐❛♥s ❛♥❞ t❤❛t ✏♠♦st ♦❢ t❤❡♠
❡①❝❡❧❧❡❞ ✐♥ ✈✐rt✉❡✳✑ ❍❡ ✐♥s✐♥✉❛t❡❞ t❤✐s ❜② t❡❧❧✐♥❣ t❤❡ st♦r② ♦❢ ❛ ❜♦② ✇❛♥t✐♥❣ t♦ ❧❡❛✈❡ t❤❡
❖r❛t♦r② ❛♥❞ r❡♠❛r❦✐♥❣ t❤❛t ✏t❤♦s❡ ❢❡✇✑ t❡❛❝❤❡rs ❛♥❞ s✉♣❡r✐♦rs ✏❞✐❞ ♥♦t ❝♦♥st✐t✉t❡ t❤❡
s♣✐r✐t ♦❢ t❤❡ ❝♦♥❣r❡❣❛t✐♦♥✳✑ ✶✽ ❇✉t ✐t ✇❛s ♥♦ ✉s❡ ❝r②✐♥❣ ♦✈❡r s♣✐❧t ♠✐❧❦✳ ■t ❧♦♦❦❡❞ ❛s ✐❢
✶✹❖❊ ❳❳■❳ ❬✷✺✶❪✳
✶✺❉♦♥ ❇♦s❝♦ ✇❛♥t❡❞ t♦ ❤❡❧♣ ❛s ♠❛♥② ②♦✉♥❣st❡rs ❛s ♣♦ss✐❜❧❡ ❛♥❞ tr✐❡❞ t♦ r❡❛❧✐③❡ ✐t ❜② ❝❧❡✈❡r ❞✐r❡❝t✐✈❡s
❛❜♦✉t t❡❛❝❤✐♥❣✱ t❤❡ ✐♠♣❧❡♠❡♥t❛t✐♦♥ ♦❢ ✇❤✐❝❤ ❞✐❞ ♥♦t t✉r♥ ♦✉t t♦ ❜❡ s♦ ❡❛s②✳ ❈❢✳ ❇■❊❙▼❆◆❙✱ ❘✳✱
✶✽✻✻✲✶✽✼✻ ❉♦♥ ❇♦s❝♦ ❜❡tr♦✉✇❜❛r❡ ✇❡❣✇✐❥③❡r✳ ✳ ✳ ✱ ♣✳ ✹✹ ❛♥❞ ▼❇ ❳■✱ ♣♣✳ ✷✶✼✲✷✶✽❀ ❊▼❇ ❳■✱ ♣✳ ✷✵✵✳
✶✻❈❢✳ ❢♦♦t♥♦t❡ ✼ ✐♥ t❤✐s ❝❤❛♣t❡r✳ ▼♦r❡ ✐♥❢♦r♠❛t✐♦♥ ❛♥❞ ✜❣✉r❡s ♦♥ t❤✐s ❢♦r t❤❡ ②❡❛rs ❜❡❢♦r❡ ✶✽✼✼ ✐♥ ▼❇
❳■✱ ♣♣✳ ✷✶✾✲✷✷✶❀ ❊▼❇ ❳■✱ ♣♣✳ ✷✵✶✲✷✵✷✳
✶✼■ ✈❡r❜❛❧✐ ❞❡❧ ❈● ✷✳✳✳✱ ❋❞❇ ✶✽✺✼ ❈ ✶✵✲✶✶✳
✶✽ ■❜✐❞✳✱ ✶✽✺✼ ❈ ✶✶✲✶✷✳ ❈♦♥❝❡r♥✐♥❣ t❤❡ ✇♦r❞ ✏❢❡✇✑ ❝❢✳
❇■❊❙▼❆◆❙✱ ❘✳✱ ❉❡ ❜r✐❡❢ ✉✐t ❘♦♠❡ ❛❛♥ ❞❡
❥♦♥❣❡♥s✳ ✳ ✳ ✱ ♣♣✳ ✹✷❀ ✻✼✳ ❈❢✳ t♦♦ ▼❇ ❳■✱ ♣✳ ✷✷✼❀ ❊▼❇ ❳■✱ ♣✳ ✷✵✽✳ ■t ✐s ♣♦ss✐❜❧❡ ♦❜✈✐♦✉s❧② t❤❛t
✶✼

2.8 Page 18

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②♦✉♥❣st❡rs ❡❛s✐❧② ♣❛ss ❥✉❞❣❡♠❡♥ts ❜❛s❡❞ ♦♥ ❛ ♥❡❣❛t✐✈❡ ❡①♣❡r✐❡♥❝❡✳
❍✐s ❝♦♥s✐❞❡r❛t✐♦♥s✱ ✇❤✐❝❤ ❤❡ ❢♦r♠✉❧❛t❡❞ str❛✐❣❤t❢♦r✇❛r❞❧② ❛t t❤❡ st❛rt ♦❢ t❤❡ ❙❡❝♦♥❞
●❡♥❡r❛❧ ❈❤❛♣t❡r ♦♥ ✹ ❙❡♣t❡♠❜❡r ✶✽✽✵✱ ✇❡r❡ ❞r❛✇♥ ❢r♦♠ ❛ ♣❡rs♦♥❛❧ ❛♥❛❧②s✐s ❛♥❞ ✐♥t❡r♣r❡✲
t❛t✐♦♥ ♦❢ t❤❡ s✐t✉❛t✐♦♥ ✐♥ t❤❡ ❤♦✉s❡s✳ ❲❤✐❝❤ ✐♥t♦♥❛t✐♦♥ ♦❢ ✈♦✐❝❡ ❛♥❞ ✇❤✐❝❤ ❜♦❞② ❧❛♥❣✉❛❣❡
❤❡ ✉s❡❞✱ ✇❡ ❞♦ ♥♦t ❦♥♦✇✳ ❲❡ ♠❛② ❛ss✉♠❡ ❤♦✇❡✈❡r t❤❛t t❤❡ ❈❤❛♣t❡r ♣❛rt✐❝✐♣❛♥ts ✇❡r❡
✐♠♣r❡ss❡❞ ❜② t❤❡ ❝❤❛r❣❡✱ ❛❧t❤♦✉❣❤ ♠♦st ♦❢ t❤❡♠ ✇❡r❡ ❢❛♠✐❧✐❛r ✇✐t❤ ♠❛♥② ✐❞❡❛s ❛♥❞ ♣♦✐♥ts
♦❢ ✈✐❡✇ ✐♥ ❤✐s ❝r✐t✐❝❛❧ ❛❞❞r❡ss✳✶✾ P❡♥❡tr❛t✐♥❣❧② t❤♦✉❣❤ ❤❡ ♠❛② ❤❛✈❡ s♣♦❦❡♥✱ t❤❡ q✉❡st✐♦♥
♦❢ t❤❡ ❛❝t✉❛❧ ✐♠♣❛❝t ♦❢ ❤✐s ✇♦r❞s r❡♠❛✐♥s✳ ■t ✐s ♥♦t ✉♥❝♦♠♠♦♥ ❢♦r r❡♣♦rts ♦❢ ❞✐s❝✉ss✐♦♥s
❛♥❞ ♣r♦♣♦s❛❧s t♦ ✈❛♥✐s❤ ✐♥t♦ t❤❡ ❛r❝❤✐✈❡s ❛❢t❡r ❛ ●❡♥❡r❛❧ ❈❤❛♣t❡r ❛♥❞ r❡♠❛✐♥ t❤❡r❡ ✐♥
❧♦♥❣ ❧❛st✐♥❣ ✐❢ ♥♦t ❡t❡r♥❛❧ ♣❡❛❝❡✳ ❉✐❞ ❤✐s s♣❡❝t❛t♦rs ✕ ♠♦st ♦❢ t❤❡♠ r❡❝t♦rs ❛♥❞ ♠❛♥②
♦❢ t❤❡♠ st❛②✐♥❣ ❛t ❱❛❧❞♦❝❝♦ ✕ ♣❛ss ♦♥ t❤❡ ♠❡ss❛❣❡ ♦♥ ❛rr✐✈✐♥❣ ❤♦♠❡❄ ❲✐t❤ t❤❡ s❛♠❡
❛❝❝❡♥t❄ ■♥ t❤❡ s❛♠❡ ✇♦r❞✐♥❣❄ ❉✐❞ t❤❡② ❢r❡s❤❡♥ ✉♣ t❤❡ ❛rt✐❝❧❡s ♦❢ t❤❡ r✉❧❡s ♠❡♥t✐♦♥❡❞ ✐♥
t❤✐s ❝♦♥♥❡❝t✐♦♥❄
❉♦♥ ❇♦s❝♦ ♠♦st ♣r♦❜❛❜❧② ♣✉t ❢♦r✇❛r❞ t❤❡ s❛♠❡ ❝♦♥s✐❞❡r❛t✐♦♥s t♦ t❤❡ ❝♦♠♠✉♥✐t✐❡s
✇❤❡♥ ♣❛②✐♥❣ t❤❡♠ ❛ ✈✐s✐t✳ ▼❡❛♥✇❤✐❧❡ t❤❡ ♣r✐♥t✐♥❣ ♦❢ t❤❡ ❝♦♥❝❧✉s✐♦♥s ♦❢ t❤❡ ✶✽✽✵ ●❡♥❡r❛❧
❈❤❛♣t❡r ❞✐❞ ♥♦t ♠❛t❡r✐❛❧✐③❡✳ ❚❤❛t ✐s ❝❡rt❛✐♥❧② ❛ r❡❛s♦♥ ✇❤② ❛❧r❡❛❞② ❛t t❤❡ ❡♥❞ ♦❢
◆♦✈❡♠❜❡r ✶✽✽✵ ❤❡ s❡♥t ❛ ❧❡tt❡r ✐♥ ▲❛t✐♥ t♦ ❛❧❧ t❤❡ r❡❝t♦rs ♦❢ ❤♦✉s❡s r❡♠✐♥❞✐♥❣ t❤❡♠ ♦❢
t❤❡ ♠❛✐♥ s✉❜❥❡❝ts ♦❢ t❤❡ ❈❤❛♣t❡r✳ ❚❤❡ s❡✈❡♥t❤ ♣♦✐♥t ✇❡♥t ❛s ❢♦❧❧♦✇s✿ ✏❖✉r ♣❛t✐❡♥❝❡✱
♦✉r ❈❤r✐st✐❛♥ ❧♦✈❡ ❛♥❞ ❣❡♥t❧❡♥❡ss s❤♦✉❧❞ ❧✐❣❤t ✉♣ ✐♥ ✇♦r❞ ❛♥❞ ❞❡❡❞ ✐♥ s✉❝❤ ❛ ✇❛② t❤❛t
❈❤r✐st✬s ✇♦r❞s ❱♦s ❡st✐s s❛❧ t❡rr❛❡✱ ✈♦s ❡st✐s ❧✉① ♠✉♥❞✐ ❬②♦✉ ❛r❡ t❤❡ s❛❧t ♦❢ t❤❡ ❡❛rt❤✱ ②♦✉
❛r❡ t❤❡ ❧✐❣❤t ♦❢ t❤❡ ✇♦r❧❞❪ ❛r❡ ❡✛❡❝t❡❞ ✐♥ ✉s✳✑ ✷✵ ■t ❤❛❞ t✉r♥❡❞ ♦✉t t♦ ❜❡ ❛ ❧✐❢❡❧❡ss✱ ✇♦r♥
♦✉t ❛♥❞ ♥♦t ❡✈❡♥ ❛❝❝✉r❛t❡ s✉♠♠❛r② ♦❢ ❤✐s ❣❧♦✇✐♥❣ ✇❡❧❧✲❞♦❝✉♠❡♥t❡❞ ❛❞❞r❡ss✳
❚❤❡ ✇♦r❞✐♥❣ ✐♥ t❤❡ ♣✉❜❧✐❝❛t✐♦♥ ♦❢ t❤❡ ❝♦♥❝❧✉s✐♦♥s ♦❢ t❤❡ ❙❡❝♦♥❞ ●❡♥❡r❛❧ ❈❤❛♣t❡r✱
✇❤✐❝❤ ❛♣♣❡❛r❡❞ ❛s ❧❛t❡ ❛s ✶✽✽✷✱ ❞♦❡s ♠♦r❡ ❥✉st✐❝❡ t♦ t❤❡ ✐♥t❡♥t✐♦♥s ❛♥❞ ❉♦♥ ❇♦s❝♦✬s st②❧❡
♦❢ s♣❡❡❝❤ ✐♥ t❤❛t ❧♦♥❣ ❛❞❞r❡ss✿ ✏❚❤❡ ♣✐♦✉s✱ ♣✉♥❝t✉❛❧ ♠♦❞❡❧ ✇❛② ♦❢ ❧✐❢❡ ♦❢ t❤❡ ❙❛❧❡s✐❛♥s✱
t❤❡✐r ♠✉t✉❛❧ ❈❤r✐st✐❛♥ ❧♦✈❡✱ t❤❡✐r ✇❡❧❧✲♠❛♥♥❡r❡❞ ❛♥❞ ❣❡♥t❧❡✲❥♦✈✐❛❧ ✇❛② ♦❢ ❞❡❛❧✐♥❣ ✇✐t❤ t❤❡
♣✉♣✐❧s ❛r❡ ❡✣❝✐❡♥t ♠❡❛♥s t♦ ♣r♦♠♦t❡ r❡❧✐❣✐♦✉s ✈♦❝❛t✐♦♥s ❜❡❝❛✉s❡ ❵✇♦r❞s ❛r♦✉s❡ ❡①❛♠♣❧❡s
❞r❛✇✬✳✑ ✷✶ ❚❤❡ ❝♦♥t❡①t ♦❢ ❝❛r✐♥❣ ❢♦r ✈♦❝❛t✐♦♥s ✐s ❝♦♥s♣✐❝✉♦✉s ❛s ✇❡❧❧ ❛s t❤❡ ✇♦r❞s ✏ ❝❛r✐tà
❛♥❞ ✏ ❞♦❧❝❡③③❛✑ ❛♥❞ t❤❡ ✇❛② ♦❢ ❣❡tt✐♥❣ ♦♥ ✇✐t❤ t❤❡ ♣✉♣✐❧s ✐s ❡♠♣❤❛s✐③❡❞✳
❚❤❛t ❝♦♥❝❧✉s✐♦♥ ♦❜✈✐♦✉s❧② r❡♠❛✐♥s ❛ s✉❝❝✐♥❝t r❡✢❡❝t✐♦♥✱ ✇❤✐❝❤ ♠❛② s❡❡♠ ❛ s❧♦❣❛♥ ♦r
❝❧✐❝❤é ❢♦r❡✈❡r ✐♥ ♥❡❡❞ ♦❢ ❡①♣❧❛♥❛t✐♦♥ ✐♥ ❝♦♥❢❡r❡♥❝❡s ❛♥❞ ♣❡rs♦♥❛❧ ❞✐s❝✉ss✐♦♥s✳ ■t s❡❡♠s t♦
♠❡ ❛♥ ✐♥st❛♥t ❝❤❛❧❧❡♥❣❡ t♦ tr② ❛♥❞ ✜♥❞ ♦✉t ✐❢ ❛♥② tr❛❝❡s ♦❢ ❡①♣❧❛♥❛t✐♦♥ ❛♥❞ ❛♣♣❧✐❝❛t✐♦♥
❝❛♥ ❜❡ ❢♦✉♥❞✳ ❖♥❡ tr❛❝❦ t♦ ❜❡ ❢♦❧❧♦✇❡❞ ♠❛② ❜❡ ❋r ▲❛③③❡r♦✬s ❝♦♥st❛♥t ❞✐❛r② ❡♥tr✐❡s ✇✐t❤
❉♦♥ ❇♦s❝♦ ✇r♦t❡ ♦r s❛✐❞ ❵❢❡✇✬ ♠♦r❡ t❤❛♥ ✐♥ ♦♥❡ ❝❛s❡✱ ❜✉t ❛❝t✉❛❧❧② ♠❡❛♥t ✏q✉✐t❡ s♦♠❡✱ s❡✈❡r❛❧✑✱ ❡✈❡♥
✏♠❛♥②✑✳
✶✾❇■❊❙▼❆◆❙✱ ❘✳✱ ❆♠♦r❡✈♦❧❡③③❛✳ ✳ ✳ ✱ ♣♣✳ ✸✸✲✸✻✳ ❈❢✳ t♦♦ ▼❇ ❳■✱ ♣♣✳ ✷✶✼✲✷✶✽❀ ❊▼❇ ❳■✱ ♣♣✳ ✷✵✵ ❛♥❞
❤❡r❡ ❡❛r❧✐❡r✱ ❢♦♦t♥♦t❡ ✶✷✳
✷✵❊ ■■■✱ ♣✳ ✻✸✽✳ ▼❇ ❳■❱✱ ♣♣✳ ✺✷✵ ❡♥ ✼✾✺❀ ❊▼❇ ❳■❱✱ ♣✳ ✹✵✽✲✹✵✾✳ ❉✐s❝✉ss✐♥❣ t❤❛t ♣♦✐♥t ✐♥ ❇■❊❙▼❆◆❙✱
❘✳✱ ❆♠♦r❡✈♦❧❡③③❛✳ ✳ ✳ ✱ ♣♣✳ ✶✵✻✲✶✵✼❀ ✷✷✾✲✷✸✶✳ ❚❤❡ tr❛♥s❧❛t✐♦♥ ✏ ♠❛♥s✉❡t✉❞❡ ✑ ✭♠❡❡❦♥❡ss✱ ♠✐❧❞♥❡ss✮
✇❛s ✐♥s♣✐r❡❞ ❜② t❤❡ ▲❛t✐♥ ✇♦r❞ ✏ ♠❛♥s✉❡t✉❞♦✑ ✐♥ t❤❡ ▲❛t✐♥ ❧❡tt❡r❀ t❤❡ s✉❣❣❡st✐♦♥ ✏❦✐♥❞✑ ♦r ✏❧♦✈✐♥❣
❦✐♥❞♥❡ss✱ ♦♥ t❤❡ ♦t❤❡r ❤❛♥❞✱✑ ❜② t❤❡ ■t❛❧✐❛♥ ❞❡✜♥✐t✐♦♥ ♦r tr❛♥s❧❛t✐♦♥ ✭✏ ❞♦❧❝❡③③❛ ✑✮ ❢r♦♠ ❊✳ ❈❡r✐❛ ✐♥
▼❇ ❳■❱✱ ♣✳ ✺✷✵❀ ❊▼❇ ❳■❱✱ ♣✳ ✹✵✾✳ ■♥ t❤✐s ✇❛② ❊✳ ❈❡r✐❛ ❧✐♥❦s ✉♣ ❉♦♥ ❇♦s❝♦✬s ✇♦r❞✐♥❣ ✐♥ ❤✐s
❛❞❞r❡ss ❛t t❤❡ s❡❝♦♥❞ ●❡♥❡r❛❧ ❈❤❛♣t❡r✳ ❖♥❝❡ ♠♦r❡ ❝♦♥❝❡♣ts ❛♣♣❡❛r t♦ ❜❡ ✐♥t❡r❝❤❛♥❣❡❛❜❧❡✳ ❈❢✳ t♦♦
❈❊❘■❆✱ ❊✳✱ ❆♥♥❛❧✐ ❞❡❧❧❛ ❙♦❝✐❡tà ❙❛❧❡s✐❛♥❛ ■✱ ❚✉r✐❥♥✱ ❙❊■✱ ✶✾✹✶✱ ♣♣✳ ✹✻✻✲✹✻✼✳
✷✶❖❊ ❳❳❳■■■ ❬✻✺❪✳ ❇■❊❙▼❆◆❙✱ ❘✳✱ ❆♠♦r❡✈♦❧❡③③❛✳ ✳ ✳ ✱ ♣♣✳ ✶✵✶✲✶✵✸✳
✶✽

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❛♥♥♦t❛t✐♦♥s ❝♦♥❝❡r♥✐♥❣ t❤❡ ♠❡❡t✐♥❣s ♦❢ t❤❡ ❤♦✉s❡ ❝❤❛♣t❡r ❛t ❱❛❧❞♦❝❝♦ ❛♥❞ t❤❡ ♣❡rs♦♥♥❡❧
♠❡❡t✐♥❣s t❤❡r❡✳
✶✳✸ ❚r❛❝❡s ♦❢ t❤❡ ✐♠♣❛❝t ♦❢ t❤❡ ●❡♥❡r❛❧ ❈❤❛♣t❡r ✐♥ t❤❡
r❡♣♦rts ♦❢ t❤❡ ❤♦✉s❡ ❝❤❛♣t❡r ♠❡❡t✐♥❣s ❛♥❞ ♠❡❡t✐♥❣s ♦❢
♣❡rs♦♥♥❡❧ ✐♥ ❱❛❧❞♦❝❝♦ ❢r♦♠ ✶✽✽✵ t✐❧❧ t❤❡ ✜rst ✇❡❡❦s ♦❢
❏❛♥✉❛r② ✶✽✽✹
■t ♠❛② s❡❡♠ r❡♠❛r❦❛❜❧❡ t❤❛t ❋r ▲❛③③❡r♦ ❞✐❞ ♥♦t ✇r✐t❡ ❞♦✇♥ ❛♥②t❤✐♥❣ ❛❜♦✉t ❉♦♥ ❇♦s❝♦✬s
❛❜s❡♥❝❡ ❢r♦♠ ❱❛❧❞♦❝❝♦ ♥♦r ❛❜♦✉t ❛ ♣❡rs♦♥❛❧ ❝♦♥tr✐❜✉t✐♦♥ t♦ t❤❡ ●❡♥❡r❛❧ ❈❤❛♣t❡r✱ ♥♦t
❡✈❡♥ ❛♥ ✐♠♣r❡ss✐♦♥ ♦❢ ✐ts ❣❡♥❡r❛❧ ❝♦✉rs❡✳ P❡r❤❛♣s ❤❡ ❧❛❝❦❡❞ t❤❡ ♣❡❛❝❡ ♦❢ ♠✐♥❞ t♦ ❧♦♦❦
❜❛❝❦ ♦♥ ✐t ❛♥❞ t♦ ✇r✐t❡ t❤✐♥❣s ❞♦✇♥ ❜❡❝❛✉s❡ t❤❡ ♥❡✇ s❝❤♦♦❧ ②❡❛r ✶✽✽✵ ♥❡❡❞❡❞ ❛❧❧ ❤✐s
❡♥❡r❣② ❛♥❞ ❛tt❡♥t✐♦♥✳
❊✛♦rts ❜② ❋r ▲❛③③❡r♦ t♦ r❡♠❛✐♥ ❢❛✐t❤❢✉❧ t♦ t❤❡ ✏♣r❡✈❡♥t✐✈❡ s②st❡♠ ✑
❚♦✇❛r❞s t❤❡ ❡♥❞ ♦❢ ❖❝t♦❜❡r ❤❡ r❡s✉♠❡❞ ✇r✐t✐♥❣ ❛❣❛✐♥✳ ❍❡ ❧❛✐❞ ❞♦✇♥ t❤❛t t❤❡ ❝❤❛♣t❡r
❤❛❞ ❞❡❝✐❞❡❞ ✏t♦ s❡♣❛r❛t❡ t❤❡ t❤❡❛tr❡ ❣✐❣s ❢♦r t❤❡ ♣✉♣✐❧s ♦r st✉❞❡♥ts ❢r♦♠ t❤♦s❡ ♦❢ t❤❡
❛rt✐s❛♥s ❜❡❝❛✉s❡ ✐t ❛♣♣❡❛r❡❞ ✐♠♣♦ss✐❜❧❡ ❢♦r t❤❡ st✉❞② r♦♦♠ t♦ ❝♦♥t❛✐♥ ❛❧❧ t❤❡ ♣✉♣✐❧s✳✑ ■t
✇❛s ❛❧s♦ ❞❡❝✐❞❡❞ ✏t♦ ♦❢t❡♥ ✇r✐t❡ t♦ t❤❡ ♣❛r❡♥ts ♦r ❜❡♥❡❢❛❝t♦rs ♦❢ t❤♦s❡ ♣✉♣✐❧s ✇❤♦s❡ s❝❤♦♦❧
♣❡r❢♦r♠❛♥❝❡s ✇❡r❡ ❣♦✐♥❣ ❞♦✇♥ ♦✛❡r✐♥❣ ❧✐tt❧❡ ❤♦♣❡ ♦❢ s✉❝❝❡❡❞✐♥❣✳ ❙❡✈❡♥ ♦❢ t❤❡♠ ✇♦✉❧❞
❤❛✈❡ t♦ ❜❡ s❡♥t ❛✇❛②✳✑ ✷✷ ❚❤❡ ✜rst ❞❡❝✐s✐♦♥ ✇❛s ❡♥t✐r❡❧② ❝♦♠♣r❡❤❡♥s✐❜❧❡ ❛s ✐t ❝♦♥❝❡r♥❡❞
♦r❞❡r✱ ❞✐s❝✐♣❧✐♥❡ ❛♥❞ s❡❝✉r✐t②✳ ■♥ ❋❡❜r✉❛r② ❤❡ ❤❛❞ ❛❧r❡❛❞② ♣♦✐♥t❡❞ ♦✉t t❤❡ ❞❛♥❣❡rs ♦❢ t♦♦
❜✐❣ ❛ ❝r♦✇❞ ✐♥ ❛ ❜✉✐❧❞✐♥❣ ✇✐t❤ t♦♦ ❧✐tt❧❡ s♣❛❝❡ ❛♥❞ ✐♥s✉✣❝✐❡♥t ❧♦❛❞✲❜❡❛r✐♥❣ ❝❛♣❛❝✐t②✳✷✸
❚❤❡ s❡❝♦♥❞ ❞❡❝✐s✐♦♥ ♣❡r❤❛♣s ❞✐❞ ♥♦t ♠❛t❝❤ t❤❡ ♣♦✐♥t ♦❢ ✈✐❡✇ ❛t ❛❧❧ r❡❣❛r❞✐♥❣ ❛❞❡q✉❛t❡
♣❡❞❛❣♦❣✐❝❛❧ ❛♥❞ ❞✐❞❛❝t✐❝ ✇❛②s ♦❢ ❞❡❛❧✐♥❣ ✇✐t❤ ❞✐✈❡rs✐t② ✐♥ t❤❡ ❝❧❛ssr♦♦♠✳ ■t ✇❛s ❛ ♣♦✐♥t ♦❢
✈✐❡✇ ❉♦♥ ❇♦s❝♦ ❤❛❞ ❛r❞❡♥t❧② ❞❡❢❡♥❞❡❞ ❛♥❞ ✐♥❞❡❡❞ ♣✉t ❢♦r✇❛r❞ ✐♥ t❤❡ ●❡♥❡r❛❧ ❈❤❛♣t❡r✳
❆♥②✇❛②✱ t❤❡ ❡①♣✉❧s✐♦♥ ❢r♦♠ t❤❡ s❝❤♦♦❧ ✐♥ ❱❛❧❞♦❝❝♦ ❜❡❝❛✉s❡ ♦❢ ❧❛❝❦ ♦❢ t❛❧❡♥t ♦r st✉❞②
③❡❛❧ ❞♦❡s ♥♦t ❛❣r❡❡ ✇✐t❤ t❤❡ ❘❡❣✉❧❛t✐♦♥s ❢♦r t❤❡ ❍♦✉s❡s✷✹ ❚❤❡s❡ st✐♣✉❧❛t❡❞ ♦♥❧② ✏❝✉rs✐♥❣✱
✐♥❞❡❝❡♥❝②✱ t❤❡❢t✑✳ ❆❝❝♦r❞✐♥❣ t♦ P✐❡tr♦ ❇r❛✐❞♦✱ ✏❢♦r♠❛❧ ❛♥❞ s②st❡♠❛t✐❝ ❞✐s♦❜❡❞✐❡♥❝❡ ❛♥❞
✐♥s✉❜♦r❞✐♥❛t✐♦♥✑ ✇❡r❡ ❛❞❞❡❞ ❢r♦♠ ♣r❛❝t✐❝❡✳ ■t ✐s ✐♠♣♦ss✐❜❧❡ t♦ ❞❡r✐✈❡ ❢r♦♠ t❤❡ ❝♦♥❝❧✉s✐♦♥
♦❢ t❤❡ ❤♦✉s❡ ❝♦✉♥❝✐❧ ♠❡❡t✐♥❣ ✐♥ ❖❝t♦❜❡r ✶✽✽✵ ✇❤❡t❤❡r t❤❡ s❡✈❡♥ ♠♦r❡ ♦r ❧❡ss ❜❛❞❧②
♣❡r❢♦r♠✐♥❣ ♣✉♣✐❧s ❛❧s♦ ❧❛❝❦❡❞ ❞✐s❝✐♣❧✐♥❡ ❛♥❞ s♦ ✇❡r❡ ❞❡❣r❛❞✐♥❣ t❤❡ ❣❡♥❡r❛❧ ❣♦♦❞ s♣✐r✐t ✐♥
t❤❡ ❤♦✉s❡✳ P✉tt✐♥❣ t❤❡ ❝♦♥s❡q✉❡♥❝❡s ♦❢ ❡①♣✉❧s✐♦♥ ✐♥t♦ ♣❡rs♣❡❝t✐✈❡ ♠♦st ♣r♦❜❛❜❧② ❛♣♣❧✐❡❞
t♦ t❤❡♠ ❛s ❇r❛✐❞♦ s✉❣❣❡sts ✇❤❡♥ ❞✐s❝✉ss✐♥❣ t❤❡ ♠❛tt❡r ♦❢ ❡①♣✉❧s✐♦♥s ❜② ❉♦♥ ❇♦s❝♦✳ ❖♥❡
❝❡rt❛✐♥❧② ♥❡❡❞s t♦ ♣✉t t❤✐s ✇✐t❤✐♥ t❤❡ ❢r❛♠❡✇♦r❦ ♦❢ ❉♦♥ ❇♦s❝♦✬s ♠✐♥❞s❡t✱ t✐♠❡s ❛♥❞
s♣✐r✐t✳✷✺
✷✷P❘❊▲▲❊❩❖✱ ❏✳▼✳✱ ❱❛❧❞♦❝❝♦✳✳✳✱ ♣✳ ✷✹✺✴✸✹✷✲✸✹✾✳
✷✸P❘❊▲▲❊❩❖✱ ❏✳▼✳✱ ❱❛❧❞♦❝❝♦✳ ✳ ✳ ✱ ♣✳ ✽✵✴✶✵✽✵✲✶✵✽✶✳
✷✹❖❊ ❳❳■❳ ❬✶✽✺❪✳
✷✺❋♦r t❤❡ ❝♦♠♣❧❡t❡ ♣❛r❛❣r❛♣❤ ❝❢✳ ❇❘❆■❉❖✱ P✳✱ Pr❡✈❡♥✐r❡ ♥♦♥ r❡♣r✐♠❡r❡✳ ■❧ s✐st❡♠❛ ♣r❡✈❡♥t✐✈♦ ❞✐ ❉♦♥
❇♦s❝♦✱ ❘♦♠❡✱ ▲❆❙✱ ✶✾✾✾✱ ♣✳ ✷✶✽ ❛♥❞ ♣♣✳ ✸✹✼✲✸✹✽✳ P ❇r❛✐❞♦ ♣✉ts t❤❡ ❝♦♥s❡q✉❡♥❝❡s ♦❢ t❤♦s❡ ❡①♣✉❧s✐♦♥s
❢♦r t❤❡ ②♦✉♥❣st❡rs ✐♥✈♦❧✈❡❞ ✐♥t♦ ♣❡rs♣❡❝t✐✈❡✳ ❚❤❡ r❡❧❛t✐✈✐s❛t✐♦♥ ❜♦✐❧s ❞♦✇♥ t♦ t❤❡ ❢❛❝t t❤❛t t❤❡s❡ ❜♦②s
✏❞✐❞ ♥♦t ❣♦ ❜❛❝❦ t♦ ❛ s✐t❡ ♦❢ ❞❡str✉❝t✐♦♥✳ ❚❤❡② ❞✐❞ ♥♦t❤✐♥❣ ❡❧s❡ ❜✉t ❣♦ ❜❛❝❦ t♦ t❤❡✐r ❢❛♠✐❧② ❛♥❞
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❋r♦♠ ❋❡❜r✉❛r② ✶✽✽✶ ✐♥ t❤❡ s❛♠❡ s❝❤♦♦❧ ②❡❛r ✇❡ ❞✐s❝♦✈❡r ♠♦r❡ tr❛❝❡s ♣♦✐♥t✐♥❣ t♦ t❤❡
❞❡s✐r❡ t♦ t❛❦❡ ❉♦♥ ❇♦s❝♦✬s ✇♦r❞s ❛t t❤❡ ●❡♥❡r❛❧ ❈❤❛♣t❡r ✭✶✽✽✵✮ ♠♦r❡ s❡r✐♦✉s❧② ❛♥❞ t♦
r❡❛❧❧② ❢♦❧❧♦✇ t❤❡ ❞✐r❡❝t✐♦♥ ✇❤✐❝❤ ❤❡ ❤❛❞ ❜❡❡♥ ✐♥❞✐❝❛t✐♥❣✳ ❖♥ ✽ ❋❡❜r✉❛r② t❤❡r❡ ✇❛s ❛
♠❡❡t✐♥❣ ♦❢ ✏❛❧❧ t❡❛❝❤❡rs ♦❢ t❤❡ ♠❛❥♦r ❛♥❞ ♠✐♥♦r s✉❜❥❡❝ts ❛♥❞ t❤❡ r❡s♣❡❝t✐✈❡ ❛ss✐st❛♥ts✳
❚✇♦ ❘✉❧❡s ✇❡r❡ r❡❛❞ ♦✉t✱ ♦♥❡ ❢♦r t❤❡ t❡❛❝❤❡rs ❛♥❞ ❛♥♦t❤❡r ❢♦r t❤❡ ❛ss✐st❛♥ts✳ ❆t t❤❡
❡♥❞ t❤❡ r❡❛❞✐♥❣ ♦❢ t❤❡ ♣r❡✈❡♥t✐✈❡ s②st❡♠ ✇❛s ❛❞❞❡❞✳ ❖♥❧② ❛ ❢❡✇ r❡♠❛r❦s ✇❡r❡ ♠❛❞❡ ❛s
❡✈❡r②t❤✐♥❣ ❛♣♣❡❛r❡❞ t♦ s♣❡❛❦ ❢♦r ✐ts❡❧❢✳ ❖♥❡ ♦❜s❡r✈❛t✐♦♥ ✇❛s ❛❞❞❡❞ t♦ t❤❡ r❡♠❛r❦s✿ ♦♥❡
♥❡✈❡r ♦✉❣❤t s❛② ✏■✬❧❧ ❣✐✈❡ ②♦✉ ❛ ✼ ♦r ❛♥ ✽ ❛t t❤❡ ❡♥❞ ♦❢ t❤❡ ♠♦♥t❤✳ ◆❡✈❡r ❧❛② ❞♦✇♥ ❛
♠❛r❦✱ ❜✉t s✐♠♣❧② s❛② ✏■ ✇✐❧❧ ❤❛✈❡ t♦ ❝r❡❞✐t ②♦✉ ✇✐t❤ ❛ ❧♦✇❡r ♠❛r❦✱ ❛ ❜❛❞ ♠❛r❦ ❡t❝✳✑ ✷✻
❚❤❡r❡ ✇❡r❡ ❡✈✐❞❡♥t❧② ♥♦t t✇♦ ✏❘❡❣✉❧❛t✐♦♥s✑✱ ❜✉t t❤❡r❡ ✇❡r❡ t✇♦ ❝❤❛♣t❡rs ❬❱■ ✕ ✇✐t❤
♣♦ss✐❜❧② ❱■■ ✕ ❛♥❞ ❱■■■ ♦❢ t❤❡ ✜rst ♣❛rt❪ ✇❤✐❝❤ ❝♦✉❧❞ ❜❡ ❛♣♣❧✐❡❞ ❢r♦♠ t❤❡ ❘❡❣✉❧❛t✐♦♥s ❢♦r
t❤❡ ❍♦✉s❡ s✳✷✼ ■t ✐s ♠❡❛♥✐♥❣❢✉❧ t♦ ♠❡♥t✐♦♥ ❛❧s♦ t❤❛t t❤❡ ❝♦♠♣❧❡t❡ ❡ss❛② ♦♥ t❤❡ ♣r❡✈❡♥t✐✈❡
s②st❡♠✱ ✐✳❡✳ ❚❤❡ Pr❡✈❡♥t✐✈❡ ❙②st❡♠ ✐♥ t❤❡ ❡❞✉❝❛t✐♦♥ ♦❢ t❤❡ ②♦✉♥❣ ✇❛s r❡❛❞ ♦✉t✳ ■t ✇❛s
♣❛rt✐❝✉❧❛r❧② ✐♠♣♦rt❛♥t t♦ ❤✐♠❀ ✐t ♥❡❡❞❡❞ ♣r❛❝t✐❝❛❧❧② ♥♦ ❢✉rt❤❡r ❝❧❛r✐✜❝❛t✐♦♥✳ ❚❤❡ ❛❞❞❡❞
♥♦t❡ ♦♥ ✏♠❛r❦s✑ ❢♦r ❛tt✐t✉❞❡ ❛♥❞ ③❡❛❧ ✇❛s ✐♠♣♦rt❛♥t ❜❡❝❛✉s❡ ✐t ❞❡❛❧t ✇✐t❤ t❤r❡❛t ❛♥❞
♣✉♥✐s❤♠❡♥t ✇❤✐❝❤ ❛s s✉❝❤ ❞✐❞ ♥♦t ❝♦♠♣❧② ✇✐t❤ t❤❡ ✏s♣✐r✐t ♦❢ ❈❤r✐st✐❛♥ ❧♦✈❡ ❛♥❞ ❢r✐❡♥❞❧②
❛♠✐❛❜✐❧✐t② ♦❢ ❙t ❋r❛♥❝✐s ❞❡ ❙❛❧❡s✳✑ ❆❢t❡r ❛❧❧✱ t❤❛t ❤❛❞ ❜❡❡♥ t❤❡ ❝♦r❡ ♦❢ ❉♦♥ ❇♦s❝♦✬s ❛❞❞r❡ss
❛t t❤❡ ●❡♥❡r❛❧ ❈❤❛♣t❡r✳
❋r ▲❛③③❡r♦ r❡s♣♦♥❞❡❞ ♦♥❡ ♦❢ ❉♦♥ ❇♦s❝♦✬s ✇✐s❤❡s ❜② t❤✐s ✇❛② ♦❢ ❤❛♥❞❧✐♥❣ t❤✐♥❣s ❛t
♠❡❡t✐♥❣s✳ ❚❤✐s ❞❡s✐r❡ ✇❛s ❝♦♥✜r♠❡❞ ✐♥ ❛ ❧❡tt❡r ♦❢ ❉♦♥ ❇♦s❝♦ t♦ ❋r ❘♦♥❝❤❛✐❧ ✐♥ ◆✐❝❡ ❛
❢❡✇ ✇❡❡❦s ❧❛t❡r ✷✾ ▼❛r❝❤ ✶✽✽✶✿ ❊♥❞❡❛✈♦✉r t♦ s✉♠♠♦♥ ②♦✉r ❤♦✉s❡ ❝❤❛♣t❡r ♦❢t❡♥✱ ❛♥❞
✐♥s✐st t❤❛t ♥♦ ♦♥❡ ✐s t♦ str✐❦❡ t❤❡ ❜♦②s ❛♥❞ t❤❛t ❡❛❝❤ ♦♥❡ ✐s t♦ r❡❛❞ t❤❡ r✉❧❡s ✇❤✐❝❤ ❛♣♣❧②
t♦ ❤✐♠✳✑ ✷✽
❆❧t❤♦✉❣❤ t❤❡ ❘❡❣✉❧❛t✐♦♥s ❛♥❞ t❤❡ ✇r✐tt❡♥ ✇♦r❦s ♦❢ ❉♦♥ ❇♦s❝♦ ✇❡r❡ ♦✉tst❛♥❞✐♥❣ ✐♥
❝❧❛r✐t②✱ ❋r ▲❛③③❡r♦ ❞✐❞ ♥♦t ❝♦♥s✐❞❡r ✐t r❡❞✉♥❞❛♥t t♦ r❡♣❡❛t t❤❡♠ ❢r♦♠ t✐♠❡ t♦ t✐♠❡✳
◆♦t ❧♦♥❣ ❛❢t❡r t❤❡ ❜❡❣✐♥♥✐♥❣ ♦❢ t❤❡ s❝❤♦♦❧ ②❡❛r ✶✽✽✶✲✶✽✽✷ ❤❡ ❜r♦✉❣❤t t❤❡ ❛ss✐st❛♥ts ♦❢
t❤❡ ❝❧❛ss❡s ❛♥❞ ❞♦r♠✐t♦r✐❡s t♦❣❡t❤❡r t♦ r❡❛❞ ✇✐t❤ t❤❡♠ t❤❡ r❡s♣❡❝t✐✈❡ ❛rt✐❝❧❡s ♦❢ t❤❡
❘❡❣✉❧❛t✐♦♥s✳ ✏❆ ❢❡✇ ❡ss❡♥t✐❛❧ ♥♦r♠s ✇❡r❡ ❡♠♣❤❛s✐s❡❞✳ ■t ✇❛s ❞❡❝✐❞❡❞ t❤❛t ❡❛❝❤ ❛ss✐st❛♥t
♦❢ t❤❡ ❞♦r♠✐t♦r✐❡s s❤♦✉❧❞ ❤❛✈❡ t❤❡ s♣❡❝✐✜❝ r✉❧❡s ❢♦r t❤❡ ❛ss✐st❛♥ts ❛t ❤✐s ❞✐s♣♦s❛❧ ♥❡①t t♦
t❤❡ r✉❧❡s ❢♦r t❤❡ ❞♦r♠✐t♦r✐❡s ✏ ❚❤❡ ✜rst r❡❛❞✐♥❣ ♦r t❤❡ ❢r❡s❤❡♥✐♥❣ ✉♣ ♦❢ t❤❡ ❛♣♣r♦♣r✐❛t❡
❛rt✐❝❧❡s ✇❛s ✐♥ ♥♦ ✇❛② ❛ ❢♦r♠❛❧ ♦❝❝✉rr❡♥❝❡ ❢♦r t❤❡ ♥♦t❡ ✇❡♥t ♦♥✿ ✏❚❤❡ ♠❡❡t✐♥❣ ❧❛st❡❞ ❢♦r
❛❜♦✉t t✇♦ ❤♦✉rs✳✑ ✷✾
❆❜♦✉t t❤❡ s❛♠❡ t✐♠❡ ✏t❤❡ r✉❧❡s ♦r r❛t❤❡r t❤❡ t❛s❦ ♦❢ t❤❡ ❝❛t❡❝❤✐st ♦❢ t❤❡ ♣✉♣✐❧s ✇❛s
❡①♣❧❛✐♥❡❞ ❞♦✇♥ t♦ t❤❡ s♠❛❧❧❡st ❞❡t❛✐❧✳✑ ✸✵
■♥ t❤✐s ✇❛② ❋r ▲❛③③❡r♦ ♠❛❞❡ ❛ ❣r❡❛t ❡✛♦rt t♦ ♣r❡s❡r✈❡ ❛♥❞ str❡♥❣t❤❡♥ t❤❡ s♣✐r✐t ♦❢
t❤❡ ✏♣r❡✈❡♥t✐✈❡ s②st❡♠✑ ❛♥❞ r❡♠❛✐♥ ❧♦②❛❧ t♦ ✏t❤❡ s♣✐r✐t ♦❢ ❙t ❋r❛♥❝✐s ❞❡ ❙❛❧❡s✑ ❛♥❞ ❝♦♥s❡✲
q✉❡♥t❧② ♦❢ ❉♦♥ ❇♦s❝♦✳ ❚❤✉s ❉♦♥ ❇♦s❝♦✬s ✐❞❡❛s ❛♥❞ ♣♦✐♥ts ♦❢ ✈✐❡✇ r❡♠❛✐♥❡❞ t❤❡ st❛♥❞❛r❞✳
r❡❧❛t✐✈❡s ❛♥❞ t❛❦❡ ✉♣ ❛❣❛✐♥ ❵t❤❡ ❜✉r❞❡♥ ♦❢ t❤❡ ❞❛② ❛♥❞ t❤❡ ❜✉r♥✐♥❣ ❤❡❛t✬ ✭▼t✳ ✷✵✱✶✷✮✱ ❢r♦♠ ✇❤✐❝❤
t❤❡② ❤❛❞ ❡s❝❛♣❡❞✳✑
✷✻P❘❊▲▲❊❩❖✱ ❏✳▼✳✱ ❱❛❧❞♦❝❝♦✳ ✳ ✳ ✱ ♣✳ ✷✹✻✴✸✺✽✲✸✻✹✳
✷✼❖❊ ❳❳■❳ ❬✶✷✾✲✶✸✶❪❀ ❬✶✸✷✲✶✸✹❪ ❛♥❞ ♣♦ss✐❜❧② ❬✶✸✶✲✶✸✷❪✳
✷✽❊ ■❱✱ ♣✳ ✸✹✳ ❈❢✳ ❛❧s♦ ▼❇ ❳❱✱ ♣✳ ✶✸✸✴ ✐t❡♠ ✹❀ ❊▼❇ ❳❱✱ ♣♣✳ ✶✵✹✲✶✵✺✳
✷✾P❘❊▲▲❊❩❖✱ ❏✳▼✳✱ ❱❛❧❞♦❝❝♦✳ ✳ ✳ ✱ ♣✳ ✷✹✽✴✹✵✵✲✹✵✹✳
✸✵■❜✐❞✳✱ ♣✳ ✷✹✽✴✹✵✼✳
✷✵

3 Pages 21-30

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3.1 Page 21

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Pr❛❝t✐❝❛❧ ❣✉✐❞❛♥❝❡ ❢♦r t❤❡ ♣❡rs♦♥♥❡❧ r❡❝♦♥❝✐❧✐♥❣ tr❛❞✐t✐♦♥ ❛♥❞ ❛❞❛♣t❛t✐♦♥ t♦ ❝❤❛♥❣❡❞
❝✐r❝✉♠st❛♥❝❡s ✇❤✐❝❤ ♥❡❝❡ss✐t❛t❡❞ ♥❡✇ ❞❡♠❛♥❞s ❝♦♥❝❡r♥✐♥❣ ♦r❞❡r ❛♥❞ ❞✐s❝✐♣❧✐♥❡
▼❡❛♥✇❤✐❧❡ ♠❡❛s✉r❡s ✇❡r❡ t❛❦❡♥ ❛t t❤❡s❡ ♠❡❡t✐♥❣s t♦ ♣r♦♠♦t❡ ♦r❞❡r ❛♥❞ ❞✐s❝✐♣❧✐♥❡ ✇✐t❤
t❤❡ ❜♦②s✱ ❡s♣❡❝✐❛❧❧② ✇❤❡r❡ ♥❡❡❞❡❞✳ ❚❤❡ ❜♦②s ✇❤♦ ✇❡r❡ ❛❧❧♦✇❡❞ ✏t♦ ❧❡❛✈❡ t❤❡ ✐♥st✐t✉t❡ ✐♥
♦r❞❡r t♦ ❣♦ ❛♥❞ t❡❛❝❤ ❝❛t❡❝❤✐s♠ ❧❡ss♦♥s ❝♦✉❧❞ ♥♦ ❧♦♥❣❡r ❧♦✐t❡r ❛❜♦✉t t❤❡ ♣❧❛②❣r♦✉♥❞ ❛❢t❡r
❝♦♠✐♥❣ ❜❛❝❦ ✇❤✐❧❡ t❤❡ ♦t❤❡rs ✇❡r❡ ♣r❛②✐♥❣ ♦r st✉❞②✐♥❣✳✑ ❚❤❡ ❜♦②s ✐♥ t❤❡ ♣❧❛②❣r♦✉♥❞
❝♦✉❧❞ ❜❡ ❛ s♦✉r❝❡ ♦❢ ❞✐st✉r❜❛♥❝❡✳ ✏❚❤❡② t♦♦ ❤❛❞ t♦ ❣♦ t♦ t❤❡ ❝❤❛♣❡❧✱ ♦r t❤❡ st✉❞②
r♦♦♠✱✑ ✸✶✱ ✇❤✐❝❤ ✇❛s ♣r♦❜❛❜❧② ❧❡ss ❛❣r❡❡❛❜❧❡ t♦ t❤❡♠ t❤❛♥ ❝♦♥t✐♥✉✐♥❣ t❤❡✐r ♣r✐✈✐❧❡❣❡s ✐♥
❛ s♦rt ♦❢ ❞✐st✉r❜✐♥❣ ✇❛②✳
❆♥♦t❤❡r ❦✐♥❞ ♦❢ t❛s❦ ✇❤✐❝❤ t✉r♥❡❞ ✐♥t♦ ❛ ♣r✐✈✐❧❡❣❡ ❢♦r t❤❡ ❜♦②s ✐♥✈♦❧✈❡❞ ✇❛s s❡r✈✐♥❣
t❤❡ ❡✈❡♥✐♥❣ ♠❡❛❧✳ ❚❤❡② ✇❡r❡ ❛❧❧♦✇❡❞ t♦ ❣♦ ❛♥❞ ❡❛t ❜❡❢♦r❡ t❤❡ ♦t❤❡rs✳ ■❢ t❤❡② ❣♦t t♦♦
♠✉❝❤ t✐♠❡ t♦ ❞♦ s♦✱ t❤❡② ❛♣♣❛r❡♥t❧② ❝♦✉❧❞ ❝❛✉s❡ q✉✐t❡ s♦♠❡ ❞✐st✉r❜❛♥❝❡✳ ❚❤❛t ✐s ✇❤② ♦♥
✹ ❉❡❝❡♠❜❡r ✶✽✽✶ ✐t ✇❛s ❞❡❝✐❞❡❞ t✇❡♥t② ♠✐♥✉t❡s ✇♦✉❧❞ ❞♦✳ ■♥ t❤✐s ✇❛② ✏t❤❡ ❞✐s❝♦♠❢♦rt
♦❢ t♦♦ ♠✉❝❤ ♥♦✐s❡ ✇❤✐❝❤ t❤❡② ♠❛❞❡ ✐♥ t❤❡ ♣❧❛②❣r♦✉♥❞ ✐♥ t❤❡ t✐♠❡ ❜❡t✇❡❡♥ t❤❡✐r ❡✈❡♥✐♥❣
♠❡❛❧ ✭s✉♣♣❡r✮ ❛♥❞ t❤❛t ♦❢ t❤❡ ♦t❤❡rs✱ ❝♦✉❧❞ ❜❡ ♣r❡✈❡♥t❡❞✳✸✷
❙✉❝❤ ♠❡❛s✉r❡s✱ ✇❤✐❝❤ ❝♦♥✜♥❡❞ ♦r r❡str✐❝t❡❞ ❝❡rt❛✐♥ ❛❝q✉✐r❡❞ ❢♦r♠s ♦❢ ❢r❡❡❞♦♠ ♦❢ t❤♦s❡
②♦✉♥❣st❡rs✱ ✇❡r❡ ♣r❡❢❡rr❡❞ t♦ ❡♠♣❧♦②✐♥❣ ❛♥ ❡①tr❛ s✉♣❡r✈✐s♦r ♦r ❛ss✐st❛♥t✳ Pr♦❜❛❜❧② t❤✐s
✇❛s ♥♦t ✉♥r❡❛❧✐st✐❝ t❛❦✐♥❣ ✐♥t♦ ❛❝❝♦✉♥t t❤❡ ❛t t✐♠❡s r❛t❤❡r ✉♥❝♦♥tr♦❧❧❛❜❧❡ ❢♦r❝❡ ♦❢ t❤❡
②♦✉♥❣st❡rs✳ ❚❤❛t ❞♦❡s ♥♦t ❛❧t❡r t❤❡ ❢❛❝t t❤❛t t❤❡ ②♦✉♥❣st❡rs t❤❡♠s❡❧✈❡s ❞✐s❧✐❦❡❞ t❤♦s❡
♠❡❛s✉r❡s ❛♥❞ s♦♠❡t✐♠❡s s❤♦✇❡❞ ✐t t♦♦✳
❆♥♦t❤❡r ❤❛❜✐t t❤❛t ❝♦✉❧❞ ♥♦ ❧♦♥❣❡r ❜❡ t♦❧❡r❛t❡❞ ✇❛s t❤❡ ❝❤❛tt❡r t❤❛t t♦♦❦ ♣❧❛❝❡ ❛❢t❡r
❡✈❡♥✐♥❣ ♣r❛②❡r✳ ❍♦✇❡✈❡r✱ t❤❡② ✐♥t❡♥❞❡❞ t♦ ❤❛♥❞❧❡ t❤✐s ✏tr❛❞✐t✐♦♥✑ ✇✐t❤ ❝❛r❡✿ ✏❲❡ ❞✐s✲
❝✉ss❡❞ t❤❡ ♥❡❡❞ ❢♦r s✐❧❡♥❝❡ ❛❢t❡r ❡✈❡♥✐♥❣ ♣r❛②❡r✳ ❙❤♦✉❧❞ ✇❡ ❣♦ ❢♦r ❛❜s♦❧✉t❡ ♦r r❡❧❛t✐✈❡
s✐❧❡♥❝❡❄ ❚❤❛t ✇❛s t❤❡ q✉❡st✐♦♥✳ ❲❡ ♦♣t❡❞ ❢♦r r❡❧❛t✐✈❡ s✐❧❡♥❝❡ ✐♥ t❤❡ ❝♦♥t❡①t ♦❢ t❤❡ ❤♦✉s❡
s♣✐r✐t ❛♥❞ ❞✐s❝♦♠❢♦rt ♦❢ t❤❡ r♦♦♠✳✑ ❚❤❡ ✇❛② t❤❡ r❡♣♦rt ❝♦♥t✐♥✉❡s ♣r♦✈❡s ❤♦✇ ❞❡❧✐❝❛t❡ t❤❡
♠❛tt❡r ✇❛s✿ ✏❋r ▲❛③③❡r♦ ❞❡❝✐❞❡❞ t♦ ✜rst t❛❧❦ ❛❜♦✉t ✐t ✇✐t❤ t❤❡ ❝❧❡r✐❝s ❛♥❞ t❤❡ ❛ss✐st❛♥ts
s❡♣❛r❛t❡❧②✳ ❍❡ ❞✐❞ s♦ t❤❡ ♥❡①t ❞❛② ❛♥❞ t❤❡ s❛♠❡ ❡✈❡♥✐♥❣ ❤❡ ❝♦♠♠✉♥✐❝❛t❡❞ ✐t t♦ t❤❡ ❜♦②s
❛❞❞✐♥❣ t❤❡② s❤♦✉❧❞ r❡str✐❝t t❤❡♠s❡❧✈❡s t♦ ❛ s✐♠♣❧❡ ❣♦♦❞ ♥✐❣❤t t♦ t❤❡ ♣❡rs♦♥s ✐♥ ❝❤❛r❣❡
❛♥❞ t❤❡♥ ♣r♦❝❡❡❞ ✐♥st❛♥t❧② t♦ t❤❡ ❞♦r♠✐t♦r② ✇✐t❤♦✉t ❛♥② ❢✉rt❤❡r q✉❡st✐♦♥s ❛❜♦✉t st✉❞②✱
❧❡ss♦♥s✱ ♠❛r❦s ❡t❝✳✑ ✸✸
▼♦r❡ s♦✉r❝❡s ♦❢ ❛❜✉s❡ ❛♥❞ ❧❛❝❦ ♦❢ ❞✐s❝✐♣❧✐♥❡ ✇❡r❡ t❤❡ r✉♥♥✐♥❣ ✐♥ ❛♥❞ ♦✉t ♦❢ t❤❡ ❞♦r♠✐✲
t♦r② ♦r ❧❡❛✈✐♥❣ ❣r♦✉♣ ❛❝t✐✈✐t✐❡s ♦r ❡✈❡♥ t❤❡ ❤♦✉s❡✳ ❚❤❛t ✐s ✇❤② t❤❡② ✇❛♥t❡❞ t♦ ❧✐♠✐t t❤❡
♥✉♠❜❡r ♦❢ ❦❡②s ❛♥❞ t♦ ❡♠♣❧♦② ❛ r❡❣✐str❛r ♦r ❝❛r❡t❛❦❡r✳ ❍❡ ✇♦✉❧❞ ❤❛✈❡ t❤❡ ❦❡②s ❛t ❤✐s
❞✐s♣♦s❛❧ ❛♥❞ ✇♦✉❧❞ ❛❧s♦ ❞♦ t❤❡ ❝❧❡❛♥✐♥❣✳ ❚❤❡② ❞✐❞ ♥♦t ❢✉❧❧② tr✉st ❛ ❧❛②♠❛♥ ❢♦r t❤❡ ❥♦❜
♥♦r ❞✐❞ t❤❡② t❤✐♥❦ ✐t ✇♦✉❧❞ ❜❡ ❡❛s② t♦ ✜♥❞ ❛ ❙❛❧❡s✐❛♥ t♦ ❞✉st ❛♥❞ s✇❡❡♣✳ ❆s t❤❡② ❝♦✉❧❞
♥♦t ✐♠❛❣✐♥❡ ❛ s✉✐t❛❜❧❡ ❝❛♥❞✐❞❛t❡✱ t❤❡ ❝♦♠♠❡♥t r❡♠❛✐♥❡❞ s♦♠❡✇❤❛t s❝❡♣t✐❝❛❧ ❛♥❞ ❡✈❡♥
✐r♦♥✐❝❛❧ ✏✇❡ s❤❛❧❧ s❡❡ ❛♥❞ s❡❛r❝❤✳✑ ✸✹ ■♥ t❤❡ ♠❡❛♥t✐♠❡ t❤❡ ❝❛✉s❡ ♦❢ ❞✐st✉r❜❛♥❝❡ ❝♦♥t✐♥✉❡❞
t♦ ❡①✐st✳
✸✶
■❜✐❞✳✱ ♣✳ ✷✹✽✴✹✶✸✲✹✶✺✳
✸✷
■❜✐❞✳✱ ♣✳ ✷✹✽✲✷✹✾✳
✸✸
■❜✐❞✳✱ ♣✳ ✷✹✼✴✸✻✾✲✸✼✻✳
✸✹
■❜✐❞✳✱ ♣✳ ✷✹✽✴✹✷✵✲✹✷✷ ❡♥ ✷✹✾✴✹✹✾✲✹✻✵✳ P❡r❤❛♣s ✐t ✇❛s ❛❜♦✉t ❛♥ ❛❣❡✲♦❧❞ ❡♥❝r✉st❡❞ ♣r♦❜❧❡♠✳ ❈❢✳ ♦♥
t❤✐s ❇■❊❙▼❆◆❙✱ ❘✳✱ ✶✽✻✻✲✶✽✼✻ ❉♦♥ ❇♦s❝♦ ❜❡tr♦✉✇❜❛r❡ ✇❡❣✇✐❥③❡r✳ ✳ ✳ ✱ ♣♣✳ ✶✾✲✷✵✳
✷✶

3.2 Page 22

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Pr♦❜❛❜❧② t❤✐s ❤❡s✐t❛t✐♦♥ ❛♥❞ ♥♦t ❜❡✐♥❣ ❛❜❧❡ t♦ ♠❛❦❡ ✉♣ t❤❡✐r ♠✐♥❞s ❧❡❞ t♦ ❛ ✈✐❝✐♦✉s
✐♥❝✐❞❡♥t ❧❛t❡r ❛t t❤❡ ❡♥❞ ♦❢ t❤❡ s❝❤♦♦❧ ②❡❛r ✐♥ ❏✉♥❡ ✶✽✽✷✳ ■t ✇❛s ♣r❡❝✐s❡❧② ♦♥ ❙t ❆❧♦②s✐✉s✬
❞❛②t❤❛t t❤❡② ✇✐t♥❡ss❡❞ ❛ ❝❡rt❛✐♥ ♣r♦❢❛♥❛t✐♦♥ ✐♥ t❤❡ ❛❢t❡r♥♦♦♥✳ ❙♦♠❡ ✈❛♥❞❛❧s✱ ✐♥❝❧✉❞✐♥❣
s♦♠❡ ❜♦②s ♦❢ t❤❡ ❤♦✉s❡ ✐ts❡❧❢✱ ❜♦t❤ ♣✉♣✐❧s ♦❢ t❤❡ ✈♦❝❛t✐♦♥❛❧ ❛♥❞ ❣r❛♠♠❛r s❝❤♦♦❧✱ ❤❛❞
r❡♠♦✈❡❞ t❤❡ ✢♦✇❡rs ❢r♦♠ t❤❡ s❛✐♥t✬s st❛t✉❡ ❛♥❞ ❡✈❡♥ ♠♦r❡ ❜r✉t❛❧ r❛s❝❛❧s ❤❛❞ ❜r♦❦❡♥
✐♥t♦ t❤❡ ❝♦❧❧❡❝t✐♦♥ ❜♦① ❡t❝✳ ■t ❤❛❞ ❤❛♣♣❡♥❡❞ ✇❤✐❧❡ t❤❡ s✉♣❡r✐♦rs ❛♥❞ ❛ ♥✉♠❜❡r ♦❢ t❤❡
❛ss✐st❛♥ts ✇❡r❡ st✐❧❧ ✐♥ t❤❡ r❡❢❡❝t♦r②✳ ❚✇♦ ❞❛②s ❧❛t❡r t❤❡② r❡❣r❡tt❡❞ t❤❛t t❤❡ ♣❡r♣❡tr❛t♦rs
r❡❝❡✐✈❡❞ ❜✉t ❛ r❡♣r♦❛❝❤ ❛♥❞ t❤❡ ❣♦♦❞ ♦♥❡s ✇❡r❡ ♥♦t ❛s❦❡❞ t♦ ❞♦ ❛♥②t❤✐♥❣ ❛❜♦✉t ❛♥②
r❡❤❛❜✐❧✐t❛t✐♦♥✳ ❍♦✇❡✈❡r✱ ✏✇❤❛t ❤❛❞ ♥♦t ❜❡❡♥ ❧❡❢t ✉♥❞♦♥❡ ✇♦✉❧❞ ♥♦✇ ❤❛✈❡ t♦ ❜❡ ❞♦♥❡✳✑ ✸✺
■t ✐s ♥♦t ❝❧❡❛r ❢r♦♠ s✉❝❤ ❛ s❤♦rt ♥♦t❡ ✇❤♦ ✇❡r❡ ❡①❛❝t❧② ♠❡❛♥t ❜② ✏t❤❡ ❣♦♦❞ ♦♥❡s✑✱
♠❛②❜❡ ♠❡♠❜❡rs ♦❢ ❛ ❜r♦t❤❡r❤♦♦❞ ♦r ❛ ❝♦r❡ ❣r♦✉♣✱ ❜✉t ❛t t❤❡ s❛♠❡ t✐♠❡ ❛❧❧ ❜♦②s ♥♦t
✐♥✈♦❧✈❡❞ ✐♥ t❤❡ ✐♥❝✐❞❡♥t ❝♦✉❧❞ ❤❛✈❡ ❜❡❡♥ ✐♥t❡♥❞❡❞✳ ■♥ t❤❡ ❧❛tt❡r ♠❡❛♥✐♥❣ ✐t ✇♦✉❧❞ ❜♦✐❧
❞♦✇♥ t♦ t❤❡ ❛❧♠♦st st❛♥❞❛r❞ ❞✐✛❡r❡♥❝❡ ❉♦♥ ❇♦s❝♦ ♠❛❞❡ ❜❡t✇❡❡♥ ✏❛ ❢❡✇ r❛s❝❛❧s✑ ❛♥❞ t❤❡
♠❛❥♦r✐t② ♦❢ ❣♦♦❞ ②♦✉♥❣ ♣❡♦♣❧❡✳ ❚❤❡ ❣❡♥❡r❛❧✐s✐♥❣ ❝♦♥s✐❞❡r❛t✐♦♥ ✐♥ t❤❡ s✉❜s❡q✉❡♥t t❡①t
♦❢ ❋r ▲❛③③❡r♦✬s r❡♣♦rt r❡❛❞ ❡q✉❛❧❧② st❛♥❞❛r❞✿ ✏■t ✇❛s s✉❣❣❡st❡❞ t❤❡ ❜♦②s ❞✐❞ ♥♦t ❤❛✈❡ ❛
❣♦♦❞ s♣✐r✐t✳ ❚❤❡② ❛r❡ ❞✐s♦❜❡❞✐❡♥t✑ ✭r❡❝❛❧❝✐tr❛♥t✮✳ ❖r ✇❡r❡ t❤❡r❡ ❛♥②✇❛② ♠♦r❡ ❣❡♥❡r❛❧
s✐❣♥s ♦❢ ❛ ♠❛❧❛✐s❡ ❛❜♦✉t ✇❤✐❝❤ ♥♦ ❢✉rt❤❡r ✐♥❢♦r♠❛t✐♦♥ ✇❛s ❧❡❢t ❜❡❤✐♥❞❄
❆ ❝✐r❝✉♠st❛♥❝❡ t❤❛t ❝♦✉❧❞ ❤❛✈❡ ❝❛✉s❡❞ ❞✐s❝♦♥t❡♥t ✇✐t❤ t❤❡ ♣✉♣✐❧s ❝♦✉❧❞ ❤❛✈❡ ❜❡❡♥ t❤❡
tr♦✉❜❧❡ t❤❡② ❡①♣❡r✐❡♥❝❡❞ ✐♥ ❤❛✈✐♥❣ t❤❡✐r ❝❧♦t❤❡s ❡t❝✳ r❡♣❛✐r❡❞✳ ❚❤❡ s✉♣❡r✐♦rs ❞✐s❝✉ss❡❞
t❤✐s ♣r♦❜❧❡♠ t❤♦r♦✉❣❤❧② ✐♥ ❉❡❝❡♠❜❡r ✶✽✽✶ ❛♥❞ t❤❡② ❞❡❛❧t ✇✐t❤ ✐t ❛❞❡q✉❛t❡❧② ❛❝❝♦r❞✐♥❣
t♦ t❤❡ ❝♦♥❝❧✉s✐♦♥s✳✸✻ ❖♥❡ ❝♦✉❧❞ ❝♦♥s❡q✉❡♥t❧② ❡①♣❡❝t t❤❡② ❤❛❞ ❣♦t r✐❞ ♦❢ ❛♥ ✐♠♣♦rt❛♥t
r❡❛s♦♥ t♦ ❜❡ ❞✐ss❛t✐s✜❡❞✱ ❣r✐♣❡ ♦r ❝r✐t✐❝✐s❡✳
■♥ ❛♥② ❝❛s❡ ❋r ❖r✐♦❧✐✱ ❛ ♣r✐❡st ♦❢ t❤❡ ❞✐♦❝❡s❡✱ ✇❛s st❛②✐♥❣ ✐♥ t❤❡ ❖r❛t♦r② ❢r♦♠ ❆♣r✐❧ ✶✽✽✷
♦♥✇❛r❞s✱ ❞✉r✐♥❣ t❤❛t s❝❤♦♦❧ ②❡❛r✳ ✏❉✉r✐♥❣ ❤✐s st❛② ❤❡ ❤❛❞ t❤❡ ❢✉❧❧ r✉♥ ♦❢ t❤❡ ❖r❛t♦r② ❛♥❞
s♦ ❝❛♠❡ t♦ ❦♥♦✇ ❖r❛t♦r② ❧✐❢❡ ✈❡r② ✐♥t✐♠❛t❡❧②✳✑ ❍❡ ❤❛❞ ❣♦♥❡ t❤r♦✉❣❤ ❛ st✐❝❦② ♣❛t❝❤ ✐♥ ❤✐s
❞✐♦❝❡s❡ ❛♥❞ ❤✐s ❜✐s❤♦♣ ❤❛❞ ❡♥tr✉st❡❞ ❤✐♠ t♦ t❤❡ ❝❛r❡ ♦❢ ❉♦♥ ❇♦s❝♦ ❛♥❞ t❤❡ ❙❛❧❡s✐❛♥s ✐♥
▲❛ ❝❛s❛ ❞✐ ❉♦♥ ❇♦s❝♦ ✐♥ ❚♦r✐♥♦ t❤❡ ❖r❛t♦r②✳ ❍❡ ✇r♦t❡ ❞♦✇♥ ❤✐s ✐♠♣r❡ss✐♦♥s ✐♥
❬✏❉♦♥
❇♦s❝♦✬s ❍♦✉s❡ ✐♥ ❚✉r✐♥✑ ❪✳ ❚❤❡r❡ ✇❡ r❡❛❞✿ ✏■♥ t❤✐s ❤♦♠❡ ♦♥❡ ♦♥❧② ♥♦t✐❝❡s ❣❡♥t❧❡ ✇❛②s
♦❢ ❜❡❤❛✈✐♦✉r ✇❤✐❝❤ st✐♠✉❧❛t❡ ♦♥❡ t♦ ❞♦ ❣♦♦❞✳ ❚❤❡r❡ ✐s ❛♥ ❛♠❛③✐♥❣ ❛✉r❛ ♦❢ ❣❡♥t❧❡♥❡ss
❛♥❞ ❥♦② ❡♠❛♥❛t✐♥❣ ❢r♦♠ ❡✈❡r②♦♥❡✬s ❢❛❝❡✳✳ ✳ ✳ ■❢ ②♦✉ ❛♣♣r♦❛❝❤ t❤❡♠ ❬t❤❡ s✉♣❡r✐♦rs❪ ✇✐t❤♦✉t
❦♥♦✇✐♥❣ ✇❤♦ t❤❡② ❛r❡✱ ②♦✉ ✇♦✉❧❞ ♥❡✈❡r ❣✉❡ss t❤❛t t❤❡② ❛r❡ ♠❡♥ ♦❢ ❛✉t❤♦r✐t②✳✳✳✳ ❚❤❡✐r ✇❛②
♦❢ ❞❡❛❧✐♥❣ ✇✐t❤ ♦t❤❡rs ✐s s✉❝❤ t❤❛t t❤❡② s❡❡♠ t♦ ❜❡ tr②✐♥❣ t♦ r❡♠♦✈❡ ❡✈❡♥ t❤❡ ♥♦t✐♦♥ t❤❛t
t❤❡② ❛r❡ s✉♣❡r✐♦rs✳ ❆♥❞ ❤♦✇ ②♦✉r s✉r♣r✐s❡ ❣r♦✇s ✇❤❡♥ ②♦✉ s❡❡ t❤❡♠ ✐♥ t❤❡ ♠✐❞st ♦❢ t❤❡✐r
②♦✉♥❣ st✉❞❡♥ts ♦r ♣♦♦r ❛rt✐s❛♥s✱ s❤♦✇✐♥❣ t❤❡♠s❡❧✈❡s t♦ ❜❡ ♠♦r❡ ❢r✐❡♥❞s t❤❛♥ s✉♣❡r✐♦rs✳
■♥ ❉♦♥ ❇♦s❝♦✬s ❤♦✉s❡ ②♦✉ ❞♦ ♥♦t ✜♥❞ t❤❡ ♦♣♣r❡ss✐✈❡ ❛✉r❛ ♦❢ ❞✐s❝✐♣❧✐♥❡ t❤❛t ♣❡r✈❛❞❡s
♦t❤❡r ❜♦❛r❞✐♥❣ s❝❤♦♦❧s✳ ✳ ✳ ■t ❞♦❡s ②♦✉r ❤❡❛rt ❣♦♦❞ t♦ s❡❡ t❤❡s❡ ❞❡❣r❡❡❞ ♣r♦❢❡ss♦rs s♦
♠♦❞❡st ✐♥ ♠❛♥♥❡r✱ s♦ ✉♥❝♦♥❝❡r♥❡❞ ❛❜♦✉t t❤❡✐r ❣❡♥✉✐♥❡ t❛❧❡♥ts✳✳✳ ■ ✇✐❧❧ ♥♦t ❧❡❛✈❡ t❤✐s
❤♦✉s❡ ✇✐t❤♦✉t ❞❡❡♣ ❢❡❡❧✐♥❣s✳ ■ ✇♦✉❧❞ ✇✐s❤ t❤❛t ❛t ❧❡❛st ♦♥❡ ❤♦✉s❡ ❧✐❦❡ t❤✐s ♠✐❣❤t ❛r✐s❡ ✐♥
❡✈❡r② t♦✇♥ ♦❢ ■t❛❧②✳✑ ✸✼
✸✺
P❘❊▲▲❊❩❖✱ ❏✳▼✳✱ ❱❛❧❞♦❝❝♦✳ ✳ ✳ ✱ ♣✳ ✷✺✵✲✷✺✶✳
✸✻
■❜✐❞✳✱ ♣✳ ✷✹✾✴✹✸✶✲✹✹✼✳
✸✼
▼❇ ❳❱✱ ♣♣✳ ✺✻✷✲✺✻✹❀ ❊▼❇ ❳❱✱ ♣♣✳ ✹✻✽✲✹✻✾✳
❈❢✳
❛❧s♦ ❇■❊❙▼❆◆❙✱ ❘✳✱ ❆ss✐st❡♥t✐❡✱
❞❡ ❡ss❡♥t✐❡ ✈❛♥
❉♦♥ ❇♦s❝♦✬s ♣r❡✈❡♥t✐❡❢ s②st❡❡♠ ✐♥ ❞❡ ♣❡r✐♦❞❡ ✶✽✼✻✲✶✽✽✹✱ ❙✐♥t✲P✐❡t❡rs✲❲♦❧✉✇❡✱ ✷✵✵✵✱ ♣✳ ✻✺✴❢♦♦t♥♦t❡
✼✺✳
✷✷

3.3 Page 23

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❚❤❡ ❝♦♥❢r❡r❡s t❤❡♠s❡❧✈❡s s❛✇ ❛♥❞ ❡①♣❡r✐❡♥❝❡❞ t❤✐♥❣s ✈❡r② ❞✐✛❡r❡♥t❧② ❛t t✐♠❡s✳ ❖♥❡
❝❛♥ ✜♥❞ ❡✈✐❞❡♥❝❡ ♦❢ t❤✐s ✐♥ ♦♥❡ ♦❢ t❤❡ t✇❡♥t②✲♦♥❡ ❝♦♥tr✐❜✉t✐♦♥s t♦ ♣r❡♣❛r❡ ❢♦r t❤❡ ❚❤✐r❞
●❡♥❡r❛❧ ❈❤❛♣t❡r✱ ❤❡❧❞ ✐♥ ✶✽✽✸✳ ■♥❞❡❡❞ ❋r ❉♦♠❡♥✐❝♦ ❇❡❧♠♦♥t❡ ✇r♦t❡ ❛❜♦✉t t❤❡ ✈♦❝❛t✐♦♥❛❧
s❝❤♦♦❧ ♣✉♣✐❧s✿ ✏❚❤❡② ❛r❡ ❞❡♠♦r❛❧✐③❡❞ ❜② t❤❡ ❜❛❞ ❡①❛♠♣❧❡s ♦❢ t❤❡ ✇♦r❦❤♦✉s❡ s✉♣❡r✐♦rs✳
❚❤❡② ❛r❡ ❞✐s❝♦✉r❛❣❡❞ ❜❡❝❛✉s❡ t❤❡② ❛r❡♥✬t ♠❛❦✐♥❣ ❛♥② ♣r♦❣r❡ss ✐♥ ❧❡❛r♥✐♥❣ ❛ tr❛❞❡✳ ❚❤❡②
t❛❦❡ ♦✛❡♥❝❡ ❛t t❤❡ ✇❛② t❤❡② ❛r❡ tr❡❛t❡❞ ❜② t❤❡ ❛ss✐st❛♥ts✳ ❍♦✇ ❝❛♥ t❤❡② ❢❡❡❧ ❛♥②t❤✐♥❣ ❢♦r
t❤❡ ❤♦✉s❡❄✑ ✸✽ ■♥ t❤♦s❡ ②❡❛rs ❋r ❇❡❧♠♦♥t❡ ✇❛s t❤❡ r❡❝t♦r ♦❢ t❤❡ ❤♦✉s❡ ❛t ❙❛♠♣✐❡r❞❛r❡♥❛✱
✇❤✐❝❤ ❣♦❡s t♦ s❤♦✇ t❤❡ ✏r❡❛❧ s♣✐r✐t ♦❢ ❉♦♥ ❇♦s❝♦✑ ✇❛s ♥♦t ♦♥❧② ❧♦st ✐♥ ❱❛❧❞♦❝❝♦ ✐♥ ❛
❝❡rt❛✐♥ ✇❛②✳
❚❤❡♥ ✇❡ ❤❛✈❡ t❤❡ t❡st✐♠♦♥② ♦❢ ♦♥❡ ♦❢ t❤❡ ■r✐s❤ ❜♦②s ❉♦♥ ❇♦s❝♦ ❤❛❞ ♣✉t ✉♣✳ ❖♥ ✷✻
❆✉❣✉st ✶✽✽✷ ❤❡ ✇r♦t❡ t♦ ❤✐s r❡❧❛t✐✈❡s✿ ✏❚❤❡r❡ ❛r❡ s♦♠❡ ✶✸ ♦r ✶✹ s✉♣❡r✐♦rs ❛❧❧ ♦♣❡r❛t✐♥❣
✉♥❞❡r ❉♦♥ ❇♦s❝♦✳ ❚❤❡② ❛r❡ ❛❧❧ ✈❡r② ❣❡♥t❧❡ ❛♥❞ ❢r✐❡♥❞❧②✳✑ ✸✾ ❚❤✐s ❝♦♠♠✉♥✐❝❛t✐♦♥ ❛❝t✉❛❧❧②
s♦✉♥❞s ♥♦ ❧❡ss ❧❛✉❞❛t♦r② t❤❛♥ t❤❡ r❡♣♦rt ♦❢ ❋r ❖r✐♦❧✐✳
❆❝❝♦r❞✐♥❣ t♦ t❤❡ ■r✐s❤ ❜♦② ❛♥❞ ❋r ❖r✐♦❧✐ t❤❡ s✉♣❡r✐♦rs ❛♥❞ t❤❡ t❡❛❝❤❡rs ❝❧❡❛r❧② ♠❛❞❡
❣r❡❛t ❡✛♦rts t♦ ❞❡❛❧ ✇✐t❤ t❤❡ ②♦✉♥❣st❡rs ✐♥ t❤❡ r❡❛❧ s♣✐r✐t ♦❢ ❙t ❋r❛♥❝✐s ❞❡ ❙❛❧❡s✳ ❍❛❞ ♥♦t
❉♦♥ ❇♦s❝♦ ✐♥s✐st❡❞ s♦ ❡♠♣❤❛t✐❝❛❧❧② ♦♥ t❤✐s ❞✉r✐♥❣ t❤❡ ❙❡❝♦♥❞ ●❡♥❡r❛❧ ❈❤❛♣t❡r❄ ❖♥❡
❝♦✉❧❞ ❝❡rt❛✐♥❧② ♥♦t ✐♠♣✉t❡ t❤❡ ❧❛❝❦ ♦❢ ✏❛ ❣♦♦❞ s♣✐r✐t✑ ❛♠♦♥❣ t❤❡ ❜♦②s t♦ ❛ ❣❡♥❡r❛❧ ❢❛✐❧✉r❡
♦❢ ❛tt✐t✉❞❡✳
❆ ♣❛✐♥❢✉❧ ❛r❡❛ ♦♥ t❤❡ ❜♦❛r❞ ♦❢ ❛♥ ❡✈❡r ♠♦r❡ ❝♦♠♣❧❡① ❖r❛t♦r② ✐♥ ❱❛❧❞♦❝❝♦
❙t✐❧❧✱ ❛t t❤❡ ❡♥❞ ♦❢ t❤❡ r❡♣♦rt ♦❢ t❤❡ ♠❡❡t✐♥❣ ❞✐s❝✉ss✐♥❣ t❤❡ s♦✲❝❛❧❧❡❞ ♣r♦❢❛♥❛t✐♦♥✱ ♦♥❡
❝❛✉s❡ ♦❢ t❤❡ ❧❛❝❦ ♦❢ ❛ ❣♦♦❞ s♣✐r✐t ❛♠♦♥❣ t❤❡ ❜♦②s ✐s ♣♦✐♥t❡❞ ♦✉t✳ ■t ❛♣♣❡❛rs t♦ ❜❡ q✉✐t❡ ❛
s✉r♣r✐s✐♥❣ ♦♥❡✿ ✏❚❤❡ ❝❛✉s❡ ✐s ❛ ❧❛❝❦ ♦❢ ✉♥✐t② ♦♥ t❤❡ ❜♦❛r❞✳ ❆❧❧ tr② t♦ ❜❡ ❝❡♥tr❡s ♦♥ t❤❡✐r
♦✇♥ ✐♥st❡❛❞ ♦❢ ❢♦r♠✐♥❣ ♦♥❡ s✐♥❣❧❡ ❝❡♥tr❡ ✐♥ t❤❡ ❛♣♣♦✐♥t❡❞ r❡❝t♦r✳✑ ✹✵
❖r ✇❛s t❤❡ ❝❛✉s❡ ♥♦t s♦ s✉r♣r✐s✐♥❣ ❛❢t❡r ❛❧❧❄ ■♥❞❡❡❞ ❛❢t❡r ▼❛ss ♦♥ ❈❤r✐st♠❛s ♥✐❣❤t
✶✽✽✶✱ ●✳ ▲❛③③❡r♦ ✇r♦t❡ ✐♥ ❤✐s ❞✐❛r②✿ ✏P❡♦♣❧❡ ❢r♦♠ ♦✉ts✐❞❡ ✇❡r❡ ❛❧❧♦✇❡❞ ✐♥t♦ t❤❡ s❛❝r✐st②✱
❜✉t ■ ❤❛✈❡ ♥♦ ✐❞❡❛ ✇❤♦ ❣❛✈❡ t❤❡♠ t❤❡ ♣❡r♠✐ss✐♦♥✳ ❆ ❢❡✇ t❤✉❣s ❞✐❞ ✐♥❞❡❡❞ ❡♥t❡r t❤❡
s❛❝r✐st②✳ ❚❤❡② s✉rr♦✉♥❞❡❞ t❤❡ ❛❧t❛r s❡r✈❡rs ❬❛❝♦❧②t❡s❪✱ ❧❛✉❣❤❡❞ ❛♥❞ s♥❡❡r❡❞ ❬❡✈❡♥❪ ❞✉r✐♥❣
❝♦♠♠✉♥✐♦♥ ❛♥❞ ❝♦♥t✐♥✉❡❞ t♦ ❞♦ s♦ ✉♥t✐❧ t❤❡ ❡♥❞✳✑ ✹✶ ❍❡ ✇❛s ❝❧❡❛r❧② ❛♥♥♦②❡❞✿ s♦♠❡♦♥❡
❤❛❞ t❛❦❡♥ ❛ ♣❡rs♦♥❛❧ ✐♥✐t✐❛t✐✈❡ ❥✉st ❧✐❦❡ t❤❛t ✇✐t❤♦✉t ❝♦♥s✉❧t✐♥❣ ❤✐♠✳
■♥ t❤❡ s❛♠❡ ♥♦t❡ ❤❡ ♦♣❡♥❡❞ ✉♣ ❛❜♦✉t s♦♠❡t❤✐♥❣ t❤❛t ❤❛❞ ❤✉rt ❤✐♠ ❞❡❡♣❧② ❞✉r✐♥❣ t❤❡
♣r❡♣❛r❛t✐♦♥ ❢♦r t❤❡ ❈❤r✐st♠❛s ❢❡st✐✈✐t✐❡s✳ ✏❖♥ ✷✷ ❉❡❝❡♠❜❡r ♦❢ ✶✽✽✶ ❉♦♥ ❇♦s❝♦ str✐❝t❧②
♦r❞❡r❡❞ t❤❛t ❢r♦♠ ♥♦✇ ♦♥ ♥♦ ♠♦r❡ s❛✉s❛❣❡s✱ ❜✐s❝✉✐ts ♥♦r ❛ ❝✉♣ ♦❢ ✇✐♥❡ ✇♦✉❧❞ ❜❡ ♦✛❡r❡❞
♦♥ ❛♥② ♦❝❝❛s✐♦♥❀ ♥❡✐t❤❡r ✇♦✉❧❞ ❞r✐♥❦s ♦r ❜✐s❝✉✐ts ❜❡ ♦✛❡r❡❞ t♦ t❤❡ s✐♥❣❡rs ❛♥❞ ♠✉s✐❝✐❛♥s✳
❉♦♥ ❇♦s❝♦ t♦♦❦ t❤♦s❡ ♠❡❛s✉r❡s ❜❡❝❛✉s❡ ❛ ♥❛rr♦✇✲♠✐♥❞❡❞ ♣❡rs♦♥ ❤❡ ❢✉❧❧② tr✉st❡❞ ❤❛❞
❜❡❡♥ t❡❧❧✐♥❣ t❛❧❡s ✏♦✉t ♦❢ s❝❤♦♦❧✑✳ ❲❤❛t ❤❛❞ ♦❝❝✉rr❡❞ ✇❛s ❝♦♥s✐❞❡r❡❞ ❛❜✉s❡✱ ❜✉t ✐♥ r❡❛❧✐t②
t❤❡s❡ ✇❡r❡ t❤✐♥❣s t❤❡ ✇r✐t❡r ❬♦❢ t❤❡s❡ ❧✐♥❡s❪ ❤❛❞ s❡❡♥ ♦✈❡r t❤❡ ✷✺ ②❡❛rs ❤❡ ❤❛❞ ❜❡❡♥ ❛t t❤❡
✸✽P❘❊▲▲❊❩❖✱ ❏✳▼✳✱ ▲❛ ✏P❛rt❡ ♦♣❡r❛✐❛✑ ♥❡❧❧❡ ❝❛s❡ ❙❛❧❡s✐❛♥❡✱ ❘❙❙ ✭✸✶✮ ❳❱■ ♥r✳ ✷✱ ✶✾✾✼✱ ♣✳ ✸✺✽✳
✸✾❉■❈❑❙❖◆✱ ❲✳ ❏✳✱ ❚❤❡ ❞②♥❛♠✐❝s ♦❢ ❣r♦✇t❤✳ ❚❤❡ ❢♦r♠❛t✐♦♥ ❛♥❞ ❞❡✈❡❧♦♣♠❡♥t ♦❢ t❤❡ ❙❛❧❡s✐❛♥s ✐♥
❊♥❣❧❛♥❞✱ ❘♦♠❡✱ ▲❆❙✱ ✶✾✾✶✱ ♣✳ ✺✶✳
✹✵P❘❊▲▲❊❩❖✱ ❏✳▼✳✱ ❱❛❧❞♦❝❝♦✳✳✳✱ ♣✳ ✷✺✶✴✹✾✺✲✹✾✼✳ ❈❢✳ ❛❧s♦ t❤❡ ❧❛❝❦ ♦❢ ✉♥✐t② ❛♥❞ ❝♦✲♦♣❡r❛t✐♦♥ ✐♥ ❛ r❡♣♦rt
♦❢ ●✳ ❇❛r❜❡r✐s ❢r♦♠ ✶✽✼✾ ✐♥ ❆❙❈ ✵✺✻✷✱ ❱❡r❜❛❧✐ ❞❡❧ ❈❛♣✐t♦❧♦ s✉♣❡r✐♦r❡ ♦♥ ✽ ▼❛② ✶✽✼✾✳
✹✶P❘❊▲▲❊❩❖✱ ❏✳▼✳✱ ❱❛❧❞♦❝❝♦✳✳✳✱ ♣✳ ✽✺✴✶✷✸✹✲✶✷✸✻✳ ❙♦♠❡t❤✐♥❣ s✐♠✐❧❛r ✇♦✉❧❞ ♦❝❝✉r t♦ ❤✐♠ ❛t ❈❤r✐st♠❛s
✶✽✽✸✳ ✭■❜✐❞✳✱ ♣✳ ✽✻✴✶✷✻✽✲✶✷✼✷✮✳
✷✸

3.4 Page 24

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❖r❛t♦r②✳ ❚❤❡ ✇r✐t❡r ♦❢ t❤✐s ♥♦t❡✐s ❛ ♣❡rs♦♥ ✇❤♦ ✇♦✉❧❞ ♥❡✈❡r ❞✐s❛♣♣r♦✈❡ ♦❢ ❛ ❞❡❝✐s✐♦♥
❜② ❛ s✉♣❡r✐♦r✳ ❨❡t ❤❡ ❝❛♥♥♦t ❤❡❧♣ ❜❡✐♥❣ ❡①tr❡♠❡❧② ❛st♦♥✐s❤❡❞ ❜② t❤❡ ✇❛② t❤✐♥❣s ❤❛❞
❤❛♣♣❡♥❡❞✳ ❚❤❛t ✇❛s ♣❛rt✐❝✉❧❛r❧② t❤❡ ❝❛s❡ ✐❢ ②♦✉ t❛❦❡ ✐♥t♦ ❛❝❝♦✉♥t t❤❛t ❛s t❤❡ r❡❝t♦r
❤❡ ✇♦✉❧❞ ❜❡ t❤❡ ♣r♦♣❛❣❛t♦r ♦❢ t❤✐s ❛❜✉s❡ ✇❤❡r❡❛s ❤❡ ❤❛❞ ❜❡❡♥ tr②✐♥❣ ❛❧❧ t❤❡ t✐♠❡ t♦
❝♦♥s❝✐❡♥t✐♦✉s❧② ❢♦❧❧♦✇ tr❛❞✐t✐♦♥❛❧ ✇❛②s✳ ■♥ ♦r❞❡r ♥♦t t♦ ❢❛✐❧ ✐♥ t❤✐s r❡s♣❡❝t ❤❡ ❤❛❞ ❡✈❡♥
❝♦♠♣♦s❡❞ s♦♠❡ ♥♦t❡s ❛❞ ❤♦❝✳ ❖♥❡ ❤❛❞ t♦ ❜❡❛r t❤✐♥❣s ❛❞ ♠❛❥♦r❡♠ ❉❡✐ ❣❧♦r✐❛♠✳✑ ✹✷ ❚❤❡
❛♥❣❡r ❛❣❛✐♥st t❤❡ ♥❛rr♦✇✲♠✐♥❞❡❞ ❞❡♥♦✉♥❝❡r ❤❛❞ ♥♦t ②❡t s✉❜s✐❞❡❞ ♥♦r ❤❛❞ t❤❡ ❞✐s❝♦♥t❡♥t
❛♥❞ ❞✐s❛♣♣♦✐♥t♠❡♥t ✇✐t❤ ❉♦♥ ❇♦s❝♦✬s tr❡❛t♠❡♥t ❜❡❡♥ ♦✈❡r❝♦♠❡✳ ❚❤❡② ❝♦♥t✐♥✉❡❞ t♦
✈✐❜r❛t❡ ✐♥ t❤❡ ✜❡r❝❡ ✇♦r❞✐♥❣ ❛♥❞ ♣♦✇❡r❢✉❧ s❡❧❢✲❞❡❢❡♥❝❡✳ ❖♥❧② ❛❢t❡r ❤❡ ❤❛❞ ❜❡❡♥ ❛❜❧❡ t♦
r❡❧✐❡✈❡ ❤✐s ❢❡❡❧✐♥❣s ❤❡ ❝♦✉❧❞ r❡s✉♠❡ ❛♥❞ ✇✐t❤ s♦♠❡ s✐❣❤ ♦❢ r❡❧✐❡❢ ✇❛❧❦ t❤❡ ✇❛② ♦❢ r❡❧✐❣✐♦✉s
r❡s✐❣♥❛t✐♦♥✳
▲❛❝❦ ♦❢ ✉♥✐t② ♠✉st ❤❛✈❡ ❜❡❡♥ ❛♥ ❡♥❞✉r✐♥❣ ♣❛✐♥❢✉❧ ♣♦✐♥t ❛s ✐t ✇❛s r❛✐s❡❞ ❛❣❛✐♥ ❛❢t❡r
t❤❡ ♠❡❡t✐♥❣ ✐♥ ❏✉♥❡✱ ✸✶ ❏✉❧② ✶✽✽✷✿ ✏❆t t❤❡ ❡♥❞ t❤❡ q✉❡st✐♦♥ ♦❢ ✉♥✐t② ♦♥ t❤❡ ❜♦❛r❞ ✇❛s
r❛✐s❡❞✳ ■t ✇❛s ❣❡♥❡r❛❧❧② r❡❝♦❣♥✐s❡❞ t❤❡r❡ ❡①✐st❡❞ ♥♦ ✉♥✐t② ♦❢ ❞✐r❡❝t✐♦♥ ❛t t❤❡ ❖r❛t♦r②✳
❚❤❡ ❝❤❛✐r♠❛♥ ♦r❞❡r❡❞ ❡✈❡r② ❝♦✉♥❝✐❧ ♠❡♠❜❡r ❡①❝❡♣t t❤❡ ♣r❡❢❡❝t ✇❤♦ ✇❛s ❧❡❛✈✐♥❣ ❛♥②✇❛②✱
t♦ st✉❞② t❤❡ q✉❡st✐♦♥ ❛♥❞ r❡♣♦rt ♦♥ ✐t ❛t t❤❡ ♥❡①t ♠❡❡t✐♥❣✳✑ ✹✸ ❖♥❡ ❝❛♥ r✐❣❤t❢✉❧❧② ❛s❦
t❤❡ q✉❡st✐♦♥ ❤❡r❡ ✐❢ ❡①♣❧✐❝✐t ♠❡♥t✐♦♥ ♦❢ t❤❡ ♣r❡❢❡❝t✬s ❧❡❛✈✐♥❣ ✇❛s ♥♦t ✐♥ ✐ts❡❧❢ ❛ s✐❣♥ ♦❢
❞✐s❝♦r❞✳
■t ✐s ❛ ♣✐t② ❋r ▲❛③③❡r♦ ❧❛t❡r ♥❡✈❡r ♠❡♥t✐♦♥❡❞ ❛♥② r❡♣♦rt ♦❢ ❛♥ ♦♣❡♥✱ s✐♥❝❡r❡ ❛♥❞ ✇❡❧❧
❛r❣✉❡❞ ❞❡❜❛t❡✳
❉✉r✐♥❣ t❤❡ s❝❤♦♦❧ ②❡❛r ♦❢ ✶✽✽✷✲✶✽✽✸ ❋r ▲❛③③❡r♦ ❝♦♥t✐♥✉❡s ✇❛❧❦✐♥❣ t❤❡ s❛♠❡ ♣❛t❤
■t ✐s ❡ss❡♥t✐❛❧ ❢♦r ❡✈❡r②♦♥❡ t♦ ❝♦♥t✐♥✉❡ t♦ ❜❡ ✐♥❢♦r♠❡❞ ♦❢ t❤❡ r❡q✉✐r❡♠❡♥ts ♦❢ t❤❡✐r t❛s❦s
s♦ t❤❡② ❝❛♥ ❝❛rr② t❤❡♠ ♦✉t ✇❤✐❧❡ ❛❧s♦ r❡s♣❡❝t✐♥❣ t❤❡ ❝♦♠♣❡t❡♥❝❡ ♦❢ ♦t❤❡rs✳ ❆t t❤❡ st❛rt
♦❢ t❤❡ s❝❤♦♦❧ ②❡❛r ✶✽✽✷✲✶✽✽✸ ❋r ▲❛③③❡r♦ ♠❛❞❡ ❛♥ ❡✛♦rt t♦ ❣❡t ❡✈❡r②♦♥❡ ❜❛❝❦ ♦♥ tr❛❝❦✳
❆❧r❡❛❞② ❛t t❤❡ ✜rst ♠❡❡t✐♥❣ ❤❡ ♦r❞❡r❡❞ ✏❡✈❡r②♦♥❡ t♦ r❡❛❞ t❤❡✐r ♦✇♥ r✉❧❡s ❛♥❞ t❤♦s❡ ♦❢
t❤❡ ♦t❤❡rs s♦ t❤❡② ✇♦✉❧❞ ❦♥♦✇ ✇❤❛t t❤❡② s❤♦✉❧❞ ❞♦✳✑ ✹✹ ❚❤✐s ✇❛s ❝♦♠♣❧❡t❡❧② ✐♥ ❧✐♥❡
✇✐t❤ ❋r ▲❛③③❡r♦✬s ❝♦♥❞✉❝t s✐♥❝❡ t❤❡ ●❡♥❡r❛❧ ❈❤❛♣t❡r ♦❢ ✶✽✽✵✱ t❤❡ ❝♦♥❝❧✉s✐♦♥s ♦❢ ✇❤✐❝❤
✇❡r❡ ❡✈❡♥t✉❛❧❧② ♣✉❜❧✐s❤❡❞ ✐♥ ✶✽✽✷ ❛♥❞ ♠♦st ♣r♦❜❛❜❧② ❤❛❞ ❜❡❡♥ ❢r❡s❤❡♥❡❞ ✉♣ t❤✐s ✇❛②✳✑ ✹✺
❆ ❝♦✉♣❧❡ ♦❢ ❞❛②s ❧❛t❡r ✐t ❛♣♣❡❛r❡❞ t❤✐s ❤❛❞ ♥♦t r✉❧❡❞ ♦✉t ❛❧❧ ♣r♦❜❧❡♠s✳ ❚❤❡ ♥♦t❡s ♦❢
✷✻ ❖❝t♦❜❡r ✶✽✽✷ ❞♦ ✐♥❞❡❡❞ ♠❡♥t✐♦♥ t❤❡ q✉❡st✐♦♥ t❤❛t ❤❛❞ ❜❡❡♥ ❛s❦❡❞ ❛s t♦ ✏✇❤♦ ✇❛s
❡♥t✐t❧❡❞ t♦ ✇r✐t❡ ♣❡r♠✐ts ❛❧❧♦✇✐♥❣ t❤❡ ❝❧❡r✐❝s t♦ ❧❡❛✈❡ t❤❡ ❤♦✉s❡✳ ❚❤✐s ♣♦✇❡r ❜❡❧♦♥❣❡❞
t♦ t❤❡ r❡❝t♦r ♦r t♦ t❤❡ ♣r❡❢❡❝t✳ ❚❤❡ ♠♦♠❡♥t t❤❡ ❜♦②s ❣♦ ❢♦r ❛ ✇❛❧❦ ♦✉ts✐❞❡✱ t❤❡② ❛❧s♦
✹✷■❜✐❞✳✱ ♣✳ ✽✺✴✶✷✹✸✲✶✷✺✸✳ ❈❢✳ ❢♦r t❤❡ ♣♦ss✐❜❧❡ ❝♦♥t❡①t ▼❇ ❳❱✱ ♣✳ ✹✻✵❀ ❊▼❇ ❳❱✱ ♣♣✳ ✸✽✶✲✸✽✷ ❛♥❞ ❊
■❱✱ ♣♣✳ ✶✵✷✲✶✵✸✳
✹✸P❘❊▲▲❊❩❖✱ ❏✳▼✳✱ ❱❛❧❞♦❝❝♦✳✳✳✱ ♣♣✳ ✷✺✶✲✷✺✷✳
✹✹■❜✐❞✳✱ ♣✳ ✷✺✷✴✺✷✼✲✺✷✽✳ ❚❤❛t ✇❛s ✐♥ ❤❛r♠♦♥② ✇✐t❤ t❤❡ ✐♥str✉❝t✐♦♥ ✇❤✐❝❤ ❉♦♥ ❇♦s❝♦ ❤❛❞ ❣✐✈❡♥ ❢♦r
t❤❡ ❝♦♥❢❡r❡♥❝❡ ♦❢ ❙t ❋r❛♥❝✐s ❞❡ ❙❛❧❡s ✐♥ ❋❡❜r✉❛r② ✶✽✼✾✿ ✏❊❛❝❤ ❙❛❧❡s✐❛♥ s❤♦✉❧❞ ❤❛✈❡ ❤✐s ❝♦♣② ♦❢ ♦✉r
s❝❤♦♦❧ r❡❣✉❧❛t✐♦♥s❀ ❤❡ s❤♦✉❧❞ st✉❞② t❤❡♠✱ s♦ t❤❛t ✇❤❡♥ q✉❡st✐♦♥❡❞ ❤❡ ♠❛② ❣✐✈❡ t❤❡ ❝♦rr❡❝t ❛♥s✇❡r
❝♦♥❝❡r♥✐♥❣ t❤❡ ♣❛rt✐❝✉❧❛r r✉❧❡s ♦❢ ♦✣❝❡✱ ❛s ✐t ✐s ♣r✐♥t❡❞ ✐♥ t❤❡ ❜♦♦❦✳ ❊✈❡♥ ✐❢ ❛ ❞✐r❡❝t♦r ✇❡r❡ t♦
❛❝❝♦♠♣❧✐s❤ ♥♦ ♠♦r❡ t❤❛♥ s✉❝❝❡❡❞ ✐♥ ❤❛✈✐♥❣ ❡❛❝❤ ♠❡♠❜❡r ♦❢ ❤✐s st❛✛ ❝❛rr② ♦✉t ♣r♦♣❡r❧② t❤❡ t❛s❦s
❛ss✐❣♥❡❞ t♦ ❤✐♠✱ ❤❡ ✇♦✉❧❞ ❜❡ ❞♦✐♥❣ ✇❡❧❧ ❡♥♦✉❣❤✳✳ ✳ ✳ ■ ❛❧s♦ ✇✐s❤ t❤❛t ❛❧❧ ♠❡♠❜❡rs ❤❛✈❡ ❛ ❝♦♣② ♦❢ t❤❡
❞❡❧✐❜❡r❛t✐♦♥s ♦❢ t❤❡ ❬✜rst❪ ●❡♥❡r❛❧ ❈❤❛♣t❡r✱ ♥♦t ♦♥❧② t♦ ❦♥♦✇ t❤❡♠✱ ❜✉t ❡s♣❡❝✐❛❧❧② t♦ s✉❣❣❡st ✇❤❛t
❝♦✉❧❞ ❜❡ ❛❞❞❡❞✳✑ ✭▼❇ ❳■❱✱ ♣✳ ✹✹❀ ❊▼❇ ❳■❱✱ ♣✳ ✷✼✳✮
✹✺❖❊ ❳❳❳■■■ ❬✶✲✾✻❪✳
✷✹

3.5 Page 25

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❧❡❛✈❡ ✇✐t❤♦✉t ❛ ♣❡r♠✐t✱ ❜✉t ✐♥ ❛♥ ♦r❞❡r❧② ❢❛s❤✐♦♥ ❛s t❤❡✐r ❝❛t❡❝❤✐st ✇♦✉❧❞ ♣r❡s❝r✐❜❡✳✑
❚❤✉s t❤r❡❡ s✉♣❡r✐♦rs s❡❡♠ t♦ ❜❡ ✐♥✈♦❧✈❡❞✳ ❆ s❡❝♦♥❞ q✉❡st✐♦♥ ❧♦❣✐❝❛❧❧② ❢♦❧❧♦✇❡❞ t❤❡ ✜rst
♦♥❡✿ ✏❍♦✇ t♦ ❛✈♦✐❞ ❝❧❛s❤❡s ✇❤❡♥ ❛♣♣❧②✐♥❣ t❤❡✐r ♦✇♥ r✉❧❡s t♦ t❤♦s❡ ✇❤♦ ♦❝❝✉♣② t❤❡ ♠❛✐♥
♣♦s✐t✐♦♥s❄✑ ❚❤❡ ✇♦r❞ ✏❝❧❛s❤❡s✑ ✐s ❝❧❡❛r ❡♥♦✉❣❤ ❛♥❞ s✉♣♣♦s❡s t❤❛t t❤❡ ❢r✐❝t✐♦♥ ❛♠♦♥❣st
t❤❡ s✉♣❡r✐♦rs ✇❛s ♥♦t ❛t ❛❧❧ ❢❛✈♦✉r❛❜❧❡ t♦ t❤❡ s♣✐r✐t ❛♠♦♥❣ t❤❡ ❜♦②s✳ ❚❤❡ ❛♥s✇❡r t♦ t❤❡
q✉❡st✐♦♥ ✇❛s ❢♦r♠✉❧❛t❡❞ ✈❡r② ❞✐♣❧♦♠❛t✐❝❛❧❧② ♦r ❞✐✣❞❡♥t❧②✿ ✏❇② t❤❡ ♣r❛❝t✐❝❡ ♦❢ ♣r✉❞❡♥❝❡✳
◆♦ ♦♥❡ s❤♦✉❧❞ ❢❡❡❧ ✐♥s✉❧t❡❞ ✇❤❡♥ t❤❡② ♥♦t✐❝❡ ♦t❤❡r ♣❡♦♣❧❡ ❝♦♠✐♥❣ ♦♥ ♦♥❡✬s ❣r♦✉♥❞ ✐❢ ♦♥❡
r❡❛❧✐③❡s t❤❡② ✇❡r❡ ♠❡r❡❧② tr②✐♥❣ t♦ ❞♦ ✇❡❧❧✳✑ ❈❡rt❛✐♥❧② ❛ s✉✐t❛❜❧❡ t✐♠❡ ❛♥❞ ♣❧❛❝❡ ✇✐❧❧ ❛r✐s❡
✐♥ ❢♦r t❤❡ s♠❛❧❧ ❡rr♦r t♦ ❜❡ s❤♦✇♥ ❛♥❞ ❝♦rr❡❝t❡❞ ✐♥ ❛ ♠♦st t❛❝t❢✉❧✱ ❦✐♥❞ ❛♥❞ ♣♦❧✐t❡ ✇❛② ✭
❜❡❧ ♠♦❞♦✮✳✑ ✹✻ ■t ✐s ♥♦ ❞♦✉❜t ❤✐s ✇❛② t♦ ♦✛❡r ❛❞✈✐❝❡ ❛♥❞ s♦❧✉t✐♦♥s ✐♥ ❉♦♥ ❇♦s❝♦✬s s♣✐r✐t
♦❢ ✏ ❝❛r✐tà ❡ ❞♦❧❝❡③③❛ ✑ ✐♥ ❤✐s ❛❞❞r❡ss t♦ t❤❡ ●❡♥❡r❛❧ ❈❤❛♣t❡r✳ ■♥ t❤❡ r❡❝❡♥t❧② ♣✉❜❧✐s❤❡❞
❝♦♥❝❧✉s✐♦♥s ♦❢ t❤❛t ●❡♥❡r❛❧ ❈❤❛♣t❡r ❉♦♥ ❇♦s❝♦✬s ♠❛✐♥ ❝♦♥❝❡r♥ ❤❛❞ ❜❡❡♥ ❢♦r♠✉❧❛t❡❞
❛♥❞ ❝❧❡❛r❧② r❡❢♦r♠✉❧❛t❡❞✳ ■♥ t❤✐s ✇❛②✿ ✏❚❤❡ ❡①❡♠♣❧❛r②✱ ♣✐♦✉s ❛♥❞ ♣✉♥❝t✉❛❧ ❧✐❢❡ ♦❢ t❤❡
❙❛❧❡s✐❛♥s✱ t❤❡ ♠✉t✉❛❧ ❈❤r✐st✐❛♥ ❧♦✈❡✱ t❤❡ ✇❡❧❧✲♠❛♥♥❡r❡❞✱ s②♠♣❛t❤❡t✐❝ ✇❛② ♦❢ ❞❡❛❧✐♥❣
✇✐t❤ ❡❛❝❤ ♦t❤❡r ❛♥❞ t❤❡ ❦✐♥❞♥❡ss ❬❢r✐❡♥❞❧✐♥❡ss ❛♥❞ ❛✛❛❜✐❧✐t②❪ ✇✐t❤ t❤❡ ♣✉♣✐❧s ❛r❡ ♣♦✇❡r❢✉❧
♠❡❛♥s t♦ ❛❧❧♦✇ ❜✉❞❞✐♥❣ ✈♦❝❛t✐♦♥s ♦❢ ❛ r❡❧✐❣✐♦✉s ✇❛② ♦❢ ❧✐❢❡ t♦ ❞❡✈❡❧♦♣✳✑ ✹✼
■♥ ♦r❞❡r t♦ ❣❡t ❡✈❡r②♦♥❡ ♦♥ t❤❡ r✐❣❤t tr❛❝❦ ✐t ✇❛s ♥❡❝❡ss❛r② ❢♦r ❡✈❡r②♦♥❡ t♦ ❝♦♠❡ t♦ t❤❡
♠❡❡t✐♥❣s✳ ❋r ▲❛③③❡r♦ ✐♥s✐st❡❞ ♦♥ ✐t✱ ♠♦st ♣r♦❜❛❜❧② ✇✐t❤ s✐♠✐❧❛r ♣❛t✐❡♥❝❡ ❛♥❞ ❝❛✉t✐♦♥✳✹✽
❆❧❧ ♦❢ ❋r ▲❛③③❡r♦✬s ❛♣♣r♦❛❝❤ s❤♦✇s ❛ ❞✐s❝r❡t✐♦♥ ❛♥❞ ❞❡❧✐❝❛❝② ✐♥ t❤❡ r❡♣♦rts ❛s ✇❡❧❧ ❛s ❛
❝❡rt❛✐♥ ❧❛❝❦ ♦❢ ❛ss❡rt✐✈❡♥❡ss ♦r str♦♥❣ ♣❡rs✐st❡♥❝❡✳ ❚❤♦s❡ ❢❡❛t✉r❡s ✇❡r❡ t②♣✐❝❛❧ ♦❢ ❤✐♠✱
❡✈❡♥ ✇❤❡♥ ❛t t✐♠❡s ❛ str♦♥❣❡r ❤❛♥❞ ❛♥❞ ❛ ✜r♠ ❝♦♥✈✐♥❝✐♥❣ ♣♦✇❡r t♦ ❦❡❡♣ t❤✐♥❣s ✐♥ ♦r❞❡r
❛♥❞ ❛s ❛ r❡❝t♦r t♦ ❝♦♦r❞✐♥❛t❡ ❛♥❞ ❧❡❛❞ t❤❡ ♦r❣❛♥✐s❛t✐♦♥ ✐♥ t❤❡ ❤♦✉s❡ ✐♥ ❛ str✐❝t❡r ♠❛♥♥❡r
✇♦✉❧❞ ❤❛✈❡ ❜❡❡♥ ♥❡❝❡ss❛r②✳✹✾ ❍♦✇❡✈❡r✱ ♠♦r❛❧ ❛♥❞ ♦✉ts♣♦❦❡♥ s✉♣♣♦rt ❢♦r ✐t ✇❛s ♥♦t
❧❛❝❦✐♥❣✳✺✵ ❚❤✐s ✇❛② ♦❢ ❤❛♥❞❧✐♥❣ t❤✐♥❣s ♠✉st ❤❛✈❡ ❜❡❡♥ ❞✉❡ t♦ t❤❡ ❝❤❛r❛❝t❡r ♦❢ t❤❡ ♠❛♥✳
✹✻P❘❊▲▲❊❩❖✱ ❏✳▼✳✱ ❱❛❧❞♦❝❝♦✳✳✳✱ ♣✳ ✷✺✷✴✺✹✹✲✺✺✵✳
✹✼❖❊ ❳❳❳■■■ ❬✻✺❪✳ ❈❢✳ ❛❧s♦ ❢♦♦t♥♦t❡ ✸✶ ✐♥ t❤✐s ❝❤❛♣t❡r✳
✹✽❯♣ t♦ t✇✐❝❡ ✐♥ ❛ s❤♦rt t✐♠❡✳ ❈❢✳ P❘❊▲▲❊❩❖✱ ❏✳▼✳✱ ❱❛❧❞♦❝❝♦✳✳✳✱ ♣✳ ✷✺✷✴✺✷✻ ❛♥❞ ✺✸✵✳
✹✾▼♦r❡ ♦♥ t❤❛t ✐♥ ❇■❊❙▼❆◆❙✱ ❘✳✱ ✶✽✻✻✲✶✽✼✻ ❉♦♥ ❇♦s❝♦ ❜❡tr♦✉✇❜❛r❡ ✇❡❣✇✐❥③❡r✳ ✳ ✳ ✱ ♣♣✳
✶✺✲✶✻ ❛♥❞
❇■❊❙▼❆◆❙✱ ❘✳✱ ✶✽✼✻✲✶✽✽✹ ❉♦❡❧st❡❧❧❧✐♥❣❡♥✳ ✳ ✳ ✱ ♣♣✳ ✶✹✲✸✺✳ ❈❢✳ ❛❧s♦ P❘❊▲▲❊❩❖✱ ❏✳▼✳✱ ❱❛❧❞♦❝❝♦✳ ✳ ✳
♣♣✳ ✷✻✲✷✾✳
✺✵❉✉r✐♥❣ t❤❡ ❛♥♥✉❛❧ r❡❝t♦rs✬ ❝♦♥❢❡r❡♥❝❡ ♦♥ t❤❡ ♦❝❝❛s✐♦♥ ♦❢ t❤❡ ❝❡❧❡❜r❛t✐♦♥ ♦❢ ❙t ❋r❛♥❝✐s ❞❡ ❙❛❧❡s ✐♥
❋❡❜r✉❛r② ✶✽✼✻ t❤❡② ❝♦♥s✐❞❡r❡❞ ✐t ♥❡❝❡ss❛r② ❢♦r ❡①❛♠♣❧❡ ✏t❤❛t s♣❡❝✐❛❧ ❝❛r❡ ❤❛❞ t♦ ❜❡ t❛❦❡♥ ✐♥ ✇♦r❞✐♥❣
t❤❡ r❡❣✉❧❛t✐♦♥s s♦ ❛s ♥♦t t♦ ❣✐✈❡ t❤❡ ✐♠♣r❡ss✐♦♥ t❤❛t t❤❡ ❞✐r❡❝t♦r✬s ❢r❡❡❞♦♠ ❛♥❞ ❛✉t❤♦r✐t② ✇❡r❡ ❜❡✐♥❣
❝✉rt❛✐❧❡❞✳ ❚❤❡r❡ ✇❛s ♥♦ ✐♥t❡♥t✐♦♥ t♦ ❣✐✈❡ ❧✐♠✐t❧❡ss ❛✉t❤♦r✐t② t♦ ❛ ❞✐r❡❝t♦r✱ ❜✉t s✐♥❝❡ t❤❡ r❡❣✉❧❛t✐♦♥s
✇♦✉❧❞ ❜❡ r❡❛❞ ❜② t❤❡ ♣✉♣✐❧s✱ t❤❡ ②♦✉♥❣❡r ❙❛❧❡s✐❛♥s ❛♥❞ ❧❡ss❡r s✉♣❡r✐♦rs✱ ❤✐s ♣r❡st✐❣❡ ❤❛❞ t♦ ❜❡
s❛❢❡❣✉❛r❞❡❞✳ ❚❤❡ ❛ss❡♠❜❧② ❢❡❧t t❤❛t t❤❡ r❡❝t♦rs ✇♦✉❧❞ ❦♥♦✇ t❤❡ ❧✐♠✐ts ♦❢ t❤❡✐r ❛✉t❤♦r✐t② ✇❡❧❧ ❡♥♦✉❣❤
❢r♦♠ t❤❡ r✉❧❡s ♦❢ t❤❡ ❈♦♥❣r❡❣❛t✐♦♥ ❛♥❞ t❤❡ ❡①♣❧❛♥❛t♦r② ♥♦t❡s ✇❤✐❝❤ ❤❛❞ ♣r✐✈❛t❡❧② ♣❛ss❡❞ ♦♥ t♦ t❤❡♠✳✑
✭▼❇ ❳■■■✱ ♣✳ ✽✹❀ ❊▼❇ ❳■■■✱ ♣♣✳ ✻✸✲✻✹✳✮
❆t t❤❡ ❋✐rst ●❡♥❡r❛❧ ❈❤❛♣t❡r ❉♦♥ ❇♦s❝♦ s❛✐❞ ♦♥ t❤❡ s✉❜❥❡❝t✿ ✏❚❤✐s ❤❛s t♦ ❜❡ t❤❡ ❢♦✉♥❞❛t✐♦♥✿ t❤❡
❞✐r❡❝t♦r ♠✉st ❢✉❧✜❧❧ t❤❡ ♣❛rt ♦❢ t❤❡ ❞✐r❡❝t♦r✱ ✐✳❡✳ ❤❡ ❤❛s t♦ ❜❡ ❛❜❧❡ t♦ ♠❛❦❡ ♦t❤❡rs ✇♦r❦ ❛♥❞ ❢✉♥❝t✐♦♥✳
❍❡ ❤❛s t♦ s✉♣❡r✈✐s❡✱ t❛❦❡ ♠❡❛s✉r❡s✱ ❜✉t ♥❡✈❡r ❣❡t ❞♦✇♥ t♦ ✇♦r❦✐♥❣ ❤✐♠s❡❧❢✳ ✳ ✳ ❍❡ ♠✉st s❡❡ t♦ ✐t t❤❛t
❛❧❧ ❞♦ t❤❡✐r ✇♦r❦ ♣r♦♣❡r❧②✳ ❚❤❛t ✐s ✇❤② ■ t❤✐♥❦ ■ ❝❛♥ ♥❡✈❡r ❡♥♦✉❣❤ ❤❛♠♠❡r ✐t ❤♦♠❡ t❤❛t t❤❡ ❞✐r❡❝t♦r✱
❛s ❢❛r ❛s ♣♦ss✐❜❧❡✱ s❤♦✉❧❞ ❣♦ t❤r♦✉❣❤ t❤❡ ✇❤♦❧❡ ❤♦✉s❡ ❡✈❡r② ❞❛②✳ ❚❤❡r❡ ❛r❡ ♠❛♥② s✐t❡s ✐♥ ✇❤✐❝❤ ❤❡
✇✐❧❧ ♥♦t ❞✇❡❧❧✱ ✐♥ ♦t❤❡r ♣❧❛❝❡s ❤❡ ✇✐❧❧ s❛② ♥♦t❤✐♥❣✱ ❜✉t ❤❡ ❤❛s t♦ ❞r♦♣ ✐♥ ❜♦t❤ ✐♥ t❤❡ ❦✐t❝❤❡♥ ❛♥❞
✐♥ t❤❡ r❡❢❡❝t♦r② ❛♥❞ ❡✈❡♥ ✐♥ t❤❡ ❝❡❧❧❛r✱ ✐♥ t❤❡ r♦♦♠s ❛♥❞ ❡✈❡r②✇❤❡r❡✳ ■❢ ❤❡ ❛❝ts ✐♥ t❤✐s ✇❛②✱ ❛❜✉s❡s
❝❛♥ ♥❡✈❡r t❛❦❡ r♦♦t ✐♥ t❤❡ ❤♦✉s❡ ❛♥❞ t❤♦✉s❛♥❞s ♦❢ ❧✐tt❧❡ ✢❛✇s ✇✐❧❧ ❜❡ ❛✈♦✐❞❡❞✳✑ ✭❱❊❘❍❯▲❙❚✱ ▼✳✱
❱❡r❜❛❧✐ ❞❡❧ ♣r✐♠♦ ❝❛♣✐t♦❧♦ ❣❡♥❡r❛❧❡ ❙❛❧❡s✐❛♥♦ ✭✶✽✼✼✮✱ ❘♦♠❡✱ ✶✾✽✵✮✳ ❈❢✳ ▼❇ ❳■■■✱ ♣✳ ✷✺✽❀ ❊▼❇ ❳■■■✱
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3.6 Page 26

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❙t❛♥❞✐♥❣ ✉♣ ❢♦r ❛ss✐st❛♥❝❡ ❛s ❛ ♣r❡s❡♥❝❡ ❛♠♦♥❣ t❤❡ ②♦✉♥❣st❡rs ✇❤✐❝❤ ♣r❡✈❡♥ts
❞✐s♦r❞❡r ❛♥❞ ❡✈✐❧ ❛♥❞ ❛❧s♦ ❡♥❝♦✉r❛❣❡s✱ ✐♥s♣✐r❡s t❤❡ ❜♦②s ❛♥❞ ✐s ✐♥t❡r❡st❡❞ ✐♥ t❤❡♠
❈❛✉t✐♦♥ ❛♥❞ ❡✈❡♥ ❛ ❤❡s✐t❛♥t ❛♣♣r♦❛❝❤ ♠❛② ❛❧s♦ ❜❡ s❡♥s❡❞ ✐♥ t❤❡ r❡♣♦rts ✐♥ ✇❤✐❝❤ ❋r
▲❛③③❡r♦ ✉r❣❡♥t❧② ✐♥s✐st❡❞ ♦♥ t❛❦✐♥❣ ✉♣ ❛ ❝♦r❡ t❛s❦ ♦❢ t❤❡ ♣r❡✈❡♥t✐✈❡ s②st❡♠✱ ✐✳❡✳ ❛ss✐st❛♥❝❡✳
■t ❤❛♣♣❡♥❡❞ ✐♥ ◆♦✈❡♠❜❡r ✶✽✽✷ ❛s ✇❡❧❧ ❛s ❛t ♦t❤❡r t✐♠❡s✱ ♥♦t s♦ ❧♦♥❣ ❛❢t❡r t❤❡ st❛rt ♦❢
t❤❡ ♥❡✇ s❝❤♦♦❧ ②❡❛r✳ ✏■t ✇❛s ❞❡❝✐❞❡❞✑ t❤❡♥✱ ✐♥ ♠❛t❡r✐❛❧ ♠❛tt❡rs✱ ✏t♦ ❛rr❛♥❣❡ t❤❡ ❜❡♥❝❤❡s
♦❢ t❤❡ ❜♦②s ✐♥ ❝❤✉r❝❤ ♣r♦♣❡r❧② ❜❡❝❛✉s❡ t❤❡② s❛t ❢❛r t♦♦ ❝❧♦s❡ t♦ ❡❛❝❤ ♦t❤❡r✳✑ ❈♦♥❝❡r♥✐♥❣
❛ss✐st❛♥❝❡ ❞✉r✐♥❣ t❤❡ ❛❝t✉❛❧ r❡❧✐❣✐♦✉s ♣r❛❝t✐❝❡✱ t❤❡ s✉❜❥✉♥❝t✐✈❡ ♠♦♦❞ ✐s ✉s❡❞ ❛s ✇❡❧❧ ❛s
t❤❡ t♦♥❡❞✲❞♦✇♥ ♣❤r❛s❡ ✏✐❢ ♣♦ss✐❜❧❡✑✿ ✏❚❤❡ t❡❛❝❤❡rs s❤♦✉❧❞ ❜❡ ❛ss✐st✐♥❣ t❤❡✐r ♦✇♥ ❝❧❛ss❡s ✐❢
♣♦ss✐❜❧❡ t♦ s❤♦✇ t❤❡ ♣✉♣✐❧s t❤❡ ❣♦♦❞ ❡①❛♠♣❧❡✳ ❋♦r t❤✐s t❤❡② s❤♦✉❧❞ ❤❛✈❡ ❛ ❝❤❛✐r t♦ ❦♥❡❡❧
❛♥❞ s✐t ♦♥✳✑ ✺✶ ❖♥❡ ❝♦✉❧❞ s❛② ❝♦❧❧♦q✉✐❛❧❧② t❤❛t ❦✐❞ ❣❧♦✈❡s ✇❡r❡ ❜❡✐♥❣ ✉s❡❞✳ ■♥ t❤❡ s❛♠❡
✇❛② t❤❡② ❛♣♣r♦❛❝❤❡❞ t❤❡ ♣r❡✈❡♥t✐✈❡ ❛♥❞ st✐♠✉❧❛t✐♥❣ ♣r❡s❡♥❝❡ ❛♠♦♥❣ t❤❡ ❜♦②s ❞✉r✐♥❣
♣r❛②❡rs ♦r ❝❤❛♣❡❧ s❡r✈✐❝❡s✳
■t ✇❛s ♥♦t t❤❡ ♦♥❧② ♣❧❛❝❡ ✇❤❡r❡ ❙❛❧❡s✐❛♥s t✉r♥❡❞ ❛ ❜❧✐♥❞ ❡②❡ t♦ ♣r❡✈❡♥t✐✈❡ ❛♥❞ s✉♣✲
♣♦rt✐♥❣ ❛ss✐st❛♥❝❡✳ ■♥ ❛ ♥❡①t ♠❡❡t✐♥❣ ♦❢ ✶✺ ◆♦✈❡♠❜❡r ✶✽✽✷✱ ♥♦t ❛ ❢♦rt♥✐❣❤t ❧❛t❡r✱ ✐t ✇❛s
♥♦t❡❞ q✉✐t❡ ❝r✉❞❡❧②✿ ✏P❧❛② t✐♠❡✿ ♥♦ ❛ss✐st❛♥❝❡ ❛t ❛❧❧ ✇✐t❤ t❤❡ ❜♦②s✳✑ ■♥ ♦r❞❡r t♦ ✐♠♣r♦✈❡
t❤❡ s✐t✉❛t✐♦♥ ✏✐t ✇❛s ❞❡❝✐❞❡❞ t♦ ♦r❣❛♥✐③❡ ❛ ♠❡❡t✐♥❣ ❢♦r ❛❧❧ t❤❡ ❝❧❡r✐❝s ❛♥❞ ♣r✐❡sts ✇❤♦ ✐♥
♦♥❡ ✇❛② ♦r ❛♥♦t❤❡r ❤❛❞ t♦ ❞❡❛❧ ✇✐t❤ t❤❡ ❜♦②s ✕ ❛♥❞ ✇❡ ❝❤♦s❡ t❤❡ ♥❡①t ❞❛② t♦ t❡❛❝❤ t❤❡♠
s♦♠❡ st❛♥❞❛r❞s✳✑
❙t✐❧❧✱ ❛ ❝♦✉♣❧❡ ♦❢ ❞✐r❡❝t✐✈❡s ✇❡r❡ ❧❛✐❞ ❞♦✇♥ ♦♥ ✶✺ ◆♦✈❡♠❜❡r✳ ❚❤❡ ✜rst ♦♥❡✿ ✏❚♦ ♠❛♥❛❣❡
t❤❡ ❞✐✈✐s✐♦♥ ♦❢ ♣❧❛②❣r♦✉♥❞s ❛ ❜✐t ♠♦r❡ ❤❛rs❤❧②✳✑ ❚❤❛t ❤❡s✐t❛♥t ❧✐tt❧❡ ♣❤r❛s❡ ✏❛ ❜✐t✑ ✇✐❧❧
♥♦ ❧♦♥❣❡r ❜❡ ❛ s✉r♣r✐s❡✱ ♥♦t ❡✈❡♥ ❦♥♦✇✐♥❣ t❤❛t t❤r❡❡ ❞❛②s ❜❡❢♦r❡ t❤❡② ❤❛❞ ❞✐s❝✉ss❡❞
✏t❤❡ ✐♥❝♦♥✈❡♥✐❡♥❝❡s ❝❛✉s❡❞ ❜② t❤❡ ❝♦♥t❛❝ts ❜❡t✇❡❡♥ t❤❡ ❣r❛♠♠❛r s❝❤♦♦❧ ♣✉♣✐❧s ❛♥❞ t❤❡
❛rt✐s❛♥s✳✑ ✺✷ ❚❤❡ ♥❡①t t❤✐♥❣ t❤❛t ✇❛s ♣r❡s❝r✐❜❡❞ ✇❛s t❤❛t ♦♥❡ s❤♦✉❧❞ ✏s❡❡ t♦ ✐t ❬t❤❡ ❜♦②s❪
❞✐❞ ♥♦t ✉s❡ t❤❡ st❛✐rs t♦ ❣♦ ✉♣✱ ♣❛rt✐❝✉❧❛r❧② ♥♦t ✉♣ t♦ t❤❡ ❤✐❣❤❡st ♣♦✐♥t ❛♥❞ t❤❡ s✉♣❡r✐♦rs✬
❝♦rr✐❞♦r✳ ❋♦r t❤✐s r❡❛s♦♥ ✐t ✇❛s ❛❣r❡❡❞ t♦ ❝❧♦s❡ ❞♦✇♥ t❤❡ ♠❛✐♥ ❝♦rr✐❞♦r ✇✐t❤ ❛ ❜❛rr✐❡r ❛♥❞
❛❧s♦ t❤❡ s♠❛❧❧ ✢✐❣❤t ♦❢ st❛✐rs t♦ ♣r❡✈❡♥t t❤❡♠ ❢r♦♠ ❝❧✐♠❜✐♥❣ ❛❧❧ t❤❡ ✇❛② ✉♣✳✑ ❋✉rt❤❡r♠♦r❡
t❤❡② ✐♥s✐st❡❞ ♦♥ ✏❧♦♦❦✐♥❣ ❢♦r ♥❡✇ ❣❛♠❡s✳✑ ✺✸ ❚❤❛t ✇❛② t❤❡② ✐♥t❡♥❞❡❞ t♦ ❜r✐❣❤t❡♥ ✉♣ t❤❡
r❡❝r❡❛t✐♦♥ t✐♠❡ ❛♥❞ ♣r❡✈❡♥t ❛❧❧ s♦rts ♦❢ ♠✐s❝❤✐❡❢ ❛♥❞ ♠♦r❡ s❡r✐♦✉s ❞✐sr✉♣t✐♦♥✳
❚❤❡ ♠❡❡t✐♥❣ ♦♥ t❤❡ ♥❡①t ❞❛② ✇❡♥t ❞♦✇♥ ✐♥ ❙❛❧❡s✐❛♥ ❤✐st♦r② ❛s ✏ ❧❛ ❣r❛♥ ❝♦♥❢❡r❡♥③❛ ✑✱
✐✳❡✳ t❤❡ ❣r❡❛t ❝♦♥❢❡r❡♥❝❡✳ ❋r ▲❛③③❡r♦ ♠❡♥t✐♦♥s t❤❡ ♣r❡s❡♥❝❡ ♦❢ ❝❧❡r✐❝❛❧ ❛ss✐st❛♥ts✱ t❡❛❝❤❡rs
❛♥❞ ♣r✐❡sts✱ t❤✐rt②✲✜✈❡ ❝♦♥❢r❡r❡s ❛❧❧ t♦❣❡t❤❡r✳ ❍❡ r❡♣♦rts t♦ ❤❛✈❡ ❡①♣❛♥❞❡❞ ♦♥ ❛ ♥✉♠❜❡r
♦❢ ♣♦✐♥ts ❢r♦♠ ❤❛❧❢ ♣❛st ✜✈❡ t♦ ❛ q✉❛rt❡r t♦ s✐①✳
♣♣✳ ✶✽✾✲✶✾✵✳
❆❣❛✐♥ s♦♠❡t✐♠❡ ❧❛t❡r✱ ❛t t❤❡ ❝♦♥❢❡r❡♥❝❡ ♦❢ ❙t ❋r❛♥❝✐s ❞❡ ❙❛❧❡s ✐♥ ❋❡❜r✉❛r② ✶✽✼✾✱ ❉♦♥ ❇♦s❝♦ s❛✐❞✿
✏❆ s❡❝♦♥❞ ❣r❛✈❡ t❤r❡❛t t♦ ✈♦❝❛t✐♦♥s ❛♥❞ ♦✈❡r❛❧❧ ❞✐s❝✐♣❧✐♥❡ ❝♦♠❡s ❢r♦♠ t❤♦s❡ ✇❤♦ tr② t♦ s❡t t❤❡♠s❡❧✈❡s
✉♣ ❛s ❧❡❛❞❡rs ❛♠♦♥❣ t❤❡ ❜♦②s✳ ■t ♠✉st ❜❡ str❡ss❡❞ t❤❛t ✐♥ ❡❛❝❤ ♦❢ ♦✉r ❤♦✉s❡s t❤❡ ❝❡♥tr❡ ♦❢ ✉♥✐t② ✐s
t❤❡ ❞✐r❡❝t♦r✳ ✳✳✳ ❲♦❡ ❜❡t✐❞❡ ②♦✉✱ ✇❤❡♥ t✇♦ ❝❡♥tr❡s ❞❡✈❡❧♦♣ ✐♥ ❛ ❤♦✉s❡✦ ❚❤❡② ❛r❡ ❧✐❦❡ t✇♦ ♣✐t❝❤❡❞
❝❛♠♣s✱ t✇♦ st❛♥❞❛r❞s ❛♥❞ ✐❢ t❤❡② ❞♦ ♥♦t ❢❛❝❡ ❡❛❝❤ ♦t❤❡r ❛s ❞✐r❡❝t ♦♣♣♦s✐t❡s✱ ❛t ❧❡❛st t❤❡② ❛❧✇❛②s ❛r❡
❞✐✈✐s✐✈❡✳ ▲♦✈❡ ❝❡♥t❡r❡❞ ♦♥ ♦♥❡ ✇✐❧❧ ❞❡tr❛❝t ❢r♦♠ ❧♦✈❡ ❢♦r t❤❡ ♦t❤❡r✳✑ ✭▼❇ ❳■❱✱ ♣✳ ✹✺❀ ❊▼❇ ❳■❱✱ ♣✳
✷✽✳✮
✺✶P❘❊▲▲❊❩❖✱ ❏✳▼✳✱ ❱❛❧❞♦❝❝♦✳ ✳ ✳ ✱ ♣✳ ✷✺✸✴✺✺✺✲✺✺✽✳
✺✷■❜✐❞✳✱ ♣✳ ✷✺✹✴✺✽✶ ❛♥❞ ♣✳ ✷✺✸✴✺✻✺✲✺✻✼✳
✺✸❋♦r t❤❡ ❝♦♠♣❧❡t❡ r❡♣♦rt ♦♥ ✶✺ ◆♦✈❡♠❜❡r✿ P❘❊▲▲❊❩❖✱ ❏✳▼✳✱ ❱❛❧❞♦❝❝♦✳✳✳✱ ♣♣✳
✷✺✸✲✷✺✹✳
❉♦♥ ❇♦s❝♦
❤✐♠s❡❧❢ ♦♥ ❛♥✐♠❛t✐♦♥ ✐♥ r❡❝r❡❛t✐♦♥ t✐♠❡ ✐♥ ❋❡❜r✉❛r② ✶✽✼✼ ✐♥ ▼❇ ❳■■■✱ ♣✳ ✽✺✴✼❀ ❊▼❇ ❳■■■✱ ♣✳ ✻✹✴✼
✷✻

3.7 Page 27

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❆❜♦✈❡ ❛❧❧ t❤❡r❡ ✇❛s t❤❡ ✈✐t❛❧ q✉❡st✐♦♥✿ ✏❆ss✐st❛♥ts✱ ✇❤♦ ❛r❡ t❤❡②❄✑ ❚♦ ✇❤✐❝❤ t❤❡
♠❛tt❡r✲♦❢✲❢❛❝t r❡♣❧② ✇❡♥t✿ ✏❆❧❧ ♦❢ ✉s ❛r❡✳✑ ❙✉❜s❡q✉❡♥t❧② t❤❡ s❡❝♦♥❞ ✐t❡♠ ❝❛♠❡ ✉♣✿ ✏◆♦t
♦♥❧② s❤♦✉❧❞ ♦♥❡ ♥♦t ❞✐s❝r✐♠✐♥❛t❡ ❜❡t✇❡❡♥ ❝❧❛ss❡s✱ ❜✉t ♥❡✐t❤❡r ❜❡t✇❡❡♥ t❤❡ ♣✉♣✐❧s ♦❢ t❤❡
❣r❛♠♠❛r s❝❤♦♦❧ ❛♥❞ t❤❡ ❛rt✐s❛♥s✑✱ ✐♥ ✇❤✐❝❤ ❤❡ ❧❡t ❤✐s ❤❡❛rt s♣❡❛❦ ❜② ♣r❡❢❡rr✐♥❣ t❤❡
✈♦❝❛t✐♦♥❛❧ tr❛✐♥❡❡s✳ ❚❤✐r❞❧②✿ ✏❉♦ ♥♦t st✐❝❦ t♦❣❡t❤❡r ❛♠♦♥❣ ②♦✉rs❡❧✈❡s ❞✉r✐♥❣ r❡❝r❡❛t✐♦♥
t✐♠❡✱ ❜✉t ♠✐① ✇✐t❤ t❤❡ ❜♦②s✳✑ ❋✉rt❤❡r✿ ✏❖r❞❡r ❛♥❞ ❞✐s❝✐♣❧✐♥❡ ❜♦t❤ ✇✐t❤ t❤❡ ❜♦②s ❛♥❞
t❤♦s❡ ✇❤♦ ❛r❡ ♣r♦✈✐❞✐♥❣ ❛ss✐st❛♥❝❡ s❤♦✉❧❞ ❜❡ ❛t t❤❡ ❝❡♥tr❡ ♦❢ ♦✉r ❝❛r❡ ❡✈❡r②✇❤❡r❡ ✐♥ t❤❡
❤♦✉s❡✳✑ ❚❤❡♥ ✏t❤❡ r✉❧❡s ❢♦r t❤❡ ❛ss✐st❛♥ts ✇❡r❡ r❡❛❞ ❛♥❞ ❛ ❢❡✇ r❡♠❛r❦s ✇❡r❡ ♠❛❞❡ ✇✐t❤
r❡s♣❡❝t t♦ t❤✐s✳✑ ■t str✐❦❡s ✉s t❤❛t t❤❡ r✉❧❡s ✇❡r❡ ♦♥❝❡ ♠♦r❡ ✉s❡❞ ❛s ❛ ♣♦✐♥t ♦❢ r❡❢❡r❡♥❝❡✳
✏❆t t❤❛t ♠♦♠❡♥t✱ ❛ q✉❛rt❡r ♣❛st s✐①✱✑ ❋r ▲❛③③❡r♦ ♥♦t❡❞ ✏❉♦♥ ❇♦s❝♦ ✇❛❧❦❡❞ ✐♥✳ ❆❢t❡r
❤❡ ❤❛❞ ❜❡❡♥ ✐♥❢♦r♠❡❞ ❜r✐❡✢② ❛❜♦✉t ✇❤❛t ✐s ♠❡♥t✐♦♥❡❞ ❛❜♦✈❡✱ ❤❡ ❛♣♣r♦✈❡❞ ♦❢ ❡✈❡r②t❤✐♥❣
❛♥❞ ❝♦♥✜r♠❡❞ ✐t✳ ❍❡ ✇❡♥t ♦♥ t♦ s❛② t❤❡② s❤♦✉❧❞ ♣❛② ♠✉❝❤ ❛tt❡♥t✐♦♥ t♦ t❤✐s✿ ❛ t❡❛❝❤❡r
♦r ❛♥ ❛ss✐st❛♥t ✐♥ ❢✉♥❝t✐♦♥ ✐s ❛ s✉♣❡r✐♦r ✇✐t❤ t❤❡ ❜♦②s✳ ❲❤❡♥ ❤❡ ❤❛s ✜♥✐s❤❡❞ ❢✉♥❝t✐♦♥✐♥❣✱
❤❡ ❤❛s t♦ ❜❡ ❢r✐❡♥❞✱ ❢❛t❤❡r ✇✐t❤ t❤❡ ②♦✉♥❣st❡rs✳ ❍❡ ♠❛❞❡ s♦♠❡ ♠♦r❡ ✉s❡❢✉❧ r❡♠❛r❦s✱
✇❤✐❝❤ ■ ♦♠✐t ♥♦✇✱ t♦ ❜❡ ❜r✐❡❢✳✑ ✺✹ ■t ✐s ❛ ♣✐t② ❋r ▲❛③③❡r♦ ❞✐❞ ♥♦t ❥✉st t❛❦❡ ❞♦✇♥ t❤❡s❡
r❡♠❛r❦s ❜❡❝❛✉s❡ t❤❡② ♠❛② ❤❛✈❡ ❝♦♥t❛✐♥❡❞ s♦♠❡ ✉s❡❢✉❧ s✉❣❣❡st✐♦♥s✱ ♠♦r❡ ❡①❛❝t❧② ❛s t♦
t❤❡ ♠❡❛♥✐♥❣ ♦❢ ❜❡✐♥❣ ✏❛ ❢r✐❡♥❞ ♦r ❛ ❢❛t❤❡r✑✳
▲❛❝❦ ♦❢ ✉♥✐t② ✭✉♥❛♥✐♠✐t②✮ r❡♠❛✐♥s ❛ s❡♥s✐t✐✈❡ ♣♦✐♥t ❛❝❝♦r❞✐♥❣ t♦ ❋r ●✳ ▲❛③③❡r♦
✏❆❢t❡r✇❛r❞s ❬♣r♦❜❛❜❧② ✐♥ ❉♦♥ ❇♦s❝♦✬s ♣r❡s❡♥❝❡❪ t❤❡ t❤✐r❞ ❝❤❛♣t❡r✿ ❉✐s❝✐♣❧✐♥❡ ❛♠♦♥❣
❡❞✉❝❛t♦rs✱ ❢r♦♠ ❚❤❡ Pr❛❝t✐❝❡ ♦❢ t❤❡ ❈❤r✐st✐❛♥ ❊❞✉❝❛t✐♦♥ ❜② P✳❆✳ ▼♦♥❢❛t ✇❛s r❡❛❞✳✑ ❚❤✐s
r❡❛❞✐♥❣ ✏❧❡❞ t♦ ❢✉rt❤❡r r❡♠❛r❦s ✐♥ ♣❛rt✐❝✉❧❛r ♦♥ t❤❡ ❞✉t② ♦❢ ✉♥✐t②✱ t❤❡ ♥❡❡❞ ❢♦r ❛❣r❡❡♠❡♥t
❛♥❞ ✐ts ❡♠❛♥❛t✐♦♥ t♦ t❤❡ ❜♦②s ✇❡ ❡❞✉❝❛t❡✳✑ ❚❤✐s ✐♠♣♦rt❛♥t ♠❡❡t✐♥❣ t♦♦❦ ❛♥ ❡♥❞ ❛t ❛
q✉❛rt❡r ♣❛st s❡✈❡♥✳ ❚❤❡ ♠❡❡t✐♥❣ ✇❛s t♦ ❜❡ r❡❢❡rr❡❞ t♦ ❡①♣❧✐❝✐t❧② ❧❛t❡r✱ ❢♦r ✐♥st❛♥❝❡ ✽ ▼❛②
✶✽✽✸✳✺✺
❉✐s❝✉ss✐♥❣ t❤❡ ✐t❡♠ ♦❢ ✏♣r♦❢❛♥❛t✐♦♥✑ ✐♥ t❤❡ ❝❤❛♣❡❧ ❋r ▲❛③③❡r♦ ♣✉t ❢♦r✇❛r❞ t❤❡ st❛t❡✲
♠❡♥t✿ ✏❚❤❡ ❝❛✉s❡ ♦❢ ✐t ❛❧❧ ✐s t❤❡ ❧❛❝❦ ♦❢ ✉♥✐t② ♦❢ ♣♦❧✐❝②✳✑ ❇❡❛r✐♥❣ t❤❡s❡ ✇♦r❞s ✐♥ ♠✐♥❞✱ ♦♥❡
✇✐❧❧ ✉♥❞❡rst❛♥❞ ❋r ▲❛③③❡r♦ ✇❛s tr②✐♥❣ t♦ ❣✐✈❡ ♣r♦♠✐♥❡♥❝❡ t♦ t❤❡ ✈❡r② ✐♥❞✐s♣❡♥s❛❜✐❧✐t②
❛♥❞ ✐♠♣❛❝t ♦❢ ✉♥✐t② ❬✉♥❛♥✐♠✐t②❪ ❛s ❞❡s❝r✐❜❡❞ ✐♥ ▼♦♥t❢❛t✬s ❜♦♦❦✳
❆t t❤❡ ♥❡①t ♠❡❡t✐♥❣ ❋r ▲❛③③❡r♦ ✇♦✉❧❞ ❣♦ ❜❛❝❦ t♦ t❤❡ ♥❡❡❞ ❢♦r ✉♥✐t②✳ ❍❡ ❢♦r♠✉❧❛t❡❞ ✐t
✐♥ ❛ ♥❡✇ ✇❛② t❤♦✉❣❤✿ ✏❲❡ ❝♦♥✜♥❡❞ ♦✉rs❡❧✈❡s t♦ ♣♦✐♥t✐♥❣ ♦✉t t❤❡ ♥❡❡❞ t♦ ❝♦♠❡ ❢♦r✇❛r❞
❛s ❛ s♦❧✐❞ ❜❧♦❝❦ ✐♥ s♦❧✐❞✉♠✳✑ ■t ♠❡❛♥t t❤❡ ♥❡❡❞ t♦ s✐♥❣ ❢r♦♠ t❤❡ s❛♠❡ ❤②♠♥ s❤❡❡t ♦r
st❛② ❛s ♦♥❡ ♠❛♥ ♦♥ t❤❡ s❛♠❡ ♣❛❣❡✱ ✇❤✐❝❤ ❛♣♣❡❛r❡❞ ♥❡❝❡ss❛r② ✐❢ ✐t ✇❛s ❛❜♦✉t ✏♠❛❦✐♥❣
r❡❝♦♠♠❡♥❞❛t✐♦♥s ❜♦t❤ ✐♥ ♣✉❜❧✐❝ ❛♥❞ ✐♥ ♣r✐✈❛t❡❀ ✐♥ ❣❡♥❡r❛❧ ❛♥❞ ✐♥ ♣❛rt✐❝✉❧❛r ❡❛❝❤ t✐♠❡
✇❡ ❝♦♠❡ ❛❝r♦ss ❛ ❜♦② ✇❤♦ ♥❡❡❞s ✐t✳✑ ✺✻ ❉❡❛❧✐♥❣ ✇✐t❤ ❜♦②s s♦ ❢r❛♥❦❧② ❛♥❞ ②❡t s♦ ❞❡❧✐❝❛t❡❧②
✺✹P❘❊▲▲❊❩❖✱ ❏✳▼✳✱ ❱❛❧❞♦❝❝♦✳✳✳✱ ♣✳ ✷✺✹✴✺✾✵✲✻✵✷✳ ✳ ✳ ✳ ❇■❊❙▼❆◆❙✱ ❘✳✱ ❆ss✐st❡♥t✐❡✳✳✳✱ ♣✳ ✻✺✱ ✇❤❡r❡
s♦♠❡t❤✐♥❣ ✇❡♥t ✇r♦♥❣ ✇✐t❤ ♠❡♥t✐♦♥✐♥❣ t❤❡ ♣♦✐♥ts ♦❢ t✐♠❡✳ ❉♦♥ ❇♦s❝♦ ❤✐♠s❡❧❢ s♣♦❦❡ ♦♥ t❤❡ ❝♦♠♠♦♥
♥❛t✉r❡ ♦❢ ❛ss✐st❛♥❝❡ ✐♥ ❋❡❜r✉❛r② ✶✽✼✼✿ ✏❆ss✐st❛♥❝❡ ♠✉st ❜❡ ❛ ❝♦♥❝❡rt❡❞ ❡✛♦rt✳✑ ✭▼❇ ❳■■■✱ ♣✳ ✽✺❀
❊▼❇ ❳■■■✱ ♣✳ ✻✺✮✳ ❯♥❞❡r ❋r ❘✉❛✬s ❝❤❛✐r♠❛♥s❤✐♣✱ ✐t ✇❛s ❞❡❝✐❞❡❞ ✐♥ ❆✉❣✉st ✶✽✼✶✿ ✏❘❡❝r❡❛t✐♦♥ t✐♠❡
s❤♦✉❧❞ ❛❧✇❛②s ❜❡ s♣❡♥t ✇✐t❤ t❤❡♠ ❬t❤❡ ❜♦②s❪ ❛♥❞ ❛s ♠✉❝❤ ❛s ♣♦ss✐❜❧❡ ✇✐t❤ t❤♦s❡ ✇❤♦ ♠♦st ♥❡❡❞
❛ss✐st❛♥❝❡✳✑ ✭P❘❊▲▲❊❩❖✱ ❏✳▼✳ ❱❛❧❞♦❝❝♦✳✳✳✱ ♣✳ ✷✻✷✴✹✻✲✹✼✮✳
✺✺❚❤❡ r❡♣♦rt ♦❢ t❤✐s ❤✐st♦r✐❝❛❧ ♠❡❡t✐♥❣ ✐♥ P❘❊▲▲❊❩❖✱ ❏✳▼✳✱ ❱❛❧❞♦❝❝♦✳✳✳✱ ♣♣✳ ✷✺✹✲✷✺✺✳ ❋♦r t❤❡ r❡❢❡r❡♥❝❡
t♦ ▼❛r❝❤ ✽✿ ✐❜✐❞✳✱ ♣✳ ✷✺✼✴✻✼✻✳
✺✻❋♦r t❤❡ ❝♦♠♣❧❡t❡ ♣❛r❛❣r❛♣❤ P❘❊▲▲❊❩❖✱ ❏✳▼✳✱ ❱❛❧❞♦❝❝♦✳ ✳ ✳ ✱ ♣✳ ✷✺✺✴✻✶✵✲✻✶✷✳
✷✼

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✇❛s ❛ t②♣✐❝❛❧ ❝♦✉rs❡ ♦❢ ❛❝t✐♦♥ ❉♦♥ ❇♦s❝♦ ✉s❡❞ ✐♥ ❛❞✈✐s✐♥❣✳ ■t ✇❛s ✈❡r② ❞❡❛r t♦ ❤✐♠✳✺✼
❈♦♥s❡q✉❡♥t❧② ❉♦♥ ❇♦s❝♦ ❤✐♠s❡❧❢ ❧✐❦❡❞ t♦ ❤❛✈❡ ✐t ❛♣♣r♦✈❡❞ ♦❢ ❛♥❞ ❝♦♥✜r♠❡❞✳ ❍❡ ♠✉st
❤❛✈❡ ❜❡❡♥ ✈❡r② ♣❧❡❛s❡❞ ❢♦r ❋r ▲❛③③❡r♦ ❤❛❞ r✉♥ t❤✐♥❣s ✐♥ ❝♦♠♣❧❡t❡ ❛❣r❡❡♠❡♥t ✇✐t❤ ❤✐s
❞❡s✐r❡ ❛♥❞ ❤✐s ✈❡r② ♦✇♥ ❛❞❞r❡ss ❛t t❤❡ ❙❡❝♦♥❞ ●❡♥❡r❛❧ ❈❤❛♣t❡r✳
❊✛♦rts t♦ ❜❡tt❡r str✉❝t✉r❡ t❤❡ ❣r♦✉♣s ♦❢ ②♦✉♥❣ ♣❡♦♣❧❡ ✇❤✐❧❡ ❣❡tt✐♥❣ r✐❞ ♦❢ ❝❛✉s❡s ♦❢
❞✐s♣❧❡❛s✉r❡
❚❤❡ t❛s❦ ♦❢ ❞❡❛❧✐♥❣ ✇✐t❤ t❤❡ ❜♦②s ❛s ✏❛ ❢r✐❡♥❞ ❛♥❞ ❛ ❢❛t❤❡r✑ ♠✉st ❤❛✈❡ ❜❡❡♥ q✉✐t❡ ♦❢t❡♥
✉♥❞❡r ♣r❡ss✉r❡ ✐♥ ❡✈❡r②❞❛② ❧✐❢❡✳ ❚❤❡ ♣✉♣✐❧s ❛♥❞ t❤❡ ❛rt✐s❛♥s ♠✐①❡❞ ✐♥ t❤❡ ♣❧❛②❣r♦✉♥❞
❛♥❞ ✉♥❞❡r t❤❡ ♣♦rt✐❝♦✳ ❚❤❡ s✉♣❡r✐♦rs ❣r❛❞✉❛❧❧② ❣♦t t♦ ❞✐s❝♦✈❡r ✐t ❡♥t❛✐❧❡❞ ❛ ♥✉♠❜❡r ♦❢
❞✐s❛❞✈❛♥t❛❣❡s✳ ❚❤❛t ✐s ✇❤② t❤❡② ❛✐♠❡❞ ❛t t❤r♦✉❣❤ t❤❡ s❡♣❛r❛t✐♦♥ ♦❢ ❜♦t❤ ❣r♦✉♣s✱ ❜✉t
t❤❛t ✐♠♣❧✐❡❞ s✉♣♣❧②✐♥❣ t❤❡ ❛♣♣r♦♣r✐❛t❡ ✐♥❢r❛str✉❝t✉r❡✳ ❚❤❡② r❡❛❧✐③❡❞ t❤❡② ❤❛❞ t♦ s✉♣♣❧②
❞r✐♥❦✐♥❣ ✇❛t❡r ♦♥ t❤❡ ♣✉♣✐❧s✬ s✐❞❡ ❛♥❞ ✏❛s t❤❡② ✇❡r❡ r❛t❤❡r s❝❛r❝❡✑ ♠♦r❡ ❧❛✈❛t♦r✐❡s ✇❡r❡
♥❡❡❞❡❞ ♦♥ t❤❡ s✐❞❡ ✇❤❡r❡ t❤❡ ❛rt✐s❛♥s ✇❡r❡✳ ❚❤❛t ❛✇❛r❡♥❡ss ✇❛s ❢♦❧❧♦✇❡❞ ❜② t❤❡ ♣❤r❛s❡
✏✇❡ s❤♦✉❧❞ ❛t ❧❡❛st tr②✑✱ ✇❤✐❝❤ ✐♠♣❧✐❡❞ t❤❡ ♣r❡s✉♠♣t✐♦♥ t❤❛t ❡①❡❝✉t✐♦♥ ♠✐❣❤t t❛❦❡ s♦♠❡
t✐♠❡✳
❆♥♦t❤❡r ❞❡❧✐❝❛t❡ ♠❛tt❡r ✇❛s ♦r❞❡r ❛♥❞ ❞✐s❝✐♣❧✐♥❡ ✐♥ t❤❡ ❞♦r♠✐t♦r✐❡s✱ ❛ ♣r♦❜❧❡♠ ✇❤✐❝❤
✇❛s ♥♦t s♦❧✈❡❞ ❜② t❤❡ ✉s❡ ♦❢ ❥✉❣s ❛♥❞ ❜❛s✐♥s✳ ■♥st❛❧❧✐♥❣ t❤❡ ✇❛s❤✲❜❛s✐♥s ✇♦✉❧❞ ♥♦t ♦♥❧②
♠❡❛♥ ❛ ❝♦♥s✐❞❡r❛❜❧❡ ❛♥♥✉❛❧ s❛✈✐♥❣✱ ❜✉t ❛❧s♦ ✐♠♣r♦✈❡ ❤②❣✐❡♥❡ ❛♥❞ ♠♦r❛❧✐t②✳✺✽ ❚❤❡ ✇♦r❞
✏✇♦✉❧❞✑ s✉❣❣❡sts t❤❡r❡ ✇❛s ♠♦r❡ ❣♦♦❞✇✐❧❧ t❤❛♥ ❞❡t❡r♠✐♥❛t✐♦♥ ✐♥ ✐t✳
❆s s✉❝❤ t❤❡ ❝♦♥s✐❞❡r❛t✐♦♥s ✇❡r❡ r❡❛s♦♥❛❜❧❡ ❛♥❞ ❛✐♠❡❞ ❛t ♣r❡✈❡♥t✐♦♥ ❛♥❞ ♦♥❡ ❝♦✉❧❞
❝❛❧❧ t❤❡ ❞❡❝✐s✐♦♥s ✏✇❡❛❦✑✱ ❜✉t ✐t ❧♦♦❦❡❞ ❛s ✐❢ t❤❡② ♠✐❣❤t ❣♦ t❤❡ s❛♠❡ ✇❛② ❛s t❤❡ ♠❡❛s✉r❡s
♥❡❡❞❡❞ t♦ ♣r❡✈❡♥t t❤❡ ❧♦ss ♦❢ ❧✐♥❡♥ ✇❛r❡ ❛♥❞ ❝❧♦t❤✐♥❣✳ ❚❤❡ ♣♦✐♥t ✇❛s ✏❞✐s❝✉ss❡❞ ♦✈❡r ❛♥❞
♦✈❡r ❛❣❛✐♥✱ ❜✉t ✐t ❞✐❞ ♥♦t ❝♦♠❡ ♥❡❛r t♦ ❛♥② s♦rt ♦❢ s♦❧✉t✐♦♥✳✑ ❙t✐❧❧✱ ✐t ✇❛s ✏❛ s❡r✐♦✉s t♦♣✐❝✦
◆❡❛r❧② ❛❧❧ ❝♦♠♣❧❛✐♥ ❛❜♦✉t ♥♦t ❣❡tt✐♥❣ ❜❛❝❦ t❤❡ t❤✐♥❣s t❤❡② ❞❡❧✐✈❡r❡❞ ❢♦r ✇❛s❤✐♥❣✳ ❆❢t❡r
s✐① ♠♦♥t❤s t❤❡ ❜♦②s ❤❛✈❡ ❣♦t ❛❧♠♦st ♥♦t❤✐♥❣ ❧❡❢t ❢r♦♠ t❤❡✐r ❝♦❧❧❡❝t✐♦♥ ♦❢ ❝❧♦t❤✐♥❣✳ ❲❤❡r❡
✇✐❧❧ t❤✐s ❡♥❞❄✳ ✳ ✳ ❆❢t❡r ♠♦r❡ t❤❛♥ ♦♥❡ ❛♥❞ ❛ ❤❛❧❢ ❤♦✉r ♦❢ ❞✐s❝✉ss✐♦♥✱ ✐t ✇❛s ❡✈❡♥t✉❛❧❧②
❧❡❢t t♦ ❡❛❝❤ ♦♥❡ ♣r❡s❡♥t t♦ t❤✐♥❦ ❛❜♦✉t ✐t ❛♥❞ r❡♣♦rt ❜❛❝❦ ❛t t❤❡ ♥❡①t ♠❡❡t✐♥❣✳✑ ✺✾
❖♥❝❡ ♠♦r❡ ♥♦ r❡s✉❧t ♦❢ t❤❛t r❡✢❡❝t✐♦♥ ♦r ❛♥② r❡♣♦rts ❝♦✉❧❞ ❜❡ ❞✐s❝♦✈❡r❡❞✳ ❆s ♥♦t❤✐♥❣
❤❛❞ ❜❡❡♥ ❞♦♥❡ ❛❜♦✉t ✐t✱ t❤❡ ✏❣♦♦❞ s♣✐r✐t✑ ❛♠♦♥❣ t❤❡ ❜♦②s ✇❛s ♥♦t ❛t ❛❧❧ ❤❡❧♣❡❞ ❜② ✐t✳
❙✉❝❤ ❝✐r❝✉♠st❛♥❝❡s ❛♥❞ t❤❡ ❢❛❝t t❤❛t ❜♦②s ✇✐❧❧ ❜❡ ❜♦②s ✇✐❧❧ ❤❛✈❡ ❧❡❞ ❡❞✉❝❛t♦rs✱ t❡❛❝❤❡rs
❛♥❞ ❛ss✐st❛♥ts ♠♦r❡ t❤❛♥ ♦♥❝❡ t♦ t❛❦❡ r❡♣r❡ss✐✈❡ ❛❝t✐♦♥ ✐♥ ♦♥❡ ✇❛② ♦r ❛♥♦t❤❡r✳ ❨❡t ❤♦✇
❝♦✉❧❞ t❤❡② ♣✉t ✐♥t♦ ♣r❛❝t✐❝❡ t❤❡ r❡s♣❡❝t ❢♦r t❤❡ ❝♦♠♣✉❧s♦r② ♣r❡s❝r✐♣t✐♦♥ ♦❢ ❉♦♥ ❇♦s❝♦✿
✏❋✐rst ♦❢ ❛❧❧ ♥❡✈❡r ❤❛✈❡ r❡❝♦✉rs❡ t♦ ♣✉♥✐s❤♠❡♥ts ✐❢ ♣♦ss✐❜❧❡✑ ✻✵ ❲♦✉❧❞ ❛ ✇❛r♥✐♥❣✱ ❜❡ ✐t ❛
✺✼❈❢✳ ❢♦r ❡①❛♠♣❧❡ ❇■❊❙▼❆◆❙✱ ❘✳✱ ❆ss✐st❡♥t✐❡✳ ✳ ✳ ✱ ♣♣✳ ✶✷✺✲✶✷✻❀ ✶✷✽❀ ✶✹✷ ❛♥❞ ❇■❊❙▼❆◆❙✱ ❘✳✱ ❘❡✢❡❝t✐❡s
❜✐❥ ❞❡ ❝✐r❝✉❧❛✐r❡ ♦✈❡r ❤❡t t♦❡❞✐❡♥❡♥ ✈❛♥ str❛✛❡♥ ✐♥ ❞❡ s❛❧❡s✐❛❛♥s❡ ❤✉✐③❡♥ ✐♥ ❖✈❡r ❞❡ ●r❡♥s✱ ❉♦♥
❇♦s❝♦✈♦r♠✐♥❣s✲❝❡♥tr✉♠✱ ♥r✳ ✵✼✱ ✷✵✵✺✱ ♣✳ ✻✷✳
✺✽■❜✐❞✳✱ ♣✳ ✷✺✸✴✺✻✽✲✺✼✶✳
✺✾■❜✐❞✳✱ ♣✳ ✷✺✺✴✻✶✹✲✻✷✸✳ ❚r❛♥s❧❛t❡❞ ✐♥ ♦♥❡ ♠♦r❡ ❞✐✛❡r❡♥t ✇❛②✿ ✏❚❤❡② ❣♦t st✉❝❦✳✑ ✭❚❤❡② ❝♦✉❧❞♥✬t r❡❛❝❤
❛♥ ❛❣r❡❡♠❡♥t✳✮ ❚❤❛t ✇❛s t❤❡ ❝❛s❡ ❞❡s♣✐t❡ t❤❡ ♠❡❛s✉r❡s ♦❢ ❤❛r❞❧② ❛ ②❡❛r ❛❣♦✳ ✭■❜✐❞✳✱ ♣✳ ✷✹✾✴✹✸✶✲✹✹✼✮✳
❈❢✳ ❢♦♦t♥♦t❡ ✸✻✳
✻✵❈♦♥st✐t✉t✐♦♥s ❛♥❞ ❘❡❣✉❧❛t✐♦♥s ♦❢ t❤❡ ❙♦❝✐❡t② ♦❢ ❙t ❋r❛♥❝✐s ❞❡ ❙❛❧❡s✱ ❘♦♠❡ ✶✾✾✼✱ ♣✳ ✷✺✷✳ ❙❡❡ ❛❧s♦ ✐♥ t❤❡
t❡①t ♦♥ ✏❍❡t ♣r❡✈❡♥t✐❡✈❡ s②st❡❡♠ ✐♥ ❞❡ ♦♣✈♦❡❞✐♥❣ ✈❛♥ ❞❡ ❥❡✉❣❞✑ ✐♥✿ ❉♦♥ ❇♦s❝♦ ♣❛ss✐❡ ✈♦♦r ❥♦♥❣❡r❡♥
❣✐st❡r❡♥ ❡♥ ✈❛♥❞❛❛❣✱ ❖✉❞✲❍❡✈❡r❧❡❡✱ ❉♦♥ ❇♦s❝♦✈♦r♠✐♥❣s❝❡♥tr✉♠✱ ✷✵✵✵✱ ♣✳ ✻✺✳
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3.9 Page 29

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✏str✐❝t ✇❛r♥✐♥❣✑✱ ❢♦r ❡①❛♠♣❧❡ ✐♥ t❤❡ ❝❛s❡ ♦❢ t❤❡ ♣r♦❢❛♥❛t✐♦♥ ✐♥ ❏✉♥❡ ♦❢ t❤❡ ♣r❡✈✐♦✉s s❝❤♦♦❧
②❡❛r✱ ❤❛✈❡ ❜❡❡♥ s✉✣❝✐❡♥t❄
❋r ▲❛③③❡r♦✬s ❛♥❞ ❝♦❧❧❡❛❣✉❡s✬ ♣♦s✐t✐♦♥ ✐♥ t❤❡ ❞✐s❝✉ss✐♦♥ ♦♥ ♣✉♥✐s❤♠❡♥t ✐♥ ❡❞✉❝❛t✐♦♥
❛♥❞ t❤❡ ✐♥t❛❝t ♣r❡s❡r✈❛t✐♦♥ ♦❢ t❤❡ ✏♣r❡✈❡♥t✐✈❡ s②st❡♠✑
❆❧t❤♦✉❣❤ ❋r ▲❛③③❡r♦✬s r❡♣♦rts ❞♦ ♥♦t ♣r♦✈✐❞❡ ♠✉❝❤ ❡✈✐❞❡♥❝❡✱ ❞✐s❝✉ss✐♦♥ ♦♥ t❤❡ t♦♣✐❝
♦❢ ♣✉♥✐s❤♠❡♥t ❛♣♣❡❛r❡❞ t♦ ❜❡ q✉✐t❡ ✐♥t❡♥s❡ ❛❣❛✐♥ ✐♥ t❤❛t ♣❡r✐♦❞✳ ❨♦✉ ♠❛② s❛② ❵❛❣❛✐♥✬
✐♥❞❡❡❞✱ ❢♦r ❛❧r❡❛❞② ✐♥ ✶✽✽✵ ❛ ♥❡✇ ✈❡rs✐♦♥ ♦❢ ❉♦♥ ❇♦s❝♦✬s ▲✐tt❧❡ ❚r❡❛t✐s❡ ♦♥ t❤❡ Pr❡✈❡♥t✐✈❡
❙②st❡♠ ❤❛❞ ❜❡❡♥ ♣✉❜❧✐s❤❡❞ ✐♥ t❤❡ ♣❡r✐♦❞✐❝❛❧✱ ❇♦❧❧❡tt✐♥♦ ❙❛❧❡s✐❛♥♦✳ ■♥ t❤❛t ✈❡rs✐♦♥ t❤❡
❝♦♥❝✐s❡ ❧❛st ❝❤❛♣t❡r ❵❆ ✇♦r❞ ♦♥ ♣✉♥✐s❤♠❡♥t✬ ❤❛❞ ❜❡❡♥ ❡①t❡♥❞❡❞ ✇✐t❤ t✇♦ ❛rt✐❝❧❡s✱ ✇❤✐❝❤
❛s ❛ ♠❛tt❡r ♦❢ ❢❛❝t ✇❡r❡ ❛❞♦♣t❡❞ ✐♠♠❡❞✐❛t❡❧② ✐♥ t❤❡ ❉❡❝❡♠❜❡r ✐ss✉❡ ♦❢ t❤❡ ❋r❡♥❝❤ ❇✉❧❧❡t✐♥
❙❛❧és✐❡♥✻✶ ■t r❡♠❛✐♥s ❛♥ ♦♣❡♥ q✉❡st✐♦♥ ✇❤❡t❤❡r ❉♦♥ ❇♦s❝♦ ❤❛❞ ♣r❡✈✐♦✉s ❦♥♦✇❧❡❞❣❡ ♦r
❤❛❞ ❛♣♣r♦✈❡❞ ♦❢ t❤❡ ♣✉❜❧✐❝❛t✐♦♥✳ P✉❜❧✐s❤✐♥❣ ❝❡rt❛✐♥❧② s❤♦✇s ❤✐s ❝♦✲✇♦r❦❡rs ❝♦♥s✐❞❡r❡❞ ✐t
♥❡❝❡ss❛r② ❛♥❞ ❝♦♥✈❡♥✐❡♥t t♦ ❛❞❞ ❡①t❡♥s✐♦♥s t♦ ❤✐s ❞✐r❡❝t✐✈❡s✳ ❚❤❡ t❡①ts ❛❞❞❡❞ ❞❡✜♥✐t❡❧②
❛❣r❡❡ ✇✐t❤ ❤✐s ✐♥s✐❣❤t ❛♥❞ ♦♣✐♥✐♦♥✱ ❜✉t t✇♦ ❝♦♥t❡♠♣♦r❛r✐❡s ♥♦ ❞♦✉❜t t❛❦❡ ❝r❡❞✐t ❢♦r t❤❡
❛❝t✉❛❧ ✇♦r❞✐♥❣ ♦❢ t❤❡ t❡①ts✳ ❚❤❡ ✜rst ♦♥❡ ✐s ❆✳▼✳ ❚❡♣♣❛ ✭✶✽✵✻✲✶✽✼✶✮✳ ❍✐s ❜♦♦❦ ❆✈✈❡r✲
t✐♠❡♥t✐ ♣❡r ❣❧✐ ❡❞✉❝❛t♦r✐ ❡❝❝❧❡s✐❛st✐❝✐ ❞❡❧❧❛ ❣✐♦✈❡♥tù ✇❛s ♣✉❜❧✐s❤❡❞ ✐♥ ✶✽✻✽ ❛♥❞ ✐♥st❛♥t❧②
r❡❝♦♠♠❡♥❞❡❞ ❜② ❉♦♥ ❇♦s❝♦ ❤✐♠s❡❧❢ t♦ ❤✐s ❝♦♥❢r❡r❡s ❛♥❞ ❝♦✲✇♦r❦❡rs✳✻✷ ❚❤❡ s❡❝♦♥❞ ♦♥❡ ✐s
t❤❡ ❋r❡♥❝❤♠❛♥ ❆✳ ▼♦♥❢❛t ✭✶✽✷✵✲✶✽✾✽✮✳ ❆ ❧♦♦s❡ tr❛♥s❧❛t✐♦♥ ✐♥t♦ ■t❛❧✐❛♥ ♦❢ t❤❡ ✈♦❧✉♠❡ ▲❛
Pr❛t✐q✉❡ ❞❡ ❧✬é❞✉❝❛t✐♦♥ ❛♣♣❡❛r❡❞ ✐♥ ✶✽✼✾✳ ❚❤✐s ✇♦r❦ ✇❛s ♠❡♥t✐♦♥❡❞ ❤❡r❡ ❜❡❢♦r❡ ✇❤❡♥ ❋r
▲❛③③❡r♦ ❤❛❞ t❤❡ t❤✐r❞ ❝❤❛♣t❡r r❡❛❞ ♦✉t ❛♥❞ ❝♦♠♠❡♥t❡❞ ♦♥ ❞✉r✐♥❣ t❤❡ ❵❣❡♥❡r❛❧ ♠❡❡t✐♥❣✬
♦♥ ✶✻ ◆♦✈❡♠❜❡r ✶✽✽✷✳
■❢ ✇❡ t❛❦❡ ✐♥t♦ ❛❝❝♦✉♥t t❤❡ ❝✐r❝✉♠st❛♥❝❡s ❛♥❞ s♦♠❡ ❢r✐❝t✐♦♥s ❛♠♦♥❣ st❛✛ ♠❡♠❜❡rs
✐♥ ❱❛❧❞♦❝❝♦ ❛♥❞ ❋r ▲❛③③❡r♦✬s s❡r✐♦✉s ❝♦♥❝❡r♥ ❛❜♦✉t t❤❡ ♣r❡s❡r✈❛t✐♦♥ ♦r t❤❡ ❜✉✐❧❞✐♥❣ ✉♣
♦❢ ✉♥✐t②✱ ✇❡ ❝❛♥ ❢✉❧❧② ✉♥❞❡rst❛♥❞ ❤❡ ✇✐s❤❡❞ t♦ ❜r✐♥❣ t❤❛t ♣❛ss❛❣❡ t♦ ❛tt❡♥t✐♦♥ ✐♥ t❤❛t
♠❡❡t✐♥❣✳
❖t❤❡r ❝♦✲✇♦r❦❡rs ✇❡r❡ ❛♣♣❛r❡♥t❧② ♠♦r❡ ✐♥t❡r❡st❡❞ ✐♥ t❤❡ ❧❛st ❝❤❛♣t❡rs ✭✷✶✲✷✻✮ ♦❢ ▼♦♥t✲
❢❛t✬s ❜♦♦❦ ❢♦r ❞✐✛❡r❡♥t r❡❛s♦♥s✳ ❚❤♦s❡ ♣❛r❛❣r❛♣❤s tr❡❛t❡❞ t❤❡ s✉❜❥❡❝t ♦❢ ❵r❡♣r❡ss✐♦♥✬ ♦r
♣✉♥✐s❤♠❡♥t✱ t❤✐s ✈❡r② ❞❡❧✐❝❛t❡ t♦♣✐❝ ✐♥ t❤❡ s♣✐r✐t ♦❢ ❉♦♥ ❇♦s❝♦✬s ❡❞✉❝❛t✐♦♥✳ ■♥ t❤❡ ❜♦♦❦ ✐t
✇❛s ❞❡s❝r✐❜❡❞ ✐♥ s✉❝❤ ❛ ✇❛② t❤❛t t❤❡ ❙❛❧❡s✐❛♥s ❝♦✉❧❞ r❡❛❧❧② s❡❡ t❤❡♠s❡❧✈❡s r❡✢❡❝t❡❞ ❤❡r❡✳
◆♦✈✐❝❡ ♠❛st❡r ❋r ●✳ ❇❛r❜❡r✐s ♠❛❞❡ ✉s❡ ♦❢ ♣❛ss❛❣❡s ❢r♦♠ ✐t ❢♦r ❤✐s ❝♦✉rs❡ ♦❢ ♣❡❞❛❣♦❣②✱
❡♥t✐t❧❡❞ ❆♣♣✉♥t✐ ❞✐ P❡❞❛❣♦❣✐❛ ❙❛❝r❛✱ ❡s♣♦st✐ ❛❣❧✐ ❛s❝r✐tt✐ ❞❡❧❧❛ P✐❛ ❙♦❝✐❡tà ❞✐ ❙✳ ❋r❛♥❝❡s❝♦
❞✐ ❙❛❧❡s✳
❈♦♥s❡q✉❡♥t❧②✱ ✐t ✇❛s ♥♦t s✉r♣r✐s✐♥❣ t❤❛t ✐♥ ❙❛❧❡s✐❛♥ ❝✐r❝❧❡s t❤❡② ✇❡r❡ ♣r❡♣❛r✐♥❣ ❛ ❞♦❝✲
✉♠❡♥t ❡♥t✐t❧❡❞✿ ❉❡✐ ❝❛st✐❣❤✐ ❞❛ ✐♥✢✐❣❣❡rs✐ ♥❡❧❧❡ ❝❛s❡ ❙❛❧❡s✐❛♥❡ ❚❤❡ ✉s❡ ♦❢ ♣✉♥✐s❤♠❡♥ts
✐♥ ❙❛❧❡s✐❛♥ ❤♦✉s❡s✳ ❆❝❝♦r❞✐♥❣ t♦ r❡❝❡♥t ❡①❛♠✐♥❛t✐♦♥ t❤✐s ❞♦❝✉♠❡♥t✱ ✇r✐tt❡♥ ❜② ●✳❇✳
✻✶❇❘❆■❉❖✱ P✳✱ ■❧ s✐st❡♠❛ ♣r❡✈❡♥t✐✈♦ ♥❡❧❧❛ ❡❞✉❝❛③✐♦♥❡ ❞❡❧❧❛ ❣✐♦✈❡♥tù✱ P✐❝❝♦❧❛ ❇✐❜❧✐♦t❡❝❛ ♥r✳ ✺✱ ❘♦♠❡✱
▲❆❙✱ ✶✾✽✺✱ ♣♣✳ ✷✹✲✷✺❀ ✶✸✼❀ ✶✺✻✳ ■t ✐s q✉✐t❡ s✐❣♥✐✜❝❛♥t t❤❛t ❛❢t❡r ❉♦♥ ❇♦s❝♦✬s ❞✐❡❞ ✐t ✇❛s ♣r❡❝✐s❡❧②
t❤✐s ❡①t❡♥❞❡❞ ✈❡rs✐♦♥ t❤❛t ✇❛s ❝✐r❝✉❧❛t❡❞✳ ❋✐rst ✐♥ ✶✽✾✷ ❜② ❇❖◆❊❚❚■✱ ●✳ ✐♥✿ ❈✐♥q✉❡ ❧✉str✐ ❞✐ st♦r✐❛
❞❡❧❧✬❖r❛t♦r✐♦ ❙❛❧❡s✐❛♥♦ ❢♦♥❞❛t♦ ❞❛❧ s❛❝❡r❞♦t❡ ❉✳ ●✐♦✈❛♥♥✐ ❇♦s❝♦✱ ❚✉r✐♥ ✶✽✾✷❀ s✉❜s❡q✉❡♥t❧② ✐♥ ✶✾✵✹
❜② ▲❊▼❖❨◆❊✱ ●✳❇✳ ✐♥ ▼❇ ■❱✱ ♣✳ ✺✺✷❀ ❊▼❇ ■❱✱ ♣✳ ✸✽✺✳
✻✷■♥ ❛ ❧❡tt❡r ♦❢ ❏❛♥✉❛r② ✶✽✻✾ t♦ ▼✳ ❘✉❛✿ ✏❚❛❦❡ t❤❡ ❜♦♦❦❧❡t ♦❢ P✳ ❚❡♣♣❛✿ ❆✈✈✐s✐ ✭s✐❝✮ ❛❣❧✐ ❊❝❝❧❡s✐❛st✐❝✐
❡t❝✳✿ s❡♥❞ ♦♥❡ t♦ ▲❛♥③♦ ❛♥❞ ♦♥❡ t♦ ▼✐r❛❜❡❧❧♦✱ ❢r♦♠ ✇❤✐❝❤ t❤❡② s❤♦✉❧❞ r❡❛❞ ♦✉t ♦♥❡ ❝❤❛♣t❡r ✐♥ t❤❡
♠❡❡t✐♥❣ ♦❢ ❝❧❡r✐❝s ❛♥❞ ♣r✐❡sts ❡✈❡r② ❙✉♥❞❛② ❞✉r✐♥❣ ♠② ❛❜s❡♥❝❡✳ ❚❤❡② s❤♦✉❧❞ ❞♦ t❤❡ s❛♠❡ ✐♥ ❚✉r✐♥✳✑
✭❊ ■■✱ ♣✳ ✹❀ ❊ ✭♠✮✱ ✈♦❧✳ t❡r③♦✱ ♣✳ ✹✵✮
✷✾

3.10 Page 30

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❋r❛♥❝❡s✐❛✱ ✐s t❤❡ ♦❧❞❡st ♠❛♥✉s❝r✐♣t✳ ❍❡ ✜♥✐s❤❡❞ ✐t ♦♥ ✷✾ ❏❛♥✉❛r② ✶✽✽✸✱ t❤❡ ❞❛② ❜❡❢♦r❡
❉♦♥ ❇♦s❝♦ ❧❡❢t ❢♦r ❋r❛♥❝❡ ♦♥ ❛ ❥♦✉r♥❡② ❤❡ ✇♦✉❧❞ r❡t✉r♥ ❢r♦♠ ❛s ❧❛t❡ ❛s ✸✵ ▼❛② t❤❛t
②❡❛r✳✻✸ ■♥ ❛♥ ✐♥tr♦❞✉❝t✐♦♥ t♦ t❤❡ ❞♦❝✉♠❡♥t ♣✉❜❧✐s❤❡❞ ❧❛t❡r ♦♥ ❛❜♦✉t t❤❡ ♣✉♥✐s❤♠❡♥ts ✐♥
❊♣✐st♦❧❛r✐♦ ❛ ❝♦❧❧❡❝t✐♦♥ ♦❢ ❧❡tt❡rs ♦❢ ❉♦♥ ❇♦s❝♦ ❬
■❱✱ ♣✉❜❧✐s❤❡❞ ✐♥ ✶✾✺✾❪ ❋r ❈❡r✐❛ ♣r♦✈✐❞❡❞
♠♦r❡ ❞❡t❛✐❧s✳ ❍❡ ✇r♦t❡✿ ✏❇❡❢♦r❡ ❧❡❛✈✐♥❣ t❤❡ ❖r❛t♦r② ❛♥❞ ■t❛❧② ❢♦r ❛ r❛t❤❡r ❧♦♥❣ t✐♠❡✱
❤❡ ❝❤❛r❣❡❞ ❋r ❘✉❛ ✇✐t❤ s❡♥❞✐♥❣ ♦r ❤❛♥❞✐♥❣ t♦ t❤❡ r❡❝t♦rs ❤✐s ❧♦♥❣ ❧❡tt❡r ♦♥ ❛ ❝r✉❝✐❛❧
t❤❡♠❡ ✐♥ t❤❡ ❛♣♣❧✐❝❛t✐♦♥ ♦❢ t❤❡ ♣r❡✈❡♥t✐✈❡ s②st❡♠✳ ✳ ✳ ✳ ✑✳ ❋r ❘✉❛ ❤❛❞ ❛ s✉✣❝✐❡♥t ♥✉♠✲
❜❡r ♦❢ ❝♦♣✐❡s ♠❛❞❡ r❡❛❞②✳ ❨❡t t❤❡ t❡①t ♦❢ t❤✐s st✐♠✉❧❛t✐♥❣ ♣✐❡❝❡ ♦❢ ✇r✐t✐♥❣ ❣r❛❞✉❛❧❧②
❞✐s❛♣♣❡❛r❡❞ ♦✉t ♦❢ t❤❡ ♣✐❝t✉r❡✳ ❖♥❡ s✐♥❣❧❡ ❝♦♣② ❤❛♣♣❡♥❡❞ t♦ ❜❡ ❞✐s❝♦✈❡r❡❞ ✐♥ ✶✾✸✺ ❛♥❞
r❡st♦r❡❞ t♦ ♠❡♠♦r②✳✬✻✹
■❢ ✇❡ ❛❝❝❡♣t t❤✐s ✐♥❢♦r♠❛t✐♦♥ ❛❜♦✉t ❉♦♥ ❇♦s❝♦✬s ✐♥str✉❝t✐♦♥ t♦ ❋r ❘✉❛✱ ✇❡ st✐❧❧ ❤❛✈❡
❛ ♣r♦❜❧❡♠ ✇✐t❤ ✐t ❛s t❤❡r❡ ✐s ♦♥❧② ♦♥❡ s✐♥❣❧❡ ❝♦♣② ♣r❡s❡r✈❡❞ ♦✉t ♦❢ q✉✐t❡ ❛ ❣r❡❛t ♥✉♠❜❡r
♦❢ s✉❝❤ ❛ ❝❛r❡❢✉❧❧② ❡❧❛❜♦r❛t❡❞ ❛♥❞ ❢❛r✲r❡❛❝❤✐♥❣ t❡①t✱ ✇❤✐❝❤ ✇❛s s✉♣♣♦s❡❞ t♦ ❤❛✈❡ ❜❡❡♥
r❡❝♦♠♠❡♥❞❡❞ ❜② ❉♦♥ ❇♦s❝♦ ❤✐♠s❡❧❢✳ ◆♦r ❝❛♥ ♦♥❡ ✉♥❞❡rst❛♥❞ t❤❛t ♥♦t ❛ s✐♥❣❧❡ r❡❢❡r❡♥❝❡
t♦ t❤❡ t❡①t ✇❛s ♠❛❞❡ ✐♥ t❤❡ ❤♦✉s❡ r❡♣♦rts ❛t ❱❛❧❞♦❝❝♦✳ ❚❤✐s ✐s ❛❧❧ t❤❡ ♠♦r❡ ✐♥❝♦♠♣r❡✲
❤❡♥s✐❜❧❡ ✐❢ ②♦✉ ❦♥♦✇ ❋r ▲❛③③❡r♦ ✏✇❛s ♥♦t s♦♠❡❜♦❞②✑✱ ❛s ✇❡ ❤❡❛r❞ ❤✐♠ s❛② ❛❜♦✉t ❤✐♠s❡❧❢
❜❡❢♦r❡✱ ✏✇❤♦ ✇♦✉❧❞ ❡✈❡r ❞✐s❛♣♣r♦✈❡ ♦❢ ❛♥② ✐♥str✉❝t✐♦♥ ❜② ❛ s✉♣❡r✐♦r✑✱ ♦r✱ ❢♦r t❤❛t ♠❛tt❡r
✲ ♦♥❡ ♠❛② ❛❞❞ ✲ ✇♦✉❧❞ ✐❣♥♦r❡ ✐♥str✉❝t✐♦♥s✳ ❖♥ t❤❡ ♦t❤❡r ❤❛♥❞ ✐t ✇♦✉❧❞ ❤❛✈❡ ❜❡❡♥ q✉✐t❡
str❛♥❣❡ ✐❢ ❋r❛♥❝❡s✐❛ ❤❛❞ ♥♦t s✉❜♠✐tt❡❞ ❤✐s ❡ss❛② t♦ ♦♥❡ ♦r ♠♦r❡ ❙❛❧❡s✐❛♥s s✐♥❝❡ ❤❡ ✐♥✲
t❡♥❞❡❞ t♦ ❣❡t ✐t ♣r✐♥t❡❞ ❛♥❞ ♣✉❜❧✐s❤❡❞✱ ❜✉t ♠♦st ♣r♦❜❛❜❧② ❤✐s ♣r♦♣♦s❛❧ ❤❛❞ ❜❡❡♥ t✉r♥❡❞
❞♦✇♥✳ ■t s❡❡♠s t♦ ♠❡ ✇♦rt❤ ❜❡✐♥❣ ❢✉rt❤❡r ❡①❛♠✐♥❡❞✳
❆❢t❡r t❤❡ st❛rt ♦❢ t❤❡ ❝✐✈✐❧ ②❡❛r ✶✽✽✸ t❤❡ ❱❛❧❞♦❝❝♦ ♠❡❡t✐♥❣ r❡♣♦rts s❤♦✇ t❤r❡❡ ❜❧❛♥❦s✳
❚❤❡ ✜rst ♦♥❡ ❧❛st❡❞ ❢♦r ♦♥❡ ♠♦♥t❤✱ ❢r♦♠ ❋❡❜r✉❛r② ✼ t♦ ▼❛r❝❤ ✼✳ ❚❤❡ s❡❝♦♥❞ ♦♥❡ ❧❛st❡❞
❢r♦♠ ▼❛r❝❤ ✾ t♦ ❆♣r✐❧ ✶✾ ❛♥❞ t❤❡ t❤✐r❞ ♦♥❡✱ ❜② ❢❛r t❤❡ ❧♦♥❣❡st ♦♥❡✱ ❢r♦♠ ❆♣r✐❧ ✷✵ t♦
❖❝t♦❜❡r ✷✵✳ ❚❤❡ ♠❡❡t✐♥❣s t❤❛t ❞✐❞ t❛❦❡ ♣❧❛❝❡ ❛♥❞ ✇❡r❡ ♠✐♥✉t❡❞✱ ❝♦♥t❛✐♥❡❞ ✈❡r② ✈❛❧✉❛❜❧❡
✐♥❢♦r♠❛t✐♦♥ t❤♦✉❣❤✳
❖♥ ▼❛r❝❤ ✼✱ ❛❜♦✉t t✇♦ ♠♦♥t❤s ❛❢t❡r t❤❡ s♦✲❝❛❧❧❡❞ ✐♥str✉❝t✐♦♥ t♦ ❞✐str✐❜✉t❡ t❤❡ ❞♦❝✲
✉♠❡♥t✱ ✇❤✐❧❡ ❉♦♥ ❇♦s❝♦ ✇❛s st✐❧❧ tr❛✈❡❧❧✐♥❣ ❛❜♦✉t✱ ✐t ✇❛s ❞❡❝✐❞❡❞ ✏t♦ ❣✐✈❡ ❛❧❧ ❛ s♠❛❧❧
❜♦♦❦❧❡t✿ ❆✈✈❡rt✐♠❡♥t✐ ♣❡r ❣❧✐ ❡❞✉❝❛t♦r✐ ❡❝❝❧❡s✐❛st✐❝✐ ❞❡❧❧❛ ❣✐♦✈❡♥tù ❜② ❆❧❡ss❛♥❞r♦ ▼✳
❚❡♣♣❛✱ ❇❛r♥❛❜✐t❡✳✑ ✻✺ ❚❤❡ ♥❡①t ❞❛②✱ ▼❛r❝❤ ✽✱ ✏❛❧❧ ❝❧❡r✐❝s ❛♥❞ ♣r✐❡sts✱ ✇❤♦ ✐♥ ♦♥❡ ✇❛② ♦r
❛♥♦t❤❡r ✇❡r❡ r❡s♣♦♥s✐❜❧❡ ❢♦r t❤❡ ❣♦♦❞ ❞❛✐❧② ♣r♦❝❡❡❞✐♥❣s ✐♥ t❤❡ ❤♦✉s❡✱ ✇❡r❡ ♣r❡s❡♥t✳✑
❋✐rst ✏♦♥❡ ✇❛s ❜r✐❡✢② r❡♠✐♥❞❡❞ ♦❢ t❤❡ ♣♦✐♥ts ♠❡♥t✐♦♥❡❞ ♦♥ ◆♦✈❡♠❜❡r ✶✻ ❬t❤❡ s♦✲
❝❛❧❧❡❞ ❣❡♥❡r❛❧ ♠❡❡t✐♥❣❪✳✑ ■t ❛❧❧ ❜♦✐❧❡❞ ❞♦✇♥ t♦ ❛ r❡♣❡t✐t✐♦♥ ♦❢ t❤❡ q✉❡st✐♦♥✿ ✏❲❤♦ ❛r❡ t❤❡
❛ss✐st❛♥ts❄✑ ❛♥❞ ✐ts ♠❛tt❡r✲♦❢✲❢❛❝t ❛♥s✇❡r✿ ✏❚❤❛t✬s ❛❧❧ ♦❢ ✉s✳✑ ❙✉❜s❡q✉❡♥t❧② t❤❡ ♥❡❡❞ ✇❛s
❡♠♣❤❛s✐③❡❞ ❢♦r ❛♥ ✐♥t❡♥s❡ ❝♦✲♦♣❡r❛t✐♦♥ ✉♥❞❡r t❤❡ ❧❡❛❞❡rs❤✐♣ ♦❢ t❤❡ r❡❝t♦r✳ ❚❤♦s❡ ♣♦✐♥ts
❛r❡ t♦♦ ✐♠♣♦rt❛♥t t♦ ❜❡ ❞✐sr❡❣❛r❞❡❞ ✐♥ s✐❧❡♥❝❡✳
✻✸P❘❊▲▲❊❩❖✱ ❏✳▼✳✱ ✏❉❡✐ ❝❛st✐❣❤✐✑ ✭✶✽✽✸✮✿ ♣✉♥t✉❛❧✐③③❛③✐♦♥✐ s✉❧❧✬❛✉t♦r❡ ❡ s✉❧❧❡ ❢♦♥t✐ r❡❞❛③✐♦♥❛❧✐ ❞❡❧❧♦
s❝r✐tt♦✱ ❘❙❙ ✭✺✷✮✱ ❥❣✳ ❳❳❱■■✱ ♥r✳ ✷✱ ✷✵✵✽✱ ♣♣✳ ✷✽✾✲✷✾✶✱ ✷✾✼✳ ❈❢✳ ▼❇ ❳❱■✱ ♣✳ ✶✺✴✈♦❡t♥♦♦t ✭✶✮❀ ❊▼❇◆
❳❱■✱ ♣✳ ✹✴✈♦❡t♥♦♦t ✼ ❛♥❞ ♣♣✳ ✸✻✽✲✸✼✻✳ ❏✳❇✳ ❋r❛♥❝❡s✐❛ ✇❛s ❛t t❤❛t t✐♠❡ ❞✐r❡❝t♦r ♦❢ t❤❡ ❱❛❧s❛❧✐❝❡
❝♦❧❧❡❣❡✱ ✇❤✐❝❤ ✇❛s s✐t✉❛t❡❞ ♥♦t s♦ ❢❛r ❢r♦♠ ❱❛❧❞♦❝❝♦✳
✻✹❊ ■❱✱ ♣✳ ✷✵✶✳ ❏✳▼✳ Pr❡❧❧❡③♦ s❤♦✇s ✐♥ ❤✐s ❡ss❛② ✏❉❡✐ ❝❛st✐❣❤✐✑ ✭✶✽✽✸✮ ✳ ✳ ✳ ✱ ♣✳ ✷✾✵ ✏t❤❛t t❤❡ r❡❝♦♥str✉❝t✐♦♥
❜② ❊✳ ❈❡r✐❛ ✐s ♣r♦❜❧❡♠❛t✐❝✳✑
✻✺P❘❊▲▲❊❩❖✱ ❏✳▼✳✱ ❱❛❧❞♦❝❝♦✳ ✳ ✳ ✱ ♣✳ ✷✺✼✴✻✻✸✲✻✻✺✳
✸✵

4 Pages 31-40

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4.1 Page 31

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◆❡①t ✏t❤❡ ♠❡❡t✐♥❣ ✇❛s ❛❜♦✉t ♣✉♥✐s❤♠❡♥ts✳✑ ❚❤❡ ❝♦♥t✐♥✉❛t✐♦♥ ♦❢ t❤❡ r❡♣♦rt ❝❧❡❛r❧②
s❤♦✇s ❤♦✇ t❤✐s ✐t❡♠ ♦♥ t❤❡ ❛❣❡♥❞❛ ✇❛s tr❡❛t❡❞✿ ✏❆❢t❡r t❤❡ r❡❛❞✐♥❣ ♦❢ ❇❛r♥❛❜✐t❡ ❋❛t❤❡r
❘❡❣✉❧❛t✐♦♥s ❚❡♣♣❛✬s ❝❤❛♣t❡r ♦♥ ♣✉♥✐s❤♠❡♥ts ❛♥❞ ❉♦♥ ❇♦s❝♦✬s ✇♦r❞s ✐♥ t❤❡
✱ ✇❡ ❝♦♥✲
❝❧✉❞❡❞ ✇✐t❤ ✐♥t❡♥s❡❧② ❡①❝❤❛♥❣❡❞ ✐♥❝❡♥t✐✈❡s t♦ ♣r❡❢❡r t❤♦s❡ ♠❡♥✱ ✐❝♦♥s ✇✐t❤ ❡①♣❡r✐❡♥❝❡
✐♥ ②♦✉t❤ ❡❞✉❝❛t✐♦♥✳✑ ✻✻ ❚❤❡ ❧❛st ❧✐♥❡s ❝❛♥ ♦♥❧② ❜❡ ✐♥t❡r♣r❡t❡❞ ❛s ❛ r❡❛❝t✐♦♥ t♦ ❝♦♥s✉❧t✐♥❣
Pr❛❝t✐❝❡ ♦❢ ❈❤r✐st✐❛♥ ❊❞✉❝❛t✐♦♥ ❆✳ ▼♦♥❢❛t✬s ❜♦♦❦
✱ ❛t ❧❡❛st ❝♦♥❝❡r♥✐♥❣ t❤❡ ♣r♦❜❧❡♠ ♦❢
t❤❡ ♣✉♥✐s❤♠❡♥ts✳ ❖♥❡ ❝❛♥ ❛❧s♦ ❝♦♥s✐❞❡r t❤❡♠ ❛s ❞✐r❡❝t❡❞ ❛❣❛✐♥st t❤❡ r❡❝❡♥t❧② ✇r✐tt❡♥
▲❡tt❡r ♦♥ ♣✉♥✐s❤♠❡♥ts ✇♦r❦ ♦❢ ❋r❛♥❝❡s✐❛
✱ ✇❤✐❝❤ ✐♥ ❜♦t❤ str✉❝t✉r❡ ❛♥❞ ❝♦♥t❡♥t ❞r❛✇s
❝♦♠♣❧❡t❡❧② ♦r t♦ ❛ ❣r❡❛t ❡①t❡♥t ♦♥ t❤❡ ❜♦♦❦ ❜② ▼♦♥❢❛t✱ s✉♣♣♦s✐♥❣ s♦♠❡ s✉♣❡r✐♦rs ✇❡r❡
✐♥❢♦r♠❡❞ ❛❜♦✉t ❋r❛♥❝❡s✐❛✬s ❡✛♦rt✳✻✼
❚♦ ❞❡✜♥❡ ❤♦✇ t❡❛❝❤❡rs ❛♥❞ ❡❞✉❝❛t♦rs s❤♦✉❧❞ ❜❡❤❛✈❡ ✇❤❡♥ ♣✉♥✐s❤♠❡♥ts ❤❛❞ t♦ ❜❡
✐♠♣♦s❡❞✱ t❤❡ ❙❛❧❡s✐❛♥s ✐♥ t❤❡ ❱❛❧❞♦❝❝♦ ❖r❛t♦r② ♥❡❡❞❡❞ ♥❡✐t❤❡r ▼♦♥❢❛t✬s ✇♦r❦ ♥♦r ❛
❞♦❝✉♠❡♥t ❞❡♣❡♥❞✐♥❣ s♦ ❝♦♥s♣✐❝✉♦✉s❧② ♦♥ ❤✐♠✳ ❚❤❡r❡ ✇❛s ♥♦ ♥❡❡❞ t♦ ♣r✐♥t ♦r ❞✐str✐❜✉t❡ ✐t✳
❲✐t❤ ❛♥ ♦✈❡r✇❤❡❧♠✐♥❣ ♠❛❥♦r✐t②✱ ❛❧♠♦st ✇✐t❤ ❛ st❛♥❞✐♥❣ ♦✈❛t✐♦♥✱ t❤❡② ❝❤♦s❡ t❤❡ ❝❤❛♣t❡r
❢r♦♠ ❆✈✈❡rt✐♠❡♥t✐ ❜② ❚❡♣♣❛ ❛♥❞ t❤❡ ❧❛st ❝❤❛♣t❡r ❢r♦♠ ❉♦♥ ❇♦s❝♦✬s ▲✐tt❧❡ ❚r❡❛t✐s❡ ♦♥ t❤❡
Pr❡✈❡♥t✐✈❡ ❙②st❡♠ ❛s ❛ ❣✉✐❞❡❧✐♥❡ ✐♥ t❤✐s ♣❡❞❛❣♦❣✐❝❛❧❧② ❞❡❧✐❝❛t❡ ♠❛tt❡r✳ ❚❤❛t ❧❛st ❝❤❛♣t❡r
t❤❡♥ ♣r♦❜❛❜❧② ♦♥❧② ❡①✐st❡❞ ✐♥ ✐ts ✜rst✱ ♥♦t ❡①t❡♥❞❡❞ ✈❡rs✐♦♥✳ ❯s✐♥❣ t❤❡ ✈❡r❜ ❵t♦ ♣r❡❢❡r✬✱
t❤❡② ❛❝t✉❛❧❧② r❡❥❡❝t❡❞ t❤❡ ♥❡✇ ❞♦❝✉♠❡♥t✳
❍♦✇❡✈❡r✱ ❜❡❢♦r❡ ❛❣r❡❡✐♥❣ t❤❡② ♠✉st ❤❛✈❡ ❞✐s❝✉ss❡❞ ✐♥ q✉✐t❡ ❛ ❧✐✈❡❧② ✇❛② t❤❛t ✽ ▼❛r❝❤✳
❚❤❡ ❞✐s❝✉ss✐♦♥ t♦♦❦ s♦ ♠✉❝❤ t✐♠❡ t❤❛t ❛ ♥✉♠❜❡r ♦❢ ✐t❡♠s ♦♥ t❤❡ ❛❣❡♥❞❛ ❝♦✉❧❞ ♥♦t ❜❡
✻✻P❘❊▲▲❊❩❖✱ ❏✳▼✳✱ ❱❛❧❞♦❝❝♦✳ ✳ ✳ ✱ ♣✳ ✷✺✼✴✻✼✼✲✻✽✵✳ ❈❢✳ ❛❧s♦ ❇■❊❙▼❆◆❙✱ ❘✳✱ ❘❡❞❡❧✐❥❦❤❡✐❞ ✐♥ ❞❡ ♦♠❣❛♥❣
♠❡t ❥♦♥❣❡r❡♥ ✭✶✽✼✻✲✶✽✽✹✮✱ ❉♦♥ ❇♦s❝♦ ❙t✉❞✐❡s✱ ♥r✳ ✶✹✱ ♣✳ ✶✵✾✳ ■❢ ✐t ✐s t❛❦❡♥ ❞♦✇♥ t❤❛t t❤❡s❡
✐♥str✉❝t✐♦♥s ❛r❡ ✏✐♥ ♦✉r ❘❡❣✉❧❛t✐♦♥s✑✱ t❤❡♥ ●✳ ▲❛③③❡r♦ ♠✉st ♥♦r♠❛❧❧② ❤❛✈❡ ❣♦t t❤❡ ✶✽✼✼ ❡❞✐t✐♦♥
✐♥ ♠✐♥❞✳ ■♥ t❤❛t ❡❞✐t✐♦♥ t❤❡ s❤♦rt tr❡❛t✐s❡ ♦♥ t❤❡ ♣r❡✈❡♥t✐✈❡ s②st❡♠ ♣r❡❝❡❞❡s t❤❡ ❛rt✐❝❧❡s ♦❢ t❤❡
❘❡❣✉❧❛t✐♦♥s ❢♦r t❤❡ ❤♦✉s❡s✳ ❚❤❡ t✐t❧❡ ❢♦r ❛❧❧ ♦❢ ✐t ✐s✿ ✏❘❡❣♦❧❛♠❡♥t♦ ♣❡r ❧❡ ❝❛s❡ ❞❡❧❧❛ s♦❝✐❡tà ❞✐ ❙✳
❋r❛♥❝❡s❝♦ ❞✐ ❙❛❧❡s✱✑ ❖❊ ❳❳■❳✱ ❬✾✼✲✶✾✻❪✳ ■♥ t❤❡ r❡♣♦rts ♦❢ ▼✳ ❘✉❛ ✐♥ t❤❡ ♣❡r✐♦❞ ✶✽✻✻✲✶✽✼✼ t❤❡ t♦♣✐❝
✏♣✉♥✐s❤♠❡♥ts✑ ❤❛❞ ❜❡❡♥ s❡✈❡r❛❧ t✐♠❡s ♦♥ t❤❡ ❛❣❡♥❞❛✳ ❈❢✳ P❘❊▲▲❊❩❖✱ ❏✳▼✳✱ ❱❛❧❞♦❝❝♦✳✳✳✱ ♣♣✳✶✹✻✱
✶✹✼✱ ✶✹✽✱ ✶✺✹✱ ✶✻✷✳
❆❧s♦ t❤❡ ❝♦❧❧❡❝t❡❞ ❧❡ss♦♥ ♣r❡♣❛r❛t✐♦♥s ♦❢ ●✳ ❇❛r❜❡r✐s ❢r♦♠ ✶✽✾✼ ❝♦♥t❛✐♥ ❤✐♥ts ✇❤✐❝❤ ♣r♦✈❡ t❤❛t t❤❡
♣✐❡❝❡ ♦❢ ✇r✐t✐♥❣ ♦♥ ♣✉♥✐s❤♠❡♥ts ✇❛s ♥♦t t❤❛t s✉❝❝❡ss❢✉❧✳ ■♥ ❤✐s ✏❆♣♣✉♥t✐✑ ❤❡ ❞❡❞✐❝❛t❡❞ ❛ ❝❤❛♣t❡r t♦
✏❘❡♣r❡ss✐✈❡ ❛❝t✐♦♥ ❛♥❞ ♣✉♥✐s❤♠❡♥ts✳✑ ❍❡ ❞✐❞ ❝♦♣② ♠❛♥② ♣❛r❛❣r❛♣❤s t❤♦✉❣❤ ❢r♦♠ ✏▲❛ Pr❛t✐❝❛✑ ♦❢ ❆✳
▼♦♥❢❛t✱ ❜✉t t❤❡ q✉♦t❛t✐♦♥s ❛r❡ ♦❢t❡♥ ❞✐✛❡r❡♥t ❢r♦♠ t❤❡ ✶✽✽✸ ❞♦❝✉♠❡♥t✳ ▼♦r❡♦✈❡r✱ ❤❡ ❛❧♠♦st ❧✐t❡r❛❧❧②
✐♥s❡rt❡❞ s♦♠❡ s❡♥t❡♥❝❡s ❢r♦♠ ❉♦♥ ❇♦s❝♦✬s ✇r✐t✐♥❣s✳ ❆ ✜rst ❝♦✉rs❡ ♦❢ t❤♦✉❣❤t ❢r♦♠ t❤❡ ❧✐tt❧❡ tr❡❛t✐s❡
♦♥ t❤❡ ✏Pr❡✈❡♥t✐✈❡ s②st❡♠✳ ✳ ✳ ✑ ❛♥❞ ❛ s❡❝♦♥❞ ♦♥❡ ❢r♦♠ t❤❡ t❡♥ ✏●❡♥❡r❛❧ ❆rt✐❝❧❡s✑✳ ✭❇❆❘❇❊❘■❙✱ ●✳✱
❆♣♣✉♥t✐ ❞✐ P❡❞❛❣♦❣✐❛ ❙❛❝r❛✱ ❡s♣♦st✐ ❛❣❧✐ ❛s❝r✐tt✐ ❞❡❧❧❛ P✐❛ s♦❝✐❡tà ❞✐ ❙✳ ❋r❛♥❝❡s❝♦ ❞✐ ❙❛❧❡s✱ ▲✐t❤♦❣r❛✜❛
❙❛❧❡s✐❛♥❛✱ ✶✽✾✼♣♣✳ ✸✹✽ ❡♥ ✸✺✻✮✳ ❙tr❛♥❣❡❧② ❡♥♦✉❣❤ ❤❡ ♦♠✐tt❡❞ t❤❡ ❛❞❥❡❝t✐✈❡ ✏ ♥♦♥ ❛♠♦r❡✈♦❧❡ ✑ ✐♥ ❉♦♥
❇♦s❝♦✬s ♣❤r❛s❡ ✏ ✉♥♦ s❣✉❛r❞♦ ♥♦♥ ❛♠♦r❡✈♦❧❡ ✑ ✭❛ ♥♦♥✕❢r✐❡♥❞❧②✱ ♥♦♥ ❝❤❛r♠✐♥❣ ❧♦♦❦✮ ♦r s✉❜st✐t✉t❡❞ ✐t ❜②
✭❛ s❡✈❡r❡ ❧♦♦❦✮✳ ❆s ❛♥ ❡①♣❧❛♥❛t✐♦♥ ♦❢ ❤✐s ♣r♦❝❡❞✉r❡ ❤❡ ✇r♦t❡ ❜② ✇❛② ♦❢ ✐♥tr♦❞✉❝t✐♦♥✿ ✏❆s ❛♥ ❛❞❞✐t✐♦♥
❛♥❞ ❡①♣❧❛♥❛t✐♦♥ ♦❢ ❉♦♥ ❇♦s❝♦✬s ✈❡r② ✇✐s❡ q✉♦t❡s ♦♥ ♣✉♥✐s❤♠❡♥ts ✇✐t❤✐♥ t❤❡ ♣r❡✈❡♥t✐✈❡ s②st❡♠✱ t❤❡
❢♦❧❧♦✇✐♥❣ ✐s ✉s❡❢✉❧✳✳✳✑ ✭■❜✐❞✳✱ ♣✳ ✸✹✼✮✳ ❆t t❤❡ s❛♠❡ t✐♠❡ ✐t ✇❛s ❛ ✇❛② ♦❢ ♠❛❦✐♥❣ ✐t ❝❧❡❛r t❤❛t t❤❡ ❢❡✇
❛rt✐❝❧❡s ✐♥ ❉♦♥ ❇♦s❝♦✬s tr❡❛t✐s❡ ♦❢ ✶✽✼✼ ❞✐❞ ♥♦t s✉✣❝❡ ❢♦r ❡✈❡r② ❞❛② ❡❞✉❝❛t✐♦♥❛❧ ♣r❛❝t✐❝❡✳ ■t ✐s ❛s
❝❧❡❛r ❛s ❞❛②❧✐❣❤t✱ ❢♦r ●✳ ❇❛r❜❡r✐s t❤❡ ❛❞❞✐t✐♦♥ ✇❛s ✐♥ t❤♦s❡ ②❡❛rs ♥♦t ♥❡❝❡ss❛r② ✐♥ t❤❡ ✇❛② ♦❢ t❤❡ ✶✽✽✸
❞♦❝✉♠❡♥t✳ ■♥ ❛♥② ❝❛s❡ ❤❡ ❞✐❞ ♥♦t r❡❢❡r t♦ ✐t✳
✻✼❈❢✳ ♦♥ t❤❛t ❞❡♣❡♥❞❡♥❝❡✿ ❖✈❡r ❞❡ ❣r❡♥s✳ ✳ ✳ ✱ ♣♣✳ ✷✺✲✷✼❀ ✺✺✱ ✽✶✳ ❍✐s ❡ss❛② ♦♥ ♣✉♥✐s❤♠❡♥ts✱ ♠✉st ❤❛✈❡
❜❡❡♥ ❛ ❞❡❡♣ ❞✐s❛♣♣♦✐♥t♠❡♥t ❢♦r ●✳❇✳ ❋r❛♥❝❡s✐❛✳ ■t ♠✉st ❤❛✈❡ ❜❡❡♥ ♦♥❡ ♦❢ t❤❡ ❜❧♦✇s t❤❛t tr✐❣❣❡r❡❞
❤✐s ✉s❡ ♦❢ ✇♦r❞s s✉❝❤ ❛s ✏ s♦✛❡r❡♥③❡ ✑ ✭t❤✐♥❣s t❤❛t ❝❛✉s❡ s✉✛❡r✐♥❣✮✱ ✏❝♦♥t❡♠♣t✑ ❛♥❞ ✏❞✐str✉st✑ ✐♥ ❤✐s
✏❆❧❝✉♥❡ ♠❡♠♦r✐❡✑ ❢♦r t❤❡ ♣❡r✐♦❞ ✶✽✽✷✲✶✽✽✺✳ ✭P❘❊▲▲❊❩❖✱ ❏✳▼✳✱ ✏❉❡✐ ❝❛st✐❣❤✐✑ ✭✶✽✽✸✮✳ ✳ ✳ ✱ ♣✳ ✷✾✸
❛♥❞ ♣✳ ✷✾✺✮✳
✸✶

4.2 Page 32

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tr❡❛t❡❞✳ ❚❤❛t ✐s ✇❤② t❤❡② ❞❡❝✐❞❡❞ t♦ ❤❛✈❡ ❛♥♦t❤❡r ♠❡❡t✐♥❣ t❤❡ ♥❡①t ❞❛②✱ ✾ ▼❛r❝❤✳ ❚❤❡
❝♦♥t❡♥t ♦❢ t❤❡ ❜r✐❡❢ r❡♣♦rt ♦❢ t❤❛t ♥❡✇ ♠❡❡t✐♥❣ ✐s s♦ ✐♠♣♦rt❛♥t t❤❛t ✐t s❡❡♠s ❥✉st✐✜❛❜❧❡ t♦
♠❡ t♦ q✉♦t❡ t❤❡ ❝♦♠♣❧❡t❡ t❡①t✳ ✏❚♦ ✜♥❞ ♦✉t ✇❤② t❤❡ ②♦✉♥❣st❡rs ❢❡❛r ✉s ♠♦r❡ t❤❛♥ ❧♦✈❡
✉s✳ ❚❤❛t ✐s ❛❣❛✐♥st ♦✉r s♣✐r✐t ♦r ❛t ❧❡❛st ❛❣❛✐♥st t❤❡ s♣✐r✐t ♦❢ ❉♦♥ ❇♦s❝♦ ❡t❝✳ ❲❡ ❞✐s❝✉ss❡❞
t❤✐s ✐♠♣♦rt❛♥t t♦♣✐❝ ❢♦r ❛❜♦✉t t✇♦ ❤♦✉rs ✇✐t❤♦✉t ❞✐s❝♦✈❡r✐♥❣ t❤❡ r❡❛❧ ❝❛✉s❡ ❤♦✇❡✈❡r✳ ■t
t❤❡♥ ❞❛✇♥❡❞ ♦♥ ✉s ✇❡ ♣♦ss❡ss❡❞ ❛ ❜♦♦❦❧❡t t❤❛t ❝♦✉❧❞ s❡r✈❡ ❛s ❛ ❣✉✐❞❡❧✐♥❡❀ ❛♥❞ ✇❡ ❞❡❝✐❞❡❞
❆✈✈❡rt✐♠❡♥t✐ t♦ ♣r♦✈✐❞❡ ❡✈❡r②♦♥❡ ✇✐t❤ t❤❡
❜② ❆❧❡ss❛♥❞r♦ ▼✳ ❚❡♣♣❛✱ ❇❛r♥❛❜✐t❡✳✑ ✻✽
■t ✐s ❛❝t✉❛❧❧② ✐♥❝♦♠♣r❡❤❡♥s✐❜❧❡ t❤❡② s❤♦✉❧❞ ❤❛✈❡ ✇❛st❡❞ ❧♦♥❣ ❤♦✉rs✱ ✉s❡❧❡ss❧② ❡①❝❤❛♥❣✲
❖♥ P✉♥✐s❤♠❡♥ts ✐♥❣ t❤♦✉❣❤ts s✉❝❤ ❛ s❤♦rt t✐♠❡ ❛❢t❡r t❤❡② ♠✐❣❤t ❤❛✈❡ r❡❝❡✐✈❡❞ ❛ ❝✐r❝✉❧❛r
✭❏❛♥✉❛r② ✶✽✽✸✮✳ ❚❤❡r❡ ✐t s❛②s ✈❡r② ❢r❛♥❦❧②✿ ✏❚❤❡② ❬t❡❛❝❤❡rs ❛♥❞ ❛ss✐st❛♥ts❪ ❞♦ ♥♦t ❛s ❛
r✉❧❡ ❞❡❛❧ ✇✐t❤ t❤❡ ❜♦②s ❛s t❤❡② s❤♦✉❧❞✳ ❊✐t❤❡r t❤❡② ✐♠♣♦s❡ ♥♦t❤✐♥❣ ❜✉t ♣❤②s✐❝❛❧ ♣✉♥✐s❤✲
♠❡♥ts ♥♦t ❛❝❤✐❡✈✐♥❣ ❛♥②t❤✐♥❣ t❤❛t ✇❛② ♦r t❤❡② ❧❡t t❤❡ s✐t✉❛t✐♦♥ ❣❡t ♦✉t ♦❢ ❤❛♥❞✱ ♦r t❤❡②
❞❡❛❧ ♦✉t ♣✉♥✐s❤♠❡♥ts ✇❤❡t❤❡r t❤❡② ❛r❡ ♠❡r✐t❡❞ ♦r ♥♦t✳✑ ■♠♠❡❞✐❛t❡❧② ❛❢t❡r✇❛r❞s ❛❧❧ t❤✐s
♣✉t t♦❣❡t❤❡r ✐s ❝❛❧❧❡❞ t❤❡ r♦♦t ❝❛✉s❡ ♦❢ t❤❡ ❵♠❛❧❛✐s❡✬✿ ✏❚❤❛t ✐s t❤❡ ✇❤② ✇❡ ♦❢t❡♥ s❡❡ ❡✈✐❧
s♣r❡❛❞✐♥❣ ❛♥❞ ❜r❡❡❞✐♥❣ ❞✐s❝♦♥t❡♥t ❡✈❡♥ ❛♠♦♥❣ t❤❡ ❜❡tt❡r st✉❞❡♥ts✱ ✇❤✐❧❡ t❤❡ ♦♥❡ ✇❤♦
s❤♦✉❧❞ ❜❡ ❝♦rr❡❝t✐♥❣ t❤❡ s✐t✉❛t✐♦♥ ❤❛s ❜❡❝♦♠❡ ♣♦✇❡r❧❡ss t♦ ❞♦ ❛♥② ❣♦♦❞✳✑ ❲❡ ♠✐❣❤t ♥♦t
❜❡ ✇r♦♥❣ ✐♥ s✉♣♣♦s✐♥❣ t❤❛t t❤❡ ❝♦♥❢r❡r❡s ✇♦✉❧❞ ❤❛✈❡ ❤❛❞ ❛ ❤❛r❞ t✐♠❡ s✇❛❧❧♦✇✐♥❣ ❛♥❞
❞✐❣❡st✐♥❣ t❤❡ t❡①t ❛s ✐t q✉❡st✐♦♥❡❞ t❤❡✐r ♣❡❞❛❣♦❣✐❝❛❧ ❜❡❤❛✈✐♦✉r ✐♥ ❣❡♥❡r❛❧✱ ❡✈❡♥ t♦ t❤❡
♣♦✐♥t ♦❢ ❛❝❝✉s✐♥❣ t❤❡ ❙❛❧❡s✐❛♥s✳ ❚❤✐s ✐s ♦♥❧② s❧✐❣❤t❧② s♦❢t❡♥❡❞ ❛ ❧✐tt❧❡ ❜✐t ❢✉rt❤❡r ✐♥ t❤❡
❞♦❝✉♠❡♥t✿ ✏❚❤✐s ❧❡❛❞s ♠❡ t♦ s❛② ✇✐t❤ s♦♠❡ ♣❛✐♥ t❤❛t ✇❡ ♦✉rs❡❧✈❡s ❤❛✈❡ ❛❧✇❛②s ❤❛❞ ♦✉r
s❤❛r❡ ♦❢ r❡s♣♦♥s✐❜✐❧✐t② ❢♦r t❤❡ ❧❛❝❦ ♦❢ ♣r♦♠♣t ♦❜❡❞✐❡♥❝❡ ✇✐t❤ t❤❡ ❜♦②s✳✑ ✻✾ ✏❖✉r s❤❛r❡✑✱ ✐t
s❛②s✱ ❛ s♦rt ♦❢ ♠✐❧❞❡r ✇❛② ♦❢ ♣✉tt✐♥❣ ✐t✱ ✇❤✐❝❤ ❝♦✉❧❞ ❜❡ ✉♥❞❡rst♦♦❞✱ ❤♦✇❡✈❡r✱ ❛s ❛ r❡✐♥✲
❢♦r❝❡♠❡♥t ❜❡❝❛✉s❡ t❤❡ ♣❤r❛s✐♥❣ ❛❧s♦ ❝♦♥t❛✐♥❡❞ t❤❡ ✇♦r❞ ❵❛❧✇❛②s✬✳ ❆❧❧ ✐♥ ❛❧❧ ✇❡ ❝❛♥ ❛r❣✉❡
t❤❛t t❤❡ t❡①t ♦♥ ♣✉♥✐s❤♠❡♥ts s❤♦✉❧❞ ❤❛✈❡ st❛t❡❞ t❤❡ ♦❜✈✐♦✉s ❢♦r t❤❡♠✳ ❚❤❡✐r ❞❡♥②✐♥❣
✐t ❝❛♥ ♦♥❧② ♠❡❛♥ t❤❡② ❡✐t❤❡r ❞✐❞ ♥♦t ❦♥♦✇ ✐t ❜❡❢♦r❡ ♦r ❞✐❞ ♥♦t ❧✐❦❡ ✐t✳ ❚❤❡✐r ❞✐s❧✐❦❡ ✇❛s
r♦♦t❡❞ ✐♥ t❤❡ ❞✐s❛❣r❡❡♠❡♥t ✇✐t❤ t❤❡ ❞✐❛❣♥♦s✐s ❛♥❞ t❤❡ ❛❝❝✉s❛t✐♦♥ ✏✇❡ ❤❛✈❡ ❛❧✇❛②s ❜❡❡♥
♣❛rt❧② t♦ ❜❡ ❜❧❛♠❡❞✳✑
❆❧s♦ t❤❡ ♣❤r❛s❡ ✏❢❡❛r ✉s ♠♦r❡ t❤❛♥ ❧♦✈❡✑ ❛t t❤❡ st❛rt ♦❢ t❤❡ ❜r✐❡❢ r❡♣♦rt ♠❛② ❤❛✈❡
▲❡tt❡r ♦♥ P✉♥✐s❤♠❡♥ts ❜❡❡♥ ✐♥s♣✐r❡❞ ❜② t❤❡ r❡❣✉❧❛t✐♥❣
✳ ❚❤❛t ✐s ✇❤❡r❡ ✇❡ r❡❛❞ ✏▲❡t ✉s
❡♥❞❡❛✈♦✉r t♦ ♠❛❦❡ ♦✉rs❡❧✈❡s ❧♦✈❡❞ r❛t❤❡r t❤❛♥ ❢❡❛r❡❞✳✑ ✼✵ ❚♦ ❢❡❛r ♦r ❞r❡❛❞ ✐♥ t❤❡ s❡♥s❡ ♦❢
✏t♦ ❛♣♣r♦❛❝❤ ✇✐t❤ ❛ ❦✐♥❞ ♦❢ ❛✇❡ t❤❛t ❝r❡❛t❡s ❞✐st❛♥❝❡ ♦r ♥♦t ❧✐❦✐♥❣ t♦ s❡❡❦ ❛♥② ❝♦♥t❛❝t✳✑
■t ✐s ❤♦✇❡✈❡r ♥♦t s♦ s✉r❡ t❤❛t t❤❡② ✇❡r❡ ✐♥s♣✐r❡❞ ❜② t❤❛t ♣❤r❛s❡ ✐♥ t❤❡ ❞♦❝✉♠❡♥t ❞✉r✐♥❣
t❤❡ ♠❡❡t✐♥❣✳ ❚❤❡② ❤❛❞ ❜❡❡♥ ❢❛♠✐❧✐❛r ✇✐t❤ t❤❡ ♠♦tt♦ ❢♦r q✉✐t❡ ❛ t✐♠❡✳ ■t s❤♦✇❡❞ ✉♣ t✇✐❝❡
❘❡❣✉❧❛t✐♦♥s ❢♦r t❤❡ ❍♦✉s❡ ✐♥ t❤❡ ❡❞✐t✐♦♥ ♦❢ t❤❡
s✱ ❛ ✜rst t✐♠❡ ✐♥ t❤❡ ❧❛st ✈❡r② ❜r✐❡❢ ❝❤❛♣t❡r
♦❢ ❉♦♥ ❇♦s❝♦✬s ▲✐tt❧❡ ❚r❡❛t✐s❡ ♦♥ t❤❡ Pr❡✈❡♥t✐✈❡ ❙②st❡♠❆ ❲♦r❞ ♦♥ P✉♥✐s❤♠❡♥ts ✭✶✽✼✼✮✱
✐♥ t❤❡ ❢♦❧❧♦✇✐♥❣ ✇❛②✿ ✏❆♥ ❡❞✉❝❛t♦r s❤♦✉❧❞ s❡❡❦ t♦ ✇✐♥ t❤❡ ❧♦✈❡ ♦❢ ❤✐s ♣✉♣✐❧s ✐❢ ❤❡ ✇✐s❤❡s
t♦ ✐♥s♣✐r❡ ❢❡❛r ✐♥ t❤❡♠✳✑ ❚❤✐s ♠❡❛♥s ❡✈❡r② t❡❛❝❤❡r s❤♦✉❧❞ t❛❦❡ t♦ ❤❡❛rt t❤❛t t❤❡ ❜♦②s
s❤♦✉❧❞ ❧✐❦❡ ❤✐♠ ✐❢ ❤❡ ✇❛♥ts t❤❡♠ t♦ r❡s♣❡❝t ❤✐♠✱ ✐❢ ❤❡ ✇❛♥ts t❤❡♠ t♦ r❡❣❛r❞ ❤✐♠ ❤✐❣❤❧②✱
✻✽P❘❊▲▲❊❩❖✱ ❏✳▼✳✱ ❱❛❧❞♦❝❝♦✳✳✳✱ ♣✳ ✷✺✽✴✻✽✺✲✻✾✵✳ ❚♦ ❞❡t❡❝t t❤❡ ❝❛✉s❡s ♦❢ ✏✇❡❛❦❡♥✐♥❣ ❞✐s❝✐♣❧✐♥❡✑✱ ❉♦♥
❇♦s❝♦ ❤❛❞ ❛❧r❡❛❞② ❜❡❢♦r❡ ❢♦✉♥❞❡❞ ❛ ❝♦♠♠✐ss✐♦♥ ✐♥ t❤❡ s❡✈❡♥t✐❡s✳ ✭❆▼❆❉❊■✱ ❆✳✱ ■❧ s❡r✈♦ ❞✐ ❉✐♦
▼✐❝❤❡❧❡ ❘✉❛ s✉❝❝❡ss♦r❡ ❞❡❧ ❜❡❛t♦ ❉✳ ❇♦s❝♦✱ ✈♦❧✳ ■✱ ❚✉r✐♥✱ ✶✾✸✶✱ ♣✳ ✷✾✶ ❛♥❞ ♣✳ ✷✼✽✮✳
✻✾❇❘❆■❉❖✱ P✳✱ ❉♦♥ ❇♦s❝♦ ❡❞✉❝❛t♦r❡✳✳✳✱ ♣♣✳ ✸✷✽✴✻✺✲✼✶✱ ✸✷✾✴✽✾✲✾✶❀ ❊▼❇ ❳❱■✱ ♣♣✳ ✸✻✾✲✸✼✵✳ ❈❢✳ ●✳❇✳
▲❡♠♦②♥❡✬s t❡①t ✈✐❛ t❤❡ ❙✉ss✐❞✐♦ ♦r ❆✉①✐❧✐❛r② ❜♦♦❦❧❡t ♣✳ ✶✹ ❛♥❞ ♣✳ ✷✵✳
✼✵❇❘❆■❉❖✱ P✳✱ ❉♦♥ ❇♦s❝♦ ❡❞✉❝❛t♦r❡✳ ✳ ✳ ✱ ♣✳ ✸✷✾✴✾✼✳ ❈❢✳ ❊▼❇ ❳❱■✱ ♣✳ ✸✼✵✳
✸✷

4.3 Page 33

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✐❢ ❤❡ ✇❛♥ts t❤❡♠ t♦ ❤❛✈❡ ❛✇❡ ❢♦r ❤✐♠ ♦r ❛❧❧♦✇ ❤✐♠ t♦ ❤❛✈❡ ❛✉t❤♦r✐t② ❛♥❞ ❛t t❤❡ s❛♠❡
t✐♠❡ ♥♦t t♦ ❛✈♦✐❞ ❤✐♠✳ ❍❛r❞❧② t✇♦ ♣❛❣❡s ❢✉rt❤❡r ✇❡ r❡❛❞ ✐♥ t❤❡ s❛♠❡ ✈♦❧✉♠❡ ✇❤❡r❡ ✐s
r❡♣❡❛t❡❞ ✐♥ t❤❡ s❡❝♦♥❞ ♦❢ t❤❡ t❡♥ ●❡♥❡r❛❧ ❆rt✐❝❧❡s t❤❛t ✏t❤❡ ❡❞✉❝❛t♦r s❤♦✉❧❞ tr② t♦ ❜❡
❧♦✈❡❞ ❜② t❤❡ ♣✉♣✐❧s ✐❢ ❤❡ ✇❛♥ts t♦ ❜❡ ❢❡❛r❡❞✳✑
❚❤✐s ❛rt✐❝❧❡ ❝♦♥t❛✐♥s ❛ ❢✉rt❤❡r ❝❧❛r✐✜❝❛t✐♦♥ ♦❢ t❤❡ ♣r✐♥❝✐♣❧❡✿ ✏❍❡ ❬t❤❡ ❡❞✉❝❛t♦r❪ ✇✐❧❧
❛❝❤✐❡✈❡ t❤❛t ❣r❡❛t ❣♦❛❧ ✐❢ ❤❡ ❛❧❧♦✇s t❤❡ ❜♦②s t♦ ❡①♣❡r✐❡♥❝❡ ✐♥ ❤✐s ✇♦r❞s ❛♥❞ ❡✈❡♥ ♠♦r❡ s♦
✐♥ ❤✐s ❞❡❡❞s ❤❡ ✐s ❡①❝❧✉s✐✈❡❧② ❝♦♥❝❡r♥❡❞ ❛❜♦✉t t❤❡✐r s♣✐r✐t✉❛❧ ❛♥❞ t❡♠♣♦r❛r② ❛❞✈❛♥t❛❣❡s✳✼✶
❆♥❞ ✇❡r❡ ❵❖✉r ❘✉❧❡s✬ ♥♦t ❡①♣❧✐❝✐t❧② r❡❢❡rr❡❞ t♦ ✐♥ t❤❡ ♠❡❡t✐♥❣ ♦❢ ▼❛r❝❤ ✽❄ ❇② t❤❡ ✇❛②✱
■ s❤♦✉❧❞ ❧✐❦❡ t♦ str❡ss ✐♥ t❤✐s ❝♦♥t❡①t t❤❛t t❤❡ ❡✛❡❝t ✏♦❢ ❜❡✐♥❣ ❧✐❦❡❞ ♦r ❧♦✈❡❞✑ ❡①❝❧✉s✐✈❡❧②
❞❡♣❡♥❞s ❤❡r❡ ♦♥ t❤❡ ❛❝t✐✈❡✱ ❝♦♠♠✐tt❡❞ ❈❤r✐st✐❛♥ ❧♦✈❡ ♦r ❈❤❛r✐t②✳
❋r ▲❛③③❡r♦ ❤✐♠s❡❧❢ ♠♦st ♣r♦❜❛❜❧② ❦♥❡✇ t❤❡ ♠♦tt♦ ❡✈❡♥ ❜❡tt❡r✳ ■t ✇❛s t❛✉❣❤t t♦ t❤❡
r❡❝t♦rs ✐♥ t❤❡ ✜rst ♣❛r❛❣r❛♣❤ ♦❢ t❤❡ ❈♦♥✜❞❡♥t✐❛❧ ❘❡♠✐♥❞❡rs ❢♦r t❤❡ ❘❡❝t♦r ♦❢ t❤❡ ❍♦✉s❡✳ ✳ ✳
✇❤✐❝❤ ❤❛❞ ❦♥♦✇♥ s❡✈❡r❛❧ ❡❞✐t✐♦♥s s✐♥❝❡ ❉♦♥ ❇♦s❝♦ ❣❛✈❡ t❤❡♠ t♦ ❋r ❘✉❛ ✐♥ ✶✽✻✸✳ ❖♥❡ ♦❢
t❤❡ ❡❞✐t✐♦♥s ❝❛♠❡ ♦✉t ✐♥ ✶✽✼✻✳ ❚❤✐s ❝♦♥✜❞❡♥t✐❛❧ ♣✐❡❝❡ ♦❢ ✇r✐t✐♥❣ ❛❧✇❛②s ❦❡♣t t❤❡ s❛♠❡
r❡❝♦♠♠❡♥❞❛t✐♦♥✱ ❛❧❜❡✐t ✐♥ s❧✐❣❤t❧② ✈❛r②✐♥❣ ✇♦r❞s✿ ✏❚r② t♦ ♠❛❦❡ ②♦✉rs❡❧❢ ❧♦✈❡❞ s♦♦♥❡r
t❤❛♥ ❢❡❛r❡❞✳✑ ✼✷ ❚❤❛t ♠❡❛♥s✿ s♦♦♥❡r t❤❛♥ ❛❝q✉✐r❡ ❛ s♦rt ♦❢ ❛✉t❤♦r✐t② ❝r❡❛t✐♥❣ ❛ ❞✐st❛♥❝❡✳
❚❤❡ ♥❡①t s❡♥t❡♥❝❡ ♦❢ t❤❡ ♥♦t❡ ✐♥ t❤❡ ✐♠♣♦rt❛♥t r❡♣♦rt ♦❢ ▼❛r❝❤ ✾ r✉♥s ❛s ❢♦❧❧♦✇s✿
✏❚❤❛t ✐s ❛❣❛✐♥st ♦✉r s♣✐r✐t ♦r ❛t ❧❡❛st ❛❣❛✐♥st ❉♦♥ ❇♦s❝♦✬s s♣✐r✐t✳✑ ❚❤❡ ♥♦t❡ ✐s ♥♦t ❞❡✈♦✐❞
♦❢ ❛♥② ✐r♦♥② ♦r s❛r❝❛s♠✳ ❲♦✉❧❞ ✐t ♥♦t ❤❛✈❡ ♠❡❛♥t t❤❡♥ t❤❛t t❤✐s tr✉❡ s♣✐r✐t ♦❢ ❉♦♥ ❇♦s❝♦
❝♦✉❧❞ ♥♦ ❧♦♥❣❡r ❜❡ ❢♦✉♥❞ ♦r ❛t ❧❡❛st ♦♥❧② ♣❛rt❧② ✇✐t❤ t❤❡♠❄ ❆❧t❤♦✉❣❤ t❤❡ r❡❛s♦♥ ❢♦r
t❤❡ ♠❛❧❛✐s❡ ♠❛② ❤❛✈❡ ❜❡❡♥ ♣r❡❝✐s❡❧② t❤❡ ❧♦ss ♦❢ ❧♦②❛❧t② t♦ ❉♦♥ ❇♦s❝♦✬s s♣✐r✐t ❛♥❞ ❛s ❛
❝♦♥s❡q✉❡♥❝❡ t❤❡ ❙❛❧❡s✐❛♥s t❤❡♠s❡❧✈❡s ♠❛② ❤❛✈❡ ❜❡❡♥ t❤❡ ✭❝♦✲✮❝❛✉s❡✱ ✐t ❛♣♣❛r❡♥t❧② ❞✐❞ ♥♦t
❞❛✇♥ ♦♥ t❤❡♠✳ ❚❤❡② ❝❡rt❛✐♥❧② ❞✐❞ ♥♦t ♠❛♥❛❣❡ t♦ ✉♥r❛✈❡❧ t❤❡ ❦♥♦t✳ ❋♦rt✉♥❛t❡❧② s♦♠❡♦♥❡
❤❛♣♣❡♥❡❞ t♦ ❤❛✈❡ t❤❡ ❣r❡❛t ✐❞❡❛ ♦❢ r❡♠✐♥❞✐♥❣ ♣❡♦♣❧❡ ♦❢ ❚❡♣♣❛✬s ♠❛♥✉❛❧ t❤❛t ✇♦✉❧❞ ♣r♦✈❡
t♦ ❜❡ ❛ ❣♦♦❞ ❣✉✐❞❡❜♦♦❦✱ ❛♥❞ ❝♦♥❢r♦♥t❛t✐♦♥ ✇✐t❤ t❤❡ ✇r✐tt❡♥ ✇♦r❦s ♦❢ t❤✐s ❛✉t❤♦r ✇♦✉❧❞
❧❡❛❞ t♦ ❛ s❛t✐s❢❛❝t♦r② ❛♥❞ ❧✐❜❡r❛t✐♥❣ ✐♥s✐❣❤t✳ P❡r❤❛♣s t❤✐s s✉❣❣❡st✐♦♥ ✇❛s ❛ s✉❜t❧❡ ✉r❣❡
t♦ ✇♦r❦ ♦✉t ❛ ❞❡❝✐s✐♦♥ t❤❛t ❤❛❞ ❜❡❡♥ t❛❦❡♥ ❛ ❝♦✉♣❧❡ ♦❢ ❞❛②s ❜❡❢♦r❡✳✼✸ ■t ✇♦✉❧❞ st✐❧❧ t❛❦❡
♦♥❡ ❛♥❞ ❛ ❤❛❧❢ ♠♦♥t❤ ❜❡❢♦r❡ t❤✐s ❵❣✉✐❞❡❜♦♦❦✬ ✇♦✉❧❞ ❜❡ ❤❛♥❞❡❞ t♦ ❜♦t❤ ❡❞✉❝❛t♦rs ❛♥❞
t❡❛❝❤❡rs ♦❢ t❤❡ ♣✉♣✐❧s ❛♥❞ t♦ t❤❡ st❛✛ ♦❢ t❤❡ ❛rt✐s❛♥s ♦♥ ✶✾ ❛♥❞ ✷✵ ❆♣r✐❧✳ ❖♥ t❤✐s ♦❝❝❛s✐♦♥
t❤❡② ❞✐❞ ♥♦t ♦♠✐t ❡①♣❧❛✐♥✐♥❣ ❛❧r❡❛❞② ❵❛♥❛❧♦❣♦✉s t❤♦✉❣❤ts✳✬✼✹ ❚❤❡ ♣❤r❛s✐♥❣ ❵❛♥❛❧♦❣♦✉s✬
♣r♦❜❛❜❧② ♠❡❛♥t ❵s✐♠✐❧❛r✬✱ ✐✳❡✳ ✇❤✐❝❤ ❝♦✉❧❞ ❜❡ ❢♦✉♥❞ ✐♥ ✐♥str✉❝t✐♦♥s ❛♥❞ ❣✉✐❞❡❧✐♥❡s ♦❢ ❉♦♥
❇♦s❝♦✳
❆❢t❡r t❤✐s ✐♥t❡♥s✐✈❡ ❡①❝❤❛♥❣❡ ♦❢ t❤♦✉❣❤ts ♦♥❡ ✇♦♥❞❡rs ✇❤② ♥♦ ♠♦r❡ r❡♣♦rts ❝❛♥ ❜❡
❢♦✉♥❞ ✉♣ t♦ t❤❡ ♥❡✇ s❝❤♦♦❧ ②❡❛r ♦❢ ✶✽✽✸✲✶✽✽✹✳ ❉✐❞ t❤❡② ✐♥t❡♥❞ t♦ ❛❧❧♦✇ ❡❛❝❤ ♦t❤❡r ♣❧❡♥t②
♦❢ t✐♠❡ t♦ ❣♦ t❤r♦✉❣❤ ❆✳▼✳ ❚❡♣♣❛✬s ✻✾✲♣❛❣❡ ❞♦❝✉♠❡♥t❄ ❍❛❞ t❤❡② ❜❡❡♥ ❛❜❧❡ t♦ ✜♥❞ ♦✉t
t❤❡ ❝❛✉s❡✭s✮❄ ❍❛❞ t❤❡② ❜❡❡♥ ❛❜❧❡ t♦ s❡t ✉♣ ❛ str❛t❡❣②❄
✼✶❖❊ ❳❳■❳ ❬✶✵✽❪ ❡♥ ❬✶✶✶❪✳ ❇❘❆■❉❖✱ P✳✱ ❉♦♥ ❇♦s❝♦ ❡❞✉❝❛t♦r❡✳ ✳ ✳ ✱ ♣♣✳ ✷✼✵✴✶✾✵✲✶✾✶ ❛♥❞ ✷✽✾✴✷✳ ❈♦♥st✐✲
t✉t✐♦♥s✳ ✳ ✳ ✱ ♣✳ ✷✺✷✳
✼✷❇❘❆■❉❖✱ P✳✱ ❉♦♥ ❇♦s❝♦ ❡❞✉❝❛t♦r❡✳ ✳ ✳ ✱ ♣✳ ✶✺✾✴✶✺✳ ❇■❊❙▼❆◆❙✱ ❘✳✱ ❋❛tt✐ ❛♠❛r❡✳ ✳ ✳ ✱ ♣♣✳ ✶✽✲✶✾✳
▼❖❚❚❖✱ ❋r✳✱ ■ ✏❘✐❝♦r❞✐ ❝♦♥✜❞❡♥③✐❛❧✐ ❛✐ ❞✐r❡tt♦r✐✑ ❞✐ ❉♦♥ ❇♦s❝♦✱ ❘❙❙✱ ■■■✱ ♥r✳ ✶ ✭✹✮✱ ✶✾✽✹✱ ♣✳ ✶✺✶✳
❈❢✳ ❛❧s♦ ❋❞❇ ✶✳✸✻✷ ❊ ✺✳ ❈❢✳ ❊▼❇ ❳✱ ♣✳ ✹✹✼✳
✼✸❈❢✳ ❢♦♦t♥♦t❡ ✻✻✳
✼✹P❘❊▲▲❊❩❖✱ ❏✳▼✳✱ ❱❛❧❞♦❝❝♦✳ ✳ ✳ ✱ ♣✳ ✷✺✽✴✻✾✷✲✻✾✺✳
✸✸

4.4 Page 34

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✶✳✹ ❘❡❝♦♠♠❡♥❞❛t✐♦♥s ♦❢ t❤❡ ❚❤✐r❞ ●❡♥❡r❛❧ ❈❤❛♣t❡r ✐♥
❙❡♣t❡♠❜❡r ✶✽✽✸ ❛♥❞ ❢♦❧❧♦✇✲✉♣ ✐♥ t❤❡ ❖r❛t♦r② ♦❢
❱❛❧❞♦❝❝♦
❚❤❡ ●❡♥❡r❛❧ ❈❤❛♣t❡r ♦❢ ✶✽✽✸
❚❤❡r❡ ✐s ♥♦ ✇❛② ♦❢ ❣❡tt✐♥❣ ❛♥② ❛♥s✇❡r t♦ t❤❡ ❛❜♦✈❡ ♠❡♥t✐♦♥❡❞ q✉❡st✐♦♥s✳ ❋r ▲❛③③❡r♦ ❦❡♣t
s✐❧❡♥t ❢r♦♠ ✷✵ ❆♣r✐❧ ✉♥t✐❧ ✷✵ ❖❝t♦❜❡r✳ ■t ❞♦❡s ♥♦t ♠❡❛♥ t❤❡② ❞✐❞ ♥♦t ❝♦♥t✐♥✉❡ ❡①❝❤❛♥❣✐♥❣
t❤♦✉❣❤ts✱ ✇❤✐❝❤ ✐s ♣r♦✈❡♥ ❜② ❉♦♠❡♥✐❝♦ ❈❛♥❡♣❛✬s r❡♣❧② t♦ ❋r ❇♦♥❡tt✐✱ ✇❤♦ ❤❛❞ t♦ ♦r❣❛♥✐③❡
❛♥ ❡♥q✉✐r② ♦♥ t❤❡ s✉❜❥❡❝t✳ ❖♥ ❏✉♥❡ ✽ ✶✽✽✹ ❈❛♥❡♣❛ st❛rt❡❞ ❤✐s ✜rst ❝♦♥tr✐❜✉t✐♦♥ t❤✐s
✇❛②✿ ✏✶✳ ▲❛st ②❡❛r ✐t ✇❛s s✉❣❣❡st❡❞ t♦ ❡①❛♠✐♥❡ ✇❤✐❝❤ ❝♦✉❧❞ ❜❡ t❤❡ r❡❛s♦♥ ✇❤② t❤❡ ❤✐❣❤❡r
❝❧❛ss❡s ❞✐❞ ♥♦t s❤♦✇ ♠✉❝❤ tr✉st ♥♦r ❤❛✈❡ ❜❡❡♥ s❤♦✇✐♥❣ ✐t s✐♥❝❡ t❤❡♥✳ ■ r❡♣❡❛t ♥♦✇ t❤❡
❛♥s✇❡r ■ ❣❛✈❡ ②♦✉ t❤❡♥✳✑ ✼✺ ❖♥ t❤❡ ♦t❤❡r ❤❛♥❞ t❤❡ ❛tt❡♥t✐♦♥ ♦❢ t❤❡ ❝♦♥❢r❡r❡s ♦r ❛t ❧❡❛st
♦❢ t❤❡ ❤♦✉s❡ ❝♦✉♥❝✐❧ ♠❡♠❜❡rs ♠❛② ❤❛✈❡ ❜❡❡♥ ♠❛✐♥❧② ❞✐r❡❝t❡❞ t♦ t❤❡ ♣r❡♣❛r❛t✐♦♥ ♦❢ t❤❡
❚❤✐r❞ ●❡♥❡r❛❧ ❈❤❛♣t❡r✳ ❚❤❡② ❤❛❞ ❜❡❡♥ s✉♠♠♦♥❡❞ ❜② ❉♦♥ ❇♦s❝♦ ❤✐♠s❡❧❢ t♦ ✏❞✇❡❧❧ ♦♥
t♦♣✐❝s t❤❡② ❝♦♥s✐❞❡r❡❞ ♠♦st ♥❡❝❡ss❛r② t♦ ❜r✐♥❣ ♦♥t♦ t❤❡ ❛❣❡♥❞❛✳✑ ■♥ ♦r❞❡r t♦ st✐♠✉❧❛t❡
❛♥❞ ❣✉✐❞❡ t❤❡ ♣r❡♣❛r❛t✐♦♥✱ ❤❡ s❡♥t t❤❡♠ ✏♦✉t❧✐♥❡s ♦❢ t❤❡♠❡s t❤❛t ✇♦✉❧❞ ❜❡ ❞✐s❝✉ss❡❞✳✑
❚❤❡✐r r❡❛❝t✐♦♥s ❤❛❞ t♦ ❜❡ ✏s❡♥t t♦ ❚✉r✐♥ ❛t t❤❡ ❧❛t❡st ✐♥ t❤❡ ♠♦♥t❤ ♦❢ ❆✉❣✉st✳✑ ✼✻ ■t ✐s
♥♦t ❝❧❡❛r ✇❤❡t❤❡r t❤❡② ♣✉t ♠✉❝❤ ❡✛♦rt ✐♥t♦ t❤❡ ♣r❡♣❛r❛t✐♦♥✳ ❚❤❡ ❈❤❛♣t❡r t♦♦❦ ♣❧❛❝❡
✐♥ t❤❡ ❱❛❧s❛❧✐❝❡ ❈♦❧❧❡❣❡ ❢r♦♠ ❙❡♣t❡♠❜❡r ✶ ✉♥t✐❧ t❤❡ ❡✈❡♥✐♥❣ ♦❢ ❙❡♣t❡♠❜❡r ✼✳ ■ ♠❡♥t✐♦♥
t✇♦ ♦❢ t❤❡ ❡✐❣❤t s✉❜♠✐tt❡❞ t❤❡♠❡s✱ t❤❡ ✜❢t❤ ♦♥❡✿ ✏●✉✐❞❡❧✐♥❡s ❢♦r t❤❡ ✇♦r❦❡rs ✐♥ ❙❛❧❡s✐❛♥
❤♦✉s❡s ❛♥❞ ✇❛②s t♦ ❢♦st❡r ✈♦❝❛t✐♦♥s ❛♠♦♥❣ t❤❡ ❛rt✐s❛♥s✑ ❛♥❞ t❤❡ ❡✐❣❤t❤✿ ✏❘❡✈✐s✐♥❣ ❛♥❞
❘❡❣✉❧❛t✐♦♥s ❢♦r t❤❡ ❍♦✉s❡s ♠♦❞✐❢②✐♥❣ t❤❡
✳✑ ✼✼ ❚❤❡ ❞✐s❝✉ss✐♦♥ ♦❢ ❜♦t❤ t♦♣✐❝s ♠❛② s❤❡❞
❧✐❣❤t ♦♥ t❤❡ t❛❝❦❧✐♥❣ ♦❢ ♣❛st♦r❛❧ ❛♥❞ ♣❡❞❛❣♦❣✐❝❛❧ ✐ss✉❡s✳
❆ ❢❡✇ ✐♠♣♦rt❛♥t r❡❝♦♠♠❡♥❞❛t✐♦♥s ❢r♦♠ t❤❡ ❧❛st s❡ss✐♦♥
❚❛❦✐♥❣ ✐♥t♦ ❛❝❝♦✉♥t t❤❡ r❡❝♦♠♠❡♥❞❛t✐♦♥s ❢♦r♠✉❧❛t❡❞ ❛t t❤❡ ❡♥❞ ♦❢ t❤❡ ❈❤❛♣t❡r✱ ✐t s❡❡♠s
✉s❡❢✉❧ t♦ s❡❧❡❝t t❤r❡❡ ♦❢ t❤❡♠ ✇❤✐❝❤ ❧♦♦❦ q✉✐t❡ ♣r♦♠✐s✐♥❣ ✐♥ t❤❡ ❝♦♥t❡①t ♦❢ t❤✐s st✉❞②✳
✶✳ ■t ✐s ♥❡❝❡ss❛r② ❢♦r ✉s t♦ ♠❛❦❡ ❛♥ ❡✛♦rt t♦ ❞✐s❝❡r♥ ❛♥❞ t♦ ❛❞❛♣t ♦✉rs❡❧✈❡s t♦ ♦✉r
t✐♠❡s❀ t❤❛t ✐s✱ ✇❡ ♠✉st r❡s♣❡❝t ♣❡♦♣❧❡ ❛♥❞ ❝♦♥s❡q✉❡♥t❧② ✇❤❡r❡ ✇❡ ❝❛♥ s♣❡❛❦ ✇❡❧❧ ❛❜♦✉t
t❤❡ ❛✉t❤♦r✐t✐❡s ❛♥❞ ✇❤❡r❡ ✇❡ ❝❛♥✬t✱ ❜❡ s✐❧❡♥t✳✳✳
✷✳ ❯♣ t♦ ♥♦✇ ✇❡ ❤❛✈❡ ❜❡❡♥ ❛❜❧❡ t♦ ❦❡❡♣ ♦✉r ❤❡❛❞s ❤✐❣❤ ✐♥ r❡❣❛r❞ t♦ ♠♦r❛❧✐t②✳ ◆♦✇ ✇❡
❤❛✈❡ ❜❡❡♥ s♦♠❡✇❤❛t ❝♦♠♣r♦♠✐s❡❞ ❜② ♦♥❡ ♦r ♦t❤❡r ✐♠♣r✉❞❡♥t ♣❡rs♦♥✳ ❖✉r ❣♦♦❞ ♥❛♠❡ ✐s
❜❡✐♥❣ r❡✲❡st❛❜❧✐s❤❡❞✱ ❜✉t t❤❡ r❡❝t♦rs✱ ✇❤♦ ❛r❡ r❡s♣♦♥s✐❜❧❡ ✐♥ t❤❡ ❡②❡s ♦❢ t❤❡ ♣✉❜❧✐❝✱ ♠✉st
❡①❡rt ❛❧❧ t❤❡✐r ❡✛♦rts t♦ ❤❛✈❡ ♠♦r❛❧✐t② ♣r❡s❡r✈❡❞✳
♦♣♣♦rt✉♥❡ ❡ ✺✳ ❈♦♥❝❡r♥✐♥❣ ♣✉♥✐s❤♠❡♥ts✱ ✏✇❤❡t❤❡r ✐t ✐s ❝♦♥✈❡♥✐❡♥t ♦r ✐♥❝♦♥✈❡♥✐❡♥t✑
✐♠♣♦rt✉♥❡✱ ✷ ❚✐♠✳ ✹✿✷✐♥s✐sts t❤❛t t❤❡ ♣r❡✈❡♥t✐✈❡ s②st❡♠ ❜❡ ♣r❛❝t✐s❡❞✳ ■t ❤❛♣♣❡♥s t❤❛t
s♦♠❡ str✐❦❡ t❤❡ ❜♦②s ♦r ♠❛❦❡ t❤❡♠ st❛♥❞ ✉♣ ❛t ♠❡❛❧s ❢♦r ❛♥ ❡♥t✐r❡ ✇❡❡❦✳ ▲❡t ✐t ❜❡
r❡♠❡♠❜❡r❡❞ t❤❛t ❛ t❡❛❝❤❡r ♠❛② s❝♦❧❞ ♦r r❡♣r✐♠❛♥❞✱ ❜✉t ❤❡ ✐s ♥❡✈❡r t♦ ✐♥✢✐❝t ♣❤②s✐❝❛❧
♣✉♥✐s❤♠❡♥t✳ ❍❡ ✐s t♦ r❡❢❡r t❤❡ ♠❛tt❡r t♦ t❤❡ r❡❝t♦r✱ ✇❤♦ ✇✐❧❧ ❛♣♣❧② t❤❡ ♣r❡✈❡♥t✐✈❡ s②st❡♠✳
✼✺
■❜✐❞✳✱ ♣✳ ✷✾✷✴✺✲✼✳
✼✻
❈✐r❝✉❧❛r ❧❡tt❡r ♦❢ ❉♦♥ ❇♦s❝♦ ✐♥ ❊ ■❱✱ ♣♣✳ ✷✷✶✲✷✷✷✳
✼✼
▼❇ ❳❱■✱ ♣✳ ✹✶✶❀ ❊▼❇ ❳❱■✱ ♣✳ ✸✷✻✳
✸✹

4.5 Page 35

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■t ♦❢t❡♥ ❤❛♣♣❡♥s t❤❛t t❤❡ ❜♦②s ❛r❡ ❧❡ss ❣✉✐❧t② t❤❛♥ ✇❛s t❤♦✉❣❤t✱ ❛s ❡①♣❡r✐❡♥❝❡ t❡❛❝❤❡s
✉s✳ ❆r❡ t❤❡r❡ s♦♠❡ ✇❤♦ ✇❛♥t t♦ ♣✉♥✐s❤❄ ❚❤❡ r❡❝t♦r ✇✐❧❧ ❛❞♠♦♥✐s❤✱ ❜✉t ♥❡✈❡r ✐♥ ♣✉❜❧✐❝✱
♥❡✈❡r ❜❡❢♦r❡ t❤❡ ❜♦②s✳ ❖♥❡✲t♦✲♦♥❡ ❞❡❛❧✐♥❣ ♠❛❦❡s ✐t ✈❡r② ❡❛s② t♦ ❣❡t t❤❡♠ t♦ ②✐❡❧❞ t♦
t❤❡ ✇✐❧❧ ♦❢ t❤❡✐r s✉♣❡r✐♦r ❛♥❞ t♦ t❤❡ ♣r❡✈❡♥t✐✈❡ s②st❡♠✳ ❙❡✈❡r❛❧ ❛r❡ t❤❡ ❛❞✈❛♥t❛❣❡s t♦ ❜❡
❞❡r✐✈❡❞✿ ✭❛✮ ❤❡ ✇✐❧❧ ✇✐♥ ♦✈❡r t❤❡ ❜♦②s✬ ❝♦♥✜❞❡♥❝❡❀ ✭❜✮ t❤❡ ♥✉♠❜❡r ♦❢ ✈♦❝❛t✐♦♥s ✇✐❧❧ ❣r♦✇❀
✭❝✮ ♦♥ ❧❡❛✈✐♥❣✱ t❤❡② ✇✐❧❧ ❜❡ ♦✉r ❢r✐❡♥❞s✱ ♦t❤❡r✇✐s❡ t❤❡② ✇✐❧❧ ❜❡ ♦✉r ❡♥❡♠✐❡s❀ ✭❞✮ t❤❡② ✇✐❧❧
♥❡✈❡r ❜❡❝♦♠❡ ✇♦rs❡❀ t❤❡② ✇✐❧❧ ❡✐t❤❡r ❜❡ ❡①❡♠♣❧❛r② ♦r ❛t ❧❡❛st ♥❡✈❡r ❣✐✈❡ ❜❛❞ ❡①❛♠♣❧❡✳✑
✼✽
❚❤❡ ♣❡❞❛❣♦❣✐❝❛❧❧② ❛♥❞ ♣❛st♦r❛❧❧② ✐♠♣♦rt❛♥t ✺t❤ r❡❝♦♠♠❡♥❞❛t✐♦♥✳
❚❤❡ ✜rst ❛♥❞ s❡❝♦♥❞ ❝♦♥❝❧✉s✐♦♥s ❞♦ ♥♦t s❤♦✇ ✉♣ ✐♥ t❤❡ ❝♦♥t❡①t ♦❢ t❤❡ ♠❡❡t✐♥❣s ✇❤✐❝❤
✇❡ ❤❛✈❡ ❡①♣❧♦r❡❞ ❢♦r t❤❛t ♣✉r♣♦s❡✳ ❚❤❡② ❛r❡ ✐♠♣♦rt❛♥t t❤♦✉❣❤ ❢♦r t❤❡ ❧♦♥❣ ❛♥❞ s❤♦rt
✈❡rs✐♦♥ ♦❢ ❵t❤❡ ❧❡tt❡r ❢r♦♠ ❘♦♠❡✬✳ ❍❡r❡ ❛❧❧ ❛tt❡♥t✐♦♥ s❤♦✉❧❞ ❜❡ ❞✐r❡❝t❡❞ ❢✉❧❧② t♦ t❤❡ ✜❢t❤
t♦♣✐❝✳ ❚❤❡ ✉♥r❡s♦❧✈❡❞ ♣❡❞❛❣♦❣✐❝❛❧ ❛♥❞ ♣❛st♦r❛❧ q✉❡st✐♦♥ ♦❢ ❵♣✉♥✐s❤♠❡♥ts✬ ♠✉st ❤❛✈❡
❜❡❡♥ ❛ ❤♦t t♦♣✐❝ ❛t t❤❡ ❈❤❛♣t❡r ❥✉❞❣✐♥❣ ❢r♦♠ t❤❡ ❝♦♥t❡♥t✱ ♥♦ ❞♦✉❜t ❜❡❝❛✉s❡ t❤❡ ♣r❛❝t✐❝❡
❞✐❞ ♥♦t s✉✐t t❤❡ t❤❡♦r②✳ P❡r❤❛♣s t❤❡ t♦♣✐❝ ✇❛s ❛❧s♦ ❛ ❤♦t ♣♦t❛t♦ ❛s ❛ ♣♦ss✐❜❧❡ ❝♦♥s❡q✉❡♥❝❡
♦❢ t❤❡ ❞♦❝✉♠❡♥t ❜❡✐♥❣ ♣r❡s❡♥t ✏❖♥ ■♠♣♦s✐♥❣ P✉♥✐s❤♠❡♥ts ✐♥ t❤❡ ❙❛❧❡s✐❛♥ ❍♦✉s❡s✳✑ ❚❤❡
❧❛tt❡r ✐♠♣r❡ss✐♦♥ ♥❡❡❞s ❢✉rt❤❡r ❡①❛♠✐♥❛t✐♦♥✳
■♥ ❛♥② ❝❛s❡ t❤❡ q✉♦t❡❞ t❡①t ❝❧❡❛r❧② s❤♦✇s t❤❛t t❤❡ ❈❤❛♣t❡r ♦♥❝❡ ♠♦r❡ ❤❛❞ ❤❡❛✈✐❧②
❡♠♣❤❛s✐③❡❞ t❤❡ s❛❢❡❣✉❛r❞✐♥❣ ❛♥❞ ♠❛✐♥t❡♥❛♥❝❡ ♦❢ t❤❡ ♣r❡✈❡♥t✐✈❡ s②st❡♠✳ ❚❤❡② ✐♥s✐st❡❞
♦♥ t❤❛t ♣♦✐♥t ❛t ❧❡❛st t❤r❡❡ t✐♠❡s ❡✈❡♥ ❛t t❤❡ ❜❡❣✐♥♥✐♥❣ ♦❢ t❤❡ q✉♦t❛t✐♦♥✳ ❚❤❡② ✉s❡❞ t❤❡
❝❧❡❛r ♣❤r❛s❡ ✏✇❤❡t❤❡r ❝♦♥✈❡♥✐❡♥t ♦r ✐♥❝♦♥✈❡♥✐❡♥t✑✳✼✾ ■♠♣♦s✐♥❣ ♣✉♥✐s❤♠❡♥ts s❡❡♠s t♦ ❜❡
t❤❡ ♠♦st ❞❛♥❣❡r♦✉s t❤r❡❛t ❢♦r t❤❡ ♣r❡✈❡♥t✐✈❡ s②st❡♠✳ ❖♥❡ ❝❛♥ ❤❡❛r t❤❡ s❛♠❡ ❡♠♣❤❛s✐s
❛ s❡❝♦♥❞ t✐♠❡ ✇❤❡r❡ t❤❡ r❡❝t♦r ✐s ❣✐✈❡♥ ❛ ❝❡♥tr❛❧ r♦❧❡✳ ❋✐♥❛❧❧② ♦♥❡ ❝❛♥ ✜♥❞ ✐t ✐♥ t❤❡
❡①♣❧❛♥❛t✐♦♥ ♦❢ t❤❡ ♣r✐♥❝✐♣❧❡ t❤❛t ❛ ❜♦② ✇❤♦ ❢❡❧❧ s❤♦rt ✐♥ ♦♥❡ ✇❛② ♦r ❛♥♦t❤❡r ❤❛s t♦ ❜❡
❛❞❞r❡ss❡❞ ♣❡rs♦♥❛❧❧② ♦r ❢❛❝❡ t♦ ❢❛❝❡✳
■♥ ♦♥❡ ♦❢ t❤❡ ✐♥tr♦❞✉❝t♦r② ♣❛r❛❣r❛♣❤s ♦❢ t❤❡ t❡①t ♦♥ ♣✉♥✐s❤♠❡♥ts ✭✶✽✽✸✮ ❛ s✐♠✐❧❛r
❡♠♣❤❛s✐s ✐s ♣❧❛❝❡❞✿ ✏■♥ ❣❡♥❡r❛❧✱ t❤❡ ❡❞✉❝❛t✐♦♥❛❧ ♠❡t❤♦❞ ✇❡ ♠✉st ❛♣♣❧② ✐s t❤❡ ♣r❡✈❡♥t✐✈❡
s②st❡♠✳✑ ■t ❝❧❡❛r❧② ✉s❡s t❤❡ ✇♦r❞ ❵♠✉st✬✳ ❚♦ s✉♣♣♦rt t❤✐s✱ ❋r❛♥❝❡s✐❛ ❧✐♥❦❡❞ t♦ t❤❡ ❘❡❣✉✲
❧❛t✐♦♥s ❢♦r t❤❡ ❍♦✉s❡s ♦❢ t❤❡ ❙t ❋r❛♥❝✐s ❞❡ ❙❛❧❡s ❙♦❝✐❡t② ✭✶✽✼✼✮ ❜② ♠❡❛♥s ♦❢ ❛ ❢♦♦t♥♦t❡
✐♥ t❤❡ ♣❛r❛❣r❛♣❤✳ ■♥ t❤♦s❡ r✉❧❡s ❉♦♥ ❇♦s❝♦ ❤❛❞ ❥✉st ❝♦♥❝✐s❡❧② ❡①♣❧❛✐♥❡❞ t❤❡ ❞✐✛❡r❡♥❝❡
❜❡t✇❡❡♥ r❡♣r❡ss✐✈❡ ❛♥❞ ♣r❡✈❡♥t✐✈❡✳✑ ❍♦✇❡✈❡r✱ ✐♥ t❤❡ ✐♥tr♦❞✉❝t✐♦♥ t♦ t❤❡ s♦✲❝❛❧❧❡❞ ❝✐r❝✉✲
❧❛r ❧❡tt❡r ♦♥ ♣✉♥✐s❤♠❡♥ts ✭✶✽✽✸✮ ❉♦♥ ❇♦s❝♦✬s ❞❡✜♥✐t✐♦♥ ♦❢ ✶✽✼✼ ❤❛❞ ❜❡❡♥ ❛❞❛♣t❡❞ ❛♥❞
❢♦❝✉s❡❞ ♦♥ tr❡❛t✐♥❣ t❤❡ s✉❜❥❡❝t ✐♥ t❤❡ ❢♦❧❧♦✇✐♥❣ ✇❛②✿ ✏❚❤❡ ♣r❡✈❡♥t✐✈❡ s②st❡♠ ❝♦♥s✐sts
♦❢ ❝♦♥✈✐♥❝✐♥❣ t❤❡ ♠✐♥❞s ♦❢ ♦✉r ♣✉♣✐❧s ✐♥ s✉❝❤ ❛ ✇❛② t❤❛t t❤❡② ②✐❡❧❞ t♦ ♦✉r ✇✐❧❧ ✇✐t❤
♥♦ ❡①t❡r♥❛❧ ❢♦r❝❡ ♦♥ ♦✉r ♣❛rt✳✑ ✽✵ ■t ✐s ♠❡❛♥✐♥❣❢✉❧ t❤❛t t❤❡ ♣❤r❛s❡ ❵②✐❡❧❞ t♦✬ ♣✐❡❣❛rs✐
✼✽❆❙❈ ✶✳✽✻✹ ❇ ✷✳ ❈❢✳ ▼❇ ❳❱■✱ ♣♣✳ ✹✶✻✲✹✶✽❀ ❊▼❇ ❳❱■✱ ♣♣✳ ✸✸✵✲✸✸✶✳ P❛rt❧② r❡✲tr❛♥s❧❛t❡❞✳ ❙❤♦rt✲
❡♥❡❞ ✈❡rs✐♦♥ ✐♥ ❈❊❘■❆✱ ❊✳✱ ❆♥♥❛❧✐ ❞❡❧❧❛ s♦❝✐❡tà ❙❛❧❡s✐❛♥❛ ■✱ ♣✳ ✹✼✷✳ ❈❢✳ ❛❧s♦ ❇■❊❙▼❆◆❙✱ ❘✳✱
❆ss✐st❡♥t✐❡✳ ✳ ✳ ✱ ♣✳ ✶✷✻ ❛♥❞ ❇❘❆■❉❖✱ P✳✱ ❉♦♥ ❇♦s❝♦ ♣r❡t❡✳ ✳ ✳ ■■✱ ♣✳ ✺✷✽✳
✼✾❉♦♥ ❇♦s❝♦ ❤❛❞ ♣r♦❜❛❜❧② ❛❝q✉✐r❡❞ t❤❡ ♣❤r❛s❡ ✏♦♣♣♦rt✉♥❡ ❡❞ ✐♠♣♦rt✉♥❡ ✑ ❜② r❡❛❞✐♥❣ t❤❡ s❡❝♦♥❞ ❧❡tt❡r
t♦ ❚✐♠♦t❤② ✭✷ ❚✐♠✳ ✹✱✷✮ ❞✉r✐♥❣ ❤✐s tr❛✐♥✐♥❣ ②❡❛rs✳ ❈❢✳ ❇■❊❙▼❆◆❙✱ ❘✳✱ ❆ss✐st❡♥t✐❡✳ ✳ ✳ ✱ ♣✳ ✶✹✸✳ ❈❢✳
▼❇ ❳■❱✱ ♣✳ ✺✶✸❀ ❊▼❇ ❳■❱✱ ♣✳ ✹✵✸ ✭✏✇❡❧❝♦♠❡ ♦r ✉♥✇❡❧❝♦♠❡ ❛t t❤❡ ♠♦♠❡♥t✑✮✳
✽✵❇❘❆■❉❖✱ P✳✱ ❉♦♥ ❇♦s❝♦ ❡❞✉❝❛t♦r❡✳ ✳ ✳ ✱ ♣✳ ✸✷✺✴✶✻✲✶✼✳ ❈❢✳ ▼❇ ❳❱■✱ ♣✳ ✹✸✾ ❛♥❞ ♣✳ ✹✶✼❀ ❊▼❇ ❳❱■✱ ♣✳
✸✻✽ ❛♥❞ ♣✳ ✸✸✶ ✭r❡✲tr❛♥s❧❛t❡❞✮✳ ❙❡❡ ❢✉rt❤❡r ❖❊ ❳❳■❳ ❬✾✼❪❀ ❬✾✾✲✶✵✵❪❀ ❈♦♥st✐t✉t✐♦♥s✳ ✳ ✳ ✱ ♣♣✳ ✷✹✻✲✷✹✼✳
✸✺

4.6 Page 36

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t✉r♥s ✉♣ ✐♥ t❤❛t ♣❛rt ♦❢ t❤❡ r❡♣♦rt ♦❢ t❤❡ ❚❤✐r❞ ●❡♥❡r❛❧ ❈❤❛♣t❡r ✐♥ ✇❤✐❝❤ t❤❡ ❢❛✈♦✉r❛❜❧❡
♣✐❡❣❤✐♥♦ ✐♠♣❛❝t ♦❢ ❛ ❢❛❝❡ t♦ ❢❛❝❡ t❛❧❦ ✐s ❞❡s❝r✐❜❡❞
✳ ■t ❝♦✉❧❞ ❜❡ ❛♥ ✐♥❞✐❝❛t✐♦♥ ♦❢ t❤❡
✶✽✽✸ ❞♦❝✉♠❡♥t ❜❡✐♥❣ r❡❛❞✐❧② ❛✈❛✐❧❛❜❧❡ ❛t t❤❛t t✐♠❡✱ ❝♦✉❧❞ ✐t ♥♦t❄
❚❤❡ ♣r✐♥❝✐♣❧❡s ♦❢ ❵♥❡✈❡r ✐♥ ♣✉❜❧✐❝✬ ❛♥❞ ❵♥❡✈❡r ❜❡❢♦r❡ t❤❡ ❜♦②s✬ ❬✜❢t❤ r❡❝♦♠♠❡♥❞❛t✐♦♥❪
❞♦ ✐♥❞❡❡❞ s❡❡♠ t♦ ❧✐♥❦ ✉♣ ✇✐t❤ t❤❡ t❡①t ♦❢ ✶✽✽✸✳ ❚❤❡ ♣❤r❛s❡ ❵♦♥❡✲♦♥✲♦♥❡✬ ✭■t❛❧✐❛♥ ❵
t✉ ♣❡r t✉ ✬✮✱ ✉s❡❞ ✐♥ t❤❡ ❚❤✐r❞ ●❡♥❡r❛❧ ❈❤❛♣t❡r✱ ♥❡✈❡r ❛♣♣❡❛rs ✐♥ ❋r❛♥❝❡s✐❛✬s ❡①t❡♥❞❡❞
✐♥ ❝❛♠❡r❛ ❝❤❛r✐t❛t✐s ❞♦❝✉♠❡♥t ♥♦r ❞♦❡s t❤❡ ▲❛t✐♥ ♣❤r❛s❡ ❵
✬ ♦❢ ❤✐s ❞♦❝✉♠❡♥t ❛♣♣❡❛r ✐♥
t❤❡ ❈❤❛♣t❡r✬s r❡♣♦rt✳ ❖♥ t❤❡ ♦t❤❡r ❤❛♥❞ t❤❡ ♣r♦❤✐❜✐t✐♦♥ ♦❢ ❵♥❡✈❡r ✐♥ ♣✉❜❧✐❝✬ ❛♥❞ t❤❡
t❤♦✉❣❤t ♦❢ ❵❜❡❢♦r❡ t❤❡ ❜♦②s✬ ❤❛❞ ❜❡❡♥ ✉s❡❞ ❛❧r❡❛❞② ✐♥ ♦t❤❡r ✐♠♣♦rt❛♥t ✇r✐tt❡♥ ❡✛♦rts ♦❢
❉♦♥ ❇♦s❝♦ ❦♥♦✇♥ ✇✐❞❡❧② ❜② t❤❡ ❙❛❧❡s✐❛♥s✳ ❖♥❡ ❝❛♥ ✜♥❞ t❤❡s❡ ♣❤r❛s❡s ✐♥ ❉♦♥ ❇♦s❝♦✬s
▲✐tt❧❡ tr❡❛t✐s❡ ♦♥ t❤❡ Pr❡✈❡♥t✐✈❡ ❙②st❡♠ ❛♥❞ ✐♥ t❤❡ ✭t❡♥✮ ●❡♥❡r❛❧ ❆rt✐❝❧❡s✽✶ ❚❤❡② s❡❡♠
t♦ ❤❛✈❡ ❜❡❡♥ ❝♦♠♠♦♥ ❦♥♦✇❧❡❞❣❡✳
❧❛ ❝♦rr❡③✐♦♥❡ ♣r✐✈❛t❛ P❡rs♦♥❛❧ r❡♣r♦❛❝❤ ♦r ♣r✐✈❛t❡ ♣✉♥✐s❤♠❡♥t ✭✏
✑✮ ✐s t❤❡ r❡❝t♦r✬s t❛s❦
❛❝❝♦r❞✐♥❣ t♦ ❋r ❋r❛♥❝❡s✐❛ ✭❏❛♥✉❛r② ✶✽✽✸✮✳ ❚❤❡ r❡❝t♦r ❛❧s♦ ❤❛s t♦ s❡❡ t♦ ✐t t❤❛t t❤❡
♣r❡✈❡♥t✐✈❡ s②st❡♠ ✐s ❛♣♣❧✐❡❞ ❛♥❞ s❛❢❡❣✉❛r❞❡❞ ❛s ✐s st❛t❡❞ ✐♥ t❤❡ r❡❝♦♠♠❡♥❞❛t✐♦♥ ♦❢ t❤❡
t❤✐r❞ ❈❤❛♣t❡r✳ ❨❡t t❤❡ ❡♠♣❤❛s✐s ♦♥ t❤❡ ❦❡② ❢✉♥❝t✐♦♥ ♦❢ t❤❡ r❡❝t♦r ✐s ♥♦t ♥❡❝❡ss❛r✐❧② ❞✉❡
❚❤❡ ❘✉❧❡s ❢♦r t❤❡ ❍♦✉s❡s t♦ t❤❡ ❝✐r❝✉❧❛r ♦❢ ❏❛♥✉❛r② ✶✽✽✸✱ ✇❤✐❝❤ ❤❛❞ t♦ ❜❡ ❢♦r✇❛r❞❡❞✳
♦❢ ✶✽✽✼ st✐♣✉❧❛t❡❞ t❤❛t t❤❡ t❡❛❝❤❡rs ✏✇❤♦ ❢❡❧t ❢♦r❝❡❞ t♦ ✐♠♣♦s❡ ❛ ♣✉♥✐s❤♠❡♥t ♦✉ts✐❞❡ ♦❢
t❤❡ ❝❧❛ssr♦♦♠ ♦r t❛❦❡ ❛♥ ✐♠♣♦rt❛♥t ❞❡❝✐s✐♦♥✱ ❤❛❞ t♦ r❡♣♦rt ✐t ❛♥❞ ❧❡❛✈❡ ✐t t♦ t❤❡ ❞✐r❡❝t♦r
♦❢ st✉❞✐❡s ♦r t❤❡ r❡❝t♦r ♦❢ t❤❡ ❤♦✉s❡✳✑ ❚❤❡ ❛ss✐st❛♥t ❤✐♠s❡❧❢ ❝♦✉❧❞ ✏t❤r❡❛t❡♥ t♦ ✐♠♣♦s❡ ❛
♣✉♥✐s❤♠❡♥t✱ ❜✉t ✐ts ❛♣♣❧✐❝❛t✐♦♥ ✇♦✉❧❞ ❜❡ t❤❡ ♣r✐✈✐❧❡❣❡ ♦❢ t❤❡ ♣r❡❢❡❝t ♦r t❤❡ r❡❝t♦r✳✑ ✽✷ ❆t
❚❤❡ ✉s❡ ♦❢ P✉♥✐s❤♠❡♥ts t❤❡ ❡♥❞ ♦❢ t❤❡ ❞♦❝✉♠❡♥t
t❤❡ ✐♠♣♦rt❛♥t ❜✉t ❞❡❧✐❝❛t❡ ✐♥str✉❝t✐♦♥
❢♦r t❤❡ r❡❝t♦r ✐s ❢♦r♠✉❧❛t❡❞ ✐♥ ❛ ❝❧❡❛r ❛♥❞ ♥✉❛♥❝❡❞ ✇❛②✳ ❚❤❡ r❡❝♦♠♠❡♥❞❛t✐♦♥ ♦❢ t❤❡
❚❤✐r❞ ❈❤❛♣t❡r s♦❢t❡♥s ✐t ❞♦✇♥ t♦ ❛ r❛t❤❡r ✇❡❛❦❡r ✏✐♥s✐st t❤❛t t❤❡ ♣r❡✈❡♥t✐✈❡ s②st❡♠ ❜❡
♣r❛❝t✐s❡❞✳✑
❆ ❢♦❧❧♦✇✐♥❣ s✐♠✐❧❛r ♣♦✐♥t ❝♦♥❝❡r♥s t❤❡ ♣✉♥✐s❤♠❡♥t ♦❢ ✏t❛❜❧❡ ✐s♦❧❛t✐♦♥✑ ✐♥ t❤❡ r❡❢❡❝t♦r②✳
■t ✐s ♥♦t ✉♥✉s✉❛❧ t❤✐s ♠❡❛s✉r❡ ✇❛s ❧✐st❡❞ ✐♥ t❤❡ s❡t ♦❢ ♣♦ss✐❜❧❡ ♣✉♥✐s❤♠❡♥ts ✲ ♦♥❡ ♦❢ t❤❡
str✐❝t❡r ♦♥❡s ✲ ✐♥ t❤❡ ✜♥❛❧❧② ♣r♦♣♦s❡❞ ❝✐r❝✉❧❛r ♦♥ ✐♠♣♦s✐♥❣ ♣✉♥✐s❤♠❡♥ts✳ ❚❤❡ ♣✉♥✐s❤♠❡♥t
❝♦♥s✐st❡❞ ♦❢ ❦❡❡♣✐♥❣ t❤❡ ❜♦② st❛♥❞✐♥❣ ✉♣✱ ❡✐t❤❡r ✐♥ ❤✐s ✉s✉❛❧ s♣♦t ✐♥ t❤❡ r❡❢❡❝t♦r② ♦r ❛t
t❤❡ s♣❡❝✐❛❧ t❛❜❧❡✳ ❍♦✇❡✈❡r✱ ♦♥❡ ✇♦✉❧❞ r❛t❤❡r ♥♦t ❡①♣❡❝t t❤❡ ♣✉♥✐s❤♠❡♥t t♦ ❜❡ ♠❡♥t✐♦♥❡❞
♦♥❝❡ ♠♦r❡ ✉♥❞❡r t❤❡ r❡❝♦♠♠❡♥❞❛t✐♦♥s ♦❢ t❤❡ ●❡♥❡r❛❧ ❈❤❛♣t❡r✳ ❙t✐❧❧✱ ❛❧r❡❛❞② ✐♥ ✶✽✽✻ ✐t
✇❛s ❞❡❝✐❞❡❞ t♦ ✐♥tr♦❞✉❝❡ ❞✐✛❡r❡♥t ❧❡✈❡❧s✿ ✏❞❡♥②✐♥❣ ❛ ❞✐s❤ ✕ ❞❡♥②✐♥❣ ✇✐♥❡ ✕ ♠❛❦✐♥❣ t❤❡♠
❡❛t ✐♥ t❤❡ ♠✐❞❞❧❡ ♦❢ t❤❡ r❡❢❡❝t♦r② ✕ ❡❛t ♥❡❛r t❤❡ ❞♦♦r✇❛② ♦❢ t❤❡ r❡❢❡❝t♦r② ✕ ♦♥ t❤❡✐r ❦♥❡❡s
✕ ✐♥ t❤❡ ♣♦rt✐❝♦✳✑ ✽✸ ▼❛♥❛❣✐♥❣ ❛ r❡❢❡❝t♦r② ❛♥❞ ♠❛✐♥t❛✐♥✐♥❣ ♦r❞❡r ❤❛s ♥❡✈❡r ❜❡❡♥ ❛♥ ❡❛s②
t❛s❦✳ ◆❡✐t❤❡r ✐s ✐♠♣♦s✐♥❣ ♣✉♥✐s❤♠❡♥ts ❛s ✐s ♦❜✈✐♦✉s ✐♥ t❤✐s ❝♦♥t❡①t✳ ■t ✐s ♥♦t ❡❛s② t♦
✐♠♣♦s❡ t❤❡s❡ ♠❡❛s✉r❡s ✐♥ ❛ r❡❛s♦♥❛❜❧❡ ❛♥❞ ❜❛❧❛♥❝❡❞ ✇❛②✳ ❚❤❛t ✐s ✇❤② t❤❡ ♥❡❡❞ ✐s ❢❡❧t t♦
✽✶●✳ ❇♦s❝♦✱ ■❧ s✐st❡♠❛ ♣r❡✈❡♥t✐✈♦ ♥❡❧❧❛ ❡❞✉❝❛③✐♦♥❡ ❞❡❧❧❛ ❣✐♦✈❡♥tù ❘♦♠❡✱ ▲❆❙✱ ✶✾✽✺✱ ♣✳ ✾✶✴■■■❀ ❇❘❆■❉❖✱
P✳✱ ❉♦♥ ❇♦s❝♦ ❡❞✉❝❛t♦r❡✳ ✳ ✳ ♣✳ ✷✾✶❀ ❖❊ ❳❳■❳ ❬✶✶✸❪❀ ❈❢✳ ❇■❊❙▼❆◆❙✱ ❘✳✱ ✱ ❆ss✐st❡♥t✐❡✳ ✳ ✳ ♣✳ ✶✷✺ ❛♥❞
❛❧s♦ ♣✳ ✽✸✳
❋♦r ❡❧❡♠❡♥ts ♦❢ ❧♦♦❦✐♥❣ ❢♦r ❜❛❧❛♥❝❡ ❜❡t✇❡❡♥ t❤❡ ❞✐✛❡r❡♥t ✐♥str✉❝t✐♦♥s ❛♥❞ ♣♦ss✐❜❧❡ ❡✈♦❧✉t✐♦♥ ♦♥
t❤❛t ♣♦✐♥t ❝❢✳✿ ❇❘❆■❉❖✱ P✳✱ Pr❡✈❡♥✐r❡ ♥♦♥ r❡♣r✐♠❡r❡✳ ✳ ✳ ♣✳ ✸✹✻✴❢♦♦t♥♦t❡ ✷✾ ❛♥❞ ❇■❊❙▼❆◆❙✱ ❘✳✱
✶✽✻✻✲✶✽✼✻ ❉♦♥ ❇♦s❝♦ ❜❡tr♦✉✇❜❛r❡ ✇❡❣✇✐❥③❡r✳ ✳ ✳ ♣✳ ✷✹✴❢♦♦t♥♦t❡ ✭✶✮✳
✽✷❖❊ ❳❳■❳ ❬✶✸✵✴✼❪ ❡♥ ❬✶✸✻✲✶✸✼❪✳
✽✸P❘❊▲▲❊❩❖✱ ❏✳▼✳✱ ✱ ❱❛❧❞♦❝❝♦✳✳✳ ♣✳ ✶✹✼✴✹✻✲✹✽✳ ❈❢✳ ❇■❊❙▼❆◆❙✱ ❘✳✱ ✶✽✻✻✲✶✽✼✻ ❉♦♥ ❇♦s❝♦ ❜❡tr♦✉✇❜❛r❡
✇❡❣✇✐❥③❡r✳ ✳ ✳ ♣♣✳ ✸✸✲✸✹✳
✸✻

4.7 Page 37

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❣♦ ❜❛❝❦ t♦ t❤✐s t♦♣✐❝ ❢r❡q✉❡♥t❧②✳
❆ ❞✐✛❡r❡♥t ❦✐♥❞ ♦❢ ♣✉♥✐s❤♠❡♥t✱ ✇❤✐❝❤ ✐s ♠❡♥t✐♦♥❡❞ ❡①♣❧✐❝✐t❧② ✐♥ t❤❡ ❈❤❛♣t❡r ❞♦❝✉♠❡♥t✱
✐s ❤✐tt✐♥❣ ♦r ♣❤②s✐❝❛❧ ♣✉♥✐s❤♠❡♥t✳ ❚❤❡ ♣❤②s✐❝❛❧ ♣✉♥✐s❤♠❡♥t ❛❧r❡❛❞② t✉r♥s ✉♣ ❡①♣❧✐❝✐t❧②
❘❡❣✉❧❛t✐♦♥s ❢♦r t❤❡ ❍♦✉s❡s ✐♥ ❛♥ ❛rt✐❝❧❡ ♦❢ t❤❡
✱ ✇❤✐❝❤ ✇❛s ♣✉❜❧✐s❤❡❞ t♦❣❡t❤❡r ✇✐t❤ t❤❡
tr❡❛t✐s❡ ♦♥ t❤❡ ♣r❡✈❡♥t✐✈❡ s②st❡♠ ✐♥ ✶✽✼✼✳ ❇❡s✐❞❡s✱ ▲❛③③❡r♦ ❤❛❞ t❤❡s❡ r❡❣✉❧❛t✐♦♥s r❡❛❞
♦✉t ❛❣❛✐♥ ❛♥❞ ❛❣❛✐♥ ❛❧r❡❛❞② ❜❡❢♦r❡ t❤❡ ❚❤✐r❞ ●❡♥❡r❛❧ ❈❤❛♣t❡r✳ ■♥ t❤❡ s✐①t❤ ❝❤❛♣t❡r
✐t ✇❛s ❝❧❡❛r❧② st✐♣✉❧❛t❡❞ ❢♦r t❤❡ t❡❛❝❤❡rs✿ ✏■t ✐s str✐❝t❧② ❢♦r❜✐❞❞❡♥ t♦ ❤✐t ♦r t♦ ✐♠♣♦s❡
❞❡❢❛♠❛t♦r② ♦r ♣✉♥✐s❤♠❡♥t ✐♥❥✉r✐♦✉s t♦ ❤❡❛❧t❤✳✑ ✽✹ ❉♦♥ ❇♦s❝♦ ❛❧s♦ ✐♥s✐st❡❞ ♦♥ ♥♦t str✐❦✐♥❣
t❤❡ ❜♦②s ✐♥ ❛ ❧❡tt❡r ♦❢ ▼❛r❝❤ ✶✽✽✶ t♦ ❋r ❘♦♥❝❤❛✐❧✱ r❡❝t♦r ✐♥ ◆✐❝❡✳✽✺ ❚❡♠♣❡r❛♠❡♥t❛❧
t❡❛❝❤❡rs ❛♥❞ ❡❞✉❝❛t♦rs t❡♥❞ t♦ ❤❛✈❡ ❤❛♥❞s ❛♥❞ ❢❡❡t t❤❛t ❧❛s❤ ♦✉t q✉✐❝❦❧②✳ ❚❤❡ r❡❝t♦rs ♦❢
t❤❡ ❤♦✉s❡s ❤❛❞ t♦ ❜❡ ✇❛t❝❤❢✉❧ ❛♥❞ t❤❡② ❤❛❞ t♦ ❝❛❧❧ t♦ ♦r❞❡r ❛ss✐st❛♥ts ♦❢ s✉❝❤ ❛ ♥❛t✉r❡✱
♥♦t ♦♥❝❡ ❜✉t r❡❣✉❧❛r❧②✳
❇✉t t❤❡♥ ❛❣❛✐♥ t❤❡ ❝♦♥✈✐❝t✐♦♥ t❤❛t ✏✐t ♦❢t❡♥ ♦❝❝✉rs t❤❛t t❤❡ ❜♦②s ❛r❡ ❧❡ss ❣✉✐❧t② t❤❛♥
♣r❡s✉♠❡❞✱ ❛s ❡①♣❡r✐❡♥❝❡ ❤❛s s❤♦✇♥✑ ❧✐♥❦s ✉♣ ❝❧♦s❡❧② ✇✐t❤ t❤❡ ✇r✐tt❡♥ ❝♦♠♠✉♥✐❝❛t✐♦♥ ♦❢
✶✽✽✸✳ ❚❤❡r❡ ✇❡ ✜♥❞✿ ✏▲❛t❡r ■ ❤❛❞ t♦ ❛❞♠✐t✱ ❛ ❝❛❧♠✱ ✉♥❜✐❛s❡❞ ✐♥✈❡st✐❣❛t✐♦♥ ♦❢ t❤❡ ♠❛tt❡r
r❡✈❡❛❧❡❞ t❤❛t t❤❡✐r ❣✉✐❧t ✇❛s ❛♣♣r❡❝✐❛❜❧② ❞✐♠✐♥✐s❤❡❞ ❛♥❞ s♦♠❡t✐♠❡s ✇❛s t♦t❛❧❧② ✇✐♣❡❞
❛✇❛②✳✑ ✽✻
■♥ t❤❡ ❝♦♥❝❧✉s✐♦♥ t♦ t❤❡ ✜❢t❤ t❤❡♠❡ ♦❢ t❤❡ r❡❝♦♠♠❡♥❞❛t✐♦♥s ❛❢t❡r t❤❡ ❚❤✐r❞ ●❡♥❡r❛❧
❈❤❛♣t❡r t❤❡r❡ ❛r❡ ♠♦r❡ ♣♦✐♥ts ♦❢ r❡s❡♠❜❧❛♥❝❡ ✇✐t❤ t❤❡ ❝♦♥❝✐s❡ tr❡❛t✐s❡ ♦♥ t❤❡ ♣r❡✈❡♥t✐✈❡
s②st❡♠ t❤❛♥ ✇✐t❤ t❤❡ ❞♦❝✉♠❡♥t ♦❢ ✶✽✽✸✳ ❆♠♦♥❣ ♦t❤❡r t❤✐♥❣s ✐t ❝♦♥t❛✐♥s t❤❡ ✐❞❡❛ t❤❛t
t❤❡ ❡❞✉❝❛t♦rs ✏✇✐❧❧ ❤❛✈❡ ♠❛❞❡ ❢r✐❡♥❞s ✇❤❡♥ t❤❡ ❜♦②s ❧❡❛✈❡ ❛t t❤❡ ❡♥❞ ♦❢ t❤❡✐r s❝❤♦♦❧✐♥❣
♦r s❝❤♦♦❧ t✐♠❡✳✑ ■t ❛❧s♦ ❝♦♠❡s ❞♦✇♥ t♦ t❤❡ ♣♦✐♥t t❤❛t t❤❡ ❜♦②s ✏✇✐❧❧ ♥❡✈❡r ❡♥❞ ✉♣ ✇♦rs❡
✐❢ t❤❛t s②st❡♠ ✐s ✐♠♣❧❡♠❡♥t❡❞✳✑ ■♥ t❤❡ tr❡❛t✐s❡ ♦♥ t❤❡ ♣r❡✈❡♥t✐✈❡ s②st❡♠ ✇❡ r❡❛❞ ✐♥❞❡❡❞✿
✏❚❤❡ ♣✉♣✐❧ ✇✐❧❧ ❛❧✇❛②s r❡♠❛✐♥ ❢r✐❡♥❞s ✇✐t❤ ❤✐s ❡❞✉❝❛t♦r✑ ❛♥❞✿ ✏P❛r❡♥ts ❝❛♥ r❡st ❛ss✉r❡❞
t❤❛t t❤❡✐r s♦♥ ✇✐❧❧ ♥♦t ❜❡❝♦♠❡ ✇♦rs❡❀ ✐♥❞❡❡❞✱ ✐t ❝❛♥ ❜❡ ❤❡❧❞ ❛s ❝❡rt❛✐♥ t❤❛t ❤❡ ✇✐❧❧ ❛❧✇❛②s
♠❛❦❡ s♦♠❡ ✐♠♣r♦✈❡♠❡♥t✳✑ ✽✼ ■t s❡❡♠s ♥❡❝❡ss❛r② t♦ ♠❡ t♦ ❞r❛✇ ❛tt❡♥t✐♦♥ t♦ ❉♦♥ ❇♦s❝♦
♥❡❛r❧② ❛❧✇❛②s t❛❦✐♥❣ t❤❡ ②♦✉♥❣st❡rs✬ st❛♥❞ ❛s ❛ st❛rt✐♥❣ ♣♦✐♥t✿ ❵❚❤❡ ♣✉♣✐❧ ✇✐❧❧ r❡♠❛✐♥
✳ ✳ ✳ ❛ ❢r✐❡♥❞✳✑ ■♥ ♦t❤❡r ✇♦r❞s✱ t❤❡ ❜♦②s ✇✐❧❧ tr✉st ❛♥❞ ❜❡❢r✐❡♥❞ t❡❛❝❤❡rs✱ ❡❞✉❝❛t♦rs ❛♥❞
❛ss✐st❛♥ts✳ ❚❤❡② ✇✐❧❧ ♥♦t ❞♦ s♦✱ ❤♦✇❡✈❡r✱ ❛✉t♦♠❛t✐❝❛❧❧②✳ ❚❤❡ ❙❛❧❡s✐❛♥s t♦♦ ❤❛✈❡ t♦ tr②
t♦ ♠❛❦❡ ❢r✐❡♥❞s ✇✐t❤ t❤❡ ❜♦②s ❜♦t❤ ❜② ✇❤❛t t❤❡② ❞♦ ❢♦r t❤❡ ❜♦②s ❛♥❞ t❤❡ ✇❛② t❤❡② ❞♦
s♦✱ t❤❛t ✐s ❛♠♦♥❣ ♦t❤❡r t❤✐♥❣s ❜② ✏❧❡tt✐♥❣ t❤❡♠ t❛❧❦ ♥✐♥❡t❡❡♥ t♦ t❤❡ ❞♦③❡♥ ✇✐t❤♦✉t ❜❡✐♥❣
❛❜❧❡ t♦ ❣❡t ❛ ✇♦r❞ ✐♥ ❡❞❣❡✇❛②s t❤❡♠s❡❧✈❡s✳✑ ✽✽ ❚❤❛t ❝♦✉❧❞ ♦♥❧② ❤❛♣♣❡♥ ✐❢ ❡❞✉❝❛t♦rs ❛♥❞
t❡❛❝❤❡rs ♠✐①❡❞ ✇✐t❤ t❤❡♠ ❛♥❞ ❧✐st❡♥❡❞ t♦ t❤❡♠ ✐♥ ❛♥ ✉♥❢♦r❝❡❞✱ ❝♦♥✜❞❡♥t✐❛❧✱ ❥♦✈✐❛❧ ❛♥❞
✐♥t❡r❡st❡❞ ✇❛②✳ ❖♥❧② t❤❡♥ t❤❡ ②♦✉♥❣st❡rs ❝♦✉❧❞ ❛♥❞ ✇♦✉❧❞ ❧✐❦❡ t♦ ❜❡❝♦♠❡ ❢r✐❡♥❞s✳
❚❤❡ ✜❢t❤ r❡❝♦♠♠❡♥❞❛t✐♦♥ ❛s ❛ ✇❤♦❧❡ ❣✐✈❡s ✈❡r② ♠✉❝❤ t❤❡ ✐♠♣r❡ss✐♦♥ ♦❢ ❜❡✐♥❣ ✐♥t❡♥❞❡❞
❛s ❛♥ ❛♥s✇❡r t♦ t❤❡ q✉❡st✐♦♥ ❛s❦❡❞ ✐♥ t❤❡ ♣r❡✈✐♦✉s ♠❡❡t✐♥❣ ♦❢ ▼❛r❝❤ ✾✿ ✏❲❤② ❞♦ t❤❡
✽✹❖❊ ❳❳■❳ ❬✶✸✵✴❛rt✳ ✻❪✳ ●✳ ❇♦s❝♦✱ ■❧ s✐st❡♠❛ ♣r❡✈❡♥t✐✈♦✳ ✳ ✳ ✱ ♣✳ ✾✶✴■■ ❛♥❞ ❡①♣❧✐❝✐t❧② ✐♥ ❖❊ ❳❳■❳✱ ♣✳
✶✵✽✴■❱✳ ❈❢✳ ❇❘❆■❉❖✱ P✳✱ Pr❡✈❡♥✐r❡ ♥♦♥ r❡♣r✐♠❡r❡✳ ✳ ✳ ✱ ♣✳ ✸✹✻✳
✽✺▼❇ ❳❱✱ ♣✳✶✸✸❀ ❊▼❇ ❳❱✱ ♣✳ ✶✵✺❀ ❊ ■❱✱ ♣✳ ✸✹✳ ❈❢✳ ❛❧s♦ ❢♦♦t♥♦t❡ ✷✽✳ ❈❢✳ ❛❧s♦ ❇■❊❙▼❆◆❙✱ ❘✳✱
❆ss✐st❡♥t✐❡✳ ✳ ✳ ✱ ♣✳ ✶✹✸❀ ■❞✳✱ ❆♠♦r❡✈♦❧❡③③❛✳ ✳ ✳ ✱ ♣♣✳ ✺✽✲✺✾✳
✽✻❇❘❆■❉❖✱ P✳✱ ❉♦♥ ❇♦s❝♦ ❡❞✉❝❛t♦r❡✳ ✳ ✳ ✱ ♣✳ ✸✷✾✴✽✻✲✽✾✳ ▼❇ ❳❱■✱ ♣✳ ✹✹✶❀ ❊▼❇ ❳❱■✱ ♣✳ ✸✼✵✳
✽✼❇♦t❤ q✉♦t❛t✐♦♥s✿ ●✳ ❇♦s❝♦✱ ■❧ s✐st❡♠❛ ♣r❡✈❡♥t✐✈♦✳ ✳ ✳ ✱ ♣♣✳ ✾✵✴✺✶✶✲✺✶✸❀ ✽✹✴✹✶✽❀ ✾✵✴✺✶✻✲✺✶✽❀ ❈♦♥st✐t✉✲
t✐♦♥s✳✳✳✱ ♣✳✷✺✶ ✭♣❛rt❧② r❡✲tr❛♥s❧❛t❡❞✮✳
✽✽❈❢✳ ❢♦r ❡①❛♠♣❧❡ t❤❡ ●❡♥❡r❛❧ ❆rt✐❝❧❡s ✐♥ ❇❘❆■❉❖✱ P✳✱ ❉♦♥ ❇♦s❝♦ ❡❞✉❝❛t♦r❡✳ ✳ ✳ ✱ ♣✳ ✷✽✾✴✷✺❀ ❊❡♥
♦♣✈♦❡❞✐♥❣s♣r♦❥❡❝t✳ ✳ ✳ ✱ ♣✳ ✷✽✴✻✳
✸✼

4.8 Page 38

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❜♦②s ❢❡❛r ✉s ♠♦r❡ t❤❛♥ ❧♦✈❡ ✉s❄✑ ✽✾ ❚❤❛t ❛♥s✇❡r ✐s✿ t❤❡ ❙❛❧❡s✐❛♥s ✇✐❧❧ ❜❡ ❛❜❧❡ t♦ ❣❛✐♥ t❤❡
tr✉st ♦❢ t❤❡ ②♦✉♥❣st❡rs ❛♥❞ ❝♦♥s❡q✉❡♥t❧② ♦✈❡r❝♦♠❡ s✉s♣✐❝✐♦♥ ❛♥❞ ❞✐str✉st ❛s ❛ ✜rst r❡s✉❧t
♦❢ ✐♠♣♦s✐♥❣ ❢❡✇❡r ♦r ♥♦ ♣✉♥✐s❤♠❡♥ts✱ ♦❢ ♣✉♥✐s❤✐♥❣ ✐♥ ❛ r❡❛s♦♥❛❜❧❡ ❛♥❞ ♣❡rs♦♥❛❧ ✇❛②✱ ♦❢
t❛❦✐♥❣ ❛s ❛ st❛rt✐♥❣ ♣♦✐♥t t❤❛t t❤❡ ❜♦②s ❛r❡ ♥♦t ❛❧✇❛②s t❤❛t ♠✉❝❤ t♦ ❜❡ ❜❧❛♠❡❞ ❛s ♦♥❡
❤❛❞ ❡①♣❡❝t❡❞ ❛t ✜rst ❛♥❞ ♦❢ ❞❡❛❧✐♥❣ ✇✐t❤ t❤❡♠ ♠♦❞❡r❛t❡❧②✱ ❞❡❧✐❝❛t❡❧② ❛♥❞ r❡s♣❡❝t❢✉❧❧②✳
❚❤❛t ✐s ❤♦✇ t❤❡② ❝❛♥ ❜r✐❞❣❡ t❤❡ ❣❛♣ ❜❡t✇❡❡♥ t❤❡ t❡❛❝❤❡rs ❛♥❞ ❛ss✐st❛♥ts ♦♥ t❤❡ ♦♥❡ ❤❛♥❞
❛♥❞ t❤❡ ②♦✉♥❣st❡rs ♦♥ t❤❡ ♦t❤❡r ❤❛♥❞✳ ❚❤❡ ❧❡❛st ♦♥❡ ❝❛♥ s❛② ✐s t❤❛t t❤✐s r❡❝♦♠♠❡♥❞❛t✐♦♥
✐♠♣❧✐❡s t❤❛t t❤❡ ♠❛❧❛✐s❡ ✐♥ t❤❡ ❖r❛t♦r②✱ ❛♥❞ ♣r♦❜❛❜❧② ✐♥ t❤❡ ♦t❤❡r ✐♥st✐t✉t✐♦♥s ❛s ✇❡❧❧✱
✇❛s ❞✉❡ t♦ t❤❡ t❡❛❝❤❡rs ❛♥❞ ❛ss✐st❛♥ts t❤❡♠s❡❧✈❡s ❢♦r ❛ ❝♦♥s✐❞❡r❛❜❧❡ ♣❡r❝❡♥t❛❣❡✳ ❚❤❡
❜♦②s ❛r❡ ❛❝q✉✐tt❡❞ ❝❡rt❛✐♥❧② t♦ ❛ ❣r❡❛t❡r ❡①t❡♥t✳ ❚❤❡② ❛r❡ ♥♦t ❛❧✇❛②s t♦ ❜❡ ❜❧❛♠❡❞ ❛s
♦♥❡ ✇♦✉❧❞ ❡❛s✐❧② ❞♦✳
❖♥ t❤❡ ✇❤♦❧❡ ♦♥❡ ❝♦✉❧❞ ✈✐❡✇ ✐t ❛s q✉✐t❡ str✐❦✐♥❣ t❤❛t t❤❡ t♦♣✐❝ ♦❢ ♣✉♥✐s❤♠❡♥ts ✇❛s ♣✉t
♦♥ t❤❡ ❛❣❡♥❞❛ ♦❢ t❤❡ ●❡♥❡r❛❧ ❈❤❛♣t❡r ❛♥❞ ❛❧❧♦✇❡❞ ❝♦♥s✐❞❡r❛❜❧❡ s♣❛❝❡ ✐♥ t❤❡ r❡❝♦♠♠❡♥❞❛✲
t✐♦♥s✳ ❚❤❛t ✐s ✇❤② ✐t ✐s ❡♥✐❣♠❛t✐❝ t❤❛t t❤❡ ❡①✐st❡♥❝❡ ♦❢ ❛ ❞♦❝✉♠❡♥t ✇❤✐❝❤ ✇❛s s✉♣♣♦s❡❞ t♦
❤❛✈❡ ❜❡❡♥ s❡♥t t♦ ❛❧❧ r❡❝t♦rs ♦♥❧② ❛ ❢❡✇ ♠♦♥t❤s ❜❡❢♦r❡✱ ✇❛s ♥♦t ♦♣❡♥❧② r❡❢❡rr❡❞ t♦ ❞✉r✐♥❣
t❤❛t ✐♠♣♦rt❛♥t ♠❡❡t✐♥❣ ♦❢ ❛ ❧❛r❣❡ ❣r♦✉♣ ♦❢ ❈❤❛♣t❡r ♠❡♠❜❡rs✳ ▼♦r❡♦✈❡r ✐t ❤❛♣♣❡♥❡❞ t♦
❜❡ ❛ ❞♦❝✉♠❡♥t ✐♥ ✇❤✐❝❤ ❡✈❡r②t❤✐♥❣ ❤❛❞ ❜❡❡♥ ♣♦✐♥t❡❞ ♦✉t s②st❡♠❛t✐❝❛❧❧②✱ ❛❝❝✉r❛t❡❧② ❛♥❞
s②♥t❤❡t✐❝❛❧❧②✳ ■t ❛♣♣❡❛rs ❡✈❡♥ ♠♦r❡ ❡♥✐❣♠❛t✐❝ t❤❛t ♣r❡❝✐s❡❧② ♦t❤❡r t❡①ts ♦❢ ❉♦♥ ❇♦s❝♦
❤❛❞ ❞♦♠✐♥❛t❡❞ t❤❡ r❡❝♦♠♠❡♥❞❛t✐♦♥s t♦ s✉❝❤ ❛ ❤✐❣❤ ❞❡❣r❡❡✳ ❋✉rt❤❡r♠♦r❡ ✐t ✐s str❛♥❣❡
t❤❛t ♣r❡❝✐s❡❧② t❤❛t ✐♠♣♦rt❛♥t t♦♣✐❝ ✇❛s ♥♦ ❧♦♥❣❡r ♠❡♥t✐♦♥❡❞ ✐♥ t❤❡ ❞❡❧❛②❡❞ ♣✉❜❧✐❝❛t✐♦♥
♦❢ t❤❡ ❈❤❛♣t❡r✬s ❝♦♥❝❧✉s✐♦♥s✳ ❖♥❡ ♠✐❣❤t ✇♦♥❞❡r ✐❢ ✐t ✇❛s ♥♦ ❧♦♥❣❡r t❤❛t ✉r❣❡♥t✳ ❖r ✇❛s
✐t ❝❛✉s❡❞ ❜② ❛ ❝❡rt❛✐♥ ❞✐s❧✐❦❡ ♦❢ ❛ttr✐❜✉t✐♥❣ s✉❝❤ ♣r♦♠✐♥❡♥❝❡ t♦ t❤❡ t♦♣✐❝❄
■t ❞♦❡s ♥♦t ♣❛rt✐❝✉❧❛r❧② ♠❛tt❡r ♦♥ ✇❤✐❝❤ t❡①ts t❤❡ r❡❝♦♠♠❡♥❞❛t✐♦♥s ✇❡r❡ ❜❛s❡❞ ✐♥ t❤❡
❝❧♦s✐♥❣ s♣❡❡❝❤✳ ❆t ❛♥② r❛t❡ ❋r ▲❛③③❡r♦ ❤❛❞ ❜❡❡♥ ♣r♦✈✐❞❡❞ ✇✐t❤ ❞✐r❡❝t✐✈❡s ♦❢ s♦♠❡ ♣r✐♦r✐t②
t♦ ✇♦r❦ ♦♥ ❞✉r✐♥❣ t❤❡ ♥❡✇ s❝❤♦♦❧ ②❡❛r ♦❢ ✶✽✽✸✲✶✽✽✹✳
❋♦❧❧♦✇✲✉♣ t♦ t❤❡ r❡❝♦♠♠❡♥❞❛t✐♦♥ ✐♥ ❱❛❧❞♦❝❝♦✿ ❋r ▲❛③③❡r♦ r❡♠❛✐♥s ❧♦②❛❧
t♦ ❤✐s ♠❡t❤♦❞ ♦❢ ❣✉✐❞✐♥❣ ❤✐s ♣❡rs♦♥♥❡❧
❆♥♦t❤❡r ♣r♦♣♦s❛❧✱ t❤❡ ❝♦♥s❡q✉❡♥❝❡s ♦❢ ✇❤✐❝❤ ❝♦✉❧❞ ❤❛✈❡ ❜❡❡♥ ✈❡r② s❡r✐♦✉s ❢♦r t❤❡ ❖r❛t♦r②✱
❤❛❞ ❜❡❡♥ ♣✉t ❢♦r✇❛r❞ ❛t t❤❡ ❚❤✐r❞ ●❡♥❡r❛❧ ❈❤❛♣t❡r✳ ❚❤❡② ✇❛♥t❡❞ t♦ ❡①t❡♥❞ t❤❡ ❙✉♣❡r✐♦r
❈❤❛♣t❡r ♦❢ t❤❡ ❈♦♥❣r❡❣❛t✐♦♥ ❛♥❞ ❛♣♣♦✐♥t ❛ ❣❡♥❡r❛❧ ❝♦✉♥❝✐❧❧♦r ♦❢ st✉❞✐❡s r❡s♣♦♥s✐❜❧❡ ❢♦r
❛❧❧ ♣r♦❢❡ss✐♦♥❛❧ s❝❤♦♦❧s✳ ❚❤❡ ❈❤❛♣t❡r ♠❡♠❜❡rs ♣r❡s❡♥t ❝♦♥s✐❞❡r❡❞ ♥♦❜♦❞② ❜❡tt❡r s✉✐t❡❞
t❤❛♥ ❋r ▲❛③③❡r♦✳ ❚❤❛t ✐s ✇❤② t❤❡② ✇❛♥t❡❞ t♦ ❡♥tr✉st t❤❡ ❥♦❜ t♦ ❤✐♠ ❛♥❞ ♣✉t ❋r❛♥❝❡s✐❛ ✐♥
❝❤❛r❣❡ ♦❢ t❤❡ ❡♥t✐r❡❖r❛t♦r②✳ ❉♦♥ ❇♦s❝♦ ✇❛s ✐♥ ❢❛✈♦✉r✳ ❨❡t ♦t❤❡rs ❞♦✉❜t❡❞ ✇❤❡t❤❡r t❤✐s
✇❛s t❤❡ ❜❡st s♦❧✉t✐♦♥ ❢♦r t❤❡ ❖r❛t♦r②✳✾✵ ■t ❧♦♦❦s ❛s ✐❢ t❤✐s s✐t✉❛t✐♦♥ ✇❛s ❧❡❢t ✐♥ s✉s♣❡♥s❡
✽✾❈❢✳ ❢♦♦t♥♦t❡ ✻✾✳
✾✵❆❝❝♦r❞✐♥❣ t♦ ✐♥❢♦r♠❛t✐♦♥ ✇❤✐❝❤ ✐s ❝❤r♦♥♦❧♦❣✐❝❛❧❧② ♥♦t ❝♦♠♣❧❡t❡❧② ❝❧❡❛r ✐♥ ▼❇ ❳❱■■✱ ♣♣✳ ✷✵✵✲✷✵✶❀
❊▼❇ ❳❱■■✱ ♣♣✳ ✶✼✼✲✶✼✽✳ ❚❤❡ ✏ ❉✐③✐♦♥❛r✐♦ ❜✐♦❣r❛✜❝♦ ❞❡✐ ❙❛❧❡s✐❛♥ ✑✱ ❚✉r✐♥✱ ✶✾✻✾ ✭♣✳ ✶✻✺❆✮ r❡❝♦r❞s t❤❡
❛♣♣♦✐♥t♠❡♥t t♦ ❤❡❛❞ ♦❢ t❤❡ ♣r♦❢❡ss✐♦♥❛❧ s❝❤♦♦❧s ✐♥ ✶✽✸✸ ♦❜✈✐♦✉s❧② ♠❡❛♥✐♥❣ ✶✽✽✸✳ ❖♥ ❙❡♣t❡♠❜❡r
✶✷t❤ ✶✽✽✹ t❤❡② ❞✐s❝✉ss t❤❡ ❛♣♣♦✐♥t♠❡♥t ♦❢ t✇♦ r❡❝t♦rs ✐♥ ❛ s❡ss✐♦♥ ♦❢ t❤❡ ❈❤✐❡❢ ❈♦✉♥❝✐❧✳ ✭▼❇ ❳❱■■✱
♣♣✳ ✷✵✶✲✷✵✸❀ ❊▼❇ ❳❱■■✱ ♣♣✳✶✼✼✲✶✽✵✳ ❆❧s♦ ▼❇ ❳❱■■✱ ♣✳ ✷✵✻❀ ▼❇◆ ❳❱■■✱ ♣♣✳✶✽✷✲✶✽✸✮✳ P ❇r❛✐❞♦
♠❡♥t✐♦♥s t❤❛t ●✳ ▲❛③③❡r♦ ✇❛s ❛ ♠❡♠❜❡r ♦❢ t❤❡ ❈❤✐❡❢ ❈♦✉♥❝✐❧ ❢r♦♠ ✶✽✼✺ t♦ ✶✽✾✽ ❛♥❞ ❞✐r❡❝t♦r ♦❢ t❤❡
♦r❛t♦r② ❢r♦♠ ✶✽✼✾ t♦ ✶✽✽✻✳ ✭❇❘❆■❉❖✱ P✳✱ ❉♦♥ ❇♦s❝♦ ❡❞✉❝❛t♦r❡✳ ✳ ✳ ✱ ♣✳ ✸✽✽✮✳ ❍✐s st✐❧❧ ❜❡✐♥❣ ❛ ❞✐r❡❝t♦r
✐♥ ✶✽✽✹ ❝❛♥ ❜❡ ❞❡r✐✈❡❞ ❢r♦♠ t❤❡ ❧❛st ♣❛r❛❣r❛♣❤ ♦❢ ❘✳ ❇✐❡s♠❛♥s✬s ✏❞❡ ❇r✐❡❢ ✉✐t ❘♦♠❡ ❛❛♥ ❞❡ ❥♦♥❣❡♥s ✐♥
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4.9 Page 39

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❛t t❤❛t ♠♦♠❡♥t✳
■♥ ❛♥② ❝❛s❡ ❋r ▲❛③③❡r♦ ♦r❣❛♥✐③❡❞ ❢♦✉r ♠❡❡t✐♥❣s ❢♦r t❤❡ ❤♦✉s❡ ❝❤❛♣t❡r ❛♥❞ t❤r❡❡ ♠❡❡t✐♥❣s
❢♦r ❡✈❡r②♦♥❡ ✐♥ t❤❡ ❤♦✉s❡✱ ✏t❡❛❝❤❡rs✱ ❛ss✐st❛♥ts✱ ♣r✐❡sts ❛♥❞ s✉♣❡r✐♦rs✑✱ ✇✐t❤ r❡♥❡✇❡❞
❞❡❞✐❝❛t✐♦♥ ❛ ❢❡✇ ❞❛②s✬ ❧❛t❡r ✐♥ ❖❝t♦❜❡r ❛♥❞ ◆♦✈❡♠❜❡r ✶✽✽✸✳
❖♥ ❖❝t♦❜❡r ✷✵ ❤❡ ♥♦t❡❞✿ ✏❆♥♦t❤❡r ✉r❣❡♥t ✐ss✉❡ ✇❛s ❢♦r ❡✈❡r②♦♥❡ t♦ ❣♦ ❜❛❝❦ t♦ t❤❡
❘❡❣✉❧❛t✐♦♥s ❛♥❞ ❛❢t❡r✇❛r❞s t♦ r❡❛❞ t❤❡♠ ❛❣❛✐♥ t♦❣❡t❤❡r✳ ❲❡ ❤❛✈❡ t♦ ✜♥❞ ♦✉t ❤♦✇ ✇❡
❝❛♥ t❛❝❦❧❡ t❤✐s ✇✐t❤♦✉t ❝❛✉s✐♥❣ ❝❧❛s❤❡s✳✑ ❍✐s ✇❛② ♦❢ ❞❡❛❧✐♥❣ ✇✐t❤ t❤✐♥❣s r❡♠❛✐♥❡❞ t❤❡
s❛♠❡ ❜♦t❤ ❢♦r t❤❡ ♣❡rs♦♥♥❡❧ ❛♥❞ t❤❡ ②♦✉♥❣st❡rs ❛s ✐t s❡❡♠s✳ ■t ✏✇❛s ❞❡❝✐❞❡❞ t♦ r❡❛❞ ♦✉t
t❤❡ ❘❡❣✉❧❛t✐♦♥s ❢♦r t❤❡ ❍♦✉s❡s ✐♥ t❤❡ ♣r❡s❡♥❝❡ ♦❢ t❤❡ ❜♦②s t❤❡ ♥❡①t ❙✉♥❞❛②✱ t❤❡ ✜♥❛❧ ❞❛②
♦❢ t❤❡ ✉s✉❛❧ ❵tr✐❞✉✉♠✬ ❬❛t t❤❡ st❛rt ♦❢ t❤❡ s❝❤♦♦❧ ②❡❛r❪✳✑ ✾✶
❚❤❡ ✜rst ❡❧❡♠❡♥t✱ ✐✳❡✳ t❤❡ ♣r♦♠♦t✐♦♥ ♦❢ t❤❡ ❦♥♦✇❧❡❞❣❡ ♦❢ t❤❡ ❛rt✐❝❧❡s ✐♥✈♦❧✈✐♥❣ t❤❡
s♣❡❝✐✜❝ ❢✉♥❝t✐♦♥s ♦❢ ❡❛❝❤ ❛♥❞ ❡✈❡r②♦♥❡✱ ❞❡♠❛♥❞❡❞ ❧♦②❛❧t② t♦ t❤❡ ✐♥str✉❝t✐♦♥ ❉♦♥ ❇♦s❝♦
❤❛❞ ❣✐✈❡♥ ❜❡❢♦r❡✱ ❛♥❞ ❝♦♥t✐♥✉❛t✐♦♥ ♦❢ ❤✐s ♠❡t❤♦❞ ❛❢t❡r t❤❡ ❙❡❝♦♥❞ ●❡♥❡r❛❧ ❈❤❛♣t❡r✳
❚❤❡ ❣♦❛❧ ❛❧s♦ r❡♠❛✐♥❡❞✿ ✐♥t❡r♥❛❧ ✉♥✐t② ❛♥❞ ❝❧❛r✐t② ❢♦r t❤❡ t❡❛❝❤❡rs✱ ❛ss✐st❛♥ts ❛♥❞ t❤❡
②♦✉♥❣st❡rs t❤❡♠s❡❧✈❡s✳ ❨❡s✱ ❡✈❡♥ t❤❡ ❜♦②s✳ ❈❧❡❛r s✉❜st❛♥t✐❛❧ ✐♥❢♦r♠❛t✐♦♥ ❢♦r t❤❡ ❜♦②s
❛♥❞ ✇❤❛t ✇❛s ❡①♣❡❝t❡❞ ❢r♦♠ t❤❡♠✱ ✇❛s ❛❜s♦❧✉t❡❧② ♥❡❝❡ss❛r② ✐♥ t❤❡ s♣✐r✐t ♦❢ t❤❡ tr❡❛t✐s❡
♦♥ t❤❡ ♣r❡✈❡♥t✐✈❡ ❡❞✉❝❛t✐♦♥❛❧ ♠❡t❤♦❞ ❛♥❞ t❤❡ t②♣✐❝❛❧❧② ❙❛❧❡s✐❛♥ ✇❛② ♦❢ ❢r❡s❤❡♥✐♥❣ ✉♣
t❤✐♥❣s✳ ❚❤❛t ✐♥❢♦r♠❛t✐♦♥ ❤❛❞ ❛❧✇❛②s ❜❡❡♥ ❣✐✈❡♥ t♦ t❤❡♠ ✐♥ t❤❡ ♣❛st✳✾✷
✏❚❤❡② r❡❛❞ t❤❡ ❝❤❛♣t❡r ♦♥ t❤❡ ♣r❡✈❡♥t✐✈❡ s②st❡♠✑ ❞✉r✐♥❣ t❤❡ ♠❡❡t✐♥❣ ❢♦r t❤❡ ❝♦♠♣❧❡t❡
♣❡rs♦♥♥❡❧ t✇♦ ❞❛②s ❧❛t❡r✳ ❚❤❡② ✏♠❛❞❡ ❛♥❛❧♦❣♦✉s r❡♠❛r❦s✑ ✇❤✐❧❡ r❡❛❞✐♥❣✳ P✉tt✐♥❣ t❤✐s ♦♥
t❤❡ ❛❣❡♥❞❛✱ ❋r ▲❛③③❡r♦ ❝♦♥t✐♥✉❡❞ t❤❡ tr❡♥❞ ♦❢ t❤❡ ♣r❡✈✐♦✉s s❝❤♦♦❧ ②❡❛r ❛♥❞ ❝♦♥❢♦r♠❡❞ t♦
t❤❡ r❡❝♦♠♠❡♥❞❛t✐♦♥s ❛t t❤❡ ❡♥❞ ♦❢ t❤❡ ❚❤✐r❞ ●❡♥❡r❛❧ ❈❤❛♣t❡r✳ ■t ✐s ❛❧♠♦st ✐♠♣♦ss✐❜❧❡ t♦
♣✐♥♣♦✐♥t t❤❡ ❡①❛❝t ❝❤❛♣t❡r ❞✐s❝✉ss❡❞ ✐♥ t❤❛t ♠❡❡t✐♥❣✳ ■t ♠❛② ✇❡❧❧ ❤❛✈❡ ❜❡❡♥ t❤❡ ❝♦♠♣❧❡t❡
tr❡❛t✐s❡ ❛s ♦❝❝✉rr❡❞ ✐♥ ❋❡❜r✉❛r② ✶✽✽✶✱ ✇❤✐❝❤ ✇♦✉❧❞ ❤❛✈❡ ❧✐♥❦❡❞ ✉♣ q✉✐t❡ s♠♦♦t❤❧② ✇✐t❤
t❤❡ st❛rt ♦❢ t❤❡ s❝❤♦♦❧ ②❡❛r✳✾✸
❆♥♦t❤❡r ♣♦✐♥t ✇❤✐❝❤ ❤❛❞ t♦ ❜❡ ❝❧❛r✐✜❡❞ ❛t t❤❡ st❛rt ♦❢ t❤❡ s❝❤♦♦❧ ②❡❛r ✇❛s t❤❡ t❛s❦
♦❢ t❤❡ ♣✉♣✐❧s✬ ❝♦✉♥❝✐❧❧♦r ♦❢ st✉❞✐❡s✳ ■t t♦♦❦ ♣❧❛❝❡ ❞✉r✐♥❣ ❛ ❝❧♦s❡❞ ♠❡❡t✐♥❣ ♦❢ t❤❡ ❤♦✉s❡
❝❤❛♣t❡r ♦♥❧② t✇♦ ❞❛②s ❧❛t❡r✳ ■t s❤♦✇❡❞ q✉✐t❡ s♦♠❡ ✢❛✐r ♦❢ ♣r❛❝t✐❝❛❧ ♣s②❝❤♦❧♦❣②✿ ✏❲❡
❞✐s❝✉ss❡❞ t❤❡ ❡❞✉❝❛t✐♦♥❛❧ s②st❡♠ t❤❛t ❤❛❞ ❜❡❡♥ ✐♠♣❧❡♠❡♥t❡❞ ✐♥ t❤❡ ❖r❛t♦r② ❛ ❢❡✇ ②❡❛rs
❜❡❢♦r❡✱ ✐✳❡✳ t❤❡ q✉❡st✐♦♥ ✇❤❡t❤❡r t❤❡ ❡♥t✐r❡ ✇❡✐❣❤t ♦❢ ❡❞✉❝❛t✐♦♥ ✇❛s t♦ ❜❡ ♣✉t ♦♥ t❤❡
s❤♦✉❧❞❡rs ♦❢ t❤❡ ❝♦✉♥❝✐❧❧♦r ♦❢ st✉❞✐❡s✳ ◆♦✇ t❤❡② ✇❛♥t❡❞ t♦ ❣♦ ❜❛❝❦ t♦ t❤❡ ♣r❡✈✐♦✉s
s②st❡♠✱ ✇❤✐❝❤ ♠❡❛♥t t❤❛t ❛ ❣r❡❛t❡r ♣❛rt✱ ♥♦t t♦ s❛② ❛❧❧ ♦❢ t❤❡ r❡s♣♦♥s✐❜✐❧✐t② ✇❛s t♦ ❣♦ t♦
t❤❡ t❡❛❝❤❡r✳ ❚❤❡ ❛ss✐st❛♥t s❤♦✉❧❞ ❜❡ ❛ ❤❡❧♣ ❛♥❞ ❛❝t ❛s ♦♥❡ ✇❤♦❧❡ ✐♥ ❤❛r♠♦♥② ✇✐t❤ t❤❡
❱❛❧❞♦❝❝♦✳ ✳ ✳ ✑✱ ♣✳ ✶✷✵✴❝♦❧✉♠♥s ❉ ❛♥❞ ❑✱ ❢r♦♠ t❤❡ ■t❛❧✐❛♥ ❙✉ss✐❞✐♦ ♦r ❆✉①✐❧✐❛r② ❇♦♦❦❧❡t ♣✳ ✸✹ ❛♥❞ ❛❧s♦
❢r♦♠ ❛ ♠❡❡t✐♥❣ r❡♣♦rt ♦❢ t❤❡ ❈❤✐❡❢ ❈♦✉♥❝✐❧ ♦♥ ❏✉♥❡ ✺ ✶✽✽✹✳ ❚❤❛t ✐s ✇❤❡r❡ ❋r ❇♦♥❡tt✐ ✐♥❞❡❡❞ s❛✐❞✿
✏❆s ❛ ❞✐r❡❝t♦r ♦❢ t❤❡ ❖r❛t♦r② ●✳ ▲❛③③❡r♦ ♠✉st ❜❡ ❦❡♣t ❛❜r❡❛st ❜❡tt❡r t❤❛♥ ❛❧❧ t❤❡ ♦t❤❡r ♠❡♠❜❡rs ♦❢
t❤❡ ❙✉♣❡r✐♦r ❈❤❛♣t❡r✳✑ ✭▼❇ ❳❱■■✱ ♣✳ ✶✽✺❀ ❊▼❇ ❳❱■■✱ ♣✳ ✶✻✵✮✳ ■♥ ❙❡♣t❡♠❜❡r ✶✽✽✹ t❤❡ ❞✐str✐❜✉t✐♦♥
♦❢ t❛s❦s ✇❛s ❞✐s❝✉ss❡❞ ❛❣❛✐♥ ❛♥❞ ❞❡❝✐❞❡❞ ♦♥✳ ❈❢✳ ❝❤❛♣t❡r ✽ ♦❢ t❤✐s st✉❞② ✐♥ ❱♦❧✉♠❡ ✷✱ ❢♦♦t♥♦t❡ ✾✸✳
✾✶P❘❊▲▲❊❩❖✱ ❏✳▼✳✱ ❱❛❧❞♦❝❝♦✳ ✳ ✳ ✱ ♣✳ ✷✺✽✴✼✵✷✲✼✵✺✳ ❈❢✳ ❋♦♦t♥♦t❡s ✹✹ ❛♥❞ ✹✻ ✐♥ t❤✐s ❝❤❛♣t❡r✳
✾✷❇❖❙❈❖✱●✳✱ ■❧ s✐st❡♠❛ ♣r❡✈❡♥t✐✈♦✳ ✳ ✳ ✱ ♣✳ ✽✸✴✸✽✾✲✸✾✸ ❛♥❞ ♣✳ ✾✶✴✺✹✸✲✺✹✺❀ ❈♦♥st✐t✉t✐♦♥s✳ ✳ ✳ ✱ ♣✳ ✷✹✼✳
❚❤❛t ♦❝❝✉rr❡❞ ❛❧r❡❛❞② ✐♥ ✶✽✼✶ ❛♥❞ ❛t t❤❡ st❛rt ♦❢ t❤❡ s❝❤♦♦❧ ②❡❛r ✶✽✼✼✲✶✽✼✽✳ ✭P❘❊▲▲❊❩❖✱ ❏✳▼✳✱
❱❛❧❞♦❝❝♦✳ ✳ ✳ ✱ ♣✳ ✶✻✻✴✹✶❀ ♣✳ ✻✵✴✺✷✵✲✺✷✷✮✳ ❈❢✳ ❛❧s♦ ▼❇ ❳■■■✱ ♣✳ ✹✹✶❀ ❊▼❇ ❳■■■✱ ♣✳ ✸✹✼✲✸✹✽❀ ▼❇ ❱■✱
♣✳ ✼✼✷❀ ❊▼❇ ❱■✱ ♣✳✹✺✶✲✹✺✷❀ ▼❇ ■❳✱ ♣✳ ✸✾✼❀ ❊▼❇ ■❳✱ ♣✳ ✶✽✸✳
✾✸❈❢✳ ❢♦♦t♥♦t❡ ✷✻✳
✸✾

4.10 Page 40

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t❡❛❝❤❡r✳ ❆❢t❡r ✇❡ ❤❛❞ ❡①❛♠✐♥❡❞ s♦♠❡ ❝♦♥s❡q✉❡♥❝❡s✱ ✇❡ ❞❡❝✐❞❡❞ t♦ tr② ✐t ♦✉t✳✑ ✾✹
❍❛r❞❧② ❛ ✇❡❡❦ ❧❛t❡r ✏t❤❛t ❞❡❝✐s✐♦♥ ✇❛s ♣r❡s❡♥t❡❞ ♦r r❛t❤❡r ❝♦♠♠✉♥✐❝❛t❡❞✑ ✐♥ ❛ ♠❡❡t✐♥❣
✏✐♥ ✇❤✐❝❤ t❤❡ t❡❛❝❤❡rs ❛♥❞ ❛ss✐st❛♥ts ♦❢ t❤❡ ♣✉♣✐❧s t♦♦❦ ♣❛rt✳ ❆❢t❡r ❛✐r✐♥❣ s♦♠❡ ♦❜❥❡❝t✐♦♥s✱
t❤❡ ❝♦♥❝❧✉s✐♦♥ ✇❛s ❛❝❝❡♣t❡❞ ✉♥❛♥✐♠♦✉s❧② ❜② ❜♦t❤ ♣❛rt✐❡s✳✑ ✾✺
❚❤❡② ♠♦st ♣r♦❜❛❜❧② ✇❛♥t❡❞ t♦ t❛❦❡ ❛✇❛② s♦♠❡ ♣r❡ss✉r❡ ❢r♦♠ t❤❡ ❝♦✉♥❝✐❧❧♦r ♦❢ st✉❞✐❡s
❛♥❞✴♦r ❡①♣r❡ss ♠♦r❡ ❛♣♣r❡❝✐❛t✐♦♥ ❢♦r t❤❡ t❡❛❝❤❡rs ❛♥❞ t❤❡✐r ✭②♦✉♥❣✮ ❛ss✐st❛♥ts ❜② ❣✐✈✐♥❣
t❤❡♠ ♠♦r❡ r❡s♣♦♥s✐❜✐❧✐t② ❛♥❞ s❤❛r❡ ✐♥ ❛✉t❤♦r✐t②✳
❆❧❧ ♦❢ t❤✐s s❡❡♠❡❞ t♦ ❧❡❛❞ t♦ ❛ ✢②✐♥❣ st❛rt ❢♦r t❤❡ s❝❤♦♦❧ ②❡❛r ❛♥❞ ❛ ♣r♦s♣❡r♦✉s ♣❛st♦r❛❧
❛♥❞ ♣❡❞❛❣♦❣✐❝❛❧ ②❡❛r ♦❢ ♠✉t✉❛❧ ✉♥❞❡rst❛♥❞✐♥❣ ❛♥❞ ♣❡❛❝❡✳ ❖♥❝❡ ♠♦r❡ ❤♦✇❡✈❡r t❤❡r❡
♣r♦✈❡❞ t♦ ❜❡ ♠❛♥② ❛ s❧✐♣ ✬t✇✐①t t❤❡ ❝✉♣ ❛♥❞ t❤❡ ❧✐♣✳ ❇② ❤❛❧❢✇❛② t❤r♦✉❣❤ ◆♦✈❡♠❜❡r
❛ ❢✉rt❤❡r ❞❡♠❛r❝❛t✐♦♥ ♦❢ r❡s♣♦♥s✐❜✐❧✐t✐❡s ❛♥❞ ❝♦♠♣❡t❡♥❝✐❡s ✇❛s ♥❡❝❡ss❛r②✳ ❆❣❛✐♥ t❤❡②
r❡s♦rt❡❞ t♦ r❡❛❞✐♥❣ ♦✉t t❤❡ ❛rt✐❝❧❡s ❝♦♥❝❡r♥✐♥❣ t❤❡ r❡❝t♦r✱ t❤❡ ♣r❡❢❡❝t ❛♥❞ t❤❡ ❝❛t❡❝❤✐st✳
✭❚❤❡ ❝❛t❡❝❤✐st ❛❧s♦ t❛❦❡s ❝❛r❡ ♦❢ t❤❡ s✐❝❦ ❜❛② ❢♦r ❜♦②s✳✮ ❇✉t ♦♥ ◆♦✈❡♠❜❡r ✶✻ t❤❡② ❝♦✉❧❞♥✬t
✏❛❣r❡❡ ♦♥ t❤✐♥❣s ♦r t❛❦❡ ❛ ❞❡❝✐s✐♦♥ ❜❡❝❛✉s❡ t❤❡ ❝❛t❡❝❤✐st r❡❢✉s❡❞ t♦ ❜❡ ♣r❡s❡♥t✳✑ ✾✻
❍♦✇ t❤✐♥❣s ❝♦♥t✐♥✉❡❞ r❡♠❛✐♥s ❛ s❡❝r❡t✳ ❋r ▲❛③③❡r♦ ❞✐❞ r❡♣♦rt t❤♦✉❣❤ ♦♥❧② ♦♥ t✇♦
♠♦r❡ ♠❡❡t✐♥❣s✳ ❚❤❛t ✇❛s ✐♥ ❉❡❝❡♠❜❡r t♦ s❛❢❡❣✉❛r❞ t❤❡ s♠♦♦t❤ ❝♦✉rs❡ ♦❢ t❤❡ ❈❤r✐st♠❛s
❝❡❧❡❜r❛t✐♦♥ ✐♥ t❤❡ ❇❛s✐❧✐❝❛ ♦❢ ▼❛r② ❍❡❧♣ ♦❢ ❈❤r✐st✐❛♥s✳ ❍❡ ♥♦t❡❞ t❤♦s❡ ♠❡❛s✉r❡s ✐♥
❛♥♦t❤❡r ❝♦♣②✲❜♦♦❦✱ t❤❡ s♦✲❝❛❧❧❡❞ ✏❉✐❛r②✑✳ ◆❡①t✱ ❛❜♦✉t ❤❛❧❢✇❛② t❤r♦✉❣❤ ❏❛♥✉❛r② ✶✽✽✹ ❤❡
♥♦t❡❞ t❤❛t ❉♦♥ ❇♦s❝♦ ❤❛❞ ❛ ♠❡❛s✉r❡ t❛❦❡♥ t❤❛t t❤❡ ②♦✉♥❣st❡rs ✇❡r❡ ♥♦ ❧♦♥❣❡r ❛❧❧♦✇❡❞
t♦ ❣♦ ♦✉ts✐❞❡ t♦ t❡❛❝❤ ❝❛t❡❝❤✐s♠ ♦r ❞♦ ❛♥② ♦t❤❡r s❡r✈✐❝❡s ❬✐♥ t❤❡ ♣❛r✐s❤❪✳✑ ✾✼ ❇✉t t❤❡
q✉❡st✐♦♥ r❡♠❛✐♥s ✇❤❡t❤❡r ●✳ ▲❛③③❡r♦ ❧✐❦❡❞ ✐t✳ ❚❤✐s q✉❡st✐♦♥ ❛r✐s❡s ❢r♦♠ t❤❡ ❝♦♥❝✐s❡♥❡ss
♦❢ ❤✐s ♥♦t❡s ❝♦♠♣❛r❡❞ ✇✐t❤ t❤❡ ❧❛r❣❡ ♦❜s❡r✈❛t✐♦♥s ✐♥ t❤❡ ▼❡♠♦r✐❡ ❇✐♦❣r❛✜❝❤❡ ❳❱■■✳ ❆t
t❤❡ ✐♥s✐st❡♥❝❡ ♦❢ s❡✈❡r❛❧ ❝♦♥❢r❡r❡s ❉♦♥ ❇♦s❝♦ ♠❛② ❤❛✈❡ ❥✉❞❣❡❞ t❤❛t ♦r❞❡r ❛♥❞ ❞✐s❝✐♣❧✐♥❡
❛♥❞ t❤❡ ❣❡♥❡r❛❧ s♣✐r✐t ✐♥ t❤❡ ❤♦✉s❡ s✉✛❡r❡❞ t♦♦ ♠✉❝❤ ❢r♦♠ t❤❡ ❛❝t✐✈✐t✐❡s ♦✉ts✐❞❡ ♦❢ t❤❡
❤♦✉s❡ ❛♥❞ t❤❡ ❛❜✉s❡s t❤❡② ❡♥t❛✐❧❡❞✳ ◆♦t ❛ s✐♥❣❧❡ ✇♦r❞ ❝❛♥ ❜❡ ❢♦✉♥❞ ♦♥ ❛ ♣♦ss✐❜❧❡ r❡❛❝t✐♦♥
♦❢ ②♦✉♥❣ ♣❡♦♣❧❡ t❤❡♠s❡❧✈❡s✳
■♥ t❤❡ s❛♠❡ ❵❉✐❛r②✬ ▲❛③③❡r♦ ✇r♦t❡ ❞♦✇♥ ❧❛r❣❡❧② t❤❡ ♠❛✐♥ ❛s♣❡❝ts ♦❢ t❤❡ ❝❡❧❡❜r❛t✐♦♥
♦❢ ❙t ❋r❛♥❝✐s ❞❡ ❙❛❧❡s✳ ❖♥ ✷✾ ❏❛♥✉❛r② ✶✽✽✹ ❤❡ ❡①♣r❡ss❡❞ ❤✐s ♣❛rt✐❝✉❧❛r s❛t✐s❢❛❝t✐♦♥✿
✏❆❝t✉❛❧❧② ✐t ✇❛s ♦♥❡ ♦❢ t❤❡ ♥✐❝❡st✱ ♥♦t t♦ s❛② t❤❡ ♥✐❝❡st ❝❡❧❡❜r❛t✐♦♥ ♦❢ ❛❧❧ t❤♦s❡ t❤❛t t♦♦❦
♣❧❛❝❡ ✐♥ t❤❡ ❖r❛t♦r② ✐♥ t❤❡ ♣❛st✳✑ ❚❤❛t ✇❛s ❞✉❡ t♦ ✏❜♦t❤ t❤❡ q✉❛❧✐t② ♦❢ t❤❡ ♣❡♦♣❧❡ t❛❦✐♥❣
♣❛rt ❛♥❞ t❤❡ ❣r❡❛t t✐♠❡ s❝❤❡❞✉❧❡ ♦❢ t❤❡ ❞❛② ✇❤✐❝❤ ✇❛s ❢♦❧❧♦✇❡❞ str✐❝t❧② ❛❧❧ ❞❛② ❧♦♥❣
✐♥❝❧✉❞✐♥❣ t❤❡ t❤❡❛tr❡ ♣❡r❢♦r♠❛♥❝❡✳ ■t ❢❡❛t✉r❡❞ t❤❡ ♣r❡s❡♥❝❡ ♦❢ ❍✐s ❊♠✐♥❡♥❝❡ ❈❛r❞✐♥❛❧
❆❧✐♠♦♥❞❛ ❬t❤❡ ♥❡✇ ❛r❝❤❜✐s❤♦♣ ♦❢ ❚✉r✐♥❪ ❛♥❞ ✐t ❡♥❞❡❞ ♣✉♥❝t✉❛❧❧② ❛t ✽ ♣✳♠✳ ❚❤❡ t❤❡❛tr❡
♣❧❛② ❚♦♥✐✱ t❤❡ s✐♥❣✐♥❣ ♣❡r❢♦r♠❛♥❝❡ ♦❢ ❚❤❡ ❈❤♦✐r ♦❢ t❤❡ Pr✐s♦♥❡rs ♦❢ ❊❞✐♥❜✉r❣❤ ✜♥✐s❤✐♥❣
✾✹■♥ ❛ ✈❡rs✐♦♥ ♦❢ t❤❡ ❘❡❣✉❧❛t✐♦♥s ✐♥ ✶✽✺✷ ❛ ❙t✉❞② ❈♦✉♥❝✐❧❧♦r ✇❛s ♥♦t ♠❡♥t✐♦♥❡❞ ❛t ❛❧❧ ✭▼❇ ■❱✱ ♣✳ ✺✹✸ ❡♥
♣♣✳ ✼✸✺✲✼✺✺❀ ❊▼❇ ■❱✱ ♣♣✳ ✸✼✼✲✸✼✽ ❛♥❞ ♣♣✳ ✺✹✷✲✺✺✾✮✳ ■♥ t❤❡ ✈❡rs✐♦♥ ♦❢ ✶✽✼✼ t❤❡ ❙t✉❞② ❈♦✉♥❝✐❧♦r✬s
t❛s❦ ✇❛s ✏❚♦ ♦r❣❛♥✐③❡ ❛♥❞ t❛❦❡ ❝❛r❡ ♦❢ ❡✈❡r②t❤✐♥❣ t❡❛❝❤❡rs ❛♥❞ ♣✉♣✐❧s ❝♦✉❧❞ ♥❡❡❞ ❢♦r t❤❡ ❧❡ss♦♥s ❛♥❞
st✉❞②✳✑ ✭❖❊ ❳❳■❳ ❬✶✷✼✴✶✳❪✮ ❖♥❡ ♦❢ t❤❡ ❝♦♥❝❧✉s✐♦♥s ❛t t❤❡ ❛♥♥✉❛❧ ❝♦♥❢❡r❡♥❝❡ ♦❢ r❡❝t♦rs ✐♥ ❏❛♥✉❛r②
♦r ❋❡❜r✉❛r② ✶✽✼✽ ✇❡♥t ❛s ❢♦❧❧♦✇s✿ ✏❉✐s❝✐♣❧✐♥❡ ❛t s❝❤♦♦❧✱ r❡❝r❡❛t✐♦♥ t✐♠❡ ❛♥❞ ❡✈❡r②t❤✐♥❣ ❝♦♥❝❡r♥❡❞
✇✐t❤ ❣♦♦❞ ♦r❞❡r✱ t❤❡ ✇❛❧❦ ❛♥❞ s✐♠✐❧❛r t❤✐♥❣s ❞❡♣❡♥❞ ♦♥ t❤❡ ❙t✉❞✐❡s ❈♦✉♥❝✐❧❧♦r✳✑ ✭P❘❊▲▲❊❩❖✱ ❏✳▼✳✱
❱❛❧❞♦❝❝♦✳ ✳ ✳ ✱ ♣✳ ✷✺✾✴❢♦♦t♥♦t❡ ❣♦✐♥❣ ✇✐t❤ t❤❡ ❧✐♥❡s ✼✶✸✲✼✶✹✮✳
✾✺P❘❊▲▲❊❩❖✱ ❏✳▼✳✱ ❱❛❧❞♦❝❝♦✳ ✳ ✳ ✱ ♣✳ ✷✺✾✴✼✶✽✲✼✷✶✳
✾✻■❜✐❞✳✱ ♣✳ ✷✺✾✴✼✸✵✲✼✸✸✳
✾✼■❜✐❞✳✱ ♣✳ ✷✻✵ ❛♥❞ ♣✳ ✽✻✴✶✷✺✾✲✶✷✽✶✳❋♦r♠❡r❧② s✐♠✐❧❛r ♠✐ss✐♦♥s ♦✉ts✐❞❡ ✇❡r❡ q✉✐t❡ ✉s✉❛❧✳
❙❡❡ ✐❜✐❞✳✱ ♣✳
✷✹✵✴✷✵✼ ❛♥❞ ♣✳ ✷✺✻✴✻✺✶✳ ❆♥ ❡❝❤♦ ✐♥ ▼❇ ❳❱■■✱ ♣✳ ✶✽✼❀ ❊▼❇ ❳❱■■✱ ♣✳✶✻✸✳ ❈❢✳ ❢♦♦t♥♦t❡ ✸✶✳
✹✵

5 Pages 41-50

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5.1 Page 41

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❚❤❡ ❈❤♦✐r ♦❢ t❤❡ ▲✉♥❛t✐❝s ✇✐t❤
✇❡r❡ ♣r♦❣r❛♠♠❡❞✳✑ ✾✽ ❊✈❡r②❜♦❞② ❢❡❧t ✐t ❤❛❞ ❜❡❡♥ ❛ ❥♦②❢✉❧
❛♥❞ r❡❧❛①❡❞ ❞❛②✳ ❚❤❡r❡ ✇❡r❡ ❞✐✛❡r❡♥t r❡❛s♦♥s ❢♦r ✐ts s✉❝❝❡ss✱ ❜✉t ♥♦ ❞♦✉❜t t❤❡ ❝❤✐❡❢ ♦♥❡
✇❛s t❤❡ ❡♥❥♦②❛❜❧❡ s❤♦✇ ♦❢ ❛ t❡rr✐✜❝ ❝♦✲♦♣❡r❛t✐♦♥ ❜❡t✇❡❡♥ t❤❡ t❡❛❝❤❡rs✲❡❞✉❝❛t♦rs ❛♥❞ t❤❡
②♦✉♥❣st❡rs t♦ ♣r❡s❡♥t ❛ ❝❡❧❡❜r❛t✐♦♥ t❤❛t ✇♦✉❧❞ st✐❝❦ ✐♥ ♣❡♦♣❧❡✬s ♠❡♠♦r✐❡s ❢♦r ❛ ❧♦♥❣ t✐♠❡✳
❆❢t❡r t❤♦s❡ ♥♦t❡s ✇r✐tt❡♥ ❛t t❤❡ ❡♥❞ ♦❢ ❏❛♥✉❛r② ▲❛③③❡r♦ ❞✐❞ ♥♦t ❛❞❞ ❛♥②t❤✐♥❣ ♠♦r❡
t❤❛t s❝❤♦♦❧ ②❡❛r✱ ♥❡✐t❤❡r ✐♥ t❤❡ ❵❉✐❛r②✬ ♥♦r ✐♥ t❤❡ ❝♦♣②✲❜♦♦❦ ✇✐t❤ r❡♣♦rts ♦❢ t❤❡ ♠❡❡t✐♥❣s✳
❍❡ ♣✐❝❦❡❞ ✉♣ ✇r✐t✐♥❣ ❛❣❛✐♥ ♦♥❧② ✐♥ ❖❝t♦❜❡r ✶✽✽✹✳ ❚❤❛t ✐s q✉✐t❡ s♦♠❡ t✐♠❡ ❛❢t❡r t❤❡ ❧❡tt❡r
♦❢ ▼❛② ✶✵✱ ✇❤✐❝❤ ❉♦♥ ❇♦s❝♦ ✇❛♥t❡❞ t♦ ❜❡ ✇r✐tt❡♥ t♦ t❤❡ ❱❛❧❞♦❝❝♦ ❜♦②s✳ ❙♦ ❋r ▲❛③③❡r♦
❛❝t✉❛❧❧② st❛rt❡❞ t♦ ✇r✐t❡ ❛❣❛✐♥ ❛t t❤❡ ❜❡❣✐♥♥✐♥❣ ♦❢ t❤❡ s❝❤♦♦❧ ②❡❛r ✶✽✽✹✲✶✽✽✺✳
❲❡ ❛r❡ ❧❡❢t ✐♥ t❤❡ ❞❛r❦ ❛❜♦✉t t❤❡ r❡❛s♦♥s ♦❢ ❤✐s ✐♥❛❝t✐✈✐t②✳ ◆♦t ♦♥❧② ❞✐❞ ❤❡ ❤❛✈❡
♠✉❝❤ ✇♦r❦ ✇✐t❤ t❤❡ ❞❡♠❛♥❞✐♥❣ ❣❡♥❡r❛❧ ♠❛♥❛❣❡♠❡♥t ♦❢ t❤❡ ❖r❛t♦r②✱ ❜✉t ❤❡ ♠❛② ❛❧s♦
❤❛✈❡ s♣❡♥t ❛ ❧♦t ♦❢ ❤✐s t✐♠❡ ❛♥❞ ❡♥❡r❣② ♦♥ ❤✐s r❡s♣♦♥s✐❜❧❡ ♠❡♠❜❡rs❤✐♣ ♦❢ t❤❡ ❙✉♣❡r✐♦r
❈❤❛♣t❡r✳ ❙❡✈❡r❛❧ ❝✐r❝✉♠st❛♥❝❡s ❛❧s♦ ❝♦♥t✐♥✉❡❞ t♦ ♣r❡♦❝❝✉♣② t❤❡ s✉♣❡r✐♦rs ✐♥ ❚✉r✐♥✳
❆♠♦♥❣ t❤❡♠ t❤❡r❡ ✇❛s t❤❡ ❛❧❛r♠✐♥❣ ❤❡❛❧t❤ ❝♦♥❞✐t✐♦♥ ♦❢ ❉♦♥ ❇♦s❝♦ ✐♥ ❏❛♥✉❛r② ❛♥❞
❋❡❜r✉❛r②✳ ❚❤❡r❡ ✇❛s ❛❧s♦ t❤❡ t♦✉❣❤ ❥♦✉r♥❡② t❤r♦✉❣❤ ▲✐❣✉r✐❛ t♦ ❋r❛♥❝❡ ✇✐t❤ ❡①❤❛✉st✐♥❣
❝♦♥t❛❝ts ❛♥❞ s❡r♠♦♥s ❜② t❤❡ s✐❝❦ ❛♥❞ s✉✛❡r✐♥❣ ❢♦✉♥❞❡r ❛♥❞ s✉❜s❡q✉❡♥t❧② ✇✐t❤♦✉t ❛♥②
st♦♣ ♦r r❡st ❤❡ ✇❡♥t ♦♥ ❢r♦♠ ❋r❛♥❝❡ ❜❛❝❦ t♦ ▲✐❣✉r✐❛ ❛♥❞ ♦♥ t♦ ❘♦♠❡ ✐♥ ❙♣r✐♥❣ ✶✽✽✹✳✾✾
▼♦r❡ t❤❛♥ ❛♥②t❤✐♥❣ ❡❧s❡ ❋r ▲❛③③❡r♦ ♠✐ss❡❞ t❤❡ ♣r❡s❡♥❝❡ ❛♥❞ s✉♣♣♦rt ♦❢ ❉♦♥ ❇♦s❝♦
✐♥ t❤❡ ❝♦✉rs❡ ♦❢ t❤♦s❡ ❧♦♥❣ ♠♦♥t❤s✳ ❲❤✐❧❡ st❛②✐♥❣ ❛ ♥✉♠❜❡r ♦❢ ✇❡❡❦s ✐♥ ❘♦♠❡✱ ❉♦♥
❇♦s❝♦ ♦♥❧② s❡❧❞♦♠ ✇r♦t❡ ❛♥❞ ❛s ❛ ♠❛tt❡r ♦❢ ❢❛❝t ♦♥❧② ♦♥❝❡ ✐♥ ❤✐s ♦✇♥ ❤❛♥❞✇r✐t✐♥❣ t♦
❋r ▲❛③③❡r♦✳ ❚❤❛t s❤♦rt ❧❡tt❡r ✐s ❞❛t❡❞ ❆♣r✐❧ ✷✸✱ ✶✽✽✹✳ ❋r♦♠ t❤❡ ❧❡tt❡r✬s ❝♦♥t❡♥t ✇❡ ❝❛♥
❞❡r✐✈❡ ❛ ❢❡✇ ✐ss✉❡s ♦❢ ❝❤❛♥❣✐♥❣ ♣❤②s✐❝❛❧ ♣❛✐♥ ❛♥❞ ♣s②❝❤♦❧♦❣✐❝❛❧ ♣r❡ss✉r❡ t❤❛t ♣r❡♦❝❝✉♣✐❡❞
❤✐♠ ✐♥ ❘♦♠❡✿ ✏❑✐♥❞❧② t❡❧❧ ♦✉r ❜❡❧♦✈❡❞ ❝♦♥❢r❡r❡s ❛♥❞ ❞❡❛r ❜♦②s ♦❢ t❤❡ ❤♦✉s❡ t❤❛t ♠②
❤❡❛❧t❤ ❤❛s ❜❡❡♥ ✐♠♣r♦✈✐♥❣ r❡♠❛r❦❛❜❧②✱ ❡s♣❡❝✐❛❧❧② ✐♥ t❤❡ ❧❛st t✇♦ ❞❛②s✳ ❚❤❛t ✐s ✇❤②
✉♣♦♥ ♠② r❡t✉r♥ ■ ✇✐s❤ t♦ ❤❛✈❡ ❛ ♥✐❝❡ ❝❡❧❡❜r❛t✐♦♥ ✐♥ t❤❡ ❝❤✉r❝❤ t♦ t❤❛♥❦ ♦✉r ▼❛❞♦♥♥❛
❢♦r t❤❡ ✐♥♥✉♠❡r❛❜❧❡ ❣r❛❝❡s s❤❡ ❤❛s ❜❡st♦✇❡❞ ♦♥ ✉s✱ ❛♥❞ ❛❧s♦ ✐♥ t❤❡ r❡❢❡❝t♦r② t♦ ❞r✐✈❡
❛✇❛② ❛❧❧ ♠❡❧❛♥❝❤♦❧② ❛♥❞ t♦ r❡❥♦✐❝❡ ✐♥ t❤❡ ▲♦r❞✳✑ ✶✵✵ ❚❤✐s ✇❛s ❤✐s ♦✇♥ ✇❛② ♦❢ ♣✉tt✐♥❣
t❤❡ ❱❛❧❞♦❝❝♦ r❡❝t♦r ❛t ❡❛s❡ ❛♥❞ ❛t t❤❡ s❛♠❡ t✐♠❡ ❣✐✈✐♥❣ ❤✐♠ ❛ ❝♦✉♣❧❡ ♦❢ ✐♥str✉❝t✐♦♥s
❢♦r ❛ ♥✐❝❡ ❝❡❧❡❜r❛t✐♦♥ ♦♥ ▼❛② ✷✹✱ t❤❡ ❢❡st✐✈❡ ❞❛② ♦❢ ▼❛r② ❍❡❧♣ ♦❢ ❈❤r✐st✐❛♥s✳ ❆t t❤❛t
♠♦♠❡♥t ❉♦♥ ❇♦s❝♦ ❞✐❞ ♥♦t ❛❧❧✉❞❡ ❛t ❛❧❧ t♦ ❤✐s ✐♥t❡♥t✐♦♥ ♦❢ ✇r✐t✐♥❣ ❛ ❧❡tt❡r t♦ t❤❡ ❜♦②s
♦r t♦ t❤❡ ❙❛❧❡s✐❛♥s✳ ■t s✉✣❝❡❞ ❢♦r ❋r ▲❛③③❡r♦ t♦ ❜r✐♥❣ t❤❡ ❣♦♦❞ ♥❡✇s ♦♥ ❉♦♥ ❇♦s❝♦✬s
❤❡❛❧t❤ t♦ t❤❡ ❜♦②s ❛♥❞ t♦ t❛❦❡ ❝❛r❡ ♦❢ ♦r❣❛♥✐③✐♥❣ ❛ ❝❡❧❡❜r❛t✐♦♥ ✐♥ t❤❡ r❡❢❡❝t♦r② s♦ ❛s t♦
✏❞r✐✈❡ ❛✇❛② ❛❧❧ ♠❡❧❛♥❝❤♦❧②✑✳ ❚❤❡ ✇♦r❞ ❵♠❡❧❛♥❝❤♦❧②✬ s❡❡♠s t♦ ❛♥♥♦✉♥❝❡ t❤❡ ✜rst ❧✐♥❡ ♦❢
t❤❡ ♥♦t❡s ♦❢ ♠❛♥✉s❝r✐♣t ✳ ❚❤❡ ❧❛tt❡r r✉♥s ❛s ❢♦❧❧♦✇s✿ ✏❲❤② s♦ ♠✉❝❤ ❜♦r❡❞♦♠ ❛♥❞ s♦
♠✉❝❤ ❧✐st❧❡ss♥❡ss❄✑ ✶✵✶
■♥ ❛♥② ❝❛s❡ t❤❡ s❡❝♦♥❞ ✐♥str✉❝t✐♦♥ t♦ ❋r ▲❛③③❡r♦ s❤♦✇s ❤✐s ❣r❡❛t ♣r❡♦❝❝✉♣❛t✐♦♥ ✇✐t❤ ❤✐s
✾✽
P❘❊▲▲❊❩❖✱
❏✳▼✳✱ ❱❛❧❞♦❝❝♦✳ ✳ ✳ ✱ ♣✳
✽✻✴✶✷✽✷ ❡♥
♣✳
✽✾✴✶✸✺✼✲✶✸✻✷✳
❙❡❡ ❛❧s♦ ▼❇
❳❱■■✱
♣♣✳
✷✷✲✷✹❀
❊▼❇
❳❱■■✱ ♣♣✳ ✽✲✶✵✳ ❆t t❤❛t ❞❛② ❉♦♥ ❇♦s❝♦ ❛♥❞ ❤✐s ❝❧♦s❡st ❝♦✲✇♦r❦❡rs ❝♦✉❧❞ r❡❥♦✐❝❡ ♣❛rt✐❝✉❧❛r❧② ❛t t❤❡
❣♦♦❞ ✇✐❧❧ ❛♥❞ t❤❡ ❛r❝❤❜✐s❤♦♣✬s ✐♥t❡r❡st ♠❡❡t✐♥❣ ❉♦♥ ❇♦s❝♦✬s ♥❡❡❞s ❛❢t❡r s♦ ♠❛♥② ②❡❛rs ❞✉r✐♥❣ ✇❤✐❝❤
t❤❡② ❤❛❞ ❜❡❡♥ ♦♥ str❛✐♥❡❞ t❡r♠s ✇✐t❤ ❤✐s ♣r❡❞❡❝❡ss♦r✱ ▼♦♥s✐❣♥♦r ●❛st❛❧❞✐✳
✾✾
❈❢✳ ❆♠♦♥❣ ♦t❤❡r ✐t❡♠s ▼❇ ❳❱■■✱ ♣♣✳ ✷✵✻✲✷✵✼❀ ❊▼❇ ❳❱■■✱ ♣♣✳ ✶✽✸✲✶✽✹✳
✶✵✵
■❱✱
♣✳
✷✺✻✳
▼❇
❳❱■■✱
♣✳
✶✶✺❀
❊▼❇
❳❱■■✱
♣✳
✾✺
✭r❡✲tr❛♥s❧❛t❡❞✮✳
❈❢✳
❈♦♥st✐t✉t✐♦♥s✳ ✳ ✳
♣✳
✷✻✹✳
✶✵✶
▼❛♥✉s❝r✐♣t
✐♥ ❇■❊❙▼❆◆❙✱ ❘✳✱ ❉❡ ❜r✐❡❢ ✉✐t ❘♦♠❡ ❛❛♥ ❞❡ ❥♦♥❣❡♥s✳ ✳ ✳ ✱ ♣✳✽✼✳
❙✉ss✐❞✐♦
♦r ❆✉①✐❧✐❛r②
❜♦♦❦❧❡t ♣✳ ✽✳
✹✶

5.2 Page 42

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❢❛✈♦✉r✐t❡ ✐♥st✐t✉t✐♦♥✱ t❤❡ ❖r❛t♦r② ✐♥ ❚✉r✐♥✳ ❚❤❡r❡ ✐s ♥♦ ❞♦✉❜t ✇❤❛ts♦❡✈❡r ❉♦♥ ❇♦s❝♦✬s
♠✐♥❞ ✇❛s ♠❛✐♥❧② ❜✉s② ✇✐t❤ ✇❤❛t ✇❛s ❣♦✐♥❣ ♦♥ ✐♥ ❱❛❧❞♦❝❝♦ ❞✉r✐♥❣ ❤✐s ❞❛②s ✐♥ ❘♦♠❡✳
❍✐s ♣r❡♦❝❝✉♣❛t✐♦♥ ♠✉st ❡✈❡♥ ❤❛✈❡ ✐♥❝r❡❛s❡❞ ❛❢t❡r ❇✉③③❡tt✐ ❤❛❞ ❛rr✐✈❡❞ ✐♥ ❘♦♠❡ ❛♥❞ ❤❛❞
t❛❧❦❡❞ t♦ ❉♦♥ ❇♦s❝♦✳✶✵✷ ❍♦✇❡✈❡r✱ ❉♦♥ ❇♦s❝♦ ❞✐❞ ♥♦t ♠❛♥❛❣❡ t♦ ♦✛❡r ❛♥② ♠❡❛♥s ♦❢ ❤❡❧♣
❢♦r ❋r ▲❛③❡rr♦ t♦ ✐♠♣r♦✈❡ t❤❡ ❣❡♥❡r❛❧ ❛t♠♦s♣❤❡r❡ ♦r t♦ ✐♥❝✐t❡ ❋r ▲❛③③❡r♦ ♣♦ss✐❜❧② ❞❡❛❧✐♥❣
✇✐t❤ t❤✐♥❣s ✐♥ ❛ ♠♦r❡ ❞❡t❡r♠✐♥❡❞ ❛♥❞ str✐❝t❡r ✇❛②✳
❖♥ t❤❡ ♦t❤❡r ❤❛♥❞ t❤❡ s✐t✉❛t✐♦♥ ✐♥ t❤❡ ❖r❛t♦r② ♠✉st ❤❛✈❡ ❦❡♣t ❤✐s ♠✐♥❞ s♦ ✐♥t❡♥s❡❧②
❜✉s② t❤❛t ❤✐s s❡❝r❡t❛r②✱ ❋r ▲❡♠♦②♥❡✱ ♦♥ ❤✐s ✇❛② t♦ ❘♦♠❡ ✇r♦t❡ t♦ ❛ ❝♦♥❢r❡r❡ ✐♥ ❚✉r✐♥ ♦♥
❆♣r✐❧ ✽ ✶✽✽✹✿ ✏❖✉r ❜❡❧♦✈❡❞ ❢❛t❤❡r ❝❛♥♥♦t s♣❡❛❦ ✇✐t❤♦✉t ♠❡♥t✐♦♥✐♥❣ t❤❡ ❤❡r♦✐❝ t✐♠❡s ♦❢
t❤❡ ❖r❛t♦r②✳✑ ✶✵✸ ❆t t❤❛t ♠♦♠❡♥t ❉♦♥ ❇♦s❝♦ ❤❛❞ ♣❧❡♥t② ♦❢ t✐♠❡ t♦ ❞✐s❝✉ss t❤✐♥❣s ✇✐t❤
❤✐s s❡❝r❡t❛r②✱ ♣❡r❤❛♣s ♠♦r❡ t❤❛♥ ❤❡ ❧✐❦❡❞ t♦✳ ❍❡ ❤❛❞ ✐♥❞❡❡❞ t♦ ✇❛✐t ❢♦r ❞❛②s ❜❡❢♦r❡ ❤❡
✇❛s ❛❧❧♦✇❡❞ ❛♥ ❛✉❞✐❡♥❝❡ ✇✐t❤ t❤❡ ♣♦♣❡✳ ❍❡ ❝♦✉❧❞ ♣❛② ♦♥❧② ❢❡✇ ✈✐s✐ts ❛s ✇❛❧❦✐♥❣ ✇❛s
♣r♦❜❧❡♠❛t✐❝ ❛♥❞ ❤❡ ✇❛s s✉❜❥❡❝t t♦ s✉❞❞❡♥ ♥❛✉s❡❛s✳ ❍❡ s✉✛❡r❡❞ ❢r♦♠ t❤❡ ❧✐✈❡r ❛♥❞ ❤✐s
❡②❡ ✇❛s ✐♥✢❛♠❡❞✳ ■❢ ❛t ♥✐❣❤t ❤❡ ✇❛♥t❡❞ t♦ t❛❦❡ ❛ ❜r❡❛t❤ ♦❢ ❢r❡s❤ ❛✐r✱ ❤❡ ❝♦✉❧❞ ♦♥❧② ❣♦ ♦✉t
❧❡❛♥✐♥❣ ♦♥ ❋r ▲❡♠♦②♥❡✬s ❛r♠✳✶✵✹ ■♥ t❤♦s❡ ❝✐r❝✉♠st❛♥❝❡s ✐t ✐s ❡❛s✐❧② ❝♦♠♣r❡❤❡♥s✐❜❧❡ ❤❡
❡♥tr✉st❡❞ t♦ ❋r ▲❡♠♦②♥❡ s♦♠❡ ♣❛ss✐♥❣ t❤♦✉❣❤ts✱ ✇❤✐❝❤ ❤❡ ✇♦✉❧❞ ♠♦✉❧❞ ✐♥t♦ ❛ ❧❡tt❡r t♦
t❤❡ ❱❛❧❞♦❝❝♦ ❜♦②s ❧❛t❡r✳ ❆t t❤❡ ❡♥❞ ♦❢ t❤♦s❡ ♥♦t❡s ✐♥ ♠❛♥✉s❝r✐♣t ❆✱ ✇❡ ❞❡t❡❝t❡❞✱ ❤♦✇❡✈❡r✱
t❤r❡❡ ✐t❡♠s ❝♦♥❝❡r♥✐♥❣ t❤❡ ❙❛❧❡s✐❛♥s t❤❡♠s❡❧✈❡s✱ ✐✳❡✳ ✭✶✮ t❤❡ ❵s❡♥s❡ ♦❢ ♠♦r❛❧ ❞✉t②✬✱ ✇❤✐❝❤
♠❡❛♥s ♦♥❡ s❤♦✉❧❞ r❡♣♦rt s♦♠❡ ✇❡❧❧✲❞❡✜♥❡❞ ♠❛tt❡rs t♦ t❤❡ s✉♣❡r✐♦r✱ ✭✷✮ ❥❡❛❧♦✉s②✳✶✵✺ ■t
s❤♦✇s ✐♠♣❡r❢❡❝t✐♦♥s ♦❢ t❤❡ ❝♦♥❢r❡r❡s ✇❡✐❣❤❡❞ ♦♥ ❤✐♠✳ ▼❛②❜❡ ❤❡ ✇❛s t❤✐♥❦✐♥❣ ♦❢ ❝❛❧❧✐♥❣
t❤❡♠ t♦ ♦r❞❡r ❛♥❞ r❡♠✐♥❞✐♥❣ t❤❡♠ ♦❢ t❤❡ s❡❝♦♥❞ ❛♥❞ ❢♦✉rt❤ ❝♦♥❝❧✉s✐♦♥ ♦❢ t❤❡ ❚❤✐r❞
●❡♥❡r❛❧ ❈❤❛♣t❡r✳ ❍♦✇❡✈❡r✱ t❤❛t s❡❡♠❡❞ ❧❡ss ✉r❣❡♥t t♦ ❤✐♠ t❤❛♥ ❛ ✇r✐tt❡♥ ❝♦♥t❛❝t ✇✐t❤
t❤❡ ❜♦②s✳
❈♦♥❝❧✉❞✐♥❣ s✉♠♠❛r②
❆t t❤❡ ❖r❛t♦r② ❛♥❞ ✐♥ ♦t❤❡r ❤♦✉s❡s✱ ✏♣❛rt✐❝✉❧❛r❧② ✐♥ t❤❡ s❝❤♦♦❧s✑ ❛❝❝♦r❞✐♥❣ t♦ ❉♦♥ ❇♦s❝♦
❤✐♠s❡❧❢✱ ❞❛✐❧② ❧✐❢❡ ✇❛s ❡①♣❡r✐❡♥❝✐♥❣ ✐ts ✉♣s ❛♥❞ ❞♦✇♥s ❞✉r✐♥❣ t❤❡ ♣❡r✐♦❞ ♦❢ ❙❡♣t❡♠❜❡r✲
❖❝t♦❜❡r ✶✽✼✾ ✉♥t✐❧ ▼❛② ✶✽✽✹✳ ■t ✐s ❛ ❝❤❛♥❣✐♥❣ s❡q✉❡♥❝❡ ♦❢ ❥♦②✱ ❡♥t❤✉s✐❛s♠✱ ❤❛♣♣✐♥❡ss✱
s❛❞♥❡ss✱ ♠❡❧❛♥❝❤♦❧② ❛♥❞ ❞✐ss❛t✐s❢❛❝t✐♦♥✳ ❚✉r❜✉❧❡♥t ❞❛②s ♦❢ ✉♥r❡st✱ ✐rr✐t❛t✐♦♥✱ ✉♥✇✐❧❧✐♥❣✲
♥❡ss ❛♥❞ ❢r✐❝t✐♦♥ ✐♥t❡r❢❡r❡❞ ✇✐t❤ q✉✐❡t✱ ♣❡❛❝❡❢✉❧✱ ❛❧♠♦st r♦✉t✐♥❡✲❧✐❦❡ ♣❡r✐♦❞s✳ ❙✉♣❡r✐♦rs
❛♥❞ ❜♦②s ❧✐✈❡ t❤r♦✉❣❤ ❜♦t❤ s✉♥✲❝❧❛❞✱ ✉♥❢♦r❣❡tt❛❜❧❡ ❛♥❞ s✉❝❝❡ss❢✉❧ ❞❛②s ❛♥❞ t✐♠❡s ♦❢
s❤❛❞♦✇✱ ♠✐s❢♦rt✉♥❡ ❛♥❞ ♠❛❧❛✐s❡✳ ❚❤❡② ❝❛♥ ❡♥❥♦② ❜r✐❧❧✐❛♥t s❝❤♦♦❧ r❡s✉❧ts✱ ♠❛ss✐✈❡ ❛t✲
t❡♥❞❛♥❝❡ ♦❢ t❤❡❛tr❡ s❤♦✇s ❛♥❞ ♠❛❣♥✐✜❝❡♥t r❡❧✐❣✐♦✉s ❝❡❧❡❜r❛t✐♦♥s✱ ♦♥❡ ♦❢ t❤❡♠ t❤❡ ♠♦st
✶✵✷❙❡❡ ❢♦♦t♥♦t❡s ✶✹✱ ✶✺ ✐♥ t❤✐s ❝❤❛♣t❡r ❛♥❞ ✹✽ ✐♥ t❤❡ t❤✐r❞ ❝❤❛♣t❡r ♦❢ t❤✐s st✉❞②✳
✶✵✸❇❘❆■❉❖✱ P✳✱ ❉♦♥ ❇♦s❝♦ ❡❞✉❝❛t♦r❡✳ ✳ ✳ ✱ ♣✳ ✸✺✹❀ ❇■❊❙▼❆◆❙✱ ❘✳✱ ❉❡ ❜r✐❡❢ ✉✐t ❘♦♠❡ ❛❛♥ ❞❡ ❥♦♥❣❡♥s✳ ✳ ✳
♣✳ ✸✾✳ ■♥ t❤✐s ♣❡r✐♦❞ ✐t ❛♣♣❡❛rs ❉♦♥ ❇♦s❝♦ s♣♦❦❡ ❡❛s✐❧② ❛❜♦✉t t❤❡ ♣❛st✳ ■t ❛❧s♦ s❤♦✇s ❢r♦♠ t❤✐s
♥♦t❡ ✐♥ t❤❡ ▼❡♠♦r✐❡ ❇✐♦❣r❛✜❝❤❡✿ ✏❉✉r✐♥❣ ❤✐s s♣❛r❡ t✐♠❡✱ t❤❡ s❡r✈❛♥t ♦❢ ●♦❞ s♦✉❣❤t r❡❧❛①❛t✐♦♥ ❜②
r❡♠✐♥✐s❝✐♥❣ ♦✈❡r ♦❧❞ t✐♠❡s✳ ❖♥ t❤❡ ✽t❤ ❬♦❢ ❆♣r✐❧●✳❇✳ ▲❡♠♦②♥❡ ✇r♦t❡ t♦ ●✳ ❇♦♥❡tt✐✿ ✏❖✉r ❜❡❧♦✈❡❞
❢❛t❤❡r ❝❛♥♥♦t t❛❧❦ ❛❜♦✉t ❛♥②t❤✐♥❣ ✇✐t❤♦✉t r❡❝❛❧❧✐♥❣ t❤❡ ❤❡r♦✐❝ ❞❛②s ♦❢ t❤❡ ❖r❛t♦r②✑ ✭▼❇ ❳❱■■✱ ♣✳
✻✻❀ ❊▼❇ ❳❱■■✱ ♣✳ ✹✻✮✳
✶✵✹▼❇ ❳❱■■✱ ♣♣✳ ✽✵✱ ✽✹✱ ✽✾❀ ❊▼❇ ❳❱■■✱ ♣♣✳ ✺✾✲✻✵✱ ✻✸✱ ✻✼✲✻✽✳
✶✵✺❇❘❆■❉❖✱ P✳✱ ▲❛ ❧❡tt❡r❛ ❞✐ ❉♦♥ ❇♦s❝♦ ❞❛ ❘♦♠❛ ❞❡❧ ✶✵ ♠❛❣❣✐♦ ✶✽✽✹✱ ❘♦♠❡✱ ▲❆❙✱ ✶✽✽✹✱ ♣✳ ✸✹✳
❇■❊❙▼❆◆❙✱ ❘✳✱ ❉❡ ❜r✐❡❢ ✉✐t ❘♦♠❡ ❛❛♥ ❞❡ ❥♦♥❣❡♥s✳ ✳ ✳ ✱ ♣♣✳ ✶✵✸ ❛♥❞ ✶✵✼✳ ❙✉ss✐❞✐♦ ♦r ❆✉①✐❧✐❛r②
❜♦♦❦❧❡t ♣✳ ✷✸ ❛♥❞ ♣✳ ✷✶ ✭❝♦❧✉♠♥ ❆✮✳
✹✷

5.3 Page 43

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❡♥❝❤❛♥t✐♥❣ ♦♥❡ ❡✈❡r✳ ❚❤❡② ❝❛♥ ❡♥❥♦② ❛♥❞ t❛❦❡ ♣r✐❞❡ ✐♥ ❛♥ ✐❞✐♦s②♥❝r❛t✐❝ st②❧❡ ♦❢ ❣♦♦❞
s♣✐r✐t✱ ✇❤✐❝❤ t❤❡② ♦✇❡ t♦ ✏t❤❡ ✐♠♣❧❡♠❡♥t❛t✐♦♥ ♦❢ ❛ s♣❡❝✐❛❧ s②st❡♠ ♦❢ ❞✐s❝✐♣❧✐♥❡✑✱ ✐✳❡✳ t♦ ✏♦✉r
❡❞✉❝❛t✐♦♥❛❧ s②st❡♠✳✑ ✶✵✻ ❖♥ t❤❡ ♦t❤❡r ❤❛♥❞✱ ❤♦✇❡✈❡r✱ t❤❡② ♠✉st ❤❡❛r ❢r♦♠ ❉♦♥ ❇♦s❝♦✬s
♦✇♥ ❧✐♣s t❤❛t t❤❡ ♣❛rt✐❝✉❧❛r s♣✐r✐t✱ t❤❡ s♣✐r✐t ♦❢ ❙t ❋r❛♥❝✐s ❞❡ ❙❛❧❡s ❛♥❞ ♦❢ ❤✐♠s❡❧❢✱ ✐s
✇❡❛❦❡♥✐♥❣✱ t❛r♥✐s❤❡❞ ❛♥❞ ❢❛❞✐♥❣ ❛✇❛② ✐♥ s✉❝❤ ❛ ✇❛② t❤❛t t❤❡✐r ❤♦✉s❡s✱ ♠♦r❡ ♣❛rt✐❝✉❧❛r❧②
t❤❡✐r s❝❤♦♦❧s✱ ❤❛r❞❧② ❛♣♣❡❛r ❛♥② ❞✐✛❡r❡♥t ❢r♦♠ ♠♦st ♦t❤❡r s❝❤♦♦❧s✳ ❚♦ t❤❡✐r ✈❡r② ♦✇♥
s❤❛♠❡ ❛♥❞ ❞✐s❣r❛❝❡ t❤❡② ❡✈❡♥ ❤❛❞ t♦ ❛❝❦♥♦✇❧❡❞❣❡ ❛♥❞ ❛❞♠✐t s♦ t❤❡♠s❡❧✈❡s✳
❚❤❡ ❙❛❧❡s✐❛♥s✱ s✉♣❡r✐♦rs✱ t❡❛❝❤❡rs ❛♥❞ ❛ss✐st❛♥ts ❝❛♥ ❜❡ ❜❧❛♠❡❞ ✐♥ ✈❛r✐♦✉s ❛r❡❛s ❢♦r
t❤❡ ❧♦ss ♦❢ t❤❡ ❣♦♦❞ s♣✐r✐t
❘❡❣✉❧❛t✐♦♥s ■♥ s♣✐t❡ ♦❢ t❤❡ t❛s❦ s♣❡❝✐✜❝❛t✐♦♥s ✐♥ t❤❡
✱ ❧❛✐❞ ❞♦✇♥ ❜② ♣r❛❝t✐❝❡✱ ❝❧❛s❤❡s ❛r❡
❢r❡q✉❡♥t ✇✐t❤ r❡❣❛r❞ t♦ ❝♦♠♣❡t❡♥❝❡s ❛♥❞ r❡s♣♦♥s✐❜✐❧✐t✐❡s✳ ❉❡s♣✐t❡ r❡♣❡❛t❡❞ ❡♠♣❤❛s✐s
♦♥ t❤❡ ❝❡♥tr❛❧ ♣♦s✐t✐♦♥ ♦❢ t❤❡ r❡❝t♦rs✱ ♠❛♥② ♣❡♦♣❧❡ ❣♦ t❤❡✐r ♦✇♥ ✇❛②✳ ❆❧t❤♦✉❣❤ t❤❡
✐♥ s♦❧✐❞✉♠ ♥❡❡❞ ❢♦r ✉♥✐t② ✐♥ ❧❡❛❞✐♥❣ ♣♦❧✐❝② ❛♥❞ ❛❝t✐♦♥ ❵
✬ ❤❛s ❜❡❡♥ ❛❞✈✐s❡❞ ♠♦r❡ t❤❛♥
♦♥❝❡✱ ♥♦t ♠❛♥② ❦❡❡♣ s✐♥❣✐♥❣ ❢r♦♠ t❤❡ s❛♠❡ ❤②♠♥ s❤❡❡t✳ ❙♦❧✐❞❛r✐t② ❛♥❞ ❝♦♦♣❡r❛t✐♦♥
❤❛✈❡ ✈❛♥✐s❤❡❞ ✐♥t♦ t❤✐♥ ❛✐r✳ ❊✈❡r②♦♥❡ ♣❧❛②s t❤❡ ♣❛rt ♦❢ ❧✐tt❧❡ ❡♠♣❡r♦r ✐♥ ❤✐s ♦✇♥ ❧✐tt❧❡
❡♠♣✐r❡✳ ◆♦ ♠❛tt❡r ❤♦✇ ❢r❡q✉❡♥t❧② ❛♥❞ str♦♥❣❧② t❤❡ s✉♣❡r✐♦rs ✐♥s✐st ♦♥ ❛ss✐st❛♥❝❡ ❛s ❛
♣r❡✈❡♥t✐✈❡ ❛♥❞ ❝♦♥str✉❝t✐✈❡ ♣r❡s❡♥❝❡ ❛♠♦♥❣ t❤❡ ❜♦②s✱ ♣❛rt✐❝✉❧❛r❧② ✐♥ t❤❡ ♣❧❛②❣r♦✉♥❞✱
♠❛♥② ❛ss✐st❛♥ts ♥❡❣❧❡❝t ✐t✳ ❆❧t❤♦✉❣❤ t❤❡② ❛r❡ ♦❢t❡♥ t♦❧❞ t❤❛t ♣✉♥✐s❤♠❡♥ts✱ ♣❛rt✐❝✉❧❛r❧②
❤❡❛✈② ❛♥❞ ♣❤②s✐❝❛❧ ♣✉♥✐s❤♠❡♥ts✱ ❝❛♥♥♦t ♣❡❞❛❣♦❣✐❝❛❧❧② ❜❡ ❥✉st✐✜❡❞ ❛♥❞ ❛r❡ ❝♦♥tr❛r② t♦
t❤❡ s♣✐r✐t ♦❢ ❉♦♥ ❇♦s❝♦✱ s❡✈❡r❛❧ ❝♦♥❢r❡r❡s ❝❛♥♥♦t ❤❡❧♣ ❜✉t t♦ r❡s♦rt ♦✈❡r ❛♥❞ ♦✈❡r ❛❣❛✐♥
t♦ t❤❡s❡ ♠❡❛s✉r❡s✳
❚❤❡ ②♦✉♥❣st❡rs ❛r❡ ❢♦✉♥❞ ❣✉✐❧t② ♦❢ ❝r✐t✐❝✐s♠ ❛♥❞ ♠✐s❜❡❤❛✈✐♦✉r ❛♥❞ s♦ ❤❛r♠ ❛ ❣♦♦❞
✉♥❞❡rst❛♥❞✐♥❣ ✇✐t❤ s✉♣❡r✐♦rs✱ t❡❛❝❤❡rs ❛♥❞ ❛ss✐st❛♥ts
❆❧t❤♦✉❣❤ t❤❡ ❙❛❧❡s✐❛♥s ❤❛✈❡ t♦ ❜❡❛t ❵♠❡❛ ❝✉❧♣❛✬✱ t❤❡② ❛r❡ ♥♦t t❤❡ ♦♥❧② ♦♥❡s t♦ ❞r♦♣
st✐t❝❤❡s✳ ❙♦ ❞♦ t❤❡ ②♦✉♥❣st❡rs✳ ❚❤❡ ❝♦✲✇♦r❦❡rs ♦❢ ❉♦♥ ❇♦s❝♦ ♥♦t✐❝❡ t❤❡ ❜♦②s ❜❡✐♥❣
❞✐s♦❜❡❞✐❡♥t ❛♥❞ ❡✈❡♥ ♦❜st✐♥❛t❡✳ ❙♦♠❡t✐♠❡s t❤❡② ❛r❡ ❢❛❝❡❞ ✇✐t❤ ✈❡r② s❡r✐♦✉s ❞✐s♦r❞❡r ♦❢
❛ ❦✐♥❞ t❤❡② ❧❛❜❡❧ ✈❛♥❞❛❧✐s♠✳ ❚❤❡ ❜♦②s ❛r❡ ♥♦t s❛t✐s✜❡❞ ✇✐t❤ t❤❡ ❧❛❝❦ ♦❢ ❝❛r❡ ❢♦r t❤❡✐r
❝❧♦t❤❡s✳✶✵✼ ▼♦st ♣r♦❜❛❜❧② t❤❡ ❜♦②s ❡①♣r❡ss ❝r✐t✐❝✐s♠ ♦♥ ❝❡rt❛✐♥ r❡str✐❝t✐♦♥s ♦❢ ❢r❡❡❞♦♠
✇❤✐❝❤ t❤❡② ❤❛❞ ❜❡❡♥ ❛❧❧♦✇❡❞ ♣r❡✈✐♦✉s❧②✳ ❖t❤❡rs ❣❡t ❛♥♥♦②❡❞ ❜❡❝❛✉s❡ t❤❡② ❛r❡ ✐❣♥♦r❡❞✳
❚❤❡ t❡❛❝❤❡rs ❞✐❞ ♥♦t ❛ss❡ss t❤❡♠❀ ♥❡✐t❤❡r ❞✐❞ t❤❡② ❝♦rr❡❝t t❤❡✐r t❛s❦s✳ ❖t❤❡r ❜♦②s ♠✐ss❡❞
t❤❡ ✐♥s♣✐r✐♥❣ ❛♥❞ ❡❛s② ❛❝❝❡ss✐❜❧❡ ♣r❡s❡♥❝❡ ♦❢ t❤❡ ❙❛❧❡s✐❛♥s ✐♥ t❤❡ ♣❧❛②❣r♦✉♥❞ ❛♥❞ t❤❡②
❞✐❞ ♥♦t s❡❡♠ t♦ ❛♣♣r❡❝✐❛t❡ t❤❡ tr❛❞✐t✐♦♥❛❧ r❛♥❣❡ ♦❢ ❡♥t❡rt❛✐♥♠❡♥t✳ ❚❤❡② ♥♦ ❧♦♥❣❡r ❧✐❦❡❞
t❤❡ ❣❛♠❡s✳ ❆ ❢❡✇ ♦❢ t❤❡♠ ♠✉st ❤❛✈❡ t✉r♥❡❞ ❜✐tt❡r ❜❡❝❛✉s❡ ♦❢ ♣✉♥✐s❤♠❡♥ts ❛♥❞ ❡✈❡♥
❜❡❛t✐♥❣s✳ ❚❤❡ ❧❡tt❡r t♦ t❤❡ ❜♦②s ❞❛t❡❞ ✶✵ ▼❛② ✶✽✽✹ ❡①♣❧✐❝✐t❧② ♠❡♥t✐♦♥❡❞ ❵❣r✉♠❜❧✐♥❣✬ ♦r
❞❡str✉❝t✐✈❡ ❝♦♠♠❡♥ts✳ ◗✉✐t❡ ❛ ♥✉♠❜❡r ♦❢ ❜♦②s ♥♦ ❧♦♥❣❡r tr✉st❡❞ t❤❡✐r s✉♣❡r✐♦rs✿ t❤❡
r❡♣♦rt ♦❢ ✾ ▼❛r❝❤ ✶✽✽✸ ✐♥❞❡❡❞ ❞♦❡s ♠❡♥t✐♦♥ ❵t❤❡✬ ❜♦②s✳ ❚❤❡✐r ❜❡❤❛✈✐♦✉r s❤♦✇❡❞ t❤❛t
✶✵✻
❊ ■■■✱ ♣♣✳ ✹✽✷ ❡♥ ✹✾✾✳
✶✵✼
■r✐s❤ ❜♦②s ✇❡r❡ ❞✐s❝♦♥t❡♥t❡❞ t♦♦ ❛❜♦✉t t❤❡ ❤②❣✐❡♥✐❝ ❝✐r❝✉♠st❛♥❝❡s✱ t❤❡ ❢♦♦❞✱ t❤❡ ❝❤❡❝❦✐♥❣ ♦❢ ❝♦rr❡✲
s♣♦♥❞❡♥❝❡ ❛♥❞ t❤❡ ❡①♣❡r✐❡♥❝❡ ♦❢ ♣r❡ss✉r❡ t♦ ❜❡❝♦♠❡ ❛ ❙❛❧❡s✐❛♥✳ ❈❢✳ ❉■❈❑❙❖◆✱ ❲✳❏✳✱ ❚❤❡ ❞②♥❛♠✐❝s
♦❢ ❣r♦✇t❤✳ ✳ ✳ ✱ ♣♣✳ ✹✺✱ ✹✾✱ ✺✷✱ ✺✸✲✺✹✳
✹✸

5.4 Page 44

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t❤❡② ❵❢❡❛r❡❞✬ t❤❡ s✉♣❡r✐♦rs✱ t❡❛❝❤❡rs ❛♥❞ ❛ss✐st❛♥ts r❛t❤❡r t❤❛♥ ❧✐❦❡❞ t❤❡♠✳ ❚❤❡② ❛✈♦✐❞❡❞
t❤❡ ❙❛❧❡s✐❛♥s✳
❇❡s✐❞❡s t❤✐s✱ t❤❡ ❧❡tt❡r t♦ t❤❡ ❜♦②s ♠❡♥t✐♦♥s t❤❡ ❧❛❝❦ ♦❢ ♣❡❛❝❡ ✇✐t❤ ●♦❞ ❛s t❤❡ ♠❛✐♥
❝❛✉s❡ ♦❢ t❤❡ ♠❛❧❛✐s❡✳ ❚❤❡✐r r❡❧✐❣✐♦✉s ♣r❛❝t✐❝❡ ❝❛♥♥♦t ❜❡ ❝♦♠♣❛r❡❞ ✇✐t❤ t❤❡ ❢♦r♠❡r ♦♥❡✱
✏t❤❡ ♣❡r✐♦❞ ✉♥t✐❧ ✶✽✻✵ ♦r ✶✽✼✵✳✑
❚❤❡ ❱❛❧❞♦❝❝♦ ❖r❛t♦r② ✉♥❞❡♥✐❛❜❧② ❢♦✉♥❞ ✐ts❡❧❢ ✐♥ t❤❡ ♠✐❞❞❧❡ ♦❢ ❛ ❝r✐s✐s✳ ❚❤❡ ♦r✐❣✐♥❛❧
❞r✐✈❡ ❤❛❞ ❜❡❡♥ ❜r♦❦❡♥✳ ❆❧t❤♦✉❣❤ ✐t ✐s ✈✐rt✉❛❧❧② ✐♠♣♦ss✐❜❧❡ t♦ ❛ss❡ss t❤❡ s❡r✐♦✉s♥❡ss ❛♥❞
t❤❡ r❡❛❧ s✐③❡ ♦❢ t❤❡ ♣r♦❜❧❡♠✱ t❤❡r❡ ✐s ♥♦ ❞♦✉❜t t❤❡② ❤❛❞ ❣♦t t❤❡♠s❡❧✈❡s ✐♥t♦ ❛ ❞❡❛❞❧♦❝❦✳✶✵✽
❚❤❡ s✉♣❡r✐♦rs t♦♦❦ t❤❡ ♠❡❛s✉r❡s ✇❤✐❝❤ ❛s s✉❝❤ s❡❡♠❡❞ ❛❞❡q✉❛t❡ ❡♥♦✉❣❤✱ ❜✉t ❞✐❞ ♥♦t
♣r♦❞✉❝❡ ❛♥② ♦r ❛t t❤❡ ❜❡st ♦♥❧② t❡♠♣♦r❛r② r❡s✉❧ts✳ ❚❤❡② tr✐❡❞ t♦ ✜♥❞ t❤❡ ❝❛✉s❡s ❜✉t
❝♦✉❧❞ ♥♦t ✜♥❞ ❛♥②✳ ■♥ t❤❡ ❡❛r❧② ❡✐❣❤t✐❡s t❤❡ ♠❛❧❛✐s❡ ❝♦♥t✐♥✉❡❞✳ ■♥ t❤✐s ✇❛② ❛ ❵❜❛rr✐❡r✬ ❤❛❞
❛r✐s❡♥ ❜❡t✇❡❡♥ s✉♣❡r✐♦rs✱ t❡❛❝❤❡rs ❛♥❞ ❛ss✐st❛♥ts ♦♥ t❤❡ ♦♥❡ ❤❛♥❞ ❛♥❞ t❤❡ ②♦✉♥❣st❡rs ♦♥
t❤❡ ♦t❤❡r ❤❛♥❞✳ ❋r♦♠ t❤❡ ❞❛t❛ ✐♥ t❤❡ ✜rst ♣❛rt ✇❡ ❝❛♥ ❞❡r✐✈❡ t❤❛t ●✳ ▲❛③③❡r♦ ❛♥❞ ❤✐s
❞✐r❡❝t ❝♦✲✇♦r❦❡rs ✇♦✉❧❞ ❤❛✈❡ ❣♦♥❡ ♦♥ ✐♥ t❤❡ ✉s✉❛❧ ✇❛② ❢♦r ❛ ❧♦♥❣ t✐♠❡ ✐♥ ♦r❞❡r t♦ st♦♣
t❤❡ ♥❡❣❛t✐✈❡ s♣✐r❛❧ ❛♥❞ ♣✉t t❤✐♥❣s ❜❛❝❦ ♦♥ tr❛❝❦ ❛❣❛✐♥✳ ❇✉t ❜❡❢♦r❡ t❤❡② ✇❡r❡ ❛❜❧❡ t♦ ❞♦
s♦✱ s♦♠❡t❤✐♥❣ t♦t❛❧❧② ✉♥❡①♣❡❝t❡❞ ♦❝❝✉rr❡❞✳
❆♥ ✉♥❢♦r❡s❡❡♥ ✐♥t❡r✈❡♥t✐♦♥ ❜② ❉♦♥ ❇♦s❝♦ ❛♥❞ ●✳❇✳ ▲❡♠♦②♥❡
❉♦♥ ❇♦s❝♦ ❝♦✉❧❞ ♥♦t ❤❡❧♣ s✉✛❡r✐♥❣ ❢r♦♠ t❤❡ ♣r❡❝❛r✐♦✉s s✐t✉❛t✐♦♥ ♦❢ t❤❡ ❖r❛t♦r②✱ t❤❡
❵❛♣♣❧❡ ♦❢ ❤✐s ❡②❡✬✱ ♠♦st ♣❛rt✐❝✉❧❛r❧② ❢r♦♠ t❤❡ s♣♦✐❧t s✐t✉❛t✐♦♥ ✐♥ t❤❡ s❝❤♦♦❧✱ ✐♥ ✇❤✐❝❤ ❤❡
❤❛❞ ✇❛t❝❤❡❞ s♦ ♠❛♥② ✈♦❝❛t✐♦♥s ❞❡✈❡❧♦♣✳ ❚❤❡ ♥✉♠❜❡r ♦❢ ♥❡✇ ✈♦❝❛t✐♦♥s ❤❛❞ ❣♦♥❡ ❞♦✇♥
♦✈❡r t❤❡ ②❡❛rs✳ ❚❤❡s❡ ✇♦rr✐❡s ♠✉st ❤❛✈❡ ♦❝❝✉♣✐❡❞ ❤✐s ♠✐♥❞ ✇❤❡r❡✈❡r ❤❡ ✇❛s ♦r ✇❡♥t✳
❚❤✐s ✇❛s t❤❡ ❝❛s❡ ✐♥ ❘♦♠❡ ✐♥ ❆♣r✐❧ ❛♥❞ ▼❛② ✶✽✽✹✳ ❚❤❡r❡ ❤❡ ❤❛❞ ❛♠♣❧❡ t✐♠❡ t♦ r❡✢❡❝t
❛♥❞ t❛❧❦ ✇✐t❤ ❋r ▲❡♠♦②♥❡ ❛♥❞ s♦♠❡ ❝♦♥❢r❡r❡s ✐♥ t❤❡ ❤♦✉s❡✱ ❜✉t ❛❧s♦ ✇✐t❤ ❇✉③③❡tt✐✳ ❉♦♥
❇♦s❝♦ ❤❛❞ r❡q✉❡st❡❞ ❇✉③③❡tt✐ t♦ ❥♦✐♥ ❤✐♠ ✐♥ ❘♦♠❡✳
❚♦✇❛r❞s t❤❡ ❡♥❞ ♦❢ ❆♣r✐❧ ❛♥❞ t❤❡ ❜❡❣✐♥♥✐♥❣ ♦❢ ▼❛② ❉♦♥ ❇♦s❝♦ ❝♦♥❝❡✐✈❡❞ t❤❡ ✐❞❡❛ ♦❢
✇r✐t✐♥❣ ❛ ✈❡r② s❡r✐♦✉s ❧❡tt❡r t♦ ❤✐s ❜♦②s ❛♥❞ ✇✐t❤ ✐t✱ ♣❡r❤❛♣s✱ ❛ str✐♥❣❡♥t ❧❡tt❡r ❢♦r t❤❡
s✉♣❡r✐♦rs✱ t❡❛❝❤❡rs ❛♥❞ ❛ss✐st❛♥ts ❛t ❱❛❧❞♦❝❝♦✳ ❚❤✐s ❧❛tt❡r ❤②♣♦t❤❡s✐s ✐s ❜❛s❡❞ ❜♦t❤ ♦♥
❆ ❇ t❤❡ ✜♥❛❧ s✉❣❣❡st✐♦♥s ✐♥ ♠❛♥✉s❝r✐♣t ❛♥❞ t❤❡ ❜❡❣✐♥♥✐♥❣ ♦❢ ♠❛♥✉s❝r✐♣t ✳ ▼❛♥✉s❝r✐♣t
❇ ❆ ✐s ✐♥tr♦❞✉❝❡❞ ❜② t❤❡ q✉❡st✐♦♥✿ ✏❲❤② s♦ ♠✉❝❤ ❜♦r❡❞♦♠ ❛♥❞ ❧✐st❧❡ss♥❡ss❄✶✵✾ ✭♠s
❇ ♣❡r❝❤é ✷✹❀ ♠s ✾✮ ❊✈❡♥ ❥✉sst t❤❡ ✇♦r❞ ❵
✇❤②❄❛❧r❡❛❞② s❡❡♠s t♦ ❡❝❤♦ t❤❡ ❛❣❡♥❞❛ ♦❢
✐❧ ♣❡r❝❤é t❤❡ ♠❡❡t✐♥❣ ♦❢ ▼❛r❝❤ ✾ ✶✽✽✸✳ ■t ♠❡❛♥t✿ ✏❋✐♥❞✐♥❣ ♦✉t ✇❤② ✭❵
✬✮✑ ♦r s❡❛r❝❤✐♥❣ ❢♦r
✐t✳✶✶✵ ■t ❣✐✈❡s t❤❡ ✐♠♣r❡ss✐♦♥ t❤❛t ❉♦♥ ❇♦s❝♦ ❛♥❞ ✐♥ ♣❛rt✐❝✉❧❛r ❋r ▲❡♠♦②♥❡ ✇❛♥t❡❞ t♦
✶✵✽❲❡ ❝❛♥ ✜♥❞ s♦♠❡ ❤❡❧♣ ❢♦r ❛ r❡❛❧✐st✐❝ ✐♠❛❣❡ ❢♦r♠❛t✐♦♥ ✇✐t❤ ❋r ❆✳ ❆♠❛❞❡✐✳ ■♥ ✶✾✸✶ ❤❡ ✇r♦t❡ ❛❜♦✉t t❤✐s
♣❡r✐♦❞ ❛s ❢♦❧❧♦✇s✿ ✏❚❤❡ ❖r❛t♦r② ❞✐❞ ♥♦t ❝❛✉s❡ ❧✐tt❧❡ tr♦✉❜❧❡ t❤❡♥✳ ❊✈❡♥ t❤❡ ❢❛♠✐❧✐❛r✐t②✱ ✇❤✐❝❤ ✉♥✐t❡s
♠✐♥❞s ❛♥❞ ❛❝❝♦♠♣❧✐s❤❡s ♠✐r❛❝❧❡s ♦❢ ❈❤❛r✐t② ❛♥❞ ❛r❞♦✉r✱ ✇❛s ♠✐ss✐♥❣✳ ❚❤♦s❡ ❞❛②s ✇❡r❡ tr♦✉❜❧❡s♦♠❡✱
✇❡ s❛✐❞✳✑ ❆♥❞ s♦♠❡✇❤❛t ♠♦r❡ ❝❛✉t✐♦✉s❧②✿ ✏■♥ t❤♦s❡ ②❡❛rs t❤❡ ♣❡r❢❡❝t ❤❛r♠♦♥② ❛♠♦♥❣ t❤❡ ❝♦♥❢r❡r❡s
❛♥❞ ❛♠♦♥❣ t❤❡ ♣✉♣✐❧s✱ ♦♥❝❡ t❤❡ ♠♦st str✐❦✐♥❣ ❢❡❛t✉r❡ ♦❢ t❤❡ ❖r❛t♦r②✱ ❣♦t ♣♦✐s♦♥❡❞ ❛ ❧✐tt❧❡✳ ■t ✇❛s
❝❛✉s❡❞ ❜② s♠❛❧❧ ❛♥❞ ✈❡r② s♠❛❧❧ t❤✐♥❣s ✐❢ ②♦✉ ❧✐❦❡ t♦ ♣✉t ✐t t❤❛t ✇❛②✱ ❜✉t t❤♦s❡ ❧✐tt❧❡ t❤✐♥❣s ❝❛✉s❡
❞❛♠❛❣❡ ✐♥ ❡✈❡r② ✐♥st✐t✉t❡✱ ❡✈❡♥ ♠♦r❡ s♦ ✐♥ t❤❡ ♠♦t❤❡r ❤♦✉s❡ ♦❢ t❤❡ ❙❛❧❡s✐❛♥ ❢❛♠✐❧②✳✑✭❆▼❆❉❊■✱ ❆✳✱
■❧ s❡r✈♦ ❞✐ ❉✐♦ ▼✐❝❤❡❧❡ ❘✉❛✳ ✳ ✳ ✱ ♣♣✳ ✸✸✺✱ ✸✸✻ ❡♥ ✸✷✹✮✳
✶✵✾❇❘❆■❉❖✱ P✳✱ ▲❛ ❧❡tt❡r❛✳ ✳ ✳ ✱ ♣♣✳ ✸✹ ❡♥ ✸✺✳ ❇■❊❙▼❆◆❙✱ ❘✳✱ ❉❡ ❜r✐❡❢ ✉✐t ❘♦♠❡ ❛❛♥ ❞❡ ❥♦♥❣❡♥s✳ ✳ ✳ ✱ ♣♣✳
✶✵✸✱✶✵✼ ❡♥ ✽✼✳
✶✶✵❈❢✳❢♦♦t♥♦t❡ ✻✾✳
✹✹

5.5 Page 45

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❝♦♥tr✐❜✉t❡ t♦ ❛♥s✇❡r✐♥❣ t❤❛t q✉❡st✐♦♥ ❛♥❞ s❤♦✇ ❛ ✇❛② ♦❢ ♦✈❡r❝♦♠✐♥❣ t❤❡ ♠❛❧❛✐s❡ ❞✉r✐♥❣
t❤❡✐r st❛② ✐♥ ❘♦♠❡✳
❉♦♥ ❇♦s❝♦ s✉❣❣❡st❡❞ ❛ ❢❡✇ t❤♦✉❣❤ts t♦ ❤✐s s❡❝r❡t❛r② ❢♦r t❤❡ ❧❡tt❡r t♦ t❤❡ ❜♦②s✳ ❲❡
❝❛♥ ✜♥❞ t❤♦s❡ t❤♦✉❣❤ts ✐♥ ♠❛♥✉s❝r✐♣t ✳ ◆♦t❡s ❝♦♥❝❡r♥✐♥❣ t❤❡ ❙❛❧❡s✐❛♥s ❞✐r❡❝t❧② ❛r❡
r❛t❤❡r s❝❛tt❡r❡❞✿ t❤❡r❡ ❛r❡ ❛ ❢❡✇ ♣♦✐♥ts ♦❢ ✐♥t❡r❡st ❛t t❤❡ ❡♥❞ ♦❢ ♠❛♥✉s❝r✐♣t ❛s ✇❡❧❧
❛s s♦♠❡ ❝❧❡✈❡r r❡♠❛r❦s ❛♥❞ s✉❣❣❡st✐♦♥s ❢♦r ❛ ❝✐r❝✉❧❛r t♦ t❤❡ ❙❛❧❡s✐❛♥s ✐♥ ♠❛♥✉s❝r✐♣t
■♥ t❤❡ ❧❛tt❡r ❞♦❝✉♠❡♥t s♦♠❡ t❤♦✉❣❤ts ❛r❡ r❛t❤❡r ❝♦♥❝✐s❡✱ ❛ ❦✐♥❞ ♦❢ ❵t❡❧❡❣r❛♣❤❡s❡✬✱ ♦t❤❡r
♣✐❡❝❡s ❛r❡ ♠♦r❡ t❡♥t❛t✐✈❡ ❛tt❡♠♣ts ❛t ❡❞✐t✐♥❣✳ ❚❤❡② ❝♦♥t❛✐♥ s♦♠❡ ✉r❣❡♥t q✉❡st✐♦♥s s✉❝❤
❛s✿ ✏❇✉t ❤♦✇ ❝❛♥ ✇❡ ❜r✐♥❣ t❤❡s❡ ②♦✉♥❣st❡rs t♦ ❧✐❢❡ ❛❣❛✐♥✱ s♦ t❤❛t t❤❡② ❝❛♥ r❡❣❛✐♥ t❤❡
❧✐✈❡❧✐♥❡ss✱ t❤❡ ❝❤❡❡r❢✉❧♥❡ss✱ t❤❡ ❤❡❛rt✐♥❡ss ♦❢ t❤❡ ♦❧❞ ❞❛②s❄✑ ✶✶❚❤❛t ✐s t❤❡ ❦❡② q✉❡st✐♦♥✳
❍♦✇❡✈❡r✱ ✐t ✐s ♥♦t s✉r❡ ❛t ❛❧❧ t❤❛t t❤❡s❡ t❤♦✉❣❤ts ❛♥❞ q✉❡st✐♦♥s ✇❡r❡ s✉❣❣❡st❡❞ ❜② ❉♦♥
❇♦s❝♦ ❤✐♠s❡❧❢✳
▼❛♥✉s❝r✐♣t ✐s ❛ ❢✉rt❤❡r ❡❧❛❜♦r❛t✐♦♥ ♦❢ ✳ ■t ✐s ❛♥ ❡❞✐t✐♥❣ ♣r♦❝❡ss t❤❛t t♦♦❦ ♣❧❛❝❡ ✐♥
❘♦♠❡✱ ❜✉t ✇❛s ♦r ❝♦✉❧❞ ♥♦t ❜❡ ❛❝❝♦♠♣❧✐s❤❡❞✳ ▼❛♥✉s❝r✐♣t ❝♦♥t❛✐♥s ❜♦t❤ ♣✐❡❝❡s ❛❧♠♦st
❧✐t❡r❛❧❧② ❝♦♥✈❡r❣✐♥❣ ✇✐t❤ ♦r ❛♥❞ ♣❛rts ♦❢ ✇❤✐❝❤ ✇❡r❡ r❡✇r✐tt❡♥✱ ❢✉rt❤❡r ❞❡✈❡❧♦♣❡❞
♦r r❡✜♥❡❞✱ ❛♥❞ ❛❧s♦ ❛❞❞✐t✐♦♥s✱ ♥❡✇ ❡❧❡♠❡♥ts ❛♥❞ ❝♦♣✐❡s ❢r♦♠ t❤❡ ❧❡tt❡r t♦ t❤❡ ②♦✉♥❣st❡rs✳
▼❛♥✉s❝r✐♣t ✐s ❛ ✜♥❛❧ ❡❞✐t✐♦♥✱ ✇❤✐❝❤ ✇❛s ❛❝❝♦♠♣❧✐s❤❡❞ ♦♥❧② ❧❛t❡r✳ ■ s❤❛❧❧ tr② t♦ ❜❛❝❦
✉♣ t❤✐s t❤❡s✐s ❣r❛❞✉❛❧❧② ✐♥ ♣❛ss✐♥❣✳
▼❡❛♥✇❤✐❧❡ ■ s❤♦✉❧❞ ❧✐❦❡ t♦ ❢✉❧❧② ❢♦❝✉s ♦♥ t❤❡ ♦✉t❧✐♥❡ ♦❢ t❤❡ ❝♦♥t❡♥t ♦❢ t❤❡ ❧♦♥❣ ♦r
❝♦♠❜✐♥❡❞ ✈❡rs✐♦♥ ❛♥❞ ❛t t❤❡ s❛♠❡ t✐♠❡ ♦♥ t❤❡ ♣♦ss✐❜❧❡ ❡❞✐t✐♥❣ ♣r♦❝❡ss ♦❢ t❤❡ t❡①t✳ ❋♦r
②❡❛rs t❤❛t ✈❡rs✐♦♥ ❤❛s ❜❡❡♥ ❞✐ss❡♠✐♥❛t❡❞ ✉♥❞❡r t❤❡ t✐t❧❡ ▲❡tt❡r ♦❢ ❉♦♥ ❇♦s❝♦ ❢r♦♠ ❘♦♠❡
✶✵ ▼❛② ✶✽✽✹✳ ❚❤✐s t✐t❧❡ ✇❛s ❦❡♣t ✇✐t❤ ❛ ❧✐tt❧❡ r❡s❡r✈❡ ✐♥ s❡✈❡r❛❧ ❡❞✐t✐♦♥s ♦❢ t❤❡ ❉✉t❝❤
❉♦♥ ❇♦s❝♦ ❙t✉❞✐❡s s❡r✐❡s
✳ ❆✉t❤♦rs ✇❤♦ tr② t♦ s❝r✉t✐♥✐③❡ t❤❡ ❡❞✉❝❛t✐♦♥❛❧ ♠❡t❤♦❞ ❛♥❞
s♣✐r✐t✉❛❧✐t② ♦❢ ❉♦♥ ❇♦s❝♦✱ ❤❛✈❡ ♣r❡❢❡rr❡❞ t♦ ✉s❡ ✏t❤❡ ❧♦♥❣ ✈❡rs✐♦♥✑ ❢♦r ❛ ❧♦♥❣ t✐♠❡ ❛❧r❡❛❞②
♥♦✇✳ ■ ❤❛✈❡ ♦♣t❡❞✱ ❤♦✇❡✈❡r✱ ❢♦r ❛ ♥❡✇ ♥❛♠❡✿ ✏❲r✐tt❡♥ ❝♦♠♠✉♥✐❝❛t✐♦♥ ♦r ♣r♦♣♦s❡❞
❝✐r❝✉❧❛r ❢♦r t❤❡ ❙❛❧❡s✐❛♥s ✭✐♥ ❱❛❧❞♦❝❝♦✮✑ ❛♥❞ ❛❧s♦✱ ❛s t♦ t❤❡ ✇❤♦❧❡ ♦❢ ♠❛♥✉s❝r✐♣t
✏❝♦♠❜✐♥❡❞ ✈❡rs✐♦♥✑✳
❲❤❡t❤❡r ❛♥❞ t♦ ✇❤❛t ❡①t❡♥t t❤❡ ✐♥t❡r✈❡♥t✐♦♥ ❜② ❉♦♥ ❇♦s❝♦ ❛♥❞ ❋r ▲❡♠♦②♥❡ ❤❛❞ ❛♥②
❡✛❡❝t✱ ❛r❡ q✉❡st✐♦♥s t❤❛t ✇✐❧❧ ✜♥❞ t❤❡✐r ♣r♦♣❡r ❝♦♥t❡①t ❛t t❤❡ ❡♥❞ ♦❢ t❤❡ s❡❝♦♥❞ ✈♦❧✉♠❡✳
■♥ ♦r❞❡r t♦ ❜❡ ❛❜❧❡ t♦ ❢♦❧❧♦✇ t❤❡ ❞✐s❝✉ss✐♦♥ ♦r t❤❡ ❣r❛❞✉❛❧ t❡①t tr❡❛t♠❡♥t✱ ✐t ✇✐❧❧ ♣r♦✈❡
✉s❡❢✉❧ t♦ ❤❛✈❡ r❡❣✉❧❛r❧② ❛ ❧♦♦❦ ❛t t❤❡ s❡♣❛r❛t❡ ❞♦ss✐❡r ✐♥ ■t❛❧✐❛♥ ❝❛❧❧❡❞ ❛ ❙✉ss✐❞✐♦ ♦r
❆✉①✐❧✐❛r② ❇♦♦❦❧❡t✇✐t❤ t❤❡ s②♥♦♣t✐❝ ❝♦❧✉♠♥s ♦❢ t❤❡ ❤❛♥❞✇r✐t✐♥❣s ✉s❡❞✳
✹✺

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✷ ❈♦♠❜✐♥❡❞ ✈❡rs✐♦♥
❚❤❡ ❝♦♠♣♦s✐t✐♦♥ ♦❢ t❤❡ ✜rst ♣❛rt ♦❢ t❤❡ ❝♦♠❜✐♥❡❞ ✈❡rs✐♦♥✳
■♥ ♦r❞❡r t♦ ❢❛❝✐❧✐t❛t❡ ❢♦❧❧♦✇✐♥❣ t❤❡ ❞✐s❝✉ss✐♦♥ ❛❜♦✉t t❤❡ ✇r✐tt❡♥ ❝♦♠♠✉♥✐❝❛t✐♦♥ t♦ t❤❡
❙❛❧❡s✐❛♥s ✐♥ ❱❛❧❞♦❝❝♦✱ ❛❧s♦ ♥❛♠❡❞ t❤❡ ✏❧♦♥❣✑ ♦r ❝♦♠❜✐♥❡❞ ✈❡rs✐♦♥✱ ✐t s❡❡♠s ✉s❡❢✉❧ t♦ ♠❡
t♦ ✜rst ❞❡✈❡❧♦♣ ❛ s✉♣♣♦rt✐♥❣ str✉❝t✉r❡✳ ■❢ ♥❡❡❞❡❞✱ ♦♥❡ ❝❛♥ ❝♦♥s✉❧t ✐t ❛❣❛✐♥✳ ❚❤❡ ❢r❛♠❡
♦❢ t❤❡ t❡①t ✐s ♥♦t ❛❧✇❛②s ❝❧❡❛r❧② ✈✐s✐❜❧❡ str❛✐❣❤t ❛✇❛② s♦ t❤❛t ♦♥❡ ❝♦✉❧❞ ❝❧❛✐♠ ❛ ❞✐✛❡r❡♥t
str✉❝t✉r❡ ✐♥ ♦♥❡ ✇❛② ♦r ❛♥♦t❤❡r✱ ❜✉t t❤❡ ❢♦❧❧♦✇✐♥❣ ♦♥❡ ✐s ❝❡rt❛✐♥❧② ♣r❡s❡♥t ✐♥ t❤❡ ❊♥❣❧✐s❤
tr❛♥s❧❛t✐♦♥✱ ✇❤✐❝❤ ■ ❤❛✈❡ r❡t❛✐♥❡❞ ✐♥ ❛ s❡♣❛r❛t❡ ■t❛❧✐❛♥ ❙✉ss✐❞✐♦ ♦r ❆✉①✐❧✐❛r② ❇♦♦❦❧❡t ✐♥
❝♦❧✉♠♥ ❉ ✭♣❛❣❡s ✸✲✷✺✮✳
✶✳ ●❡♥❡r❛❧ ✐♥tr♦❞✉❝t✐♦♥ t♦ t❤❡ ✇❤♦❧❡ ✉♥✐t ✭♠s✳ ❉✮
✶✳✶ ❚❤❡ ❛❞❞r❡ss✿ ✏▼② ❞❡❛r s♦♥s ✐♥ ❏❡s✉s ❈❤r✐st✑
✶✳✷ ❈♦♥s✐❞❡r❛t✐♦♥s ❛♥❞ s❡♥t✐♠❡♥ts ♦♥ t❤❡ ♦❝❝❛s✐♦♥ ♦❢ t❤❡ ❧♦♥❣ ❧❛st✐♥❣ ❛❜s❡♥❝❡ ❢r♦♠
t❤❡ ❖r❛t♦r②
✶✳✸ ❊①♣❧❛♥❛t✐♦♥ ❢♦r ❉♦♥ ❇♦s❝♦✬s ♥♦t ✇r✐t✐♥❣ ❡❛r❧✐❡r
✶✳✹ ❙❡♥s✐t✐✈❡ ♠♦t✐✈❛t✐♦♥s ✉r❣✐♥❣ ❤✐♠ t♦ ✇r✐t❡ ❡✈❡♥ ❜❡❢♦r❡ ❤✐s ❞❡♣❛rt✉r❡ ❢r♦♠ ❘♦♠❡
✶✳✺ P❛rt✐❝✉❧❛r ✐♠♣✉❧s❡s✿ ❝❛❧❧ ❢♦r ❛tt❡♥t✐♦♥ ❛♥❞ ♣r❛❝t✐s✐♥❣ ✇❤❛t ❤❡ ❤❛s t♦ s❛②
✷✳ ❚❤❡ ❧❛r❣❡ ♣❛rt ♦❢ t❤❡ ❝♦♠❜✐♥❡❞ ✈❡rs✐♦♥✱ ❡①❝❧✉s✐✈❡❧② ✐♥t❡♥❞❡❞ ❢♦r t❤❡ s✉♣❡r✐♦rs✱
t❡❛❝❤❡rs ❛♥❞ ❛ss✐st❛♥ts ✐♥ t❤❡ ❱❛❧❞♦❝❝♦ ❖r❛t♦r②
✷✳✶ ■♥tr♦❞✉❝t✐♦♥ t♦ t❤❡ ❞❡s❝r✐♣t✐♦♥ ♦❢ t❤❡ ❝♦♥tr❛st✐♥❣ s❝❡♥❡s ✐♥ t❤❡ ♣❧❛②❣r♦✉♥❞ ❞✉r✐♥❣
r❡❝r❡❛t✐♦♥ t✐♠❡
✷✳✶✳✶ ❘❡✐t❡r❛t✐♦♥ ♦❢ t❤❡ ✐❞❡❛ t❤❛t ❤❡ ✐s ✏❛❧✇❛②s✑ t❤✐♥❦✐♥❣ ♦❢ t❤❡♠
✷✳✶✳✷ ❍✐s ❡✈❡♥✐♥❣ ♣r❛②❡r✿ ✏❚❤❡ ♣r❛②❡rs ❤✐s ❣♦♦❞ ♠♦t❤❡r ❤❛❞ t❛✉❣❤t ❤✐♠✑
✷✳✶✳✸ ❙❧❡❡♣✐♥❡ss ♦r ❛❜s❡♥t✲♠✐♥❞❡❞♥❡ss ❞✉r✐♥❣ ♣r❛②❡rs
✷✳✶✳✹ ❚❤❡ ✏s✐❣❤t✑ t❤❛t ❞✐str❛❝t❡❞ ❤✐♠
✷✳✷ ❉❡s❝r✐♣t✐♦♥ ♦❢ t❤❡ r❡❝r❡❛t✐♦♥ ✐♥ t❤❡ ♣❧❛②❣r♦✉♥❞ ❜❡❢♦r❡ ✶✽✼✵
✷✳✷✳✶ ■♥tr♦❞✉❝t✐♦♥ ♦❢ ❱❛❧❢rè
✷✳✷✳✷ ❉❡s❝r✐♣t✐♦♥ ♦❢ t❤❡ ❥♦②❢✉❧ ❛♥❞ ✈✐❜r❛♥t r❡❝r❡❛t✐♦♥ ✐♥ t❤❡ ♣❧❛②❣r♦✉♥❞ ✐♥ t❤❡
♣❡r✐♦❞ ❜❡❢♦r❡ ✶✽✼✵
✷✳✷✳✸ ❚❤❡ ✐♠♣r❡ss✐♦♥ t❤❡ r❡❝r❡❛t✐♦♥ ♠❛❞❡ ♦♥ ❉♦♥ ❇♦s❝♦
✷✳✷✳✹ ❱❛❧❢rè✬s ❝♦♠♠❡♥t ✇✐t❤ ✐ts ♠❛✐♥ t❤♦✉❣❤t ❢♦❝✉ss✐♥❣ ♦♥✿ ✏❋❛♠✐❧✐❛r✐t② ✭❝❧♦s❡♥❡ss✮
❧❡❛❞s t♦ ❛✛❡❝t✐♦♥✱ ❛♥❞ ❛✛❡❝t✐♦♥ ❜r✐♥❣s ❝♦♥✜❞❡♥❝❡✳✑
✷✳✷✳✹✳✶ ❋❛♠✐❧✐❛r✐t② ❛s ❛ st②❧❡ ♦❢ s♦❝✐❛❧ ✐♥t❡r❝♦✉rs❡
❚❤❡ ❜❡♥❡✜❝✐❛❧ ♣♦✇❡r ♦❢ ✏❢❛♠✐❧✐❛r✐t②✑✿ t❤❡ ❝r❡❛t✐♦♥ ♦❢ ❛✛❡❝t✐♦♥
✷✳✷✳✹✳✷ ❚❤❡ ❢r✉✐t ♦❢ ♠✉t✉❛❧ ❛✛❡❝t✐♦♥✿ ❝♦♥✜❞❡♥❝❡
✷✳✷✳✹✳✸ ❚❤❡ ❢❛✈♦✉r❛❜❧❡ ✐♠♣❛❝t ♦❢ tr✉st ✐♥ t❤❡ ❡❞✉❝❛t✐♦♥❛❧ ♣r♦❝❡ss
✷✳✸ ❚❤❡ r❡❝r❡❛t✐♦♥ ❛❜♦✉t ✶✽✽✹ ✉♥❞❡r ●✳ ❇✉③③❡tt✐✬s ❣✉✐❞❛♥❝❡
✹✻

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❆✮ ❚❤❡ ❢✐rst ♣❛rt ♦❢ t❤❛t r❡❝r❡❛t✐♦♥ ❢♦❝✉s❡s ♦♥ t❤❡ ❜♦②s✬ ❜❡❤❛✈✐♦✉r
✷✳✸✳✶ ▼❛❦✐♥❣ ❛❝q✉❛✐♥t❛♥❝❡ ✇✐t❤ ❇✉③③❡tt✐
✷✳✸✳✷ ❉❡s❝r✐♣t✐♦♥ ♦❢ t❤❡ ❧✐st❧❡ss r❡❝r❡❛t✐♦♥ ❢♦❝✉s✐♥❣ ♦♥ t❤❡ ❜♦②s✬ ❜❡❤❛✈✐♦✉r
✷✳✸✳✷✳✶ ❆ ❢❡✇ ❜♦②s ♣❧❛②❡❞ ✐♥ ❛ ❝❛r❡❢r❡❡ ✇❛② ✭✏✐♥ ❧✐❣❤t✲❤❡❛rt❡❞ ❥♦②✑✮
✷✳✸✳✷✳✷ ◗✉✐t❡ ❛ ♥✉♠❜❡r ♦❢ ♦t❤❡rs ❞✐❞ ♥♦t ♣❛rt✐❝✐♣❛t❡ ✐♥ t❤❡ r❡❝r❡❛t✐♦♥
✷✳✷✳✸✳✸ ❙♦♠❡ ❜♦②s t❛❦❡ ♣❛rt ✐♥ ♣❧❛②✐♥❣ ✐♥ ❛ ❧✐st❧❡ss ✇❛②
✷✳✸✳✸ ❆❢t❡rt❤♦✉❣❤ts ✐♥ ❞✐❛❧♦❣✉❡
✷✳✸✳✸✳✶ ❙♦♠❡ ❝♦♥s❡q✉❡♥❝❡s ♦❢ t❤❛t ❧✐st❧❡ss♥❡ss ❛♠♦♥❣ t❤❡ ②♦✉♥❣st❡rs
❚❤❡ ✜rst ❝♦♥s❡q✉❡♥❝❡ ✐s ❛♣❛t❤② ✐♥ r❡❝❡✐✈✐♥❣ t❤❡ ❤♦❧② s❛❝r❛♠❡♥ts
❚❤❡ s❡❝♦♥❞ ❝♦♥s❡q✉❡♥❝❡✿ ♥❡❣❧❡❝t ♦❢ ❞❡✈♦t✐♦♥❛❧ ❡①❡r❝✐s❡s
❚❤❡② ❞♦ ♥♦t ❧✐❦❡ st❛②✐♥❣ ❛t t❤❡ ❖r❛t♦r② ❛♥②♠♦r❡
❚❤❡ ✜r❡ ♦❢ r❡❧✐❣✐♦✉s ✈♦❝❛t✐♦♥s ✐s ❞②✐♥❣
✏■♥❣r❛t✐t✉❞❡✑ ♦❢ t❤❡ ❜♦②s t♦✇❛r❞s t❤❡✐r s✉♣❡r✐♦rs
✏❙❡❝r❡t✐✈❡♥❡ss✑
✏●r✉♠❜❧✐♥❣✑ ❛♥❞ ❝r✐t✐❝✐s♠
✷✳✸✳✸✳✷ ❚❤❡ s❡❝♦♥❞ ♣❛rt ♦❢ t❤❡ ❝♦♠♠❡♥t❛r② ❞❡✈❡❧♦♣s ❛♥ ❛♥s✇❡r t♦ t❤❡ q✉❡st✐♦♥ ♦❢
❉♦♥ ❇♦s❝♦✿ ✏❍♦✇ ❝❛♥ ✇❡ r❡✲❛♥✐♠❛t❡ ♠② ❞❡❛r ❜♦②s ❛❣❛✐♥❄✑
❚❤❡ ♠❡❛♥s ♦❢ ❤❡❛❧✐♥❣✱ t❤❡ r❡♠❡❞② ✐s ✏ ❧✬❛♠♦r❡ ✑ ❬❧♦✈❡✱ ❛✛❡❝t✐♦♥❪
❈❧❛r✐✜❝❛t✐♦♥ ♦❢ t❤❡ ❝♦♥❝❡♣t ❜② ❢❛❝✐❧✐t❛t✐♥❣ t❤❡ ❞✐s❝♦✈❡r② ♦❢ ✇❤❛t ✏❛♠♦r❡✑ ✐s ♥♦t
P♦✇❡r❢✉❧ ♣❧❡❛ ♣r♦ ❞♦♠♦ ❜② ❉♦♥ ❇♦s❝♦✱ ❜❛s❡❞ ❤♦✇❡✈❡r ♦♥ ❛ ✇r♦♥❣ ✐♥t❡r♣r❡t❛✲
t✐♦♥ ♦❢ ✏❛♠♦r❡✑
❘❡♣❧② ❜② ❇✉③③❡tt✐
❉♦♥ ❇♦s❝♦ ♣❧❡❛❞s ✐♥ ❢❛✈♦✉r ♦❢ ❤✐s ❝♦✲✇♦r❦❡rs
❈❧❛r✐✜❝❛t✐♦♥ ♦❢ t❤❡ ❝♦♥❝❡♣t✿ t❤❡ ❤❡❛rt ♦❢ ✇❤❛t ❤❡ ♠❡❛♥s ❜② ✏ ❛♠♦r❡ ✑✱ t❤❡ ✈❡r②
♥❛t✉r❡ ♦❢ ✏ ❛♠♦r❡
■♥s✐st❡♥❝❡ ❜② ❉♦♥ ❇♦s❝♦✿ ✏P❧❡❛s❡✱ ❡①♣❧❛✐♥ t❤✐s ❢✉rt❤❡r✦✑
❇✳ ❚❤❡ s❡❝♦♥❞ ♣❛rt ♦❢ t❤❡ ♣✐❝t✉r❡ ✇✐t❤ t❤❡ ❧✐st❧❡ss r❡❝r❡❛t✐♦♥ ✐♥ ✶✽✽✹
♣✉tt✐♥❣ t❤❡ ❙❛❧❡s✐❛♥s ✐♥ t❤❡ ❧✐♠❡❧✐❣❤t
✷✳✹ ❚❤❡ s❛♠❡ s❝❡♥❡ ✐♥ t❤❡ ♣❧❛②❣r♦✉♥❞✱ ♥♦✇ ❢♦❝✉ss❡❞ ♦♥ t❤❡ ❙❛❧❡s✐❛♥s
✷✳✹✳✶ ■♥tr♦❞✉❝t✐♦♥✿ ✉r❣❡♥t r❡q✉❡st t♦ ❧♦♦❦ ♠♦r❡ ❝❧♦s❡❧②
✷✳✹✳✷ ❙❤♦rt❝♦♠✐♥❣s ♦❢ ♣r✐❡sts ❛♥❞ ❝❧❡r✐❝s ❛t t❤❡ ❧❡✈❡❧ ♦❢ ❛ss✐st❛♥❝❡✿
t❤❡ ❡❞✉❝❛t✐♦♥❛❧ ♣r❡s❡♥❝❡ ✇✐t❤ t❤❡ ②♦✉♥❣st❡rs
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❋❡✇ ♣r✐❡sts ❛♥❞ ❝❧❡r✐❝s ♣r❡s❡♥t ❛♠♦♥❣ t❤❡ ❜♦②s
❲❤❡r❡ t❤❡② ❛❝t✉❛❧❧② ✇❡r❡ ❛♥❞ ✇❤❛t t❤❡② ❞✐❞
❙♦♠❡✱ ❛❝t✉❛❧❧② t❤❡ ♠❛❥♦r✐t②✱ ✇❡r❡ ✇❛❧❦✐♥❣ ❛♥❞ ❝❤❛tt✐♥❣ ✇✐t❤ ❡❛❝❤ ♦t❤❡r
❖t❤❡rs ✇❡r❡ ✇❛t❝❤✐♥❣ ✇✐t❤♦✉t s❤♦✇✐♥❣ ♠✉❝❤ ✐♥t❡r❡st
❖t❤❡rs ✇❡r❡ s✉♣❡r✈✐s✐♥❣ ❛t ❛ ❞✐st❛♥❝❡
❆ r❛r❡ s✉♣❡r✐♦r ✇❛s ❣✐✈✐♥❣ ✇❛r♥✐♥❣s✱ ❜✉t ✐♥ ❛ r❡♣r❡ss✐✈❡ ✇❛②
❯♥s✉❝❝❡ss❢✉❧ ❛tt❡♠♣ts ♦❢ s♦♠❡ ❙❛❧❡s✐❛♥s t♦ ♠❛❦❡ ❝♦♥t❛❝ts
✷✳✹✳✸ ❑❡② ❢r❛❣♠❡♥t✿ ❞❡s❝r✐♣t✐♦♥ ♦❢ ✇❤❛t s❤♦✉❧❞ ❜❡ ✉♥❞❡rst♦♦❞ ❛s ✏ ❛♠♦r❡ ✑✱ ❬❛✛❡❝✲
t✐♦♥❛t❡ ❧♦✈❡❪
❊✈♦❝❛t✐♦♥ ♦❢ t❤❡ r❡❧❛t✐♦♥s❤✐♣ ❜❡t✇❡❡♥ ❉♦♥ ❇♦s❝♦ ❤✐♠s❡❧❢ ❛♥❞ t❤❡ ❜♦②s ❛♥❞ ✈✐❝❡
✈❡rs❛ ✐♥ t❤❡ ②❡❛rs ❜❡❢♦r❡ ✶✽✼✵
❚❤❡ ❤❡❛rt ♦❢ t❤❡ ❦❡② ❢r❛❣♠❡♥t✿ ✏ ❛♠♦r❡ ✑ ♠❡❛♥s ♠✉t✉❛❧ ❛✛❡❝t✐♦♥✱ ❛✛❡❝t✐✈❡ ❧♦✈❡✳
■t ❤❛❞ ❜❡❡♥ ❛♥❞ st✐❧❧ ❤❛❞ t♦ ❜❡ t❤❡ st❛♥❞❛r❞✳
❆♣♦❧♦❣✐❡s ❜② ❉♦♥ ❇♦s❝♦
❇✉③③❡tt✐ ♣♦✐♥ts ♦✉t t❤❡ ❧❛st✐♥❣ r❡s♣♦♥s✐❜✐❧✐t② ♦❢ ❉♦♥ ❇♦s❝♦
❉♦♥ ❇♦s❝♦✬s ❛r❞❡♥t ❝♦✉♥t❡r✲♣❧❡❛ ❛♥❞ ❜✐tt❡r ❞✐s❛♣♣♦✐♥t♠❡♥t
❈♦♥❝❧✉s✐♦♥ ❜② ❇✉③③❡tt✐ ❛♥❞ ♣r♦♠✐s✐♥❣ r❡♣❡t✐t✐♦♥ ♦❢ ❤✐s ♣♦✐♥t ♦❢ ✈✐❡✇
✷✳✹✳✹ ■♥s❡rt✐♦♥ ✐♥t❡rr✉♣t✐♥❣ t❤❡ tr❛✐♥ ♦❢ t❤♦✉❣❤t
❚❤❡ ❝❛✉s❡ ♦❢ t❤❡ ❝✉rr❡♥t ♠❛❧❛✐s❡ ✐s t♦ ❜❡ s✐t✉❛t❡❞ ✇✐t❤ ❛ ♥✉♠❜❡r ♦❢ ②♦✉♥❣st❡rs
❚❤❡ ❡❞✉❝❛t♦r ❛s ❛ ❢❛t❤❡r✱ ❛ ❜r♦t❤❡r ❛♥❞ ❛ ❢r✐❡♥❞ ♦❢ t❤❡ ②♦✉♥❣st❡rs
✏❯♥✐t② ♦❢ ❤❡❛rt ❛♥❞ s♦✉❧✑ ❛♥❞ t❤❡ ❜r❡❛❦❞♦✇♥ ♦❢ t❤❡ ❞✐str✉st ❜❛rr✐❡r
❘❡st♦r❛t✐♦♥ ♦❢ t❤❡ ❝♦r❞✐❛❧ ❝♦♥✜❞❡♥❝❡ t❤r♦✉❣❤ t❤❡ ❜♦②s✬ ♦❜❡❞✐❡♥❝❡
✷✳✹✳✺ ■♥ t❤❡ ❝♦♥t✐♥✉❛t✐♦♥ ♦❢ t❤❡ ❝♦✉rs❡ ♦❢ t❤♦✉❣❤t ✇❤✐❝❤ ✇❛s ❣♦✐♥❣ ♦♥ ❜❡❢♦r❡ t❤❡
✐♥s❡rt✐♦♥✱ t❤❡ ❛s♣❡❝t ♦❢ ✏❢❛♠✐❧✐❛r✐t②✑✱ ❛ s❡❝♦♥❞ ❦❡②✲✇♦r❞✱ ✐s ✇♦r❦❡❞ ♦✉t
▼❡❛♥✐♥❣ ♦❢ t❤❡ t❡r♠ ❢❛♠✐❧✐❛r✐t②
❏❡s✉s ❈❤r✐st ✏♠❛st❡r ♦❢ ❢❛♠✐❧✐❛r✐t②✑
❊①❛♠♣❧❡s ✐❧❧✉str❛t✐♥❣ ✇❤❛t ❢❛♠✐❧✐❛r✐t② ❛♥❞ ❵❜❡✐♥❣ ❧✐tt❧❡ ✇✐t❤ t❤❡ ❧✐tt❧❡ ♦♥❡s✬ ❝♦♥s✐st
♦❢
❚❤❡ t❡❛❝❤❡r ❛♥❞ t❤❡ ♣r❡❛❝❤❡r ✇❤♦ ❛❝ts ✐♥ t❤❡ s♣✐r✐t ♦❢ ❉♦♥ ❇♦s❝♦
❚❤❡ t②♣✐❝❛❧ ✏✇♦r❞ ✐♥ t❤❡ ❡❛r✑ ♦❢ ❉♦♥ ❇♦s❝♦
P♦s✐t✐✈❡ ❡✛❡❝ts ♦❢ ♠✉t✉❛❧ ❧♦✈❡ ❛♥❞ tr✉st
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❊✛❡❝ts ♦❢ t❤❡ r❡st♦r❡❞ ♣s②❝❤♦❧♦❣✐❝❛❧ ❛♥❞ s♣✐r✐t✉❛❧ str❡♥❣t❤ ❬r❡s✐❧✐❡♥❝❡❪ ♦❢ t❤❡ ❙❛❧❡✲
s✐❛♥s
✏②♦✉ ✇✐❧❧ ♥♦ ❧♦♥❣❡r s❡❡ ❛♥②♦♥❡ ✇♦r❦✐♥❣ ❢♦r ❤✐s ♦✇♥ ❣❧♦r②✑
✏②♦✉ ✇✐❧❧ ♥♦ ❧♦♥❣❡r s❡❡ ❛♥②♦♥❡ ♣✉♥✐s❤✐♥❣ ♦✉t ✇♦✉♥❞❡❞ s❡❧❢✲❧♦✈❡✑
✏②♦✉ ✇✐❧❧ ♥♦t s❡❡ ❛♥②♦♥❡ ♥❡❣❧❡❝t✐♥❣ t❤❡ ✇♦r❦ ♦❢ s✉♣❡r✈✐s✐♦♥ t❤r♦✉❣❤ ❥❡❛❧♦✉s②✑
✏❨♦✉ ✇♦♥✬t ❤❡❛r ♣❡♦♣❧❡ r✉♥♥✐♥❣ ♦t❤❡rs ❞♦✇♥✑
◆♦❜♦❞② ✏✇✐❧❧ ❧❡t ❤✐s ❤❡❛rt ❜❡ ❝♦♥q✉❡r❡❞ ❜② ❛ ❝r❡❛t✉r❡✑
✏◆♦ ♦♥❡ ✇✐❧❧ ♥❡❣❧❡❝t ❤✐s ❞✉t②✑ t♦ s❡❡❦ ❤✐s ✏♦✇♥ ❡❛s❡ ❛♥❞ ❝♦♠❢♦rt✑
◆♦ ♦♥❡ ✇✐❧❧ ❢❛✐❧ t❤r♦✉❣❤ ❤✉♠❛♥ r❡s♣❡❝t
❚❤❡ ❣❡♥❡r❛❧ r❡✈✐✈❛❧ ♣✉ts t❤❡ ❙❛❧❡s✐❛♥s ❜❛❝❦ ♦♥ t❤❡ tr❛❝❦ ♦❢ t❤❡ ✉❧t✐♠❛t❡ ♦❜❥❡❝t✐✈❡s
♦❢ t❤❡✐r ♣❛st♦r❛❧ ❛♥❞ ♣❡❞❛❣♦❣✐❝❛❧ ❝♦♠♠✐t♠❡♥t
✷✳✹✳✻ ❆❞❞✐t✐♦♥❛❧ ❝♦♥s✐❞❡r❛t✐♦♥s ❛❜♦✉t t❤❡ ❞❡❝❧✐♥❡ ♦❢ t❤❡ ♣r❡✈❡♥t✐✈❡ s②st❡♠ ❛♥❞ t❤❡
♥❡❡❞ t♦ ✐♠♣❧❡♠❡♥t ✐t ❛❣❛✐♥
❈♦♠♣❧❛✐♥t ❛❣❛✐♥st t❤❡ s✉❜st✐t✉t✐♦♥ ❬❜❡tr❛②❛❧❪ ♦❢ ❉♦♥ ❇♦s❝♦✬s ❡❞✉❝❛t✐♦♥❛❧ s②st❡♠
❈♦❧❞ r✉❧❡s ❝❤✐❧❧ t❤❡ ❡❞✉❝❛t✐♦♥❛❧ ❛t♠♦s♣❤❡r❡
✏❚❤❡ s✉♣❡r✐♦rs ♠♦✈❡ ❛✇❛② ❢r♦♠✑ ❉♦♥ ❇♦s❝♦✬s ❡❞✉❝❛t✐♦♥❛❧ r✉❧❡s
❚❤❡② ❜❡tr❛② t❤❡ ❤❡❛rt ♦❢ t❤❡ ♣r❡✈❡♥t✐✈❡ s②st❡♠✿ ✇❛t❝❤❢✉❧ ❛♥❞ ❛✛❡❝t✐♦♥❛t❡
♣r❡✈❡♥t✐♦♥
▼♦r❡ ♣r❡❝✐s❡ ❞❡s❝r✐♣t✐♦♥ ♦❢ t❤❡ ♣❛rt t❤❡ s✉♣❡r✐♦r ❬r❡❝t♦r❪ ♣❧❛②s ✐♥ ✐♠♣❧❡♠❡♥t✐♥❣ t❤❡
♦r✐❣✐♥❛❧ ♣r❡✈❡♥t✐✈❡ s②st❡♠
❇❡♥❡✜❝✐❛❧ ✐♠♣❛❝t ♦♥ t❤❡ ❜♦②s✬ ❝♦♥❞✉❝t
❆❞❞✐t✐♦♥❛❧ ✐♥str✉❝t✐♦♥s ❢♦r t❤❡ s✉♣❡r✐♦rs ❛♥❞ ❛ss✐st❛♥ts
❆❜♦✉t ❵s❡❝r❡t✐✈❡♥❡ss✬
✷✳✹✳✼ ❈♦♠♣❧❡t✐♦♥ ♦❢ t❤❡ ❝♦♥s✐❞❡r❛t✐♦♥s ♦♥ t❤❡ s❡❝♦♥❞ ❦❡②✇♦r❞✿ ❢❛♠✐❧✐❛r✐t② ❛♥❞ ●✳
❇✉③③❡tt✐✬ ❡①t❡♥s✐✈❡ ❝♦♠♠❡♥t
✏❚❤❡ ❡①❛❝t ♦❜s❡r✈❛♥❝❡ ♦❢ t❤❡ r✉❧❡s ♦❢ t❤❡ ❤♦✉s❡✑
❆ ✇❡❧❝♦♠✐♥❣✱ ❝♦♥s✐❞❡r❛t❡✱ ❢r✐❡♥❞❧②✱ ✇❛r♠✲❤❡❛rt❡❞✱ ❝❤❡❡r❢✉❧ r❡❧❛t✐♦♥s❤✐♣ ✐s t❤❡ ❜❡st
❞✐s❤ ❢♦r ❞✐♥♥❡r✱ ✐✳❡✳ ✐♥ ❡❞✉❝❛t✐♦♥
❚❤❡ ♣❤r❛s❡ ❝♦♥❝❡r♥s t❤❡ ❙❛❧❡s✐❛♥s ✐♥ ❱❛❧❞♦❝❝♦
✏❚❤❡ ❜❡st ❞✐s❤✑ ✐s ✏ ❤❡❛rt② ✇❡❧❝♦♠❡✑✱ ✐✳❡✳ ❛ ❢❛♠✐❧✐❛r r❡❧❛t✐♦♥s❤✐♣ ❢♦r t❤❡ ✇❤♦❧❡
❡❞✉❝❛t✐♦♥ t✐♠❡
❆ ❝❤❡❡r❢✉❧ ❛♥❞ ❤❛♣♣② ❛t♠♦s♣❤❡r❡ s❤♦✉❧❞ r❡✐❣♥
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5.10 Page 50

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✷✳✺ ❈❧♦s❡ ♦❢ t❤❡ ✜rst ❡①t❡♥s✐✈❡ ♣❛rt ♦❢ t❤❡ ✏❧♦♥❣✑ ♦r ❝♦♠❜✐♥❡❞ ✈❡rs✐♦♥ ✇❤✐❝❤ ✇❛s ♠❡❛♥t
❢♦r t❤❡ ❛❞✉❧ts
❉✐✛❡r❡♥❝❡s ❜❡t✇❡❡♥ t❤❡ ❝❧♦s❡ ♦❢ t❤❡ ✜rst ❡①t❡♥s✐✈❡ ♣❛rt ♦❢ t❤❡ ❝♦♠❜✐♥❡❞ ✈❡rs✐♦♥
❛♥❞ t❤❡ ❝❧♦s❡ ✐♥ ♠❛♥✉s❝r✐♣t ❛♥❞ t❤❡ ❧❡tt❡r t♦ t❤❡ ②♦✉♥❣st❡rs
✺✵

6 Pages 51-60

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6.1 Page 51

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✸ ▼❛♥✉s❝r✐♣t ❛♥❞ t❤❡ ✜rst ❧❛r❣❡ ♣❛rt
♦❢ ♠❛♥✉s❝r✐♣t ❬✸✲✷✺❪
❉✐s❝✉ss✐♦♥ ♦❢ t❤❡ ❝♦♠♣♦s✐t✐♦♥✱ ❝♦♥t❡♥t ❛♥❞ t❤❡ ✐♠♣♦rt❛♥t ♣❡❞❛❣♦❣✐❝❛❧ ❛♥❞ ♣❛st♦r❛❧ t♦♣✐❝s
✸✳✶ ●❡♥❡r❛❧ ✐♥tr♦❞✉❝t✐♦♥ t♦ ✏t❤❡ ❧♦♥❣✑ ♦r ❝♦♠❜✐♥❡❞ ✈❡rs✐♦♥
✭♠s✳ ✮❬✸❪
▲♦♦❦✐♥❣ ❛t t❤❡ ❛✉①✐❧✐❛r② ❜♦♦❦❧❡t ✇✐t❤ t❤❡ ■t❛❧✐❛♥ s②♥♦♣t✐❝ t❛❜❧❡s✱ ♦♥❡ ✇✐❧❧ ♥♦t✐❝❡ t❤❛t t❤❡
✐♥tr♦❞✉❝t✐♦♥ t♦ t❤❡ ❝✐r❝✉❧❛r t♦ t❤❡ ❝♦♥❢r❡r❡s ✐♥ ❝♦❧✉♠♥ ❉ ✐s ❛❧♠♦st ✐❞❡♥t✐❝❛❧ t♦ t❤❡ ❧❡tt❡r
s❡♥t t♦ t❤❡ ❜♦②s✳ ✭❚❡①t ✐♥ ❝♦❧✉♠♥ ❑✮✳❋r ▲❡♠♦②♥❡ ✇r♦t❡ t❤❛t ✐♥tr♦❞✉❝t✐♦♥ s♣❡❝✐✜❝❛❧❧②
❢♦r t❤❡ ❜♦②s✳ ■t ✐s ♠✐ss✐♥❣ ✐♥ ♠❛♥✉s❝r✐♣ts ❛♥❞ ✱ ✇❤✐❝❤ ❛r❡ t❤❡ ♣r♦✈✐s✐♦♥❛❧ ♥♦t❡s ❛♥❞
❛ ✜rst ❛tt❡♠♣t ❛t ❡❞✐t✐♥❣ ✭✮ ❛♥❞ t❤❡ ❢✉rt❤❡r ❛tt❡♠♣t ❛t ❡❞✐t✐♥❣ ❛ ♣r♦♣♦s❡❞ ❝✐r❝✉❧❛r ✭
♠❡❛♥t ❡①❝❧✉s✐✈❡❧② ❢♦r t❤❡ ❙❛❧❡s✐❛♥s ❛t t❤❡ ❱❛❧❞♦❝❝♦ ❖r❛t♦r②✳ ❨❡t ■ s❤♦✉❧❞ ❧✐❦❡ t♦ r❡❛❝t
❡①t❡♥❞❡❞❧② t♦ t❤❡ ❞✐✛❡r❡♥t ❡❧❡♠❡♥ts ♦❢ t❤❡ ❣❡♥❡r❛❧ ✐♥tr♦❞✉❝t✐♦♥ t♦ t❤❡ ❧❡tt❡r✱ ❡s♣❡❝✐❛❧❧②
t♦ ❝❤❡❝❦ ❤♦✇ ✐t ✇❛s ♣♦ss✐❜❧❡ ❢♦r t❤❡ ❡❞✐t♦r t♦ ❝♦♣② t❤❡♠ ✐♥❛❞✈❡rt❡♥t❧② ✐♥t♦ t❤❡ ❧♦♥❣ ♦r
❝♦♠❜✐♥❡❞ ✈❡rs✐♦♥✳
✸✳✶✳✶ ❚❤❡ ❛❞❞r❡ss✿ ✏▼② ❞❡❛r ❜♦②s ✭♦r s♦♥s✮ ✐♥ ❏❡s✉s ❈❤r✐st✑ ❬✸❪
❘❡❛❞✐♥❣ t❤✐s ❛❞❞r❡ss ❛s ✐t r✉♥s ✐♥ t❤❡ ❊♥❣❧✐s❤ tr❛♥s❧❛t✐♦♥ ♦❢ t❤❡ ❝♦♠❜✐♥❡❞ ✈❡rs✐♦♥✱ t❤❡
✐♥♥♦❝❡♥t r❡❛❞❡r ♠✐❣❤t s✐♠♣❧② ✉♥❞❡rst❛♥❞ ❢r♦♠ ✐t t❤❛t ▲❡♠♦②♥❡ ✇❛s ❛♣♣❧②✐♥❣ ✐t t♦ ❉♦♥
❇♦s❝♦✬s ❝♦✲✇♦r❦❡rs✳ ❚❤❡ ❙❛❧❡s✐❛♥s ✇❡r❡ ✐♥❞❡❡❞ ❛s ♠✉❝❤ ❵❤✐s s♦♥s✬ ❛s t❤❡ ❜♦②s✳ ❆❝t✉❛❧❧②
t❤❡ ❙❛❧❡s✐❛♥s ✇❡r❡ ❡✈❡♥ ♠♦r❡ ❤✐s s♦♥s ✐♥ ❏❡s✉s ❈❤r✐st✳ ■t s❤♦✉❧❞ ❜❡ ♥♦t✐❝❡❞ ✐♥ ♣❛ss✐♥❣
t❤❛t t❤❡ ❝✐r❝✉❧❛r t♦ t❤❡ ❙❛❧❡s✐❛♥s ✐s ♣r❡s❡r✈❡❞ ✇✐t❤ t❤❡ s❛♠❡ ❞❛t❡ ❛s t❤❡ ❧❡tt❡r t♦ t❤❡
❜♦②s✱ ✇❤✐❝❤ ❤❛❞ r❡❛❧❧② ❜❡❡♥ s❡♥t ❢r♦♠ ❘♦♠❡✱ ❞❛t❡❞ ✶✵ ▼❛② ✶✽✽✹✳ P✳ ❇r❛✐❞♦ ❤♦✇❡✈❡r
t❤♦✉❣❤t ✐t ♥❡❝❡ss❛r② t♦ ✇r✐t❡ t❤❛t t✇♦ ❡❞✐t✐♦♥s ♦❢ t❤❡ ❵❧♦♥❣ ✈❡rs✐♦♥✬ ♦❢ t❤❡ ❧❡tt❡r ❡①✐st✿
❛♥ ✉♥✜♥✐s❤❡❞ ♦♥❡ ✭♠s✳ ✮ ❛♥❞ ❛ ❢✉❧❧② ❡❧❛❜♦r❛t❡ ♦♥❡ ✭♠s✳ ✮✳ ❚❤♦s❡ t✇♦ ❤♦✇❡✈❡r✱ ❤❡
❣♦❡s ♦♥✱ ✇❡r❡ ✈❡r② ❧✐❦❡❧② ♣r♦❞✉❝❡❞ ✇✐t❤ ❛ ❝❡rt❛✐♥ t✐♠❡ ✐♥t❡r✈❛❧ ✐♥ ❜❡t✇❡❡♥ t❤❡♠✳■ s❤❛❧❧
r❡t✉r♥ t♦ t❤✐s ❝❛✉t✐♦✉s❧② ❢♦r♠✉❧❛t❡❞ ❤②♣♦t❤❡s✐s✳
❚❤❡ ❊♥❣❧✐s❤ tr❛♥s❧❛t✐♦♥ ✏s♦♥s✑❝❛♥ ❜❡ ❢♦✉♥❞ ✐♥ ❈♦♥st✐t✉t✐♦♥s ❛♥❞ ❘❡❣✉❧❛t✐♦♥s✱ ❘♦♠❡✱ ❊❞✐tr✐❝❡ ❙✳❉✳❇✳✱
✶✾✾✼✱ ♣♣✳ ✷✺✹✲✷✻✹✳ ❈❢✳ ❊▼❇ ❳❱■■✱ ♣♣✳ ✽✺✲✾✹✳ ❚❤❡ ❧❛tt❡r ❝♦♥t❛✐♥s t❤✐s tr❛♥s❧❛t✐♦♥✿ ✏▼② ♠♦st
❜❡❧♦✈❡❞ ❝❤✐❧❞r❡♥ ✐♥ ❏❡s✉s ❈❤r✐st✳✑
❚❤❡ s❡♣❛r❛t❡ ❙✉ss✐❞✐♦ ♦r ❆✉①✐❧✐❛r② ❇♦♦❦❧❡t ✐s ❡❞✐t❡❞ ✐♥ t❤❡ ■t❛❧✐❛♥ ❧❛♥❣✉❛❣❡✳ ■♥ t❤✐s st✉❞② ■ r❡❢❡r t♦
t❤❡ t❡①ts ✐♥ t❤✐s ❙✉ss✐❞✐♦ ❜② ✜❣✉r❡s ❜❡t✇❡❡♥ ❜r❛❝❦❡ts✿ ❡✳❣✳ ❬✼❪✳
❇❘❆■❉❖✱ P✳✱ ▲❛ ❧❡tt❡r❛✳✳✳✱ ♣✳ ✷✼✳
✺✶

6.2 Page 52

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❇✉t ❛s ✐t ❤❛♣♣❡♥s ✐t ✐s ♥♦t ❛s s✐♠♣❧❡ ❛s ✐t ❛♣♣❡❛rs✳ ❚❤❡ tr❛♥s❧❛t❡❞ ❛❞❞r❡ss ❣♦❡s ❜❛❝❦
t♦ t❤❡ ■t❛❧✐❛♥ ♦♥❡✿ ✏▼✐❡✐ ❝❛r✐ss✐♠✐ ✜❣❧✐✉♦❧✐ ✐♥ ●❡sù ❈r✐st♦✑ ✭❧❡tt❡r t♦ t❤❡ ❜♦②s✮ r❡s♣❡❝✲
t✐✈❡❧② ✏▼✐❡✐ ❝❛r✐ss✐♠✐ ✜❣❧✐✉♦❧✐ ✐♥ ●❡sù ❈✳✑ ✭❧♦♥❣❡r ❝✐r❝✉❧❛r t♦ t❤❡ ❝♦♥❢r❡r❡s✮✳ ❵❋✐❣❧✐✉♦❧♦✬♦r
❵✜❣❧✉♦❧♦✬ ❛r❡ ❞✐♠✐♥✉t✐✈❡s ♦❢ t❤❡ ❜❛s✐❝ ✇♦r❞ ❵✜❣❧✐♦✬✳ ■t ✇❛s ✉s❡❞ t♦ ❡①♣r❡ss ♠♦r❡ ❢❛♠✐❧✲
✐❛r✐t②✱ ❝♦♥✜❞❡♥t✐❛❧✐t② ❛♥❞ ❛✛❡❝t✐♦♥✳ ■♥ t❤❡ ❝♦♥t❡①t ♦❢ ♦✉r ♥♦rt❤❡r♥ ❝✉❧t✉r❡ ✐t ✐s ♦❜✈✐♦✉s
t♦ ✉♥❞❡rst❛♥❞ t❤❛t t❤❡ ❞✐♠✐♥✉t✐✈❡ ✐♥ t❤❡ ❜♦②s✬ ❧❡tt❡r ✐s tr❛♥s❧❛t❡❞ ❜② ❵s♦♥s✬ r❛t❤❡r t❤❛♥
❜② ❵❜♦②s✬ t♦ s✉❣❣❡st t❤❡ ❢❛♠✐❧✐❛r✐t② ✐♥ t❤❡ ■t❛❧✐❛♥ ❛❞❞r❡ss✳ ❚❛❦✐♥❣ ✐♥t♦ ❛❝❝♦✉♥t ❤✐s ❥♦✈✐❛❧
❛♥❞ ❛✛❡❝t✐♦♥❛t❡ ❞❡❛❧✐♥❣ ✇✐t❤ t❤❡ ②♦✉♥❣st❡rs✱ ♦♥❡ ♠❛② ❡✈❡♥ ❡①♣❡❝t ❉♦♥ ❇♦s❝♦ t♦ ❜❡ ❦❡❡♥
♦♥ ✉s✐♥❣ t❤❛t ❛❞❞r❡ss t♦ ❵❤✐s ❜♦②s✬✱ r❛t❤❡r t❤❛♥ t♦ ❤✐s ❣r♦✇♥✲✉♣ ❛ss✐st❛♥ts✳ ❍♦✇❡✈❡r✱
t❤✐s ✐s ♥♦t t❤❡ ❝❛s❡✳ ❋♦r ②❡❛rs ✐♥ t❤❡ s❡✈❡♥t✐❡s✱ ❤❡ ❤❛❞ ♣r❡❢❡rr❡❞ t❤❡ ❢♦❧❧♦✇✐♥❣ ❛❞❞r❡ss❡s
✐♥ ❧❡tt❡rs t♦ t❤❡ ❜♦②s ✐♥ ❞✐✛❡r❡♥t ✐♥st✐t✉t❡s✿ ✏✈♦✐ t✉tt✐ ♠✐❡✐ ❝❛r✐ ✜❣❧✐ ❞✐ ❙✳ ▼❛rt✐♥♦✑✱ ✭t♦
❛❧❧ ♠② ❞❡❛r ❜♦②s ♦❢ ❙t ▼❛rt✐♥✮✱ ✏ ❈❛r✳♠✐ ♠✐❡✐ ❛rt✐❣✐❛♥✐ ✑ ✭✏▼② ✈❡r② ❞❡❛r ❛rt✐s❛♥s✑✮✱ ✏ ▼✐❡✐
❝❛r✐ ❛♠✐❝✐ ❉✐r❡tt♦r❡✱ ▼❛❡str✐✱ Pr♦❢❡ss♦r✐✱ ❆❧❧✐❡✈✐ ✑ ✭▼② ❞❡❛r ❢r✐❡♥❞s ❉✐r❡❝t♦r✱ ✈♦❝❛t✐♦♥❛❧
t❡❛❝❤❡rs✱ t❡❛❝❤❡rs✱ ♣✉♣✐❧s✑✮ ❛♥❞ ✏▼✐❡✐ ❝❛r✐ ✜❣❧✐ ❞✐ ❙✳ ◆✐❝♦❧❛s✳
❚❤❡r❡ ✇❛s ❛♥ ❡①❝❡♣t✐♦♥ t♦ t❤❡s❡ ❛❞❞r❡ss❡s✱ ❛ ❧❡tt❡r ♦❢ t❤❛♥❦s t♦ t❤❡ ❜♦②s ✐♥ ❱✐❧❧❛ ❈♦❧ó♥
✭❆r❣❡♥t✐♥❛✮ ✐♥ ✶✽✼✽✳ ❚❤❡r❡ ❉♦♥ ❇♦s❝♦ ✉s❡❞ t❤❡ ❞✐♠✐♥✉t✐✈❡✿ ✏❋✐❣❧✐✉♦❧✐ ♠✐❡✐ ❛♠❛t✐ss✐♠✐
✭✏▼② ✈❡r② ❞❡❛r ❜♦②s✑✮■t ✐s s✉✐t❛❜❧❡ ❤❡r❡ t♦ q✉♦t❡ ❛ q✉✐t❡ r❡❝❡♥t ❛♥♥♦t❛t✐♦♥ ♦❢ P✳ ❇r❛✐❞♦✿
✜❣❧✐ ✜❣❧✐✉♦❧✐ ✏❚❤❡ t❡r♠s ✏ ✑✱ ✏
✑✱ ❝❛♥ ❜❡ ❝♦♥s✐❞❡r❡❞ ❛s t❤❡ ♣❧❛✐♥ ■t❛❧✐❛♥ tr❛♥s❧❛t✐♦♥ ♦❢ t❤❡
✜❡✉❥ r❛❣❛③③✐ P✐❡♠♦♥t❡s❡ ❞✐❛❧❡❝t ✇♦r❞ ✏
✑✱ ✇❤✐❝❤ s✐♠♣❧② ♠❡❛♥s ✏
✑ ✭❜♦②s✮ ✐♥ ❝❡rt❛✐♥ ❝♦♥t❡①ts✳
■♥ t❤❡ ❢❛♠✐❧✐❛r ❧❛♥❣✉❛❣❡ ♦❢ ❉♦♥ ❇♦s❝♦ ❛♥❞ ❡✈❡r② r❡❝t♦r t❤❡s❡ ✇♦r❞s ❛r❡ ❡♥❤❛♥❝❡❞ ❜② ❛ ✈❡r②
s♣❡❝✐✜❝ ♥✉❛♥❝❡✱ ✐✳❡✳ ✐♥❝❧✉❞✐♥❣ t❤❡ r❡❧❛t✐♦♥s❤✐♣ ♦❢ ❛ s♣✐r✐t✉❛❧ ❛♥❞ ❡❞✉❝❛t✐♦♥❛❧ ❢❛t❤❡r❤♦♦❞
✈✐s✲à✲✈✐s t❤❡ ❜♦②s✳✑
■♥ t❤❡ s❡✈❡♥t✐❡s ❉♦♥ ❇♦s❝♦ ❛❞❞r❡ss❡❞ ❤✐♠s❡❧❢ t♦ t❤❡ ❙❛❧❡s✐❛♥s ✐♥ t❤❡ s❛♠❡ ✇❛②✳ ■♥ ✶✽✼✹
✜❣❧✐ ❤❡ ✉s❡❞ ✏❚♦ t❤❡ ❜❡❧♦✈❡❞ s♦♥s ✭❵ ✬✮ ♦❢ ❙t ❋r❛♥❝✐s ❞❡ ❙❛❧❡s✑✱ ❜✉t ✐♥ t❤❡ t❡①t ✐ts❡❧❢✿ ✏❉❡❛r
✜❣❧✐✉♦❧✐ ❜❡❧♦✈❡❞ s♦♥s ✭
✮✳✑ ◆❡①t✿ ✏❚♦ ♠② ❞❡❛r s♦♥s ♦❢ t❤❡ ❤♦✉s❡ ♦❢✳ ✳ ✳ ✑✱ ✏▼② ❞❡❛r ❙❛❧❡s✐❛♥
s♦♥s✑✱ ✏▼♦st ❜❡❧♦✈❡❞ s♦♥s ✐♥ ❏✳❈✳✑ ❍✐s ✏▼❡♠♦✐rs✑ ✭▼❡♠♦r✐❡ ❞❡❧❧✬ ❖r❛t♦r✐♦✮✱ ✇❤✐❝❤ ❤❡
♣r♦❜❛❜❧② st❛rt❡❞ ✐♥ ✶✽✼✸✱ ✇❡r❡ ❡①♣❧✐❝✐t❧② ❛♥❞ ❡①❝❧✉s✐✈❡❧② ♠❡❛♥t ❢♦r ❤✐s ✏✈❡r② ❜❡❧♦✈❡❞
❙❛❧❡s✐❛♥ s♦♥s ✭✏♣❡✬ ♠✐❡✐ ❝❛r✐ss✐♠✐ ✜❣❧✐ ❙❛❧❡s✐❛♥✐ ✑✮✳✑ ❆ ❢❡✇ ❧✐♥❡s ❞♦✇♥ ✐t s✐♠♣❧② s❛②s ✏♠✐❡✐
✜❣❧✐ ✑✱ ♠② s♦♥s✳ ❆❧t❤♦✉❣❤ t❤❡ ❞♦❝✉♠❡♥t ✇❛s ❝♦♥✜❞❡♥t✐❛❧✳ ❙t✐❧❧ ✐♥ ✶✽✼✽ ✐♥ t❤❡ ▲❛t✐♥ ❧❡tt❡r
✜❣❧✐ ❛❢t❡r t❤❡ ❋✐rst ●❡♥❡r❛❧ ❈❤❛♣t❡r✱ ✐t s❛②s✿ ✏▼♦st ❜❡❧♦✈❡❞ s♦♥s✑ ✭✏
✑✮✳❈♦♥tr❛r② t♦ t❤✐s✱
❊ ✭♠✮✱ ✈♦❧✳ ◗✉❛rt♦✱ ♣♣✳ ✶✾✻✱✷✵✽ ❛♥❞ ❊ ■■■✱ ♣✳ ✺❀ ❊ ■■■✱ ♣✳ ✻✾✳ ❈❢✳ ❇■❊❙▼❆◆❙✱ ❘✱ ❉❡ ❜r✐❡❢ ✉✐t ❘♦♠❡
❛❛♥ ❞❡ ❥♦♥❣❡♥s✳✳✳✱ ♣♣✳ ✸✹✲✸✳
❊ ■■■✱ ♣✳ ✷✵✵✳ ❚❤✐s ❝♦rr❡s♣♦♥❞s ✇❡❧❧ ✇✐t❤ t❤❡ ❛❞❞r❡ss ✐♥ t❤❡ ✏❘❡❣✉❧❛t✐♦♥s ❢♦r t❤❡ ❍♦✉s❡s✳ ✳ ✳ ✑ ❢r♦♠
✶✽✼✼✳ ❚❤❡r❡ ❉♦♥ ❇♦s❝♦ ✇r♦t❡✿ ✏❚❤❡ ❝❤✉r❝❤✱ ❞❡❛r s♦♥s ✭✏ ♦ ❝❛r✐ ✜❣❧✐✉♦❧✐✑✮ ✐s t❤❡ ❤♦✉s❡ ♦❢ ●♦❞✳✑ ❈❢✳
❖❊ ❳❳■❳ ❬✶✻✵❪✳ ❈❢✳ ❛❧s♦ ❛t t❤❡ ❡♥❞ ♦❢ ❛ ❧♦♥❣ st♦r② ❞✉r✐♥❣ ❛ ❣♦♦❞ ♥✐❣❤t ✐♥ ▼❛② ✶✽✻✽ ✇❤❡r❡ ❤❡ ❛s❦❡❞
t❤❡ q✉❡st✐♦♥✿ ✏❲❤❛t ❛♠ ■ s✉♣♣♦s❡❞ t♦ t❡❧❧ ♠② ❜♦②s ✭❛✐ ♠✐❡✐ ✜❣❧✐✉♦❧✐✮ t♦ ✐♥st✐❧ r❡✈✉❧s✐♦♥ ❢♦r ✐t ✐♥t♦
t❤❡♠❄✑ ✭❊ ✭♠✮✱ ✈♦❧✳ ♣r✐♠♦✱ ♣✳ ✹✺✷✳ ❈❢✳ ▼❇ ■❳✱ ♣✳ ✶✻✹❀ ❊▼❇ ■❳✱ ♣✳ ✽✸ ✇✐t❤ t❤❡ tr❛♥s❧❛t✐♦♥ ✏s♦♥s✑✳ ■t
✐s ❛ ♣✐t② ❞❛t❛ ❛r❡ ♠✐ss✐♥❣ ❛❜♦✉t t❤❡ ❧❡tt❡r ♦❢ ✶✽✽✹ ✇❤✐❝❤ ❉♦♥ ❇♦s❝♦ ✇r♦t❡ ❢r♦♠ ❘♦♠❡ t♦ ❋r ❋❡❜r❛r♦
❛♥❞ ❤✐s ♣✉♣✐❧s ♦❢ t❤❡ ✹t❤ ❛♥❞ ✺t❤ ②❡❛r ♦❢ t❤❡ s❡❝♦♥❞❛r② s❝❤♦♦❧✱ ♣✉♣✐❧s ✇❤♦ ✇❡r❡ t❤❡ s♦✲❝❛❧❧❡❞ ❛♣♣❧❡s
♦❢ ❤✐s ❡②❡✳ ✭▼❇ ❳❱■■✱ ♣✳ ✼✼❀ ❊▼❇ ❳❱■■✱ ✺✼✱ t❡①t ❛♥❞ ❢♦♦t♥♦t❡ ✹✳✮
❇❘❆■❉❖✱ P✳✱ Pr❡✈❡♥✐r❡✳ ✳ ✳ ✱ ♣✳ ✸✶✷✴❢♦♦t♥♦t❡ ✷✼✳
❚❤❡ q✉♦t❛t✐♦♥s ❝♦♥s❡❝✉t✐✈❡❧② ❝♦♠❡ ❢r♦♠✿ ❊ ✭♠✮✱ ✈♦❧✳ q✉❛rt♦✱ ♣♣✳ ✶✶✸❀ ✶✼✽❀ ✷✶✺❀ ✷✺✺✳
❇❖❙❈❖✱ ●✳✱
▼❡♠♦r✐❡ ❞❡❧❧✬❖r❛t♦r✐♦ ❞✐ ❙✳ ❋r❛♥❝❡s♦ ❞✐ ❙❛❧❡s ❞❛❧ ✶✽✶✺ ❛❧ ✶✽✺✺✱ ❘♦♠❡✱ ▲❆❙✱ ✶✾✾✶✱ ♣✳ ✸✵✴✶✸ ❛♥❞ ♣✳
✸✵✴✶✽✲✶✾✳ ❊ ■■■✱ ♣✳ ✹✵✹✳ ❈❢✳ ❇❖❙❈❖ ●✳✱ ▼❡♠♦✐rs ♦❢ t❤❡ ❖r❛t♦r② ♦❢ ❙❛✐♥t ❋r❛♥❝✐s ❞❡ ❙❛❧❡s ❢r♦♠
✶✽✶✺ t♦ ✶✽✺✺✱ tr❛♥s❧❛t❡❞ ❜② ❉❛♥✐❡❧ ▲②♦♥s✱ ❙❉❇✱ ◆❡✇ ❘♦❝❤❡❧❧❡✱ ◆❡✇ ❨♦r❦✱ ❙❛❧❡s✐❛♥ P✉❜❧✐s❤❡rs✱ ✷✵✵✼✱
♣✳ ✸✵✳
✺✷

6.3 Page 53

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✐❣❧✐✉♦❧✐ ✐t ❛❧r❡❛❞② s❛②s ✐♥ ✶✽✼✹ ✏❚♦ ♠② ♠♦st ❜❡❧♦✈❡❞ s♦♥s ✭✏❢
✑✮ r❡❝t♦rs ❛♥❞ ❝❧❡r✐❝s ♦❢ t❤❡
❙❛❧❡s✐❛♥ ❈♦♥❣r❡❣❛t✐♦♥✳✑
❆s ❧❛t❡ ❛s t❤❡ ❡✐❣❤t✐❡s t❤❡ s❡♥s✐t✐✈❡ ❛❞❞r❡ss ✇❛s r❡❛❧❧② ♣r❡❞♦♠✐♥❛♥t✳ ❙♦ ✐t s❛②s ✐♥ t❤❡
✜❣❧✐✉♦❧✐ ♥❡✇ ②❡❛r✬s ❧❡tt❡r ♦❢ ❏❛♥✉❛r② ✻ ✶✽✽✹✿ ✏▼② ❞❡❛r ❛♥❞ ❜❡❧♦✈❡❞ s♦♥s✑ ✭❵
✬✮✱ ✇❤✐❝❤ ✐s
r❡♣❡❛t❡❞ ✐♥ t❤❡ s❛♠❡ ❧❡tt❡r✳ ❲❡ ❢✉rt❤❡r ✜♥❞ t❤❡ ❛❞❞r❡ss❡s ✐♥ ❛ ♣❛rt ♦❢ t❤❡ ❝♦♥t✐♥✉❛t✐♦♥ ♦❢
❤✐s ✏▼❡♠♦✐rs✑✱ ✐✳❡✳ ✐♥ t❤❡ s♦✲❝❛❧❧❡❞ ✏s♣✐r✐t✉❛❧ t❡st❛♠❡♥t✑ ✭✶✽✽✹✲✺✲✻✮✳ ❚✇✐❝❡ ✐♥ s✉❝❝❡ss✐♦♥ ✐t
✜❣❧✐✉♦❧✐ s❛②s✿ ✏❚♦ ❛❧❧ ♠② ❞❡❛r s♦♥s ✭❵
✬✮ ✐♥ ●✳❈✳✑ ❛♥❞ ✏▼② ❞❡❛r ❛♥❞ ❜❡❧♦✈❡❞ s♦♥s ✐♥ ●✳❈✳✑
❋❛✐r ❡♥♦✉❣❤ ♦♥❡ ❤❛s t♦ st❛t❡ t❤❡ s♣✐r✐t✉❛❧ t❡st❛♠❡♥t ❤❛❞ ♦❜✈✐♦✉s❧② ♥♦t ❜❡❡♥ ✇r✐tt❡♥ ②❡t
✐♥ ▼❛② ✶✽✽✹✳
❚♦ ▲❡♠♦②♥❡ ❤✐♠s❡❧❢ t❤✐s ❛❞❞r❡ss ✇❛s ♥♦t ✉♥✉s✉❛❧ ❛t ❛❧❧✱ ♣❛rt✐❝✉❧❛r❧② ♥♦t ✇❤❡♥ ❝♦♥✲
❝❡r♥✐♥❣ t❤❡ ❜♦②s✳ ❍❡ ❤✐♠s❡❧❢ ✉s❡❞ t❤❡ ♣❤r❛s❡✱ ❢♦r ✐♥st❛♥❝❡ ✐♥ ❛ ❧❡tt❡r t♦ t❤❡ ❜♦②s ♦❢ ▲❛♥③♦
❝❛r✐ ✜❣❧✐✉♦❧✐ ♦♥ ✶✽ ❆♣r✐❧ ✶✽✻✽✿ ✏▼② ❞❡❛r ❜♦②s ✭❵
✬✮ ♦❢ t❤❡ ▲❛♥③♦ ❈♦❧❧❡❣❡✳✑ ❍❡ ❛❧s♦ ✉s❡❞ ✐t ✐♥
❛ ❧❡tt❡r t♦ ❋r ❘✉❛ ♦♥ ✷✸ ❆♣r✐❧ ✶✽✽✹✿ ✏❍❡ ✭❉♦♥ ❇♦s❝♦✮ ❝♦♥t✐♥✉❡s ❞❡❛❧✐♥❣ ✇✐t❤ ❝♦♥❣r❡❣❛✲
t✐♦♥❛❧ ♠❛tt❡rs✳ ❲❡ ❝❛♥ s❡❡ ❛♥② t✐♠❡ ❤♦✇ ♠✉❝❤ ❤❡ ❧♦✈❡s ✉s ❛♥❞ ❤♦✇ ♠❛♥② s❛❝r✐✜❝❡s ❛♥❞
✜❣❧✐✉♦❧✐ ❤✉♠✐❧✐❛t✐♦♥s ❤❡ ❜❡❛rs ❢♦r ❤✐s s♦♥s ✭❵
✬✮✳✑ ✶✵ ❆❝❝♦r❞✐♥❣ t♦ t❤❡ ❝♦♥t❡①t ❤❡ ♠✉st ❤❛✈❡
♠❡❛♥t ❤✐s ❝♦♥❢r❡r❡s ✇❤❡♥ ❤❡ ✉s❡❞ t❤❡ ♣❤r❛s❡ ❛t t❤❛t t✐♠❡✳ ❙♦ t❤✐s ❛❞❞r❡ss ✇❛s ♣❡r❢❡❝t❧②
❛♣♣❧✐❝❛❜❧❡ t♦ t❤❡ ❙❛❧❡s✐❛♥s ❛s ✇❡❧❧✱ ❡✈❡♥ t❤♦✉❣❤ ✐t ✇❛s ✉s❡❞ ♦♥❧② ❛❢t❡r t❤❡ ◆❡✇ ❨❡❛r✬s
❧❡tt❡r ♦❢ ✶✽✽✹ ❛♥❞ ▲❡♠♦②♥❡✬s ❧❡tt❡r✳ ❚❤❡ ✐♠♣❛❝t ♦❢ s✉❝❤ ❧❡tt❡rs ✐♥ ❱❛❧❞♦❝❝♦ s❤♦✉❧❞ ♥❡✈❡r
❜❡ ✉♥❞❡r❡st✐♠❛t❡❞✳
❚♦ ❜❡ ❝♦♠♣❧❡t❡ ✐t s❤♦✉❧❞ ❜❡ ❛❞❞❡❞ t❤❛t ❉♦♥ ❇♦s❝♦ s❡♥t ❛ ♣❡rs♦♥❛❧❧② ✇r✐tt❡♥ ❧❡tt❡r
❞❛t❡❞ ✷✸ ❆♣r✐❧ ✶✽✽✹ t♦ ●✳ ▲❛③③❡r♦ ❞✉r✐♥❣ ❤✐s st❛② ✐♥ ❘♦♠❡✳ ❍❡ ❣❛✈❡ ❤✐♠ t❤❡ ✐♥str✉❝t✐♦♥✿
✏t♦ ❝♦♠♠✉♥✐❝❛t❡ t♦ ♦✉r ❜❡❧♦✈❡❞ ❝♦♥❢r❡r❡s ✭❵❛♠❛t✐ ❝♦♥❢r❛t❡❧❧✐ ✬✮ ❛♥❞ ❞❡❛r ❜♦②s ✐♥ t❤❡ ❤♦✉s❡
✭❵❝❛r✐ ✜❣❧✐ ❞❡❧❧❛ ❝❛s❛✬✮✳✑ ✶✶ ❯s✐♥❣ t❤♦s❡ r❛t❤❡r s✐♠♣❧✐✜❡❞ ❛❞❞r❡ss❡s ❉♦♥ ❇♦s❝♦ ❞✐❞ ♥♦t t✇✐❝❡
❝♦♥❢r❛t❡❧❧✐ ♠❡❛♥ t❤❡ ❙❛❧❡s✐❛♥s✱ ❜✉t ❜♦t❤ ❣r♦✉♣s✿ ♦♥ t❤❡ ♦♥❡ ❤❛♥❞ t❤❡ ❛❞✉❧ts ✭
✮ ❛♥❞ ♦♥
✜❣❧✐ t❤❡ ♦t❤❡r ❤❛♥❞ t❤❡ ②♦✉♥❣st❡rs ✭ ✮✳
❆♥②✇❛②✱ ❝♦♣②✐♥❣ t❤❡ ❛❞❞r❡ss ❢r♦♠ t❤❡ ❧❡tt❡r t♦ t❤❡ ❜♦②s ✐♥t♦ t❤❡ ❝♦♠❜✐♥❡❞ ✇r✐tt❡♥
✐t❡♠ ♠❡❛♥t ❢♦r t❤❡ ❙❛❧❡s✐❛♥s ❞♦❡s ♥♦t ❝♦♠❡ ♦✉t ♦❢ t❤❡ ❜❧✉❡✳ ❊✈❡♥ ❛ ❞❡t❛✐❧ s✉❝❤ ❛s
t❤❡ ❛❜❜r❡✈✐❛t✐♦♥ ❵✐♥ ●✳❈✳✬ ✐♥ t❤❡ ✇r✐tt❡♥ ❝♦♠♠✉♥✐❝❛t✐♦♥ t♦ t❤❡ ❙❛❧❡s✐❛♥s s❡❡♠s ✈❡r②
✉s✉❛❧✳ ❚❤❡ ♦r✐❣✐♥❛❧ ❛❞❞r❡ss ✐♥ t❤❡ ❧❡tt❡r ❢r♦♠ ❘♦♠❡ t♦ t❤❡ ❜♦②s t❤❡♠s❡❧✈❡s ♠❛② ❧♦♦❦
❛ ❧✐tt❧❡ ❧❡ss ♦✉t ♦❢ t❤❡ ♦r❞✐♥❛r②✱ ❜✉t ✐s ♥♦t r❡❛❧❧② ❡①❝❡♣t✐♦♥❛❧✳ ❚❤❛t ✇❛s ❛❧❧ t❤❡ ♠♦r❡
s♦ ❜❡❝❛✉s❡ ♦❢ t❤❡ ❝✐r❝✉♠st❛♥❝❡s ✐♥ ✇❤✐❝❤ ❉♦♥ ❇♦s❝♦ ❢♦✉♥❞ ❤✐♠s❡❧❢ ✐♥ ❘♦♠❡✱ ✐♥ ✇❤✐❝❤
❝♦♥t❡①t t❤❡ ❢❛♠✐❧✐❛r r❡❧❛t✐♦♥s❤✐♣ ✇✐t❤ t❤❡ ❖r❛t♦r② ❛♥❞ t❤❡ ②♦✉♥❣st❡rs ✇❛s ❛♥ ✐♠♣♦rt❛♥t
❊ ■■■✱ ♣✳ ✹✷✷✳ ■t ❣♦❡s ❡✈❡♥ ❢✉rt❤❡r ❜❛❝❦ ✐♥t♦ t❤❡ ♣❛st✱ ❡✳❣✳ ✐♥ ❛ ❧❡tt❡r ♦❢ ✷✸ ❏✉❧② ✶✽✻✶✿ ✏ ●✐♦✈❛♥✐ ♠✐❡✐ ❡
✜❣❧✐✉♦❧✐ ❝❛r✐ss✐♠✐✑✱ r❛t❤❡r ❛❞❞r❡ss✐♥❣ t❤❡ ❧♦❝❛❧ ❝♦♥❢r❡r❡s ✇✐t❤ ✏ ✜❣❧✐✉♦❧✐✑ ✭▼❇ ❱■✱ ♣♣✳ ✾✾✵✲✾✾✶❀ ❊▼❇
❱■✱ ♣✳ ✺✾✺ ✭✏▼② ❞❡❛r ❜♦②s ❛♥❞ s♦♥s✳✑✮
❊ ✭♠✮✱ ✈♦❧✳ ◗✉❛rt♦✱ ♣✳ ✸✺✽✳ ✏❚❤❡ ✉s❡ ♦❢ ♣✉♥✐s❤♠❡♥ts ✐♥ ❙❛❧❡s✐❛♥ ❍♦✉s❡s✑ ✐♥ ❊ ■❱✱ ♣♣✳ ✷✵✶✲✷✵✷✳ ▼❇
❳❱■✱ ♣♣✳ ✹✸✾✲✹✹✵❀ ❊▼❇ ❳❱■✱ ♣♣✳ ✸✻✽✲✸✻✾ ✭❜♦t❤ t♦ t❤❡ ❛❞✉❧ts ❛♥❞ ❛❜♦✉t t❤❡ ②♦✉♥❣st❡rs✮✳ ❚❤❡ ◆❡✇
❨❡❛r✬s ❧❡tt❡r ✐♥ ❊ ■❱✱ ♣✳ ✷✹✽❀ ▼❇ ❳❱■■✱ ♣♣✳✶✺✲✶✼❀ ❊▼❇ ❳❱■■✱ ♣✳ ✶ ✭✏❉❡❛r ❛♥❞ ❜❡❧♦✈❡❞ ❝❤✐❧❞r❡♥✑ ✐s
♥♦ ❛♣♣r♦♣r✐❛t❡ tr❛♥s❧❛t✐♦♥✱ ❛s t❤❡ ❧❡tt❡r ✐s ❞✐r❡❝t❡❞ t♦ t❤❡ ❙❛❧❡s✐❛♥s ♦♥❧②✳✮ ❚❤❡ s♣✐r✐t✉❛❧ t❡st❛♠❡♥t ✐♥
❇❘❆■❉❖✱ P✳✱ ❉♦♥ ❇♦s❝♦ ❡❞✉❝❛t♦r❡✳✳✳✱ ♣✳ ✹✵✾✴✶✽✼ ❛♥❞ ♣✳ ✹✶✵✴✶✾✵✳ ❈❢✳ ❈♦♥st✐t✉t✐♦♥s✳✳✳✱ ♣✳ ✷✻✼✱ ♦♥❧②
♦♥❝❡✳
✶✵❇❘❆■❉❖✱ P✳✱ ▲❛ ❧❡tt❡r❛✳✳✳✱ ♣✳ ✶✶✳ ❈❢✳ ▼❇ ■❳✱ ♣✳ ✶✸✸❀ ❊▼❇ ■❳✱ ♣✳✻✽✿ ✏▼② ❞❡❛r s♦♥s✑ s❤♦✉❧❞ ❜❡✿
✏▼② ❞❡❛r ❜♦②s ♦❢ t❤❡ ❈♦❧❧❡❣❡ ✐♥ ▲❛♥③♦✑✳ ❨♦✉ ❝❛♥ ✜♥❞ ✐t ❛❧s♦ ✐♥ t❤❡ ❧❡tt❡rs t♦ t❤❡ ❜♦②s ✐♥ ✶✽✼✺
✭❇❘❆■❉❖✱ P✳✲❆❘❊◆❆▲ ▲▲❆❚❆ ❘❖●❊▲■❖✱ ❉♦♥ ●✐♦✈❛♥♥✐ ❇❛tt✐st❛ ▲❡♠♦②♥❡ ❛ttr❛✈❡rs♦ ✷✵ ❧❡tt❡r❡ ❛
❉♦♥ ▼✐❝❤❡❧❡ ❘✉❛✱ ❘❙❙✳✱ ❆♥♥♦ ❱■■✱ ♥♦ ✶ ✭✶✷✮ ✶✾✽✽✱ ♣✳ ✶✹✼✴✸✼✮
✶✶❊ ■❱✱ ♣✳ ✷✺✻✳ ❈❢✳ ▼❇ ❳❱■■✱ ♣✳ ✶✶✺✲✶✶✻✳ ❊▼❇ ❳❱■■✱ ♣✳ ✾✺✳
✺✸

6.4 Page 54

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❛s♣❡❝t✳ ❚❤♦s❡ ❝✐r❝✉♠st❛♥❝❡s ❛r❡ t❛♥❣✐❜❧❡ ✐♥ t❤❡ ❣❡♥❡r❛❧ ✐♥tr♦❞✉❝t✐♦♥✱ ✇❤✐❝❤ ✇❛s ♠❡❛♥t
❢♦r t❤❡ ❜♦②s ✐♥ t❤❡ ✜rst ♣❧❛❝❡✳ ■♥ t❤❡ s❛♠❡ ✇❛② t❤❡ ❛❞❞r❡ss ✇✐t❤ t❤❡ ✐♥❞✐❝❛t❡❞ ❞✐✛❡r❡♥❝❡
♦❢ ❞❡t❛✐❧ ●❡sù ❈✳ ✈❡rs✉s ●❡sù ❈r✐st♦s✉✐t❡❞ ❜♦t❤ ✇r✐tt❡♥ ❝♦♠♠✉♥✐❝❛t✐♦♥s✳
✸✳✶✳✷ ❈♦♥s✐❞❡r❛t✐♦♥s ❛♥❞ s❡♥t✐♠❡♥ts ♦♥ t❤❡ ♦❝❝❛s✐♦♥ ♦❢ t❤❡ ❧♦♥❣ ❧❛st✐♥❣
❛❜s❡♥❝❡ ❢r♦♠ t❤❡ ❖r❛t♦r② ❬✸❪
❉❡s♣✐t❡ ❤✐s ✇♦rr②✐♥❣ ❛♥❞ ❛❧s♦ ♣✐t✐❢✉❧ st❛t❡ ♦❢ ❤❡❛❧t❤✱ ❉♦♥ ❇♦s❝♦ ❤❛❞ ❧❡❢t ❢♦r ❋r❛♥❝❡ ♦♥
▼❛r❝❤ ✶ ✶✽✽✹ ❛♥❞ tr❛✈❡❧❧❡❞ ♦♥ t♦ ❘♦♠❡ ❛t t❤❡ ❜❡❣✐♥♥✐♥❣ ♦❢ ❆♣r✐❧✳ ❙♦ ❜② ❤❛❧❢✇❛② t❤r♦✉❣❤
▼❛② ❤❡ ❤❛❞ ❜❡❡♥ ❛❜s❡♥t ❢r♦♠ t❤❡ ❖r❛t♦r② ❢♦r ❛❜♦✉t t✇♦ ♠♦♥t❤s✳
❚❤❛t ✇❛s ♦❜✈✐♦✉s❧② ❧♦♥❣ ❡♥♦✉❣❤ t♦ ❢❡❡❧ t❤❡ ♥❡❡❞ t♦ ❝♦♠♠✉♥✐❝❛t❡ ✇✐t❤ t❤❡ ❜♦②s t❤r♦✉❣❤
❛ ❧❡tt❡r ❛♥❞ t♦ ❡①♣r❡ss t❤❡ ❞❡s✐r❡ t♦ ❜❡ ✇✐t❤ t❤❡♠ ✐♥ r❡❛❧✐t② ❛s ❤❡ ❤❛❞ ❞♦♥❡ ♦♥ ♣r❡✈✐♦✉s
♣❡r✐♦❞s ♦❢ ❛❜s❡♥❝❡✱ ❡✈❡♥ ♠♦r❡ s♦ t❤❛♥ ♦♥ ♦t❤❡r ♦❝❝❛s✐♦♥s✳ ■t ✇❛s ✏❛ ❧♦♥❣ ❡♥♦✉❣❤ t✐♠❡
♦❢ ❜❡✐♥❣ ❛✇❛② ❢r♦♠ t❤❡♠✑ t♦ ♠❛❦❡ ❛♥ ❛❧❧✉s✐♦♥ ♦♥ ✐ts ❧♦♥❣ ❧❛st✐♥❣✱ ❛❧s♦ ✐♥ ▼❛② ✶✽✽✹✱ ❛s
❤❡ ✉s❡❞ t♦ ❞♦ ✐♥ ♦t❤❡r ❧❡tt❡rs ❛♥❞ ❣♦♦❞ ♥✐❣❤ts✱ ❛♥❞ t♦ ❛ss✉r❡ t❤❡ ❜♦②s ❤❡ ✇❛s ♦❢t❡♥✱
❛❝t✉❛❧❧② ✏❛❧✇❛②s t❤✐♥❦✐♥❣✑ ♦❢ t❤❡♠ ❛s ❤❡ st❛t❡❞ ✐♥ t❤❡ ❧❡tt❡r t♦ t❤❡ ❜♦②s✳ ❙♦ ❤❛❞ ❤❡
❜❡❡♥ ❡①♣r❡ss✐♥❣ ✐t ❢♦r ❛ ♥✉♠❜❡r ♦❢ ②❡❛rs t♦ t❤❡ ②♦✉♥❣st❡rs ✇❤♦ st❛②❡❞ ✐♥ t❤❡ ❖r❛t♦r② ✐♥
✶✽✼✵✳ ❍❡ ✇r♦t❡ ❛❜♦✉t t❤❡ s❛♠❡ ❢❡❡❧✐♥❣ ✐♥ ❛ ❧❡tt❡r ❢r♦♠ ❘♦♠❡ t♦ ❋r ❘✉❛✿ ✏❆❧t❤♦✉❣❤ ■ ❛♠
❝♦♥❝❡r♥❡❞ ❬♥♦t❪ ♦♥❧② ✇✐t❤ t❤❡ ❤♦✉s❡ ❛♥❞ ♦✉r ❜♦②s ❤❡r❡ ✐♥ ❘♦♠❡✱ ♠② t❤♦✉❣❤ts st✐❧❧ ❦❡❡♣
✢②✐♥❣ t♦ ✇❤❡r❡ ■ ❝❤❡r✐s❤ ♠② tr❡❛s✉r❡ ✐♥ ❏❡s✉s ❈❤r✐st✱ ♠② ❞❡❛r ❜♦②s ♦❢ t❤❡ ❖r❛t♦r②✳✑ ✶✷ ■t
✐s s♦♠❡t❤✐♥❣ ❋r ▲❡♠♦②♥❡ ❤❛❞ ❞♦♥❡ ❛♥❞ ✇r✐tt❡♥ ❤✐♠s❡❧❢ ✇❤❡♥ ❤❡ ✇❛s r❡❝t♦r ❛t ▲❛♥③♦✳✶✸
❋♦r t❤❛t t❤♦✉❣❤t ❛♥❞ ❢♦r♠✉❧❛t✐♦♥ ❤❡ ❞✐❞ ♥♦t ❡✈❡♥ ♥❡❡❞ t❤❡ ✐♥s♣✐r❛t✐♦♥ ♦r t❤❡ ✇✐s❤ ♦❢ ❉♦♥
❇♦s❝♦✳ ❍❡ ❝♦✉❧❞ ✐♠♣❡rs♦♥❛t❡ ❡✛♦rt❧❡ss❧② t❤❡ ❢❡❡❧✐♥❣s ❛♥❞ t❤♦✉❣❤ts ♦❢ ❉♦♥ ❇♦s❝♦ ✉s✐♥❣
t❤❡ ✜rst ♣❡rs♦♥✳ ❚❤❡② ✇❡r❡ ✐♥ ❝♦♠♣❧❡t❡ ❤❛r♠♦♥② ✇✐t❤ ❤✐s ♦✇♥ t❤♦✉❣❤ts ❛♥❞ ❢❡❡❧✐♥❣s ✐♥
s✉❝❤ ❝✐r❝✉♠st❛♥❝❡s✳
❙✐♠✐❧❛r ❡①♣r❡ss✐♦♥s ❛❜♦✉t ❧♦♥❣ ❧❛st✐♥❣ ❛❜s❡♥❝❡ ❛r❡ ♥♦t ♣r❡s❡♥t ✐♥ t❤❡ ❝✐r❝✉❧❛rs t♦ t❤❡
❙❛❧❡s✐❛♥s✱ ❜✉t t❤❡ st❛t❡♠❡♥t ♦❢ ❋r ▲❡♠♦②♥❡ ❛❜♦✉t ✏❛❧✇❛②s t❤✐♥❦✐♥❣ ♦❢ ✑ ✐♥ t❤❡ ❧❡tt❡r ♦❢
✷✸ ❆♣r✐❧ ✶✽✽✹ ✐s s✐❣♥✐✜❝❛♥t✳ ❍❡ ✇r♦t❡✿ ✏❊✈❡r② ♠♦♠❡♥t ✇❡ ♠❛② ❡①♣❡r✐❡♥❝❡ ❤♦✇ ♠✉❝❤ ❤❡
❧♦✈❡s ✉s✳✑ ✶✹ ✏❊✈❡r② ♠♦♠❡♥t✑ ❝❡rt❛✐♥❧② ❞♦❡s ♥♦t s♦✉♥❞ ❧❡ss ✐♥t❡♥s❡ t❤❛♥ ✏❛❧✇❛②s✑ ✐♥ ❤✐s
♣❡rs♦♥❛❧ ❧❡tt❡r t♦ t❤❡ ❜♦②s ❛ ❝♦✉♣❧❡ ♦❢ ❞❛②s ❜❡❢♦r❡ ✭✶✻ ❆♣r✐❧✮✿ ✏❉♦♥ ❇♦s❝♦ ❝❤❡r✐s❤❡s ❛❧❧ ♦❢
t❤❡♠ ❬t❤❡ ❜♦②s❪ ✐♥ ❤✐s ❤❡❛rt ❛♥❞ ❤❡ ✐s ❛❧✇❛②s ♣r❛②✐♥❣ ❢♦r t❤❡♠✳✑ ✶✺ ✏■ ❛♠ ❛❧✇❛②s t❤✐♥❦✐♥❣
✶✷❊ ✭♠✮ ✈♦❧✳ t❡r③♦✱ ♣✳✶✻✾✴✸✲✺✳ ❈❢✳ t❤❡ ❣♦♦❞ ♥✐❣❤t ❢r♦♠ ✭♣r♦❜❛❜❧②✮ ▼❛r❝❤ ✶✽✼✷✿ ✏❚❤r♦✉❣❤♦✉t ♠② ✐❧❧♥❡ss
✐♥ ❱❛r❛③③❡■ ✇❛s ❛❧✇❛②s ❤❡r❡ ❛♠♦♥❣ ②♦✉ ✐♥ ♠② t❤♦✉❣❤ts✳ ❋r♦♠ t❤❡r❡ ■ t❛❧❦❡❞ ❛❜♦✉t ②♦✉ ❞❛② ❛♥❞
♥✐❣❤t✱ ❛t ❛❧❧ ♣♦ss✐❜❧❡ t✐♠❡s✱ ❜❡❝❛✉s❡ ❛❧❧ ♠② ❤❡❛rt ✇❛s ❤❡r❡ ✇✐t❤ ②♦✉✳ ❊✈❡♥ ✇❤❡♥ ■ ❞r❡❛♠❡❞✳✑ ✭▼❇ ❳✱
♣♣✳ ✹✺✲✹✻❀ ❊▼❇ ❳✱ ♣✳ ✸✽✮ ❋✉rt❤❡r♠♦r❡ ✐♥ ❛ s❤♦rt t❛❧❦ ❛t t❤❡ ❜❡❣✐♥♥✐♥❣ ♦❢ ❏✉♥❡ ✶✽✼✽✿ ✏❇✉t t❤♦✉❣❤ ■
❞✐❞ ♥♦t ❝♦♠❡ ♣❡rs♦♥❛❧❧②✱ ♠② ♠✐♥❞ ✇❛s ❛❧✇❛②s ❤❡r❡ ✇✐t❤ ②♦✉✳✑ ✭▼❇ ❳■■■✱ ♣✳ ✼✺✷❀ ❊▼❇ ❳■■■✱ ♣✳ ✺✼✼✱
r❡✲tr❛♥s❧❛t❡❞✮✳ ❚❤❡ r❡s❡♠❜❧❛♥❝❡ ✇✐t❤ t❤✐s ♣❛ss❛❣❡ ✐s ♣❛rt✐❝✉❧❛r❧② str✐❦✐♥❣✳
✶✸❇❘❆■❉❖✱ P✳✱ ▲❛ ❧❡tt❡r❛✳✳✳✱ ♣✳ ✶✶✳ ❙❡❡ ❛❧s♦ ❇■❊❙▼❆◆❙✱ ❘✳✱ ❉❡ ❜r✐❡❢ ✉✐t ❘♦♠❡ ❛❛♥ ❞❡ ❥♦♥❣❡♥s✳ ✳ ✳ ✱ ♣♣✳
✷✼✲✷✾❀ ✸✹❀ ✸✼✲✸✽ ❛♥❞ ❏✳❇✳ ▲❡♠♦②♥❡ ❤✐♠s❡❧❢ ✭■❜✐❞✳✱ ♣✳ ✷✸✮ ❛❜♦✉t s✐♠✐❧❛r ❢♦r♠✉❧❛t✐♦♥s ✐♥ ❧❡tt❡rs ❛♥❞
❡✈❡♥✐♥❣ t❛❧❦s✳
✶✹❈❢✳ ❢♦♦t♥♦t❡ ✶✵✳ ❙❡❡ ❛❧s♦ ❉♦♥ ❇♦s❝♦ ❤✐♠s❡❧❢ ❛❞❞r❡ss✐♥❣ t❤❡ ♣✉♣✐❧s ❛♥❞ ♥♦✈✐❝❡s t♦❣❡t❤❡r ❛t t❤❡ ❜❡❣✐♥♥✐♥❣
♦❢ ❏✉♥❡ ✶✽✼✽✿ ✏❚❤♦✉❣❤ ■ r❡❧❡♥t❧❡ss❧② ❞❛② ❛♥❞ ♥✐❣❤t❢♦st❡r ②♦✉r ✇❡❧❧✲❜❡✐♥❣✱ ❞✉r✐♥❣ t❤✐s r❡tr❡❛t ■ ✇✐❧❧
❣✐✈❡ ♠②s❡❧❢ t♦t❛❧❧② t♦ ②♦✉r s♣✐r✐t✉❛❧ ❣♦♦❞✳✑ ✭▼❇ ❳■■■✱ ♣✳ ✼✺✸❀ ❊▼❇ ❳■■■✱ ♣✳ ✺✼✽✮
✶✺❇❘❆■❉❖✱ P✳✲❆❘❊◆❆▲ ▲▲❆❚❆ ❘♦❣é❧✐♦✱ ❉♦♥ ●✐♦✈❛♥♥✐ ❇❛tt✐st❛ ▲❡♠♦②♥❡✳✳✳✱ ♣✳ ✶✹✵✴✷✸✲✷✹✳
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♦❢ ②♦✉✑ ✐♥ t❤❡ ✜rst ❧✐♥❡ ♦❢ t❤❡ ❧❡tt❡r t♦ t❤❡ ❜♦②s ❞✐❞ ♥♦t ❛♣♣❡❛r ❛♥ ❡①❛❣❣❡r❛t✐♦♥ t♦ t❤❡
❛❞✉❧ts ❛♥❞ ❝♦♥s❡q✉❡♥t❧② ✇❛s q✉✐t❡ ❛❝❝❡♣t❛❜❧❡ t♦ ❡♠♣❧♦②✳
❖♥❡ ♦❢ t❤❡ ♠❛✐♥ r❡❛s♦♥s ✇❤② ❉♦♥ ❇♦s❝♦ ❦❡♣t t❤❡ ❜♦②s s♦ ✐♥t❡♥s❡❧② ✐♥ ❤✐s t❤♦✉❣❤ts ✐s
❤✐s ❞❡❡♣ ✏✇✐s❤ t♦ s❡❡ t❤❡♠ ❤❛♣♣②✳✑ ❍✐s ❧✐❢❡ ✇❛s ❞❡✈♦t❡❞ t♦ t❤❡✐r ❤❛♣♣✐♥❡ss ✏❜♦t❤ ✐♥ t❤✐s
✇♦r❧❞ ❛♥❞ ✐♥ t❤❡ ♥❡①t✳✑ ■t ✐s t❤❡ ♦♥❧② ❞❡s✐r❡ ❉♦♥ ❇♦s❝♦ ❤❛❞ ❛❧✇❛②s ❜❡❡♥ ♦♣❡♥ ❛♥❞ ❢r❛♥❦
❛❜♦✉t s✐♥❝❡ ✶✽✹✼ ✐♥ t❤❡ ✜rst ❡❞✐t✐♦♥ ♦❢ ❤✐s ❜♦♦❦ ♦❢ ♣r❛②❡rs ❛♥❞ ♠❡❞✐t❛t✐♦♥s✿ ■❧ ❣✐♦✈❛♥❡
♣r♦✈✈❡❞✉t♦✳ ■♥ ❤✐s ✐♥tr♦❞✉❝t✐♦♥ ❤❡ ✇r♦t❡✿ ✏■ ♣r♦♣♦s❡ ❛ s❤♦rt ❛♥❞ ❡❛s② ✇❛② ♦❢ ❧✐❢❡ t♦ ②♦✉✱
❜✉t ✐t ✇✐❧❧ s✉✣❝❡ t♦ ❜❡ ❛ ❝♦♠❢♦rt ❢♦r ②♦✉r ♣❛r❡♥ts ❛♥❞ t♦ ❜❡ ❛♥ ❤♦♥♦✉r ❢♦r ②♦✉r ❝♦✉♥tr②✱
✭❛♥❞✮ t♦ ❜❡ ❣♦♦❞ ❝✐t✐③❡♥s ♦♥ ❡❛rt❤ ❛♥❞ ♦♥❡ t✐♠❡ ❜❡❝♦♠❡ ❤❛♣♣② r❡s✐❞❡♥ts ♦❢ ❤❡❛✈❡♥✑ ✶✻✱ ✐♥
♦t❤❡r ✇♦r❞s t♦ ❜❡ ❢♦r❡✈❡r ❤❛♣♣② ✏✐♥ t❤✐s t✐♠❡ ❛♥❞ ✐♥ ❡t❡r♥✐t②✑✳ ❚❤✐s ✇♦r❞✐♥❣ ✇♦✉❧❞ r❡s✉❧t
✐♥ t❤❡ ♣❛st♦r❛❧ ❛♥❞ ♣❡❞❛❣♦❣✐❝❛❧ ♠♦tt♦✿ ✏❋♦r♠ ❣♦♦❞ ❈❤r✐st✐❛♥s ❛♥❞ ✉♣r✐❣❤t ❝✐t✐③❡♥s✳✑ ✶✼
❚❤❡ t❛♥❣✐❜❧❡ ♠❡❛♥✐♥❣ ♦❢ t❡♠♣♦r❛❧ ❛♥❞ ❡t❡r♥❛❧ ❤❛♣♣✐♥❡ss ✐♥ ❡✈❡r②❞❛② ❧✐❢❡ ✐s ❡①♣r❡ss❡❞ ✐♥
❛ ❧❡tt❡r ♦❢ ✶✽✻✹✿ ✏❆❧❧ t❤✐s ❝♦♥❝❡r♥s t❤❡ s♦✉❧✳ ■s t❤❡r❡ ♥♦t❤✐♥❣ t❤❡♥ ❢♦r t❤❡ ❜♦❞②❄✳ ✳ ✳ ❙♦
♥♦✇ ■ ❛s❦ ❋❛t❤❡r Pr❡❢❡❝t t♦ s❡❡ t♦ ✐t t❤❛t ✇❡ ❤❛✈❡ ❛ ♥✐❝❡ ❞❛② ❛♥❞✱ ✇❡❛t❤❡r ♣❡r♠✐tt✐♥❣✱ ✇❡
s❤❛❧❧ t❛❦❡ ❛ ✇❛❧❦ t♦❣❡t❤❡r✳✑ ✶✽ ■❢ t❤❡ ♣r❡❢❡❝t ❣♦t ✐♥✈♦❧✈❡❞ t❤❡♥✱ ❤❡ ✇♦✉❧❞ ❝❡rt❛✐♥❧② ❤❛✈❡
t❛❦❡♥ ❤✐s t❛s❦ t♦ ❤❡❛rt ❛♥❞ ✐t ✇♦✉❧❞ ❤❛✈❡ ❜❡❡♥ ❛ ❢❡st✐✈❡ t❛❜❧❡✳
❖♥❧② ❛s r❡❝❡♥t❧② ❛s ✐♥ ❛ ♥❡✇ ②❡❛r✬s ❧❡tt❡r t♦ ❤✐s ❙❛❧❡s✐❛♥s ❞❛t❡❞ ❏❛♥✉❛r② ✻ ✶✽✽✹ ❤❛❞ ❉♦♥
❇♦s❝♦ ✉s❡❞ t❤❡ ♣❤r❛s❡ ✏♥♦✇ ❛♥❞ ✐♥ ❡t❡r♥✐t②✑ ✐♥ ❛♥ ❡♠♣❤❛t✐❝❛❧❧② ❛❧t❡r♥❛t✐✈❡ ✇❛②✿ ✏❑❡❡♣
♦✉r ❘✉❧❡s✱ t❤❡ r✉❧❡s t❤❛t ❍♦❧② ▼♦t❤❡r ❈❤✉r❝❤ ❞❡✐❣♥❡❞ t♦ ❛♣♣r♦✈❡ ❢♦r ♦✉r ❣✉✐❞❛♥❝❡ ❛♥❞
t❤❡ ✇❡❧❢❛r❡ ♦❢ ♦✉r s♦✉❧s✱ ❢♦r t❤❡ s♣✐r✐t✉❛❧ ❛♥❞ t❡♠♣♦r❛❧ ✇❡❧❢❛r❡ ♦❢ ♦✉r ❜❡❧♦✈❡❞ ♣✉♣✐❧s✳✑ ✶✾
■t ✇❛s ❛ ❧❡tt❡r ✇❤✐❝❤ ♠✉st ❤❛✈❡ ❣r❡❛t❧② ✐♠♣r❡ss❡❞ ❉♦♥ ❇♦s❝♦✬s ❝❧♦s❡st ❝♦❧❧❛❜♦r❛t♦rs✱
✐♥❝❧✉❞✐♥❣ ❋r ▲❡♠♦②♥❡✳ ❙t✐❧❧✱ t❤❡ ❞✐st✐♥❝t✐♦♥ ❝❛♥♥♦t ❜❡ ❞❡♥✐❡❞✳ ❋♦r t❤❡ ❜♦②s ❜♦t❤ ❛s♣❡❝ts
❛r❡ ♠❡♥t✐♦♥❡❞❀ ❢♦r t❤❡ ❙❛❧❡s✐❛♥s ♦♥❧② ✏t❤❡ ✇❡❧❧✲❜❡✐♥❣ ♦❢ t❤❡ s♦✉❧✳✑
■♥ ❋r ▲❡♠♦②♥❡✬s ❡②❡s ❉♦♥ ❇♦s❝♦✬s ❞❡s✐r❡ t♦ ❝♦♥tr✐❜✉t❡ t♦ t❤❡ ❡♥t✐r❡ ❤❛♣♣✐♥❡ss ✏♥♦✇
❛♥❞ ✐♥ ❡t❡r♥✐t②✑ ✕ ❛❧s♦ ♦❢ t❤❡ ❝♦♥❢r❡r❡s ✕ ✇❛s ♥♦ ❧❡ss str♦♥❣ t❤❛♥ t❤❡ r❡❛s♦♥ ❢♦r ❤✐s ✇r✐tt❡♥
❝♦♠♠✉♥✐❝❛t✐♦♥s t♦ t❤❡ ❙❛❧❡s✐❛♥s✳ ❚❤❛t ✐s ✇❤② t❤✐s t❤♦✉❣❤t ❝♦✉❧❞ ❜❡ ♣r❡s❡r✈❡❞ ✐♥ t❤❡
✐♥tr♦❞✉❝t✐♦♥ ♦❢ t❤❡ ❝♦♠❜✐♥❡❞ ✈❡rs✐♦♥✳
✸✳✶✳✸ ❊①♣❧❛♥❛t✐♦♥ ❢♦r ❉♦♥ ❇♦s❝♦✬s ♥♦t ✇r✐t✐♥❣ ❡❛r❧✐❡r ❬✸❪
✏❇✉t✱✑ t❤❡ ❜♦②s✱ t❤❡ ❛❞❞r❡ss❡❡s ♦❢ t❤❡ ❧❡tt❡r ❢r♦♠ ❘♦♠❡✱ ♠✐❣❤t ♦❜❥❡❝t✱ ✏❞✐❞ ②♦✉ ❤❛✈❡ t♦
✇r✐t❡ ❥✉st ❜❡❢♦r❡ ②♦✉r r❡t✉r♥❄ ❈♦✉❧❞♥✬t ②♦✉ ❤❛✈❡ s❛✐❞ t❤✐♥❣s ❜❡tt❡r ✉♣♦♥ ②♦✉r ❛rr✐✈❛❧
❜❛❝❦ ❤♦♠❡❄✑ ❚❤❡ ✇r✐t❡r ❛♣♣❛r❡♥t❧② ✇❛♥t❡❞ t♦ ❛♥t✐❝✐♣❛t❡ t❤❡ q✉❡st✐♦♥ ❛♥❞ ♦❜❥❡❝t✐♦♥✳ ■♥
❛♥② ❝❛s❡ ✐t ✐s ♠❡♥t✐♦♥❡❞ ❡①♣❧✐❝✐t❧② t❤❛t ❉♦♥ ❇♦s❝♦ ✇♦✉❧❞ ❤❛✈❡ ❧✐❦❡❞ t♦ ✇r✐t❡ ✏❛ ✇❡❡❦ ❛❣♦✑✱
❜✉t ❤❛❞ ♥♦t ❣♦t ❞♦✇♥ t♦ ✇r✐t✐♥❣ ❜❡❝❛✉s❡ ❤❡ ❤❛❞ ❜❡❡♥ ✏♣r❡✈❡♥t❡❞ ❜② ❝♦♥st❛♥t ✇♦r❦✳✑
❋r♦♠ ❛ ❧❡tt❡r ♦❢ ❋r ▲❡♠♦②♥❡ t♦ ❋r ❘✉❛ ♦♥ ▼❛② ✻ ✶✽✽✹ ✐t ❜❡❝♦♠❡s q✉✐t❡ ❝❧❡❛r t❤❛t ❉♦♥
❇♦s❝♦ ✏✇♦✉❧❞ ❤❛✈❡ ❧✐❦❡❞ t♦ ✇r✐t❡ t❤❡s❡ ❢❡✇ ❧✐♥❡s✑ t♦ t❤❡ ❜♦②s ✏❛ ✇❡❡❦ ❛❣♦✑✳ ❆s ❛ ✜❢t❤
✐t❡♠ ♦❢ t❤❡ s❛♠❡ ❧❡tt❡r ▲❡♠♦②♥❡ ✇r♦t❡✿ ✏❋✐♥❛❧❧② ■ ✐♥❢♦r♠ ②♦✉ ❉♦♥ ❇♦s❝♦ ✐s ♣r❡♣❛r✐♥❣ ❛
✶✻❖❊ ■■ ❬✶✽✼❪
✶✼❇■❊❙▼❆◆❙✱ ❘✳✱ ✶✽✼✻✲✶✽✽✹ ❉♦❡❧st❡❧❧✐♥❣❡♥ ✈❛♥ ♦♣✈♦❡❞✐♥❣ ❡♥ ♦♣❧❡✐❞✐♥❣ ❣❡✈❛t ✐♥ ❡❡♥ ❦❡r♥❛❝❤t✐❣ ♠♦tt♦✱
❉♦♥ ❇♦s❝♦ ❙t✉❞✐❡s✱ ♥r✳ ✶✶✱ ✶✾✾✽✳
✶✽❊ ✭♠✮✱ ✈♦❧✳ s❡❝♦♥❞♦✱ ♣✳ ✺✾✳ ▼❇ ❱■■■✱ ♣✳ ✽✼✺❀ ❊▼❇ ❱■■■✱ ♣✳ ✸✽✷✳ ❙❡❡ ❛❧s♦ ❇■❊❙▼❆◆❙✱ ❘✳✱ ❉❡ ❜r✐❡❢
❛❛♥ ❞❡ ❥♦♥❣❡♥s✳✳✳✱ ♣✳ ✸✶✳
✶✾❊ ■❱✱ ♣✳ ✷✹✾✳ ▼❇ ❳❱■■✱ ♣✳ ✶✻❀ ❊▼❇ ❳❱■■✱ ♣✳ ✷✳
✺✺

6.6 Page 56

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❧❡tt❡r ❤❡ ✇♦✉❧❞ ❧✐❦❡ t♦ ✇r✐t❡ t♦ ❤✐s ❜♦②s✳ ❍❡ ✇❛♥ts t♦ ❛❞❞r❡ss ❛ ♥✉♠❜❡r ♦❢ ♥✐❝❡ t❤♦✉❣❤ts
❣✐♦✈❛♥✐ t♦ ❤✐s ❜❡❧♦✈❡❞ s♦♥s✳✷✵ ■t ✐s ✇♦rt❤✇❤✐❧❡ ♥♦t✐❝✐♥❣ ✏❜♦②s✑
❛♥❞ ✏❜❡❧♦✈❡❞ s♦♥s✑
❛♠❛t✐ss✐♠✐ ✜❣❧✐✉♦❧✐❝♦♥✈❡r❣❡ t❤❡r❡✳ ❚❤✐s ✐♥❢♦r♠❛t✐♦♥ s❤❡❞s ❛❞❞✐t✐♦♥❛❧ ✐❧❧✉♠✐♥❛t✐♦♥ ♦♥
✜❣❧✐✉♦❧✐ t❤❡ ✉s❡ ♦❢ t❤❡ ✇♦r❞ ✏
✑ ✐♥ t❤❡ ❛❞❞r❡ss ♦❢ t❤❡ ❧❡tt❡r t♦ t❤❡ ❜♦②s ✐♥ ▼❛② ✶✽✽✹✳ ■t
♣r♦❜❛❜❧② ♦✛❡rs t❤❡ ❜❡st ❡①♣❧❛♥❛t✐♦♥ ♦❢ ✐ts ✉s❡ ✐♥ t❤❛t ❧❡tt❡r✱ ✐♥ ✇❤✐❝❤ t❤❡ ❛❞❞r❡ss ✇❛s
♠♦st ❧✐❦❡❧② ✇r✐tt❡♥ ❜② t❤❡ s❡❝r❡t❛r②✱ ▲❡♠♦②♥❡✳ ❖♥ t❤❡ ♦t❤❡r ❤❛♥❞ ✐t ❧❡❛✈❡s ♥♦ ❞♦✉❜t ❛s
t♦ ❉♦♥ ❇♦s❝♦✬s ✇✐s❤ t♦ ✇r✐t❡ ❛ ❧❡tt❡r t♦ ❤✐s ❜♦②s ♦♥❧②✳
❚❤❡r❡ ✐s t❤❡ ♦t❤❡r ♣♦ss✐❜✐❧✐t② t♦♦✱ t❤❛t ❉♦♥ ❇♦s❝♦ r❡❛❧✐③❡❞ t❤❛t ❜❡❝❛✉s❡ ♦❢ ❤✐s ♣♦♦r
❤❡❛❧t❤ ❤❡ ✇♦✉❧❞ ♥♦t ❜❡ ❛❜❧❡ t♦ ❛❞❞r❡ss t❤❡ ②♦✉♥❣st❡rs ✉♣♦♥ ❤✐s ❛rr✐✈❛❧ ❛♥❞ t♦ ❡①♣❧❛✐♥
♦r❛❧❧② ✇❤❛t ✇❡♥t ♦♥ ✐♥ ❤✐s ❤❡❛rt ❛♥❞ ♠✐♥❞✱ ✇❤✐❝❤ ♠❛❞❡ ❤✐♠ ❞❡s♣❡r❛t❡❧② ✇❛♥t t♦ ✇r✐t❡✳
❋r ❈❡r✐❛ ✐♥❞❡❡❞ r❡❧❛t❡s t❤❛t ✏❉♦♥ ❇♦s❝♦ ♥♦ ❧♦♥❣❡r t❛❧❦❡❞ t♦ t❤❡ ❜♦②s ♦❢ t❤❡ ❖r❛t♦r② ❛❢t❡r
❡✈❡♥✐♥❣ ♣r❛②❡rs❀ ❤♦✇❡✈❡r✱ t❤❡✐r s✉♣❡r✐♦rs ❦❡♣t ♦♥ t❛❧❦✐♥❣ ❛❜♦✉t ❤✐♠✳✑ ✷✶
❇ ❈ ▼❛♥✉s❝r✐♣t ❛♥❞ ❝♦♥s❡q✉❡♥t❧② ♠❛♥✉s❝r✐♣t s❤♦✇ t❤❛t ❋r ▲❡♠♦②♥❡ ❛♥❞ ♣♦ss✐❜❧② ❉♦♥
❇♦s❝♦ ✇❡r❡ t❤✐♥❦✐♥❣ ♦❢ ❛♥ ❡①♣❧❛♥❛t✐♦♥ ♦r ❛ ❝✐r❝✉❧❛r t♦ t❤❡ ❙❛❧❡s✐❛♥s ❞✉r✐♥❣ t❤❡✐r st❛② ✐♥
❘♦♠❡✳ ❆♥ ✐♥t❡r✈✐❡✇ ❜② t❤❡ ❏♦✉r♥❛❧ ❞❡ ❘♦♠❡ ✇✐t❤ ❉♦♥ ❇♦s❝♦ ♠❛② ❤❛✈❡ tr✐❣❣❡r❡❞ ✐t
♦✛✳ ❚❤❡ ✐♥t❡r✈✐❡✇ ✇❛s ♣✉❜❧✐s❤❡❞ ♦♥ ❆♣r✐❧ ✷✺ ✶✽✽✹✳ ❖♥❡ ♦❢ t❤❡ ❥♦✉r♥❛❧✐st✬s q✉❡st✐♦♥s ✇❛s✿
✏❲♦✉❧❞ ②♦✉ ♣❧❡❛s❡ t❡❧❧ ♠❡ ✇❤❛t ②♦✉r ❡❞✉❝❛t✐♦♥❛❧ s②st❡♠ ✐s❄✑ ❉♦♥ ❇♦s❝♦ ❤❛❞ ❛♥s✇❡r❡❞✿
✏■t ✐s ✈❡r② s✐♠♣❧❡✿ ❣✐✈❡ t❤❡ ❜♦②s ❡♥t✐r❡ ❢r❡❡❞♦♠ t♦ ❞♦ ✇❤❛t❡✈❡r t❤❡② ♠♦st ❧✐❦❡ ❞♦✐♥❣✳ ❚❤❡
s❡❝r❡t ❧✐❡s ✐♥ ❞✐s❝♦✈❡r✐♥❣ t❤❡ s❡❡❞s ♦❢ t❤❡✐r t❛❧❡♥ts ❛♥❞ ❞❡✈❡❧♦♣✐♥❣ t❤❡♠✳ ❙✐♥❝❡ ♣❡♦♣❧❡ ❛r❡
❤❛♣♣② ❞♦✐♥❣ ✇❤❛t t❤❡② ❦♥♦✇ t❤❡② ❝❛♥ ❞♦✱ ■ ❢♦❧❧♦✇ t❤✐s ♣r✐♥❝✐♣❧❡ s♦ t❤❛t ❛❧❧ ♠② ♣✉♣✐❧s
❛r❡ ♥♦t ♦♥❧② ✇♦r❦✐♥❣ ✇✐t❤ ✐♥❞✉str✐♦✉s♥❡ss✱ ❜✉t t❤❡② ❛r❡ ✇♦r❦✐♥❣ ✇✐t❤ ❧♦✈❡✳ ■ ❤❛✈❡ ♥♦t
✐♥✢✐❝t❡❞ ❛♥② ♣✉♥✐s❤♠❡♥t ✐♥ ❢♦rt②✲s✐① ②❡❛rs ❛♥❞ ■ ❞❛r❡ s❛② t❤❛t ♠② ♣✉♣✐❧s ❛r❡ ❛❧❧ ✈❡r② ❢♦♥❞
♦❢ ♠❡✳✑ ✷✷ ■t ❝♦♥t❛✐♥s t❤♦✉❣❤ts ✇❤✐❝❤ ✐♥ ❛ s❧✐❣❤t❧② ❛❞❛♣t❡❞ ✈❡rs✐♦♥ ❛♣♣❡❛r ✐♥ t❤❡ ✜rst ♣❛rt
♦❢ t❤❡ ❧♦♥❣ ✈❡rs✐♦♥✳ ■♥ t❤✐s ✇❛② ❛ s❡❝♦♥❞ ✐♥s♣✐r❛t✐♦♥❛❧ ♠♦♠❡♥t ✐s ✐♥t❡r✇♦✈❡♥ ✇✐t❤ t❤❡
✜rst ❛❢t❡r ❇✉③③❡tt✐✬s ❛rr✐✈❛❧ ❛♥❞ t❤✉s ♦✛❡rs ❛ ❞♦✉❜❧❡ ❝❤❛❧❧❡♥❣❡ t♦ ❋r ▲❡♠♦②♥❡✳ ❆t ❛♥②
r❛t❡ ❤❡ ✉s❡❞ t❤❡ s❛♠❡ ❦✐♥❞ ♦❢ ♣❛♣❡r ❢♦r t❤❡ ✜rst ♥♦t❡s ❛♥❞ ❛ ✜rst ❞r❛❢t ♦❢ ❛ ❝✐r❝✉❧❛r t♦
t❤❡ t❡❛❝❤❡rs✱ ❛ss✐st❛♥ts ❛♥❞ s✉♣❡r✐♦rs ✐♥ ❱❛❧❞♦❝❝♦ ❛s ❤❡ ❞✐❞ ❢♦r ❤✐s ❜r✐❡❢ ♥♦t❡s ✭♠s✳ ✮
❛♥❞ ♠❛♥✉s❝r✐♣t ❢♦r t❤❡ ❧❡tt❡r t♦ t❤❡ ❜♦②s✳ ❚❤❡r❡ ✐s ♥♦ tr❛❝❡ ♦❢ ❛♥② ❛♥♥♦✉♥❝❡♠❡♥t ♦❢
✇r✐t✐♥❣ t♦ t❤❡ ❙❛❧❡s✐❛♥s ❤♦✇❡✈❡r ✐♥ t❤❡ ❜✉s② ❝♦rr❡s♣♦♥❞❡♥❝❡ ❜❡t✇❡❡♥ ❋r ▲❡♠♦②♥❡ ❛♥❞
❋r ❘✉❛ ❞✉r✐♥❣ t❤❡s❡ ❞❛②s✳
❚❤❡ ❛r❣✉♠❡♥t ♦❢ ✏❝♦♥st❛♥t ✇♦r❦✑ ✐s ✉s❡❞ ❛s ❛♥ ❡①♣❧❛♥❛t✐♦♥ ♦❢ t❤❡ r❛t❤❡r ❧❛t❡ ❧❡tt❡r✳
❏✉st❧② s♦✳ ❚❤❡r❡ ✐s ♥♦ ❞♦✉❜t t❤❛t t✇♦ ♣r♦❜❧❡♠s✱ ✐✳❡✳ t❤❡ ♦r❣❛♥✐s❛t✐♦♥ ♦❢ ❛ ❧♦tt❡r② ❛♥❞
♦❜t❛✐♥✐♥❣ ♣r✐✈✐❧❡❣❡s ❢r♦♠ t❤❡ ❈❤✉r❝❤ ❢♦r ❤✐s ❈♦♥❣r❡❣❛t✐♦♥✱ ♣r❡♦❝❝✉♣✐❡❞ ❛♥❞ ❛❧s♦ ❜♦t❤❡r❡❞
❤✐♠✳ ❯s✐♥❣ ❤✐s ♣❡rs♦♥❛❧ ❝♦♥t❛❝ts ✐♥ ❘♦♠❡✱ ✇❤❡r❡ ❤❡ ❤❛❞ ❛rr✐✈❡❞ ♦♥ ❆♣r✐❧ ✶✹✱ ❤❡ ✇❛♥t❡❞
t♦ s♣❡❡❞ ✉♣ ♠❛tt❡rs ❛♥❞ s♦❧✈❡ t❤❡ q✉❡st✐♦♥s ♦♥ t❤❡ s♣♦t✳ ❍♦✇❡✈❡r✱ ❛❢t❡r ❤✐s ❛rr✐✈❛❧ t❤✐♥❣s
❞✐❞ ♥♦t ♣r♦❝❡❡❞ s♠♦♦t❤❧②✳
❇❡❢♦r❡ ❧❡❛✈✐♥❣ ❢♦r ❋r❛♥❝❡ ❤❡ ❤❛❞ ❛❧r❡❛❞② ❝♦♠♣❧❛✐♥❡❞ ❞✉r✐♥❣ ❛ s❡ss✐♦♥ ♦❢ t❤❡ ❙✉♣❡r✐♦r
✷✵❇❘❆■❉❖✱ P✳✲❆❘❊◆❆▲ ▲▲❆❚❆ ❘♦❣é❧✐♦✱ ❉♦♥ ●✐♦✈❛♥♥✐ ❇❛tt✐st❛ ▲❡♠♦②♥❡✳✳✳ ♣✳ ✶✺✹✴✶✸✲✶✺✳
✷✶▼❇ ❳❱■■✱ ♣✳ ✶✼❀ ❊▼❇ ❳❱■■✱ ♣✳ ✹✳
✷✷▼❇ ❳❱■■✱ ♣♣✳ ✽✺✲✽✻❀ ❊▼❇ ❳❱■■✱ ♣✳ ✻✹✳ ❋♦r t❤❡ ❛♥♥♦t❛t✐♦♥ ❛❜♦✉t t❤❡ ♣❛♣❡r ✇❤✐❝❤ ✐s ✉s❡❞ ❛♥❞
♠❡♥t✐♦♥❡❞ ✐♥ t❤❡ s❛♠❡ ♣❛r❛❣r❛♣❤✱ s❡❡ ❇❘❆■❉❖✱ P✳✱ ▲❛ ❧❡tt❡r❛✳ ✳ ✳ ♣♣✳ ✶✺✲✶✻ ❛♥❞ ♣♣✳ ✷✷✲✷✸✳ ❚❤❡
t❡①ts t❤❡♠s❡❧✈❡s ✐❜✐❞❡♠✱ ♣♣✳ ✸✺✲✸✻❀ ✸✼✲✹✵✳ ❨♦✉ ❝❛♥ ✜♥❞ t❤❡ ♠❛♥✉s❝r✐♣t ✐♥ t❤❡ ❝♦❧✉♠♥ ❢r♦♠ ♣✳
✶✵ ✉♣ t♦ ❛♥❞ ✐♥❝❧✉❞✐♥❣ ♣✳ ✷✵ ❛♥❞ ♠❛♥✉s❝r✐♣t ❈ ✐♥ t❤❡ ❈ ❝♦❧✉♠♥ ❢r♦♠ ♣✳ ✸ ✉♣ t♦ ❛♥❞ ✐♥❝❧✉❞✐♥❣ ♣✳
✷✺✱ ❜♦t❤ ✐♥ t❤❡ ❙✉ss✐❞✐♦ ♦r ❆✉①✐❧✐❛r② ❇♦♦❦❧❡t
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❈❤❛♣t❡r✿ ✏❚❤✐s ❧♦tt❡r② ❤❛s ❜❡❝♦♠❡ ♠② s❝♦✉r❣❡ ❛♥❞ ❛ ❝♦♥st❛♥t t♦r♠❡♥t ♦♥ ❛❝❝♦✉♥t ♦❢
t❤❡ ❧❛③✐♥❡ss ♦❢ t❤❡ ♣❡♦♣❧❡ ✐♥ ❝❤❛r❣❡ ✐♥ ❘♦♠❡✳✑ ❆♥❞ ✏✐❢ t❤❡ ❛❞✈♦❝❛t❡s r❡❛❧❧② t♦♦❦ t❤❡
♠❛tt❡r s❡r✐♦✉s❧② t♦ ❤❡❛rt✱ ❤❡ ❤❛❞ t❤♦✉❣❤t ❤✐s ♣r❡s❡♥❝❡ ✇♦✉❧❞ ❣❡t t❤✐♥❣s ❣♦✐♥❣ ✐♥ s✉❝❤ ❛
✇❛② ❛s t♦ ❞r❛✇ ♣r♦✜t ❜② s❡❧❧✐♥❣ ✶✵✵✱✵✵✵ t✐❝❦❡ts✳✑ ✷✸ ❯♣♦♥ ❤✐s ❛rr✐✈❛❧ ✐♥ ❘♦♠❡✱ ❤❡ r✉s❤❡❞
✏t♦ ❣❡t t❤✐♥❣s ❣♦✐♥❣✑ t♦ s♦❧✈❡ t❤❡ t✇♦ ♣r♦❜❧❡♠s✳ ❆s ❢❛r ❛s t❤❡ ❧♦tt❡r② ✇❛s ❝♦♥❝❡r♥❡❞✱
❤❡ q✉✐❝❦❧② ♥♦t✐❝❡❞ t❤❡ ❙❛❧❡s✐❛♥s ✐♥ ❘♦♠❡ ✇❡r❡ t♦♦ ❜✉s②✱ ✇❡r❡ ♥♦t ✉♣ t♦ ✐t ❛♥❞ ❞✐❞ ♥♦t
❡①♣❡❝t ✈❡r② ♠✉❝❤ ❢r♦♠ t❤❡ ❧♦tt❡r② ❡✐t❤❡r✳ ❚❤❡② t♦❧❞ ❤✐♠✱ ❛s ❋r ▲❡♠♦②♥❡ ✇r✐t❡s t♦ ❋r
❘✉❛ ♦♥ ❆♣r✐❧ ✶✻ ✏t❤❛t t❤❡ s❛❧❡s ♦❢ ❧♦tt❡r② t✐❝❦❡ts ✐♥ ❘♦♠❡ ✇♦✉❧❞ ♥♦t ②✐❡❧❞ ❛♥②t❤✐♥❣✳ ■t
❞r♦✈❡ ❤✐♠ ♠❛❞✳✑ ✷✹ ❆❢t❡r s♦♠❡ t✐♠❡ ❉♦♥ ❇♦s❝♦ ❢♦✉♥❞ ♥♦ ❜❡tt❡r s♦❧✉t✐♦♥ t❤❛♥ ❝❛❧❧✐♥❣ ♦♥
t❤❡ ❝♦❛❞❥✉t♦r ❇✉③③❡tt✐ ❢r♦♠ ❚✉r✐♥ t♦ ❝♦♠❡ ❛♥❞ ✇✐t❤ ❤✐s ❡①♣❡r✐❡♥❝❡ t❛❦❡ ♦✈❡r t❤❡ ♠❛t❡r✐❛❧
s✐❞❡ ♦❢ t❤✐♥❣s✳
■♥ s♣✐t❡ ♦❢ t❤✐s ❋r ▲❡♠♦②♥❡ ✐♥❢♦r♠❡❞ ❋r ❘✉❛ ♦♥ ❆♣r✐❧ ✷✹ t❤❛t t❤❡ ❧♦tt❡r② ♠❛tt❡r
✇♦✉❧❞ ❜❡ ❛ ❧♦♥❣ t❡r♠ ❛✛❛✐r✳ ❆ ❢❡✇ ❞❛②s ❧❛t❡r ❤❡ ❝♦♥❝❧✉❞❡❞ t❤❛t t❤❡ ❈❛t❤♦❧✐❝s ♦♥ t❤❡
❜♦❛r❞ ✇❡r❡ t❤✇❛rt✐♥❣ t❤❡ ♣r♦❥❡❝t✳ ❍❡ ❛❞❞❡❞ ❜✐tt❡r❧② ❛♥❞ ✐r♦♥✐❝❛❧❧②✿ ✏❆s ❤❛♣♣❡♥❡❞ ❜❡❢♦r❡
t❤❡ ❝❤✐❧❞r❡♥ ♦❢ ❞❛r❦♥❡ss ♠❛② ❣✐✈❡ ✉s t❤❡ ❤❡❧♣ ✇❤✐❝❤ t❤❡ ❝❤✐❧❞r❡♥ ♦❢ ❧✐❣❤t r❡❢✉s❡ ✉s✳✑
❊✈❡♥t✉❛❧❧② ♦♥ ▼❛② ✾ ✏t❤❡ ♦✣❝✐❛❧ ❝♦♠♠✉♥✐❝❛t✐♦♥✑ ❝❛♠❡ t❤r♦✉❣❤ t❤❛t ✏t❤❡ ♠❛②♦r ♦❢
❘♦♠❡ ❤❛❞ ❢♦r♠❛❧❧② s✉❜♠✐tt❡❞ t❤❡ r❡q✉❡st t♦ ♦r❣❛♥✐③❡ ❛ ❧♦tt❡r② t♦ t❤❡ ♣r❡❢❡❝t✳✑ ✷✺ ❚❤❛t
❧♦♦❦❡❞ ❧✐❦❡ ❛♥ ✐♠♣♦rt❛♥t st❡♣ ✐♥ t❤❡ r✐❣❤t ❞✐r❡❝t✐♦♥✳
❚❤❡ ♣r♦❜❧❡♠ ♦❢ t❤❡ ♣r✐✈✐❧❡❣❡s ✇❛s t❤❡ s❡❝♦♥❞ ♦♥❡✱ ❛❝t✉❛❧❧② ❛♥ ❡t❡r♥❛❧ ♦♥❡ ❛❝❝♦r❞✐♥❣
t♦ ❋r ▲❡♠♦②♥❡✳ ❉♦♥ ❇♦s❝♦ ❡①♣❡r✐❡♥❝❡❞ t♦✉❣❤ r❡s✐st❛♥❝❡ ❛❧s♦ ✐♥ t❤✐s ♠❛tt❡r✳ ❖♥❡ ♦❢
t❤❡ ✐♠♣♦rt❛♥t ♦♣♣♦♥❡♥ts ✇❛s ❈❛r❞✐♥❛❧ ❋❡rr✐❡r✐✳ ❖♥❡ ❞❛② t❤❡ ✜❧❡ ❉♦♥ ❇♦s❝♦ ❤❛❞ ♠❛✐❧❡❞
✐♥ ❏❛♥✉❛r②✱ ✇❛s ♥♦✇❤❡r❡ t♦ ❜❡ ❢♦✉♥❞ ✐♥ ❘♦♠❡✳ ❚❤❡ ♦♥❧② t❤✐♥❣ ❧❡❢t t♦ ❞♦ ✇❛s t♦ ❞r❛✇
✉♣ ❛♥❞ s✉❜♠✐t ❛ ♥❡✇ t❡①t✱ ♥♦ s✐♥❡❝✉r❡ ✐♥ ❤✐s s✐t✉❛t✐♦♥✳ ❆s s♦♦♥ ❛s ❤❡ ❤❛❞ ❧♦♦❦❡❞ ❛t
t❤❡ r❡q✉❡st✱ t❤❡ ❈❛r❞✐♥❛❧ ❝♦♠♠✉♥✐❝❛t❡❞ t❤❛t t❤❡ t❡①t ✇❛s ♥♦t ❢♦r♠✉❧❛t❡❞ ✐♥ ❝♦♥❢♦r♠✐t②
✇✐t❤ t❤❡ r✉❧❡s✱ t♦ ✇❤✐❝❤ ❉♦♥ ❇♦s❝♦ ✐s s❛✐❞ t♦ ❤❛✈❡ r❡❛❝t❡❞ ❛s ❢♦❧❧♦✇s✿ ✏▼② ❤❡❛❞ ❝❛♥
♥♦ ❧♦♥❣❡r st❛♥❞ ✐t✳ ■ s❤❛❧❧ ❤❛✈❡ t♦ ❢♦r❡❣♦ t❤❡ ♣r✐✈✐❧❡❣❡s✳ ■ ✇✐❧❧ ♦♥❧② ❛s❦ ❢♦r ♦♥❡ ♦r t✇♦
♦❢ t❤❡ ♠♦r❡ ❡ss❡♥t✐❛❧ ♦♥❡s ❛♥❞ t❤❡♥ ❣♦ ❜❛❝❦ t♦ ❚✉r✐♥✳✑ ✷✻ ❉❡s♣✐t❡ t❤✐s ♦♣♣♦s✐t✐♦♥ ❛♥❞
❞❡❡♣ ❞✐s❛♣♣♦✐♥t♠❡♥t t❤❡② tr✐❡❞ t♦ ♠❡❡t t❤❡ s❡t r❡q✉✐r❡♠❡♥ts ♦♥❝❡ ♠♦r❡✳ ❚❤❡② ✇❡r❡ ♥♦t
✐♥st❛♥t❧② s✉❝❝❡ss❢✉❧ s✐♥❝❡ ❡✈❡♥ ❛❢t❡r t❤❡ ♦r❛❧❧② ❣r❛♥t❡❞ ❛♣♣r♦✈❛❧ ♦❢ t❤❡ ♣♦♣❡ ❞✉r✐♥❣ t❤❡
❛✉❞✐❡♥❝❡ ♦❢ ✾ ▼❛②✱ ♥❡✇ ♦❜❥❡❝t✐♦♥s t✉r♥❡❞ ✉♣✳✷✼
❚❤❡ ❛✉❞✐❡♥❝❡ ✇❛s ♣r❡❝❡❞❡❞ ❜② ❛ ❤❡❛✈② ❈❛❧✈❛r② ❛t ❧❡❛st ❛s ❉♦♥ ❇♦s❝♦ ❡①♣❡r✐❡♥❝❡❞
✐t✳ ❍❡ ✇♦✉❧❞ ✈❡r② ♠✉❝❤ ❤❛✈❡ ❧✐❦❡❞ t♦ s♣❡❛❦ t♦ P♦♣❡ ▲❡♦ ❳■■■ ❛♥❞ ❤❡ ❤❛❞ t❤♦✉❣❤t ❤❡
✇♦✉❧❞ ❜❡ ❛❜❧❡ t♦ ♠❡❡t ❤✐♠ ❛s ❡❛s✐❧② ❛s ❤❡ ❤❛❞ ♠❡t ❤✐s ♣r❡❞❡❝❡ss♦r P♦♣❡ P✐✉s ■❳✳ ❇✉t
t❤❛t ❞✐❞ ♥♦t ✇♦r❦ ♦✉t✳ ❍❡ ❤❛❞ t♦ r❡s♣❡❝t t❤❡ r✉❧❡s ❛♥❞ s✉❜♠✐t ❛ ✇r✐tt❡♥ ❛♣♣❧✐❝❛t✐♦♥✳
❍❡ ❤❛❞ t♦ ❝♦♣❡ ✇✐t❤ ♦t❤❡rs ✇❤♦ ❤❛✈✐♥❣ ❛rr✐✈❡❞ ✐♥ ❘♦♠❡ ❛❢t❡r ❤✐♠ ✇❡r❡ r❡❝❡✐✈❡❞ ❜❡❢♦r❡
❤✐♠✳ ❖♥ ▼❛② ✺ ❤❡ ❤❛❞ ♥♦t ②❡t r❡❝❡✐✈❡❞ ❛♥ ❛♥s✇❡r ❢r♦♠ ▼♦♥s✳ ▼❛❝❝❤✐ ❛❢t❡r ❛ ✇❡❡❦
✷✸▼❇ ❳❱■■✱ ♣✳ ✼✹❀ ❊▼❇ ❳❱■■✱ ♣✳ ✺✹✳
✷✹❇❘❆■❉❖✱ P✳✲❆❘❊◆❆▲ ▲▲❆❚❆ ❘♦❣é❧✐♦✱ ❉♦♥ ●✐♦✈❛♥♥✐ ❇❛tt✐st❛ ▲❡♠♦②♥❡✳✳✳ ♣✳ ✶✹✵✴✸✵✲✸✷ ❛♥❞ ♣✳
✶✹✻✴✾✲✶✺✳
✷✺■❜✐❞✳✱ ♣✳ ✶✺✶✴✺✲✶✷❀ ♣✳ ✶✺✺✴✶✶✲✶✸✳
✷✻▼❇ ❳❱■■✱ ♣✳ ✶✸✸❀ ❊▼❇ ❳❱■■✱ ♣✳ ✶✶✷✳
✷✼▼♦r❡ ❞❡t❛✐❧s ✐♥ ●✳❇✳ ▲❡♠♦②♥❡✬s ❧❡tt❡r ❞❛t❡❞ ✶✷ ▼❛② ✶✽✽✹ ✐♥ ❇❘❆■❉❖✱ P✳ ✕❆❘❊◆❆▲ ❘♦❣é❧✐♦✱ ❉♦♥
●✐♦✈❛♥♥✐ ❇❛tt✐st❛ ▲❡♠♦②♥❡✳✳✳ ✶✺✼✴✶✵✲✶✺✳
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❛♥❞ ❛ ❤❛❧❢✳ ❋r ▲❡♠♦②♥❡ ✇❛s t❡♠♣t❡❞ t♦ r❡❛❝t✿ ✏■t ✐s ❜✐tt❡r✱ ❜✉t ❤❛✈❡ ♣❛t✐❡♥❝❡✳✑ ✷✽ ❉♦♥
❇♦s❝♦ ❡①♣❡r✐❡♥❝❡❞ t❤❡ ❝♦♠♣✉❧s♦r② ✇❛✐t✐♥❣ ❛♥❞ t❤❡ ✇r✐tt❡♥ ♣r♦❝❡❞✉r❡✱ ✇❤✐❝❤ ❤❛❞ t♦ ❜❡
❢♦❧❧♦✇❡❞✱ ❛s ❛ ❤✉♠✐❧✐❛t✐♦♥✳ ■t ❛✛❡❝t❡❞ ❤✐s ♥❡r✈❡s ❛♥❞ ❤✐s ✇❤♦❧❡ ❝♦♥st✐t✉t✐♦♥✳ ❆t t❤❡ ❡♥❞
♦❢ ❆♣r✐❧ ❤❡ s✉✛❡r❡❞ ❛❣❛✐♥ ❢r♦♠ ❛ t❤r❡❡✲❞❛② ❢❡✈❡r ❛tt❛❝❦✳✷✾
❉♦♥ ❇♦s❝♦✬s ❤❡❛❧t❤ ❤❛❞ ❜❡❡♥ ✉♣ ❛♥❞ ❞♦✇♥ s✐♥❝❡ ❋❡❜r✉❛r② ✾✳ ❍✐s ♣❤②s✐❝✐❛♥ ❆❧❜❡rt♦tt✐
✈❛✐♥❧② tr✐❡❞ t♦ ❞✐s❝♦✉r❛❣❡ ❤✐♠ ❢r♦♠ tr❛✈❡❧❧✐♥❣ t♦ ❋r❛♥❝❡✳ ❇✉t ❜② ▼❛r❝❤ ✶ ❤❡ ❤❛❞ ❧❡❢t
❢♦r ❋r❛♥❝❡ ❛♥②✇❛②✳ ■❢ ♥♦t t❤❡ ❧✐✈❡r✱ t❤❡♥ t❤❡ ❧❡❣s✱ t❤❡ st♦♠❛❝❤ ♦r t❤❡ ❤❡❛❞ ✇❡r❡ ❝❛✉s✐♥❣
♣❛✐♥✳ ❆t t❤❡ r❡q✉❡st ♦❢ t❤❡ ❙❛❧❡s✐❛♥s ✐♥ ▼❛rs❡✐❧❧❡✱ ❛ ❞♦❝t♦r ❢r♦♠ t❤❡ ♠❡❞✐❝❛❧ ❢❛❝✉❧t②
✐♥ ▼♦♥t♣❡❧❧✐❡r ❝❛♠❡ t♦ s❡❡ ❉♦♥ ❇♦s❝♦ ♦♥ ▼❛r❝❤ ✷✺✳ ❍✐s ❞✐❛❣♥♦s✐s ✇❛s ❝r②st❛❧ ❝❧❡❛r✳
❚❤✐s ❞♦❝t♦r ♠❛❞❡ ❛♥ ✉♥❡q✉✐✈♦❝❛❧ ❝♦♥♥❡❝t✐♦♥ ❜❡t✇❡❡♥ ❤✐s st❛t❡ ♦❢ ♠✐♥❞ ❛♥❞ t❤❡ ✐rr✐t❛t❡❞
♦r❣❛♥s✳ ❉♦♥ ❇♦s❝♦ ❢♦✉♥❞ ❤✐♠s❡❧❢ ✐♥ ❛ r❡❛❧❧② ♣✐t✐❢✉❧ ❝♦♥❞✐t✐♦♥✳✸✵ ❍❡ ✇♦✉❧❞ ♥❡✈❡r r❡❝♦✈❡r
❢✉❧❧② ❢r♦♠ ✐t✳ ❍✐s ❝♦♥❞✐t✐♦♥ s♦♠❡t✐♠❡s ✐♠♣r♦✈❡❞✱ ❜✉t ❤❡ r❡❧❛♣s❡❞ t✐♠❡ ❛♥❞ ❛❣❛✐♥✳ ■t ✇❡♥t
t❤❛t ✇❛② ✉♥t✐❧ ❤❡ ❛rr✐✈❡❞ ✐♥ ❘♦♠❡✱ ❢r♦♠ ✇❤❡r❡ ▲❡♠♦②♥❡ ❛t s♦♠❡ ♣♦✐♥t ❝♦✉❧❞ ❛♥♥♦✉♥❝❡
t❤❛t ✏❉♦♥ ❇♦s❝♦ ❢❡❧t ❜❡tt❡r✱ t❤❡ ♣❛✐♥ ♦❢ t❤❡ ❧✐✈❡r ❛♥❞ t❤❡ ✐♥✢❛♠❡❞ ❡②❡ ❤❛❞ s✉❜s✐❞❡❞✑ ❛♥❞
t❤❡ ❤❡❛❧t❤ ❝♦♥❞✐t✐♦♥ ♦❢ ❉♦♥ ❇♦s❝♦ ✏r❡♠❛✐♥❡❞ s❛t✐s❢❛❝t♦r②✑✱ t❤❡♥ ❛❣❛✐♥ ❤❡ ❤❛❞ t♦ ❣♦ ❜❛❝❦
t♦ ❛ st❛t❡♠❡♥t t❤❛t ❉♦♥ ❇♦s❝♦ ✇❛s ✏❢❛r t♦♦ t✐r❡❞✑ ❛♥❞ ✏❝♦✉❧❞ ♥♦t ♦❝❝✉♣② ❤✐♠s❡❧❢ ✇✐t❤
❛♥②t❤✐♥❣ ❛s ❤✐s ❤❡❛❞ ❢❛✐❧❡❞ t♦ ❢✉♥❝t✐♦♥✑ ♦r ✏❢❡✈❡r ❛tt❛❝❦s ❤❛❞ r❡t✉r♥❡❞✳✑ ✸✶
■t ✐s ❡❛s✐❧② ✉♥❞❡rst❛♥❞❛❜❧❡ t❤❛t ❤❡ ❤❛❞ t♦ st❛② ✐♥ ❜❡❞ s♦♠❡t✐♠❡s ❛♥❞ ❛s ❛ ❝♦♥s❡q✉❡♥❝❡
♦❢ s✇♦❧❧❡♥ ❧❡❣s ❛♥❞ s✉❞❞❡♥ ❞✐s❝♦♠❢♦rts ❝♦✉❧❞ ♣❛② ❢❛r ❢❡✇❡r ✈✐s✐ts t❤❛♥ ❤❡ ✉s❡❞ t♦ ✇❤✐❧❡ ✐♥
❘♦♠❡✳ ❆s ❤❡ ✇❛s ♥♦t ❛❜❧❡ t♦ ❣♦ ❤✐♠s❡❧❢✱ ♠❛♥② tr✐❡❞ t♦ ❝♦♠❡ t♦ ❤✐♠✳✸✷ ■❢ ♣♦ss✐❜❧❡ ✐♥ ❛♥②
✇❛②✱ ❤❡ ✇♦✉❧❞ ✇❡❧❝♦♠❡ t❤❡♠ ❛♥❞ t❛❧❦ t♦ t❤❡♠✳ ❆❧s♦ t❤✐s ❝♦♠✐♥❣ ❛♥❞ ❣♦✐♥❣ ❜❡❧♦♥❣❡❞ t♦
❤✐s ✏❝♦♥st❛♥t ✇♦r❦✑✳
❆❧t❤♦✉❣❤ ❤❡ ❦♥❡✇ t❤❡ s✐t✉❛t✐♦♥ ✇❡❧❧ ❡♥♦✉❣❤ ❛s ❛♥ ✐♥s✐❞❡r✱ ❋r ▲❡♠♦②♥❡ ❞✐❞ ♥♦t ♠❡♥t✐♦♥
❉♦♥ ❇♦s❝♦✬s ❤❡❛❧t❤ ❛s ❛ r❡❛s♦♥ ❢♦r ♥♦t ✇r✐t✐♥❣ t♦ t❤❡ ❙❛❧❡s✐❛♥s✱ ✐♥ ❤✐s ♦✇♥ ✐♥tr♦❞✉❝t✐♦♥ t♦
t❤❡ ❝♦♠❜✐♥❡❞ ✈❡rs✐♦♥✳ ❆s ❛ ♠❛tt❡r ♦❢ ❢❛❝t ❤❡ ❞✐❞ ♥♦t ❝❤❛♥❣❡ ❛♥②t❤✐♥❣ ✐♥ t❤❡ ✐♥tr♦❞✉❝t✐♦♥
❛t ❛❧❧✿ ✐t ✇❛s t❤❡ s❛♠❡ ♦♥❡ ❜♦t❤ ❢♦r t❤❡ ❜♦②s ❛♥❞ t❤❡ ❙❛❧❡s✐❛♥s✳
❚❤❡r❡ ✐s ♥♦ ❞✐r❡❝t ❡①♣❧❛♥❛t✐♦♥ ❢♦r ❋r ▲❡♠♦②♥❡✬s ♥♦t ♠❡♥t✐♦♥✐♥❣ ❉♦♥ ❇♦s❝♦✬s ❤❡❛❧t❤✳
◆❡✐t❤❡r ✐♥ t❤❡ ❧❡tt❡r t♦ t❤❡ ❜♦②s ♥♦r ✐♥ t❤❡ ❝♦♠❜✐♥❡❞ ✈❡rs✐♦♥ ✭♠s✳ ✮✳ P❡r❤❛♣s ❤❡ ❞✐❞ ♥♦t
❧✐❦❡ t♦ r❡♠✐♥❞ t❤❡ ❜♦②s ♦❢ ❛❧❧ t❤❡ ♣❤②s✐❝❛❧ ♠✐s❡r②✱ ❛s t❤❡r❡ ❤❛❞ ❜❡❡♥ s♦♠❡ ✐♠♣r♦✈❡♠❡♥t
❢♦r ❛ ❝♦✉♣❧❡ ♦❢ ❞❛②s✳✸✸ ❆❜♦✈❡ ❛❧❧ ❉♦♥ ❇♦s❝♦ ❤✐♠s❡❧❢ ♥♦ ❧♦♥❣❡r ✇❛♥t❡❞ ❛♥② ❛❧❧✉s✐♦♥ t♦ ❤✐s
✷✽■❜✐❞✳✱ ♣✳ ✶✺✷✴✶✶✲✶✷ ❛♥❞ ♣✳ ✶✺✸✴✶✶✳
✷✾■❜✐❞✳✱ ♣✳ ✶✹✾✴✷✼ ❛♥❞ ♣✳ ✶✺✶✴✸✲✹✳ ❉❊❙❘❆▼❆❯❚✱ ❋r✳✱ ❉♦♥ ❇♦s❝♦ ❡♥ s♦♥ t❡♠♣s ✭✶✽✹✶✲✶✽✽✽✮✱ ❚✉r✐♥✱
❙❊■✱ ✶✾✾✻✱ ♣♣✳ ✶✷✺✽✲✶✷✺✾✳
✸✵❉❊❙❘❆▼❆❯❚✱ ❋r✳✱ ❉♦♥ ❇♦s❝♦ ❡♥ s♦♥ t❡♠♣s✳✳✳✱ ♣♣✳ ✶✷✹✷✱ ✶✷✹✻❀ ❛♠♦♥❣ ♦t❤❡r t❤✐♥❣s ✇✐t❤ t❤❡ ❛♥✲
♥♦t❛t✐♦♥✿ ✏ét❛t ♥❡r✈❡✉① ❡♥tr❛î♥❛♥t ✉♥❡ ✐rr✐t❛t✐♦♥ ❞❡s ♦r❣❛♥s✳✑ ❉♦❝t♦r ❈♦♠❜❛❧✬s r❡♣♦rt ❝❛♥ ❜❡ ❢♦✉♥❞
✐♥ ▼❇ ❳❱■■✱ ♣♣✳ ✺✼✲✺✽❀ ❊▼❇ ❳❱■■✱ ♣♣✳ ✸✽✲✸✾✳ ■♥ t❤❡ ▼❡♠♦r✐❡ ❇✐♦❣r❛✜❝❤❡ ❊✳ ❈❡r✐❛ ♠❛❞❡ t❤❛t
❝♦♥♥❡❝t✐♦♥ t♦♦✿ ✏❙♦ ♠❛♥② ❤❛r❞s❤✐♣s ❛♥❞ t❤❡ ❛❞❞✐t✐♦♥❛❧ ❜✉r❞❡♥ ♦❢ ❜✐tt❡r ❞✐s❛♣♣♦✐♥t♠❡♥ts ❛❣❣r❛✈❛t❡s
❉♦♥ ❇♦s❝♦✬s ♣❤②s✐❝❛❧ ✐♥✜r♠✐t✐❡s✑ ✭▼❇ ❳❱■■✱ ♣✳ ✽✾❀ ❊▼❇ ❳❱■■✱ ♣✳ ✻✼✮✳
✸✶❇❘❆■❉❖✱ P✳✲❆❘❊◆❆▲ ▲▲❆❚❆ ❘♦❣é❧✐♦✱ ❉♦♥ ●✐♦✈❛♥♥✐ ❇❛tt✐st❛ ▲❡♠♦②♥❡✳✳✳✱ ♣♣✳ ✶✹✷✴✸✲✹✱ ✶✹✺✴✺✱
✶✹✻✴✶✻✲✶✽✱ ✶✹✼✴✷✾✲✸✵✱ ✶✺✶✴✸✲✹✳
✸✷▼❇ ❳❱■■✱ ♣♣✳ ✽✵✲✽✶❀ ❊▼❇ ❳❱■■✱ ♣♣✳ ✻✵✲✻✶✳ ▼❛♥② ♣❡rs♦♥s ❞✐❞ ♥♦t r❡❛❧❧② s♣❛r❡ t❤❡ ✐❧❧ ❛♥❞ ♦✈❡r✇♦r❦❡❞
❉♦♥ ❇♦s❝♦✳ ❚❤❡② ✇❛♥t❡❞ t♦ ✉s❡ ❤✐♠✿ ✏❚❤❡ r❡q✉❡sts ❢♦r ❤♦♥♦✉r ♦r ❞✐st✐♥❝t✐♦♥ ✇❡r❡ ♥✉♠❡r♦✉s✳ ❖♥❡
❝❛✈❛❧✐❡r❡ ✇❛♥t❡❞ t♦ ❜❡ ❛ ❦♥✐❣❤t ✭
✮✱ ❛♥♦t❤❡r ♦♥❡ ✇❛♥t❡❞ t♦ ❜❡ ❛ ▼♦♥s✐❣♥♦r✱ ❛ t❤✐r❞ ♦♥❡ ❜✐s❤♦♣ ❛♥❞
❛❧❧ ❤❛✈❡ ♣✐❡❝❡s ♦❢ ❡✈✐❞❡♥❝❡ t♦ r❡❝♦♠♠❡♥❞ t❤❡♠✳ ■t ✐s ❛ ✇♦r❧❞✱ ❛❧s♦ ✇✐t❤ ♣r✐❡sts✦ ✭❇❘❆■❉❖✱ P✳ ✕
❆❘❊◆❆▲ ▲▲❆❚❆ ❘♦❣é❧✐♦✱ ❉♦♥ ●✐♦✈❛♥♥✐ ❇❛tt✐st❛ ▲❡♠♦②♥❡✳ ✳ ✳ ✱ ♣✳ ✶✹✻✴✶✼✲✷✵✮
✸✸❇❘❆■❉❖✱ P✳✲❆❘❊◆❆▲ ▲▲❆❚❆ ❘♦❣❡❧✐♦✱ ❉♦♥ ●✐♦✈❛♥♥✐ ❇❛tt✐st❛ ▲❡♠♦②♥❡✳ ✳ ✳ ✱ ♣♣✳ ✶✺✸✴✸✱ ✶✺✹✴✶✻✱
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❤❡❛❧t❤✳ ❖♥ ❆♣r✐❧ ✷✸✱ t❤❡ ✈❡r② ❞❛② ❋r ▲❡♠♦②♥❡ ✐♥❢♦r♠❡❞ ❋r ❘✉❛ t❤❛t ✏❉♦♥ ❇♦s❝♦ ❝♦✉❧❞
♥♦t ♣♦ss✐❜❧② ♦❝❝✉♣② ❤✐♠s❡❧❢ ✇✐t❤ ❛♥②t❤✐♥❣✱ ❉♦♥ ❇♦s❝♦ ❤✐♠s❡❧❢ ✇r♦t❡ t♦ ❋r ▲❛③③❡r♦ ✐♥ ♦♥❡
♦❢ ❤✐s ✈❡r② ❢❡✇ ♣❡rs♦♥❛❧ ❧❡tt❡rs ❢r♦♠ ❘♦♠❡✿ ✏❚❡❧❧ ♦✉r ❜❡❧♦✈❡❞ ❝♦♥❢r❡r❡s ❛♥❞ ❞❡❛r ❝❤✐❧❞r❡♥
✭❜♦②s✮ ♦❢ t❤❡ ❤♦✉s❡ t❤❛t ♠② ❤❡❛❧t❤ ❤❛s ✐♠♣r♦✈❡❞ r❡♠❛r❦❛❜❧② ✐♥ t❤❡ ❧❛st t✇♦ ❞❛②s✳✑ ✸✹ ■t
❣♦❡s ✇✐t❤♦✉t s❛②✐♥❣ ❤✐s ♣♦♦r ❛♥❞ ❛t t✐♠❡s r❡❛❧❧② ❜❛❞ ❤❡❛❧t❤ ♣✉t ❤✐s ❛❝t✐✈✐t✐❡s ✐♥ ❘♦♠❡
✉♥❞❡r ❤❡❛✈② ♣r❡ss✉r❡ ❛♥❞ ♦❢t❡♥ ♠❛❞❡ t❤❡♠ ✐♠♣♦ss✐❜❧❡✳ ■♥ t❤❡ ♠❡❛♥t✐♠❡ t❤❡ ❙❛❧❡s✐❛♥s
✐♥ ❚✉r✐♥ ✇❡r❡ ❦❡♣t ❛❜r❡❛st q✉✐t❡ ❛❝❝✉r❛t❡❧② ♦❢ t❤❡ s✐t✉❛t✐♦♥ ❛♥❞ ❞✉r✐♥❣ t❤❡ r❡❛❞✐♥❣ ♦✉t
❜② ❋r ❘✉❛ t❤❡② ♠✉st ❤❛✈❡ ✇♦♥❞❡r❡❞ ✇❤② t❤❡ ❡❞✐t♦r ♦❢ t❤❡ ❧❡tt❡r t♦ t❤❡ ❜♦②s ❦❡♣t s✐❧❡♥t✳
▲❛t❡r t❤❡② ♠✉st ❤❛✈❡ ❡✈❡♥ ❜❡❡♥ ♠♦r❡ ❛st♦♥✐s❤❡❞ ✇❤❡♥ t❤❡② ❛❝t✉❛❧❧② ❣♦t ❞♦✇♥ t♦ r❡❛❞✐♥❣
t❤❡ ❝✐r❝✉❧❛r ✇❤✐❝❤ ✇❛s ❛❞❞r❡ss❡❞ t♦ t❤❡♠✳
❲❡ ❞✐❞ ♥♦t ❞✇❡❧❧ ✉♣♦♥ t❤❡ r❡❛❧ r❡❛s♦♥ ✇❤② ❉♦♥ ❇♦s❝♦ ✇r♦t❡ t♦ t❤❡ ❜♦②s ❢r♦♠ ❘♦♠❡
❛❢t❡r ❛❧❧✳ ❍❡ ✇❛♥t❡❞ t♦ ✇r✐t❡ ❜❡❝❛✉s❡ ❤❡ ✇❛s ✇♦rr✐❡❞ ❛❜♦✉t t❤❡ s✐t✉❛t✐♦♥ ✐♥ t❤❡ ❖r❛t♦r②
❛♥❞ t❤❡ ♣❛rt t❤❡ ②♦✉♥❣st❡rs ♣❧❛②❡❞ ✐♥ ✐t✳ ◆❡✐t❤❡r ❤❛s t❤❡ ❛❝t✉❛❧ r❡❛s♦♥ ❢♦r t❤❡ ✇r✐tt❡♥
✐t❡♠ t♦ t❤❡ ❛❞✉❧ts ❜❡❡♥ ♠❡♥t✐♦♥❡❞ ❛❢t❡r✇❛r❞s✳ ❆♥❞ s♦ t❤❡ ❡①♣❧❛♥❛t✐♦♥ st✉❝❦ t♦ t❤❡ ✈❛❣✉❡
✏❝♦♥st❛♥t ✇♦r❦ ♣r❡✈❡♥t❡❞ ♠❡✳✑
✸✳✶✳✹ ❙❡♥s✐t✐✈❡ ♠♦t✐✈❡s ♣✉s❤✐♥❣ ❤✐♠ t♦ ✇r✐t❡ ②❡t ❜❡❢♦r❡ t❤❡ ❞❡♣❛rt✉r❡
❢r♦♠ ❘♦♠❡ ❬✸❪
■♥st❡❛❞ ♦❢ ❢✉rt❤❡r ❡①♣❧❛✐♥✐♥❣ t❤✐♥❣s✱ t❤❡ t❡①t s✇✐t❝❤❡s t♦ s♦♠❡ ♦❢ ❉♦♥ ❇♦s❝♦✬s ❞❡❡♣✱ ♣❡r✲
s♦♥❛❧ ♠♦t✐✈❡s✳ ❚❤✐s s♦rt ♦❢ ❝♦♥❝❡❛❧❡❞ ✇❛② ♦❢ ❞❡❛❧✐♥❣ ✇✐t❤ t❤❡ ♠❛tt❡r ✐s q✉✐t❡ ❛❝❝❡♣t❛❜❧❡
✇✐t❤ r❡❣❛r❞ t♦ t❤❡ ❜♦②s✳ ❲❤❡♥ ✐♥❢♦r♠✐♥❣ t❤❡ s✉♣❡r✐♦rs✱ t❡❛❝❤❡rs ❛♥❞ ❛ss✐st❛♥ts ✐♥ ✇r✐t✲
✐♥❣✱ t❤✐s ✇❛② ♦❢ ❞❡❛❧✐♥❣ ✇✐t❤ t❤✐♥❣s ✐s ♣❡r❤❛♣s ❧❡ss ❝♦rr❡❝t✱ ❜✉t ❉♦♥ ❇♦s❝♦✬s s❡♥s✐t✐✈❡
♠♦t✐✈❡s ✇❡r❡ ❛❧s♦ ✈❛❧✐❞ ❢♦r t❤❡♠✳ ❲❤❛t ♠❛❞❡ ❤✐♠ ✇r✐t❡ ❛♥❞ ✇❤❛t ♠❛② ❜❡ ❝❛❧❧❡❞ ♣❡rs♦♥❛❧
♠♦t✐✈❡s ♠✉st s❡❡♠ ❧✐❦❡ str♦♥❣ ❢❡❡❧✐♥❣s ❢♦r t❤❡ ②♦✉♥❣st❡rs ❛♥❞ ❢♦r t❤❡ ❙❛❧❡s✐❛♥s ❛s ✇❡❧❧✱ ✐✳❡✳
❉♦♥ ❇♦s❝♦ ✏❧♦✈❡s t❤❡♠ ✈❡r② ❞❡❛r❧② ✐♥ ❈❤r✐st ❏❡s✉s✑ ❛♥❞ ❤❡ ❛❧s♦ ❢❡❧t ✐t ✏❤✐s ❞✉t② t♦ s♣❡❛❦
✇✐t❤ t❤❡ ❢r❡❡❞♦♠ ♦❢ ❛ ❢❛t❤❡r✳✑ ❚❤❡s❡ t❤♦✉❣❤ts ❛♥❞ s❡♥t❡♥❝❡s ❝♦✉❧❞ r❡❛❧❧② ❜❡ ♣r❡s❡r✈❡❞ ❛s
s✉❝❤✱ ✇✐t❤♦✉t ❛♥② ♦❜❥❡❝t✐♦♥✱ ✇✐t❤✐♥ t❤❡ ❢r❛♠❡✇♦r❦ ♦❢ ❛ ❝♦♥✜❞❡♥t✐❛❧ ❝✐r❝✉❧❛r✱ ♣❛rt✐❝✉❧❛r❧②
✐♥ t❤❡ ✐♥tr♦❞✉❝t✐♦♥ t♦ ❛♥ ❡①♣❧❛♥❛t✐♦♥✳ ■t ✐s ❛♥ ✐♥tr♦❞✉❝t✐♦♥ ✇❤✐❝❤ ❛❧r❡❛❞② ❞✐✛❡rs ✐♥ ✐ts
♦✇♥ r✐❣❤t ❢r♦♠ ❛♥ ✐♥tr♦❞✉❝t✐♦♥ t♦ ❛ ❜✉s✐♥❡ss❧✐❦❡ ❝♦♥❢❡r❡♥❝❡✳
❉♦♥ ❇♦s❝♦ ❧❡❢t ♥♦ ❞♦✉❜t ❛❜♦✉t t❤❡ ❝❡rt❛✐♥t② ♦❢ ❤✐s ❧♦✈❡ ❢♦r t❤❡ ❜♦②s ✐♥ ❏❡s✉s ❈❤r✐st ✐♥
❛ st❛t❡♠❡♥t ✐♥ ✶✽✹✼ ✐♥ ■❧ ❣✐♦✈❛♥❡ ♣r♦✈✈❡❞✉t♦✿ ✏▼② ❞❡❛r ❜♦②s✱ ■ ❧♦✈❡ ❛❧❧ ♦❢ ②♦✉ ❞❡❛r❧② ❛♥❞
t❤❛t ②♦✉ ❛r❡ ②♦✉♥❣ ✐s ❡♥♦✉❣❤ t♦ ♠❛❦❡ ♠❡ ❧♦✈❡ ②♦✉ ✈❡r② ♠✉❝❤ ❛♥❞ ■ ❝❛♥ ❛ss✉r❡ ②♦✉ t❤❛t
②♦✉ ♠❛② ✜♥❞ ❜♦♦❦s ✇r✐tt❡♥ ❛♥❞ r❡❝♦♠♠❡♥❞❡❞ ❜② ♣❡rs♦♥s ❢❛r ♠♦r❡ ✈✐rt✉♦✉s ❛♥❞ ❧❡❛r♥❡❞
t❤❛♥ ■✱ ❜✉t ②♦✉ ✇♦✉❧❞ ❤❛r❞❧② ✜♥❞ ❛♥②♦♥❡ ✇❤♦ ❧♦✈❡s ②♦✉ ♠♦r❡ ❞❡❛r❧② ✐♥ ❏❡s✉s ❈❤r✐st t❤❛♥
■ ❞♦ ❛♥❞ ✇❤♦ ✐s ♠♦r❡ ❞❡s✐r♦✉s ❢♦r ②♦✉r tr✉❡ ❤❛♣♣✐♥❡ss✳✑ ✸✺ ❍❡ st♦♦❞ ❜② t❤✐s ❧✐♥❡ ✉♥t✐❧ t❤❡
✶✵✶st ❡❞✐t✐♦♥ ✐♥ ✶✽✽✺ ✐♥ ✇❤✐❝❤ ❤❡ r❡str✐❝t❡❞ ❤✐s ❡①♣r❡ss✐♦♥ ♦❢ ❢❡❡❧✐♥❣s t♦ t❤❡ ✜rst s❡♥t❡♥❝❡✳
◆♦t ♦♥❧② ❞✐❞ ❤❡ ❤✐♠s❡❧❢ ❧♦✈❡ t❤❡ ❜♦②s ❛♥❞ ❞❡❞✐❝❛t❡ ❤✐s ✇❤♦❧❡ ❜❡✐♥❣ t♦ t❤❡✐r t❡♠♣♦r❛❧ ❛♥❞
❡t❡r♥❛❧ ✇❡❧❢❛r❡✱ ❜✉t ❤❡ ❛❧s♦ ❝❛❧❧❡❞ ♦♥ ❤✐s ❝♦♥❢r❡r❡s t♦ ❧♦✈❡ ❛♥❞ ❞❡❛❧ ✇✐t❤ t❤❡ ②♦✉♥❣st❡rs
✶✺✺✴✶✹✲✶✺✳
✸✹
❊ ■❱✱ ♣✳ ✷✺✻✳ ▼❇ ❳❱■■✱ ♣♣✳ ✶✶✺✲✶✶✻❀ ❊▼❇ ❳❱■■✱ ♣✳ ✾✺✳
✸✺
❖❊ ■■ ❬✶✽✼❪❀ ❖❊ ❳❳❳❱ ❬✶✸✺❪✳
✺✾

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✐♥ s✉❝❤ ❛ ✇❛② t❤❛t t❤❡② ❝♦✉❧❞ ❧♦✈❡ t❤❡ ❛ss✐st❛♥ts r❛t❤❡r t❤❛♥ r❡s♣❡❝t❢✉❧❧② ❢❡❛r t❤❡♠✳✸✻
❲❛s ✐t ♥♦t ♣r❡❝✐s❡❧② t❤❡ r❡✈❡rs❛❧ ♦❢ ❜♦t❤ ❛s♣❡❝ts ✇❤✐❝❤ ✇❛s r❡❣r❡tt❡❞ ✐♥ ▼❛r❝❤ ✶✽✽✸ ❛♥❞
❢♦r ✇❤✐❝❤ ♥♦ ❝❛✉s❡ ♥♦r r❡❛s♦♥ ❤❛❞ ②❡t ❜❡❡♥ ❢♦✉♥❞❄✸✼ ■♥ t❤❡ ♠❡❛♥t✐♠❡ ❉♦♥ ❇♦s❝♦ ❤❛❞
❛♥ ✐♥s✐❣❤t ✐♥t♦ ✐t ❛♥❞ ✇❛♥t❡❞ t♦ ✉s❡ ✐t t♦ ❝♦♥tr✐❜✉t❡ t♦ ❛ s♦❧✉t✐♦♥✳ ❍❡ ❞✐❞ s♦ ✲ ❞r✐✈❡♥ ❜②
❧♦✈❡ ✐♥ ❏❡s✉s ❈❤r✐st ✲ ❜② ❛❞❞r❡ss✐♥❣ ❤✐♠s❡❧❢ ✐♥ t❤❡ ❧❡tt❡r t♦ t❤❡ ②♦✉♥❣st❡rs t♦ ❜♦t❤ t❤❡
❜♦②s ❛♥❞ t❤❡ ❛❞✉❧ts ✇❤❡♥ t❤❡② ✇❡r❡ ❧✐st❡♥✐♥❣ t♦ ❋r ❘✉❛ ♦r ❋r ▲❛③③❡r♦ r❡❛❞✐♥❣ ✐t ♦✉t✳
❚❤❡ s❡❝♦♥❞ ♠♦t✐✈❡ ✐s t❤❡ ✐♥❡r❛❞✐❝❛❜❧❡ ❛✇❛r❡♥❡ss ♦❢ r❡s♣♦♥s✐❜✐❧✐t② ❛♥❞ t❤❡ t❛s❦ ❤❡ ❤❛❞
❛s ❛ ❢❛t❤❡r t♦ t❤❡ ❜♦②s✳ ❍❡ ♠✉st ❤❛✈❡ ✐♥✈✐t❡❞ t❤❡♠ ❡①♣❧✐❝✐t❧② t♦ ❝♦♥s✐❞❡r ❤✐♠ ❛s ❛ ❢❛t❤❡r
✇❤❡♥ ✐♥ t❤❡ ❜❡❣✐♥♥✐♥❣ ②❡❛rs ♦❢ t❤❡ ❖r❛t♦r② ❤❡ ❤❛❞ ❡①♣r❡ss❡❞ ✐t t♦ ♦♥❡ ♦❢ t❤❡ ❜♦②s ✇❤♦
✇❛s ❤❛✈✐♥❣ ❛ ❤❛r❞ t✐♠❡ ❛t ❤♦♠❡✳ ✏❘❡♠❡♠❜❡r✑✱ ❤❡ s❛✐❞✱ ✏t❤❛t ♥♦ ♠❛tt❡r ✇❤❛t ❤❛♣♣❡♥s✱
■✬❧❧ ❛❧✇❛②s ❜❡ ❛ ❢❛t❤❡r t♦ ②♦✉✳ ❆♥❞ ✐❢ t❤✐♥❣s ❣❡t r❡❛❧❧② ❜❛❞✱ ✢❡❡ t♦ ♠② ❤♦✉s❡✳✑ ✸✽
▲❛t❡r ✐♥ ❛ ❧❡tt❡r ♦❢ ✶✽✻✹ t♦ t❤❡ ❜♦②s ❛t t❤❡ s❝❤♦♦❧ ✐♥ ▼✐r❛❜❡❧❧♦ ❤❡ ✇r♦t❡✿ ✏■ ❛♠ ❝♦♠✐♥❣
t♦ ②♦✉ ❛s ❛ ❢❛t❤❡r✱ ❢r✐❡♥❞ ❛♥❞ ❜r♦t❤❡r✳✑ ✸✾ ■t ❧♦♦❦❡❞ ❛s ✐❢ ❤❡ ✇❛s ♥♦t ❛❜❧❡ t♦ ❢♦r♠✉❧❛t❡ ✐t
❛❝❝✉r❛t❡❧②✱ ❜✉t ✏❢❛t❤❡r✑ ❝♦♠❡s ✜rst ✐♥ t❤❡ ♣r❡s❡♥t❛t✐♦♥ ♦❢ ❤✐♠s❡❧❢✳
❚❤❡ s✉❝❝❡ss✐✈❡ ❣❡♥❡r❛t✐♦♥s ♦❢ ②♦✉♥❣st❡rs ❛❧s♦ ❤❛✈❡ ❡①♣❡r✐❡♥❝❡❞ ❛♥❞ ❛❝❦♥♦✇❧❡❞❣❡❞ ❤✐♠
❛s s✉❝❤✳ ❲❤❡♥ ❜❛❝❦ ✐♥ ✶✽✼✷ ❡✈❡r②♦♥❡ ❝❡❧❡❜r❛t❡❞ ❉♦♥ ❇♦s❝♦✬s ♣❛tr♦♥ s❛✐♥t✬s ♥❛♠❡ ♠❛♥②
♣❡♦♣❧❡✱ ❛♠♦♥❣ t❤❡♠ t❤❡ ♠❡♠❜❡rs ♦❢ t❤❡ ❙t ❆❧♦②s✐✉s s♦❞❛❧✐t②✱ st♦♦❞ ✉♣ ❛♥❞ s❛✐❞✿ ✏❆❧❧♦✇
✉s t♦ ❞r♦♣ ❛❧❧ t✐t❧❡s ❢r♦♠ t♦❞❛② ♦♥ ❛♥❞ ❛❞❞r❡ss ②♦✉ ❜② t❤❡ s✇❡❡t ♥❛♠❡ ♦❢ ❋❛t❤❡r✳✑ ✹✵ ❉♦♥
❇♦s❝♦ ❛❧❧♦✇❡❞ t❤❡ ❛❞❞r❡ss ❜② t❤❡ s♦❞❛❧✐t② ♠❡♠❜❡rs t♦ ♣❧❡❛s❡ ❤✐♠ ❛t ❛ ♠♦♠❡♥t ✇❤❡♥ ❤❡
❤❛❞ ❥✉st r❡❝♦✈❡r❡❞ ❢r♦♠ s❡r✐♦✉s ✐❧❧♥❡ss ❞✉r✐♥❣ t❤❡ ✜rst ♠♦♥t❤s ♦❢ t❤❡ ✶✽✼✶✲✶✽✼✷ s❝❤♦♦❧
②❡❛r✳
❚❤❡s❡ q✉♦t❡s ❛r❡ ✐♠♣♦rt❛♥t t♦ s❤♦✇ ❤♦✇ ❉♦♥ ❇♦s❝♦ ❝♦♥s✐❞❡r❡❞ ❤✐♠s❡❧❢ t♦ ❜❡ ❛ ❢❛t❤❡r
❢♦r t❤❡ ❜♦②s ❛♥❞ ❛❧s♦ ♣r❡s❡♥t❡❞ ❤✐♠s❡❧❢ ❛s s✉❝❤ t♦ t❤❡♠✳ ■t ❣♦❡s ✇✐t❤♦✉t s❛②✐♥❣ t❤❛t ✐t
✇❛s str❡ss❡❞ ✐♥ t❤❡ ✐♥tr♦❞✉❝t✐♦♥ t♦ t❤❡ ❧❡tt❡r ❢r♦♠ ❘♦♠❡ t♦ t❤❡ ❜♦②s✳ ❚❤❡s❡ q✉♦t❡s ♠❛❦❡
✉s ❢❡❡❧ t❤✐s ❛❞❞r❡ss ✇❡♥t ❞♦✇♥ ✇❡❧❧ ✇✐t❤ t❤❡ ❜♦②s t♦ s✉❝❤ ❛♥ ❡①t❡♥t t❤❛t t❤❡② ♥♦t ♦♥❧②
❝♦♥s✐❞❡r❡❞ ❤✐♠ t♦ ❜❡ t❤❡✐r ❢❛t❤❡r✱ ❜✉t ❛❧s♦ ✇❛♥t❡❞ t♦ ❛❞❞r❡ss ❤✐♠ ❜② t❤❛t t✐t❧❡✳ ❚❤✐r❞❧②✱
t❤❡② ❝❧❡❛r❧② s❤♦✇ t❤❛t ❤❡ r❡q✉✐r❡❞ ❤✐s r❡❝t♦rs t♦ ❤❛✈❡ t❤❡ s❛♠❡ s❡♥s✐t✐✈❡ ❛tt✐t✉❞❡ t♦✇❛r❞s
♣✉♣✐❧s ❛♥❞ ❝♦♥❢r❡r❡s✳
❲✐t❤ r❡s♣❡❝t t♦ t❤❡ ❡①t❡♥❞❡❞ ♣❧❛♥♥❡❞ ❝✐r❝✉❧❛r ✐♥t❡♥❞❡❞ ❢♦r t❤❡ ❙❛❧❡s✐❛♥s✱ t❤❡s❡ q✉♦t❡s
❛r❡ ✈❛❧✉❛❜❧❡ ❜❡❝❛✉s❡ t❤❡② s✉♣♣♦s❡ t❤❛t ♣❛st♦r❛❧ ❛♥❞ ♣❡❞❛❣♦❣✐❝❛❧ ❢❛t❤❡r❤♦♦❞ ✇❛s ❛ ❝♦♥✲
st❛♥t ❢❛❝t♦r ♣r❛❝t✐s❡❞ ✐♥ ❞❛✐❧② ❧✐❢❡ ❡✈❡♥ ❜❡❢♦r❡ ❉♦♥ ❇♦s❝♦ ❧❛✐❞ ✐t ❞♦✇♥ ✐♥ ❚❤❡ ▲✐tt❧❡
❚r❡❛t✐s❡ ♦♥ t❤❡ Pr❡✈❡♥t✐✈❡ ❙②st❡♠✳
■♥ ✐t ❤❡ st❛t❡❞ t❤❛t ✐♥ ❤✐s s②st❡♠ ✏t❤❡ r❡❝t♦rs ♦r t❤❡ ❛ss✐st❛♥ts ✳✳✳ ❧✐❦❡ ❧♦✈✐♥❣ ❢❛t❤❡rs✳ ✳ ✳
❝♦♥✈❡rs❡ ✇✐t❤ t❤❡♠✳✑ ❍❡ ✇❡♥t ♦♥ t♦ s❛② t❤❛t ✏❛ ♣✉♣✐❧✑✱ ❛s ❛ ♣❛st ♣✉♣✐❧✱ ✏✇✐❧❧ ❧♦♦❦ ✉♣♦♥
❤✐s t❡❛❝❤❡rs ❛♥❞ s✉♣❡r✐♦rs ❛s ❢❛t❤❡rs ❛♥❞ ❜r♦t❤❡rs✑ t❤❛♥❦s t♦ t❤❡ ✐♠♣❧❡♠❡♥t❛t✐♦♥ ♦❢ t❤❡
✸✻❙❡❡ ❇■❊❙▼❆◆❙✱ ❘✳✱ ❋❛tt✐ ❛♠❛r❡✳✳✳✱ ❩♦r❣ ❡r✈♦♦r ❞❛t ③❡ ✈❛♥ ❥❡ ❤♦✉❞❡♥✱ ❉♦♥ ❇♦s❝♦ ❙t✉❞✐❡s ♥r ✳ ✸✱ ✶✾✾✹✱
♣♣✳ ✻✹✲✻✾✳ ■❉✳✱ ✏❙t✉❞✐❛ ❞✐ ❢❛rt✐ ❛♠❛r❡✱✑ ◗✉❛❞❡r♥✐ ❞✐ s♣✐r✐t✉❛❧✐tà s❛❧❡s✐❛♥❛✱ ■st✐t✉t♦ ❞✐ s♣✐r✐t✉❛❧✐tà✱
❘♦♠❡✱ ❯P❙✱ ♥✽✱ ✶✾✾✻✱ ♣♣✳ ✶✼✲✸✹✳
✸✼❈❢✳ t❤❡ r❡❢❡r❡♥❝❡ ✐♥ ❢♦♦t♥♦t❡ ✺✾ ♦❢ t❤❡ ✜rst ❝❤❛♣t❡r ♦❢ t❤✐s st✉❞②✳
✸✽▼❇ ■■■✱ ♣✳ ✸✹✶❀ ❊▼❇ ■■■✱ ♣✳ ✷✹✷✳
✸✾❇■❊❙▼❆◆❙✱ ❘✳✱ ❉❡ ❜r✐❡❢ ✉✐t ❘♦♠❡ ❛❛♥ ❞❡ ❥♦♥❣❡♥s✳ ✳ ✳ ✱ ♣✳ ✸✶✳ ▼❇ ❱■■■✱ ♣✳ ✽✼✺❀ ❊▼❇ ❱■■■✱ ♣✳ ✸✽✷✳
✹✵▼❇ ❳✱ ♣✳ ✸✸✸❀ ♦♠✐tt❡❞ ✐♥ ❊▼❇ ❳✱ ♣✳ ✶✻✸✴❢♦♦t♥♦t❡ ✾✳ ■♥s♣✐r❡❞ ❜② s✐♠✐❧❛r ❡①♣❡r✐❡♥❝❡s ❛♥❞ s❡♥t✐♠❡♥ts
❈❛r❞✐♥❛❧ ●✳ ❈❛❣❧✐❡r♦ ✇♦✉❧❞ t❡st✐❢② s♦♠❡ t✐♠❡✿ ✏❆❧t❤♦✉❣❤ ✇❡ ❜♦②s ♦❢ t❤❡ ❖r❛t♦r② ❝♦♥s✐❞❡r❡❞ ❤✐♠ ❛s
❛♥ ❛✛❡❝t✐♦♥❛t❡ ❢❛t❤❡r ❛♥❞ ❞❡❛❧t ✇✐t❤ ❤✐♠ ✇✐t❤ ❛ tr✉st ❛♥❞ ❛ ❢❛♠✐❧✐❛r✐t② t❤❛t ✇❛s ❡✈❡♥ ♠♦r❡ t❤❛♥
✜❧✐❛❧✳✳✳✑ ✭▼❇ ❳❱■■■✱ ♣✳ ✺✽✸❀ ❊▼❇ ❳❱■■■✱ ♣✳ ✹✾✻✲✹✾✼✳✮
✻✵

7 Pages 61-70

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7.1 Page 61

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♣r❡✈❡♥t✐✈❡ s②st❡♠✳✹✶ ■t ✇♦✉❧❞ ❜❡ ❛♥ ✉♥❢♦r❣✐✈❛❜❧❡ ♠✐st❛❦❡ ♥♦t t♦ r❡❢❡r ❤❡r❡ ♦♥❝❡ ♠♦r❡
t♦ ❉♦♥ ❇♦s❝♦✬s ✐♥t❡r✈❡♥t✐♦♥ ❞✉r✐♥❣ ✏t❤❡ ❣❡♥❡r❛❧ ♠❡❡t✐♥❣✑ ♦❢ t❤❡ s✉♣❡r✐♦rs ✐♥ ❱❛❧❞♦❝❝♦ ✐♥
✶✽✽✷ ✇✐t❤ ✏✸✺ ♣❡♦♣❧❡ ♣r❡s❡♥t✑✳ ❉♦♥ ❇♦s❝♦ ❤❛❞ ❛rr✐✈❡❞ ❧❛t❡✳ ❆❢t❡r ❤❛✈✐♥❣ ❧✐st❡♥❡❞ t♦ ✇❤❛t
❤❛❞ ❜❡❡♥ ❞✐s❝✉ss❡❞ ❛❧r❡❛❞②✱ ❤❡ s❛✐❞✿ ✏❖♥❡ s❤♦✉❧❞ ♣❛② ♠✉❝❤ ❛tt❡♥t✐♦♥ t♦ t❤✐s✿ ❛ t❡❛❝❤❡r
♦r ❛♥ ❛ss✐st❛♥t ❢✉♥❝t✐♦♥✐♥❣ ❛s ❛ s✉♣❡r✐♦r ✇✐t❤ t❤❡ ❜♦②s✳ ❖♥❝❡ t❤❡ ❢✉♥❝t✐♦♥ ✐s ❢✉❧✜❧❧❡❞✱ ❤❡
❤❛s t♦ ❜❡ ❛ ❢r✐❡♥❞✱ ❛ ❢❛t❤❡r ✇✐t❤ t❤❡ ❜♦②s✳✑ ✹✷
❚❤❛t ♣r✐♥❝✐♣❧❡ ♠✉st ❤❛✈❡ ❜❡❝♦♠❡ t❤❡ ❝♦♠♠♦♥ ❜❡❤❛✈✐♦✉r ✇✐t❤ ❉♦♥ ❇♦s❝♦✬s ❛ss✐st❛♥ts✳
❚❤❡ ❯s❡ ❚❤❛t ✇❛s ❜❛❝❦❡❞ ✉♣ ✜r♠❧② ❜② ❋r ❋r❛♥❝❡s✐❛ ✇❤❡♥ ✇r✐t✐♥❣ ❤✐s ✜rst ❞r❛❢t t❡①t ♦♥
♦❢ P✉♥✐s❤♠❡♥ts✿ ✏❨♦✉ ♠✉st ♥❡✈❡r ❢♦r❣❡t t❤❛t ②♦✉ r❡♣r❡s❡♥t t❤❡ ♣❛r❡♥ts ♦❢ t❤❡s❡ ❞❡❛r
②♦✉♥❣ ♣❡♦♣❧❡✳✳ ✳ ✳ ❆♥❞ s♦✱ ✐❢ ②♦✉ ❛r❡ t♦ ❜❡ tr✉❡ ❢❛t❤❡rs t♦ ②♦✉r ♣✉♣✐❧s✱ ②♦✉ t♦♦ ♠✉st
❤❛✈❡ ❛ ❢❛t❤❡r✬s ❤❡❛rt✳✑ ❋✉rt❤❡r✿ ✏❚❤❡ ❢❛t❤❡r❧② ❤❡❛rt t❤❛t ✇❡ s❤♦✉❧❞ ❤❛✈❡ ❝♦♥❞❡♠♥s s✉❝❤
❜❡❤❛✈✐♦✉r✳ ✳ ✳ ✳ ■♥ t❤✐s ♠❛♥♥❡r ②♦✉ ✇✐❧❧ ♣r♦✈❡ t♦ ❜❡ tr✉❡ ❢❛t❤❡rs✱ ❛♥❞ ②♦✉r ❝♦rr❡❝t✐♦♥ ✇✐❧❧
❜❡ ❣❡♥✉✐♥❡✳✑ ✹✸
■♥ t❤✐s ❝♦♥t❡①t t❤❡s❡ t❡①ts ❛r❡ ❛❧❧ t❤❡ ♠♦r❡ ✐♠♣♦rt❛♥t ❜❡❝❛✉s❡ ✇❡ ♠❛② ❛❝❝❡♣t t❤❛t
▲❡♠♦②♥❡ ❦♥❡✇ t❤❡♠ ✈❡r② ✇❡❧❧ ♦r ❝❡rt❛✐♥❧② ✇❡❧❧ ❡♥♦✉❣❤✳ ▼♦r❡♦✈❡r✱ ✇❡ ♠❛② s✉♣♣♦s❡ t❤❛t
t❤❡② ❡♥❝♦✉r❛❣❡❞ ❤✐♠ t♦ ❦❡❡♣ t❤✐s t②♣✐❝❛❧ ❢❡❛t✉r❡ ✐♥ t❤❡ ✐♥tr♦❞✉❝t✐♦♥ ❛s ❛ tr❛♥s♣❛r❡♥t
❛❧❧✉s✐♦♥ t♦ s✉♣❡r✐♦rs✱ t❡❛❝❤❡rs ❛♥❞ ❛ss✐st❛♥ts✳ ❚❤❡ ❞✉t② ❢♦r ❛❧❧ ❡❞✉❝❛t♦rs t♦ ❜❡❝♦♠❡
❢❛t❤❡rs ✇✐❧❧ ❜❡ t✉r♥❡❞ ✐♥t♦ ❛♥ ❡①♣❧✐❝✐t t❤❡♠❡ ✐♥ t❤❡ ❝♦r♣✉s ♦❢ t❤❡ ♣❧❛♥♥❡❞ ❝✐r❝✉❧❛r✳
❆t t❤❡ s❛♠❡ t✐♠❡ ❉♦♥ ❇♦s❝♦ ❧✐❦❡❞ t♦ ❜❡ ❛ ❢❛t❤❡r t♦ ❤✐s ❝❧♦s❡st ❝♦❧❧❛❜♦r❛t♦rs✳ ❚❤❡ ◆❡✇
❨❡❛r ❧❡tt❡r ♦❢ ❏❛♥✉❛r② ✶✽✽✹ ❜❡❛rs t❤✐s ♦✉t✿ ✏■ tr❡❛s✉r❡ s✉❝❤ ♣r❡❝✐♦✉s ✇♦r❞s ❛♥❞ r❡♣❧② t♦
t❤❡♠ s✐♠♣❧② ❧✐❦❡ ❛ ❢❛t❤❡r✱ ❜② s❛②✐♥❣ t❤❛t ■ ❛♠ ❣r❛t❡❢✉❧ t♦ ②♦✉ ❢r♦♠ t❤❡ ❜♦tt♦♠ ♦❢ ♠②
❤❡❛rt✳✑ ❆♥❞ ❤❡ ✇❡♥t ♦♥✿ ✏■❢ ②♦✉ ✇✐❧❧ ❜✉t ❤❡❧♣ ♠❡ ✐♥ t❤✐s ❣r❡❛t t❛s❦✱ ②♦✉ ✇✐❧❧ ❜❡ ❞♦✐♥❣
✇❤❛t ♠② ♣❛t❡r♥❛❧ ❤❡❛rt ✐s ❛s❦✐♥❣ ♦❢ ②♦✉✳✑ ❆♥❞ ✐♥ t❤❡ ❧❛st ♣❛rt ♦❢ t❤❡ ❧❡tt❡r✿ ✏✭❚❤♦s❡✮
❧❡tt❡rs ✇✐❧❧ ♦✛❡r ♠❡ ❛ s♣❧❡♥❞✐❞ ♦♣♣♦rt✉♥✐t② t♦ ♦♣❡♥ ♠② ❤❡❛rt t♦ ②♦✉✳ ❚❤❡② ✇✐❧❧ ❛❧s♦ s❡r✈❡
❛s ❛♥ ❛♥s✇❡r ❛♥❞ ❡✈❡♥ ♠♦r❡ ❛s ❛ ❣✉✐❞❡ ❢♦r t❤♦s❡ ✇❤♦✱ ❢♦r s❛✐♥t❧② r❡❛s♦♥s✱ st❛② ✐♥ ❞✐st❛♥t
❝♦✉♥tr✐❡s ❛♥❞ t❤❡r❡❢♦r❡ ❛r❡ ✉♥❛❜❧❡ t♦ ❧✐st❡♥ t♦ t❤❡ ❧✐✈✐♥❣ ✈♦✐❝❡ ♦❢ t❤❡✐r ❢❛t❤❡r✱ ✇❤♦ ❧♦✈❡s
t❤❡♠ s♦ ❞❡❛r❧② ✐♥ ❏❡s✉s ❈❤r✐st✳✑ ✹✹ ❚❤❡ r❡♣❡t✐t✐♦♥ ✐♥ ♦♥❡ ❛♥❞ t❤❡ s❛♠❡ ❧❡tt❡r ✐s str✐❦✐♥❣
❛♥❞ s✐❣♥✐✜❝❛♥t✱ ♣❛rt✐❝✉❧❛r❧② s♦ s❤♦rt ❛ t✐♠❡ ❜❡❢♦r❡ t❤❡ ✇r✐tt❡♥ ❝♦♠♠✉♥✐❝❛t✐♦♥ t♦ t❤❡
❝♦♥❢r❡r❡s ✐♥ ❱❛❧❞♦❝❝♦ ✐♥ ♠❛✉s❝r✐♣t ✳ ■t ✐s ❛❧s♦ ❛ ❧❡tt❡r t❤❛t ▲❡♠♦②♥❡ ❛s s❡❝r❡t❛r②✱ ♠✉st
❤❛✈❡ ❦♥♦✇♥ ✈❡r② ✇❡❧❧✳
❇❡s✐❞❡s✱ ✐♥ ❋❛t❤❡r ▲❡♠♦②♥❡✬s ❡②❡s ❉♦♥ ❇♦s❝♦ ✇❛s ❛ ✏❞❡❛r❧② ❜❡❧♦✈❡❞ ❢❛t❤❡r✳✑ ❖♥ ❆♣r✐❧
✶✵ ✶✽✽✹✱ ♦♥❧② ❛ ❢❡✇ ✇❡❡❦s ❜❡❢♦r❡ t❤❡ ❧❡tt❡r t♦ t❤❡ ❜♦②s✱ ❤❡ ✇r♦t❡ t♦ ❋r ❘✉❛✿ ✏❲❤❡r❡✈❡r
♦♥❡ ❣♦❡s✱ ♦♥❡ ✇✐❧❧ ✜♥❞ ♣❡♦♣❧❡ ✇❤♦ ❛❧✇❛②s ❧✐❦❡ t♦ t❡❧❧ ✉s ♥❡✇ t❤✐♥❣s ❛❜♦✉t ♦✉r ✈❡r② ❜❡❧♦✈❡❞
❢❛t❤❡r✳✑ ✹✺
❯♥❞❡♥✐❛❜❧②✱ ❉♦♥ ❇♦s❝♦ ✇❛♥t❡❞ t♦ ❜❡ ❛ ❧♦✈✐♥❣ ❛♥❞ ❛✛❡❝t✐♦♥❛t❡ ❢❛t❤❡r✱ ❜✉t ❛❧s♦ ❛ ❢❛t❤❡r
✇❤♦ ❦♥❡✇ ❤♦✇ t♦ ❦❡❡♣ ❛♥ ❛❝❝❡♣t❡❞ ❞✐st❛♥❝❡ ✇✐t❤ ❛ ❝❡rt❛✐♥ ❛✉t❤♦r✐t②❀ ❢♦r t❤❡ ❜♦②s ❛♥❞
✹✶❇❘❆■❉❖✱ P✳✱ ❉♦♥ ❇♦s❝♦ ❡❞✉❝❛t♦r❡✳✳✳ ♣♣✳ ✷✺✹✴✹✷✺✲✹✷✻✱ ✷✻✵✴✺✺✻✲✺✺✽✳ ✱ ❈♦♥st✐t✉t✐♦♥s✳✳✳ ♣✳ ✷✹✼ ❛♥❞ ♣✳
✷✺✶✳
✹✷❈❢✳ ❢♦♦t♥♦t❡ ✺✹ ✐♥ t❤❡ ✜rst ❝❤❛♣t❡r ♦❢ t❤✐s st✉❞②✳
✹✸❇❘❆■❉❖✱ P✳✱ ❉♦♥ ❇♦s❝♦ ❡❞✉❝❛t♦r❡✳✳✳ ♣♣✳ ✸✷✻✴✸✶✲✸✷✱ ✸✸✷✴✶✺✵✱ ✸✸✷✴✶✻✻✳ ❊▼❇ ❳❱■✱ ♣♣✳ ✸✻✽✲✸✻✾✱ ✸✼✷✳
✹✹❊ ■❱✱ ✷✹✾✲✷✺✵✳ ❈❢✳ ▼❇ ❳❱■■✱ ♣✳ ✶✻❀ ❊▼❇ ❳❱■■✱ ♣♣✳ ✷✲✸ ✭♣❛rt❧② r❡✲tr❛♥s❧❛t❡❞✮✳ ❈❢✳ ❢♦♦t♥♦t❡ ✻ ✐♥ t❤❡
■♥tr♦❞✉❝t✐♦♥✳
✹✺❇❘❆■❉❖✱ P✳✲❆❘❊◆❆▲ ▲▲❆❚❆ ❘♦❣é❧✐♦✱ ❉♦♥ ●✐♦✈❛♥♥✐ ❇❛tt✐st❛ ▲❡♠♦②♥❡✳✳✳ ♣✳ ✶✸✽✴✻✷✲✻✸✳ ■❞❡♠ ♦♥
❆♣r✐❧ ✷✷✱ ✐❜✐❞✳✱ ♣✳ ✶✹✺✴✺✳
✻✶

7.2 Page 62

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❢♦r t❤❡ ❙❛❧❡s✐❛♥s ❛s ✇❡❧❧✳ ❚❤❛t ❛❧❧♦✇❡❞ ❤✐♠ t♦ ❛❝t ❛♥❞ ❛❞❥✉st ❛t t✐♠❡s ✇❤❡♥ t❤✐s ✇❛s
♥❡❡❞❡❞✳ ❙✉❝❤ ❛ t✐♠❡ ❤❛❞ ❛♣♣❛r❡♥t❧② ❛rr✐✈❡❞✳ ❆❝❝♦r❞✐♥❣ t♦ ▲❡♠♦②♥❡ ✐t ✇❛s ❡✈❡♥ t❤❡ ❞✉t②
♦❢ ❛ ❢❛t❤❡r t♦ s♣❡❛❦ ❛t s✉❝❤ ♠♦♠❡♥ts t♦ t❤❡ ❜♦②s ❛♥❞ t❤❡ ❙❛❧❡s✐❛♥s✳
❚❤❡s❡ ✇♦r❞s ✐♥ t❤❡ ✐♥tr♦❞✉❝t✐♦♥ t♦ t❤❡ ❧❡tt❡r t♦ t❤❡ ❜♦②s ♠❛② r❡♠✐♥❞ ✉s ♦❢ ❛♥ ❡✈❡♥✐♥❣
t❛❧❦ ❛t t❤❡ st❛rt ♦❢ t❤❡ s❝❤♦♦❧ ②❡❛r ✶✽✻✸✲✶✽✻✹✳ ❖♥ t❤❛t ♦❝❝❛s✐♦♥ ❤❡ s❛✐❞✱ ♣❛rt✐❝✉❧❛r❧② ✇✐t❤
r❡s♣❡❝t t♦ ❛ ❣r❡❛t ♥✉♠❜❡r ♦❢ ♥❡✇❝♦♠❡rs✿ ✏■ ❞♦ ♥♦t ✇❛♥t ②♦✉ t♦ ❧♦♦❦ ✉♣♦♥ ♠❡ ♠❛✐♥❧②
❛s ②♦✉r s✉♣❡r✐♦r ❜✉t r❛t❤❡r ❛s ②♦✉r ❢r✐❡♥❞✳ ❉♦♥✬t ❜❡ ❛❢r❛✐❞ ♦❢ ♠❡✳ ❋❛r ❢r♦♠ ✐t✦ ❖♥ t❤❡
❝♦♥tr❛r②✱ tr✉st ♠❡ ❢✉❧❧②✳ ■t✬s ❛❧❧ ■ ✇❛♥t✱ ❛❧❧ ■ ❡①♣❡❝t ♦❢ ②♦✉ ❧✐❦❡ tr✉❡ ❢r✐❡♥❞s✳✑ ❆♥❞ ❢✉rt❤❡r✿
✏▲❡t ❡✈❡r②♦♥❡ ❞❡t❡r♠✐♥❡ t♦ ❜❡ ♠♦r❡ ❤♦♥❡st✳ ▼② ❤❡❛rt ✐s ♦♣❡♥ ❢♦r ❛♥②♦♥❡ ♦❢ ②♦✉✳ ■❢ t❤❡r❡
✐s s♦♠❡t❤✐♥❣ ■ ❞♦♥✬t ❧✐❦❡✱ ■ t❡❧❧ ②♦✉✳ ■❢ ■ ♠✉st ❛❞♠♦♥✐s❤ ②♦✉✱ ■ ❞♦ ✐t r✐❣❤t ❛✇❛②✱ ♣✉❜❧✐❝❧②
♦r ♣r✐✈❛t❡❧②✳ ■ ❞♦ ♥♦t ❦❡❡♣ ②♦✉ ✐♥ t❤❡ ❞❛r❦❀ ♠② ❤❡❛rt ✐s ♦♥ ♠② ❧✐♣s✳ ■ ✇✐s❤ ②♦✉ t♦ ❞♦
t❤❡ s❛♠❡✱ ♠② ❞❡❛r ❜♦②s ✭✏✜❣❧✐✉♦❧✐ ✑✮✳ ■❢ t❤❡r❡ ✐s s♦♠❡t❤✐♥❣ ②♦✉ ❞♦♥✬t ❧✐❦❡✱ t❡❧❧ ♠❡ ❛❜♦✉t
✐t ❛♥❞ ✇❡ s❤❛❧❧ ❞♦ ♦✉r ❜❡st t♦ s❡t t❤✐♥❣s r✐❣❤t✳✑ ✹✻
❚❤❡s❡ t❤♦✉❣❤ts ❛r❡ ♥♦t r❡♣❡❛t❡❞ s♦ ♦❢t❡♥ ✐♥ ❧❛t❡r ❣♦♦❞ ♥✐❣❤ts ♦r t❛❧❦s ❛♥❞ ❧❡tt❡rs✳ ❚❤❡②
❛r❡ ❤♦✇❡✈❡r ❛❧✇❛②s ❝♦♥✜r♠❡❞ ❛♥❞ ❝❛rr✐❡❞ ♦♥ ✐♥ ❤✐s ❧✐❢❡❧♦♥❣ ♣r❡❢❡r❡♥❝❡ ❢♦r s♣♦♥t❛♥❡♦✉s✱
❥♦✈✐❛❧✱ ❢❛♠✐❧✐❛r ❛♥❞ ♥❛t✉r❛❧ ❞❡❛❧✐♥❣ ✇✐t❤ t❤❡ ❜♦②s❀ ❢♦r ❢r✐❡♥❞❧②✱ ❝❛✉t✐♦✉s✱ s✉♣♣♦rt✐♥❣
❞✐❛❧♦❣✉❡ ❛♥❞ ❝❧♦s❡♥❡ss ❛♥❞ ❢♦r ❝♦♥st❛♥t✱ ❛✈❛✐❧❛❜❧❡✱ ❢r❛♥❦ ❛♥❞ ❛❞❥✉st✐♥❣ ♣r❡s❡♥❝❡✳
❖♥ t❤❡ ♦t❤❡r ❤❛♥❞ ✇❡ ❝❛♥ ❤❡❛r ❤♦✇ ❤❡ ❡①♣r❡ss❡❞ ❤✐♠s❡❧❢ t♦ ❤✐s ❝❧♦s❡st ❝♦❧❧❛❜♦r❛t♦rs ✐♥
❛ s♦rt ♦❢ s❡r♠♦♥ ✐♥ ▼❛r❝❤ ✶✽✼✻ ❛♥❞ ✐♥ ❛♥ ❛❞❞r❡ss t♦ t❤❡ ♠❡♠❜❡rs ♦❢ t❤❡ ❙❡❝♦♥❞ ●❡♥❡r❛❧
❈❤❛♣t❡r ✐♥ ✶✽✽✵✳
■♥ t❤❛t s❡r♠♦♥ ❉♦♥ ❇♦s❝♦ t❛❧❦❡❞ ❛❜♦✉t ♠✉t✉❛❧ ❜r♦t❤❡r❧② ❧♦✈❡ ❛♥❞ ❤❡ s❛✐❞✿ ✏❲❡ ❛r❡ t♦
✉♣❤♦❧❞ ❡❛❝❤ ♦t❤❡r✱ ✇✐t❤♦✉t ❝r✐t✐❝✐③✐♥❣ t❤❡ ❞❡❡❞s ♦❢ ❛♥♦t❤❡r ❝♦♥❢r❡r❡✱ ✇✐t❤♦✉t ❡✈❡♥ ❜❡✐♥❣
❛ ❧✐tt❧❡ ❥❡❛❧♦✉s ♦❢ ❤✐s ♣♦s✐t✐♦♥✱ ❤✐s ♣♦♣✉❧❛r✐t② ❛♥❞ s✉❝❝❡ss✳ ❲❤② s❤♦✉❧❞ ❛♥♦t❤❡r ♣❡rs♦♥ ❜❡
❣✐✈❡♥ t❤✐s t❛s❦ ❛♥❞ ♥♦t ♠❡❄ ❚❤❛t ♦t❤❡r ♣❡rs♦♥ ✐s ✐♥ t❤❡ ❣♦♦❞ ❜♦♦❦s ❛♥❞ ■ ❛♠ ✐❣♥♦r❡❞✳✑ ✹✼
■♥ ❤✐s ✜rst ❛❞❞r❡ss ❛t t❤❡ ❙❡❝♦♥❞ ●❡♥❡r❛❧ ❈❤❛♣t❡r ❤❡ ❞✐❞ ♥♦t s✇❛❧❧♦✇ ❤✐s ❛♥♥♦②❛♥❝❡✳ ❖♥
t❤❡ ❝♦♥tr❛r②✿ ✏❆ ❢✉rt❤❡r ✐ss✉❡ ❢♦r ✇❤✐❝❤ ✇❡ ❤❛✈❡ t♦ ✜❣❤t t♦❣❡t❤❡r✱ ✐s t❤❡ s♣✐r✐t ♦❢ ❝❤❛r✐t②
❛♥❞ ❣❡♥t❧❡♥❡ss ✭❦✐♥❞♥❡ss✱ ❛✛❛❜✐❧✐t②✮ ♦❢ ❙t ❋r❛♥❝✐s ❞❡ ❙❛❧❡s✳ ■t ❬t❤❡ s♣✐r✐t❪ ✐s ✇❡❛❦❡♥✐♥❣
✇✐t❤ ✉s ❛♥❞ ❛s ■ ❤❛✈❡ ❜❡❡♥ ❛❜❧❡ t♦ ♥♦t✐❝❡✱ ♣❛rt✐❝✉❧❛r❧② ✐♥ t❤❡ s❝❤♦♦❧s✳✑ ✹✽
❙♦✱ t❤❡ s❡♥t❡♥❝❡ ✏✇❤♦ ❤❛s t❤❡ ❞✉t② ♦❢ s♣❡❛❦✐♥❣ t♦ ②♦✉ ✇✐t❤ t❤❡ ❢r❡❡❞♦♠ ♦❢ ❛ ❢❛t❤❡r✑
❝♦✉❧❞ ❡❛s✐❧② ❛♥❞ ❥✉st✐✜❛❜❧② ❜❡ ❦❡♣t ✐♥❞❡❡❞ ✐♥ t❤❡ ✐♥tr♦❞✉❝t✐♦♥ t♦ t❤❡ ✏❧♦♥❣✑ ♦r ❝♦♠❜✐♥❡❞
✈❡rs✐♦♥ ❢♦r t❤❡ ❙❛❧❡s✐❛♥s✳
✸✳✶✳✺ P❛rt✐❝✉❧❛r ✐♠♣✉❧s❡s✿ ❝❛❧❧ ❢♦r ❛tt❡♥t✐♦♥ ❛♥❞ ♣r❛❝t✐s✐♥❣ ✇❤❛t ❤❡ ❤❛s t♦
s❛② ❬✸❪
❚❤❡ ❢♦❧❧♦✇✐♥❣ q✉❡st✐♦♥ ❛♥❞ ✐♠♣✉❧s❡s ✐♥ t❤❡ ✐♥tr♦❞✉❝t✐♦♥ ✜t ♣❡r❢❡❝t❧② ✇❡❧❧ ✇✐t❤✐♥ t❤❛t
s♣✐r✐t ❛♥❞ ❛t♠♦s♣❤❡r❡✿ ✏❨♦✉✬❧❧ ❧❡t ♠❡ ❞♦ t❤❛t✱ ✇♦♥✬t ②♦✉❄ ❆♥❞ ②♦✉ ✇✐❧❧ ♣❛② ❛tt❡♥t✐♦♥
t♦ ✇❤❛t ■ ❛♠ ❣♦✐♥❣ t♦ s❛② ②♦✉✱ ❛♥❞ ♣✉t ✐t ✐♥t♦ ♣r❛❝t✐❝❡❄✑ ❆s t♦ ❜♦t❤ ❝♦♥t❡♥t ❛♥❞ ❢♦r♠
✹✻▼❇ ❱■■✱ ♣♣✳ ✺✵✸ ❛♥❞ ✺✵✻❀ ❊▼❇ ❱■■✱ ♣♣ ✸✵✶ ❛♥❞ ✸✵✺✳ ❈❢✳ ❇■❊❙▼❆◆❙✱ ❘✳✱ ❉❡ ❜r✐❡❢ ✉✐t ❘♦♠❡ ❛❛♥ ❞❡
❥♦♥❣❡♥s✳ ✳ ✳ ✱ ♣♣✳ ✷✽✲✷✾✴❢♦♦t♥♦t❡ ✶✷ ❆t t❤❛t t✐♠❡ ❛❧s♦ t❤❡ ✉s❡ ♦❢ t❤❡ ❞✐♠✐♥✉t✐✈❡ ✏✜❣❧✐✉♦❧✐✳✑
❱❛♥❞❛❛❣ ✹✼▼❇ ❳■■✱ ♣✳ ✻✸✵❀ ❊▼❇ ❳■■✱ ♣✳ ✹✻✸ ✭t❤❡ ❧❛st s❡♥t❡♥❝❡ ❤❛s ♥♦t ❜❡❡♥ tr❛♥s❧❛t❡❞ ✐♥ ❊▼❇✮✳ ❈❢✳
♣❛st♦r❛❛❧ ✐♥t❡❣r❡r❡♥ ✐♥ ❤❡t ♦♣✈♦❡❞✐♥❣s✇❡r❦✱ ❖✉❞✲❍❡✈❡r❧❡❡✱ ❉♦♥ ❇♦s❝♦ ❱♦r♠✐♥❣ ✫ ❆♥✐♠❛t✐❡✱ ✷✵✵✼✱ ♣♣✳
✺✷✲✺✸✳
✹✽■ ✈❡r❜❛❧✐ ❞❡❧ ❈●✷✱ ❈♦♣✐❛ ♣✉❧✐t❛ ❞✐ ❞♦♥ ❇❛r❜❡r✐s ❋❞❇ ✶✽✺✼ ❈ ✾✲✶✽✺✼ ❈ ✶✷✳
❆♠♦r❡✈♦❧❡③③❛✳✳✳✱ ♣✳ ✶✵✵✳
❇■❊❙▼❆◆❙✱ ❘✳✱
✻✷

7.3 Page 63

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t❤❡② ❛r❡ ♣❛rt✐❝✉❧❛r❧② ❛♣♣❧✐❝❛❜❧❡ t♦ t❤❡ ②♦✉♥❣st❡rs✳ ❉✉r✐♥❣ t❤❡ ❣♦♦❞ ♥✐❣❤ts ❉♦♥ ❇♦s❝♦
♦❢t❡♥ ❡❧✐❝✐t❡❞ r❡❛❝t✐♦♥s ❢r♦♠ t❤❡♠ ✐♥ ❛ s✐♠✐❧❛r ✇❛②✱ ✇❤✐❝❤ ✇❛s ♦❢ ❝♦✉rs❡ ✇❡❧❧ ❦♥♦✇♥ t♦ ❋r
▲❡♠♦②♥❡✳ ■❢ t❤✐s ✇r✐tt❡♥ ✐♥tr♦❞✉❝t✐♦♥ ❤❛❞ ❡✈❡r ❜❡❡♥ ♣✉t ✐♥t♦ ✇♦r❞s ❛t t❤❡ st❛rt ♦❢ ❛ ❣♦♦❞
♥✐❣❤t ✐♥ t❤❡ s✐①t✐❡s ♦r s❡✈❡♥t✐❡s✱ t❤❡ ②♦✉♥❣st❡rs ✇♦✉❧❞ ♠♦st ❝❡rt❛✐♥❧② ❤❛✈❡ r❡s♣♦♥❞❡❞ ✇✐t❤
❛ ❧♦✉❞ ✏ ❙ì✱ sì ✑ ✭②❡s✱ ②❡s✮✳
■♥ t❤✐s ✇❛② ❤❡ ❞✐r❡❝t❧② ❞❡♠♦♥str❛t❡s t❤❛t ❤❡ ❢✉❧❧② tr✉sts t❤❡♠ t♦ ✏♣❛② ❛tt❡♥t✐♦♥✑ ❛♥❞✱
♠♦r❡♦✈❡r✱ ✏♣✉t ✐♥t♦ ♣r❛❝t✐❝❡✑ ✇❤❛t ❤❡ ✇✐❧❧ ❡①♣❧❛✐♥ t♦ t❤❡♠✳ ❲❤❛t ❤❡ ❤❛s t♦ s❛② t❤❡② ✇✐❧❧
❣❡t t♦ ❦♥♦✇ str❛✐❣❤t ❢r♦♠ ❇✉③③❡tt✐ ❛♥❞ ❉♦♥ ❇♦s❝♦ ❤✐♠s❡❧❢✳ ❋♦r ❛t t❤❡ ❡♥❞ ♦❢ t❤❡ ❧❡tt❡r
t♦ t❤❡ ②♦✉♥❣st❡rs ❉♦♥ ❇♦s❝♦ ✇✐❧❧ ✐♥❞❡❡❞ s♣❡❛❦ ❤✐♠s❡❧❢ ❛♥❞ ❛s❦ t❤❡♠ t♦ ❝♦♠❢♦rt ❤✐♠ ❜②
❣✐✈✐♥❣ ❤✐♠ ❤♦♣❡ ❛♥❞ ♣r♦♠✐s✐♥❣ t♦ ❞♦ ❡✈❡r②t❤✐♥❣ ❤❡ ✇✐s❤❡s ❢♦r t❤❡ ❜❡♥❡✜t ♦❢ t❤❡✐r s♦✉❧s✳
❚❤❡s❡ s❡♥t❡♥❝❡s ✐♥ t❤❡ ✐♥tr♦❞✉❝t✐♦♥ ♦❢ t❤❡ ❧♦♥❣ ♦r ❝♦♠❜✐♥❡❞ ✈❡rs✐♦♥ ❛r❡ ❛❝t✉❛❧❧② ❡✈❡♥
❡①❝❧✉s✐✈❡❧② s✉✐t❛❜❧❡ ❢♦r t❤❡ ②♦✉♥❣st❡rs✳ ❍♦✇❡✈❡r ❝♦♥✜❞❡♥t✐❛❧❧② ❤❡ ❞❡❛❧t ✇✐t❤ ❤✐s ❝♦✲
✇♦r❦❡rs✱ ✇❡ ♥❡✈❡r ✜♥❞ s✉❝❤ ❜♦②✐s❤✱ ❡✈❡♥ ❝❤✐❧❞✐s❤❧② ❢♦r♠✉❧❛t❡❞ q✉❡st✐♦♥s ❛♥❞ ✐♥✈✐t❛t✐♦♥s
✐♥ t❤❡ ❝♦♥❢❡r❡♥❝❡s ✇❤✐❝❤ ❤❡ ❤❡❧❞ ❢♦r t❤❡♠ ♥♦r ✐♥ t❤❡ ❝✐r❝✉❧❛rs ❛❞❞r❡ss❡❞ t♦ t❤❡♠✳
◆❡✈❡rt❤❡❧❡ss t❤✐s ✐♥tr♦❞✉❝t✐♦♥ ❛s ❛ ✇❤♦❧❡ ✐s ❛ ❝❛♣t❛t✐♦ ❜❡♥❡✈♦❧❡♥t✐❛❡ ✇❤✐❝❤ ✕ ❢♦r t❤❡
s❡✈❡r❛❧ r❡❛s♦♥s ❞❡❛❧t ✇✐t❤ ❛❜♦✈❡ ✕ ❝♦✉❧❞ ❜❡ ✉s❡❞ ❢♦r t❤❡ ❛❞✉❧ts t♦♦✱ t❤♦✉❣❤ ✐t ❤❛❞ ✉♥❞❡✲
♥✐❛❜❧② ❜❡❡♥ ✇r✐tt❡♥ ❢♦r t❤❡ ❧❡tt❡r t♦ t❤❡ ❜♦②s✳
✸✳✷ ❋✐rst ❡①t❡♥s✐✈❡ ♣❛rt ♦❢ t❤❡ ❧♦♥❣ ♦r ❝♦♠❜✐♥❡❞ ✈❡rs✐♦♥
❡①❝❧✉s✐✈❡❧② ✐♥t❡♥❞❡❞ ❢♦r t❤❡ s✉♣❡r✐♦rs✱ t❡❛❝❤❡rs ❛♥❞
❡❞✉❝❛t♦rs ✐♥ ❱❛❧❞♦❝❝♦ ❬✸✲✷✺❪
✸✳✷✳✶ ■♥tr♦❞✉❝t✐♦♥ t♦ t❤❡ ❞❡s❝r✐♣t✐♦♥ ♦❢ t❤❡ t✇♦ ❝♦♥tr❛st✐♥❣ s❝❡♥❡s ✐♥ t❤❡ ♣❧❛②❣r♦✉♥❞
❞✉r✐♥❣ r❡❝r❡❛t✐♦♥ t✐♠❡
❚❤❡ s♣❡❝✐✜❝ ✐♥tr♦❞✉❝t✐♦♥ t♦ t❤❡ ✜rst ❧❛r❣❡ ♣❛rt ♦❢ t❤❡ ♣❧❛♥♥❡❞ ❝✐r❝✉❧❛r ♠❡❛♥t ❢♦r t❤❡
❙❛❧❡s✐❛♥s ❝♦♥s✐sts ♦❢ ❛ tr❛♥s✐t✐♦♥ s❡♥t❡♥❝❡ ❛♥❞ t❤❡ s❤♦rt s✉r✈❡② ♦❢ t❤❡ ❝✐r❝✉♠st❛♥❝❡s ✐♥
✇❤✐❝❤ ❉♦♥ ❇♦s❝♦ ❤❛❞ t❤♦✉❣❤t ♦❢ t❤❡ ❜♦②s ❛♥❞ t❤❡✐r t❡❛❝❤❡rs ❛♥❞ ❡❞✉❝❛t♦rs✳
✸✳✷✳✶✳✶ ❘❡♣❡t✐t✐♦♥ ♦❢ t❤❡ ✐❞❡❛ t❤❛t ❤❡ ✐s ✏❛❧✇❛②s✑ t❤✐♥❦✐♥❣ ♦❢ t❤❡♠ ❬✸❪
❚❤❡ tr❛♥s✐t✐♦♥ s❡♥t❡♥❝❡ ✏■ ❤❛✈❡ s❛✐❞ t❤❛t ②♦✉ ❛r❡ ❛❧✇❛②s ❛♥❞ ❡①❝❧✉s✐✈❡❧② ✐♥ ♠② t❤♦✉❣❤ts✑
r❡s✉♠❡s t❤❡ ✜rst t❤♦✉❣❤t ✐♥ t❤❡ ❣❡♥❡r❛❧ ✐♥tr♦❞✉❝t✐♦♥✱ ✐✳❡✳ t❤❡ ✐❞❡❛ t❤❛t ❉♦♥ ❇♦s❝♦ ✐s
✏❛❧✇❛②s✑ t❤✐♥❦✐♥❣ ♦❢ t❤❡♠✳ ❨❡s✱ ❡✈❡♥ s♦ ✏❝♦♥st❛♥t❧②✑ t❤❛t ❤❡ ✐s ❛❧s♦ t❤✐♥❦✐♥❣ ♦❢ t❤❡♠
✇❤❡♥ ❤❡ ✐s ♣r❛②✐♥❣✳ ◆♦t ♦♥❧②✱ ❛s ❛♣♣❡❛r❡❞ t♦ ❜❡ ❤✐s ❝✉st♦♠✱ ❞✉r✐♥❣ ▼❛ss✱ ❜✉t ❛❧s♦ ✐♥
t❤❡ ✇❡❡❦s ❤❡ s♣❡♥t ✐♥ ❘♦♠❡ ❞✉r✐♥❣ ❡✈❡♥✐♥❣ ♣r❛②❡rs✱ ❞✐❞ ❉♦♥ ❇♦s❝♦ ❦❡❡♣ t❤✐♥❦✐♥❣ ♦❢ ❤✐s
❜♦②s ❛♥❞ t❤❡✐r ❡❞✉❝❛t♦rs ❛♥❞ t❡❛❝❤❡rs✳✹✾
✹✾
❙❡❡ ♦♥❝❡ ♠♦r❡ t❤❡ r❡s❡♠❜❧❛♥❝❡ ♦❢ t❤❡s❡ t❤♦✉❣❤ts ✇✐t❤ t❤❡ ✐♥tr♦❞✉❝t✐♦♥ ♦❢ ❛ ❣♦♦❞ ♥✐❣❤t ✐♥ ❏✉♥❡ ✶✽✼✽✿
▼❇ ❳■■■✱ ♣✳ ✼✺✷❀ ❊▼❇ ❳■■■✱ ♣✳ ✺✼✼✳ ❈♦♥st✐t✉t✐♦♥s✳✳✳✱ ♣✳ ✷✺✹✳ ❈❢✳ ❙✉ss✐❞✐♦ ♦r ❆✉①✐❧✐❛r② ❇♦♦❦❧❡t✱ ♣✳
✸✳
✻✸

7.4 Page 64

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✸✳✷✳✶✳✷ ❍✐s ❡✈❡♥✐♥❣ ♣r❛②❡r✿ ✏❚❤❡ ♣r❛②❡rs ♠② ❣♦♦❞ ♠♦t❤❡r t❛✉❣❤t ♠❡❬✸✲✹❪
❋♦r t❤❡ ♣r❛②❡r ✐♥ ❤✐s r♦♦♠ ✐♥t♦ ✇❤✐❝❤ ✏❤❡ ❤❛❞ ✇✐t❤❞r❛✇♥✑ ❤❡ ♣r❡❢❡rr❡❞ ✏t❤❡ ♣r❛②❡rs
✇❤✐❝❤ ❤✐s ❣♦♦❞ ♠♦t❤❡r ❤❛❞ t❛✉❣❤t ❤✐♠✳✑ ❲❡ ♠❛② ❛ss✉♠❡ t❤❡s❡ ♣r❛②❡rs ✇❡r❡ s✐♠♣❧❡ ❛♥❞
♣♦♣✉❧❛r✳ ❖♥❡ ♠✐❣❤t ❜❡ s✉r♣r✐s❡❞ t❤❛t ❤❡ ❛s ❛ ♣r✐❡st ✉s❡❞ t❤♦s❡ ♣r❛②❡rs✳ ❚❤❡r❡❢♦r❡ ✐t
✐s ♣r♦♣❡r t♦ r❡♠✐♥❞ ♦✉rs❡❧✈❡s ♦❢ t❤❡ ❢❛❝t t❤❛t ❛❧r❡❛❞② ✐♥ ▼❛r❝❤ ✶✽✺✽ P♦♣❡ P✐✉s ■❳ ❤❛❞
♦r❛❧❧② ❣r❛♥t❡❞ ❉♦♥ ❇♦s❝♦ ❞✐s♣❡♥s❛t✐♦♥ ❢r♦♠ r❡❝✐t✐♥❣ t❤❡ ❉✐✈✐♥❡ ❖✣❝❡✳ ■t ✇❛s ❛ ❢❛✈♦✉r
❉♦♥ ❇♦s❝♦ ❤❛❞ ❛s❦❡❞ ♦❢ t❤❡ ♣♦♣❡ ✏❜❡❝❛✉s❡ ❤❡ ✇❛s ♦❢t❡♥ ❜✉s② ❢r♦♠ ♠♦r♥✐♥❣ t♦ ♥✐❣❤t
✇✐t❤ ❝♦♥❢❡ss✐♦♥s✱ ❛✉❞✐❡♥❝❡s ❛♥❞ ✈❛r✐♦✉s ♦t❤❡r t❛s❦s✳✑ ✺✵ ■♥ ♦♥❡ ♦❢ t❤❡ ♥❡①t ✈♦❧✉♠❡s ♦❢ t❤❡
▼❡♠♦r✐❡ ❇✐♦❣r❛✜❝❤❡ ✇❡ ❛r❡ ✐♥❢♦r♠❡❞ t❤❛t ✏P✐✉s ■❳ ❤❛❞ ❛❧r❡❛❞② ❞✐s♣❡♥s❡❞ ❉♦♥ ❇♦s❝♦
♦r❛❧❧② ♦♥ ❝♦♥❞✐t✐♦♥ t❤❛t✱ ✐❢ ♣♦ss✐❜❧❡✱ ❤❡ s❛② ❛t ❧❡❛st ♣❛rt ♦❢ ✐t ❞❛✐❧②✳✑ ❆t t❤❡ s❛♠❡ t✐♠❡ ✇❡
r❡❛❞ t❤❛t ✐♥ ✶✽✻✹ ✏❉♦♥ ❇♦s❝♦ ✇❛♥t❡❞ ♣r♦♦❢ ✐♥ ✇r✐t✐♥❣✑ t♦ ♣♦ss❡ss ❛ ✇r✐tt❡♥ ❞♦❝✉♠❡♥t✱
✇❤✐❝❤ ❤❡ ✇♦✉❧❞ ❜❡ ❛❜❧❡ t♦ s❤♦✇ ❛s ❛ ❥✉st✐✜❝❛t✐♦♥ ❛t ❛♥② t✐♠❡✳ ❚❤✐s ❤❡ ♦❜t❛✐♥❡❞ t❤r♦✉❣❤
❛ ❧❡tt❡r ♦♥ ◆♦✈❡♠❜❡r ✷✾ ✶✽✻✹✳ ❋r ▲❡♠♦②♥❡ ❛❞❞❡❞ t♦ ✐t✿ ✏❉♦♥ ❇♦s❝♦ ❣❧❛❞❧② ❛❝❝❡♣t❡❞
✇r✐tt❡♥ ♣❡r♠✐ss✐♦♥ ❢r♦♠ t❤❡ ❈❤✉r❝❤✳ ❍❡ ❞✐❞ tr②✱ ❤♦✇❡✈❡r✱ t♦ r❡❝✐t❡ ✐t t♦t❛❧❧② ♦r ❛t ❧❡❛st
♣❛rt✐❛❧❧② ✇❤❡♥❡✈❡r ❤❡ ❝♦✉❧❞✳ ❚❤❛t ✐s ✇❤② t❤❡ ❜r❡✈✐❛r② ✇❛s ❛❧✇❛②s ❧②✐♥❣ ♦♥ ❤✐s ❞❡s❦ ❛♥❞
❤❡ ❝❛rr✐❡❞ ✐t ✇✐t❤ ❤✐♠ ✐♥ tr❛✈❡❧❧✐♥❣✳ ❊✈❡♥ ❧❛t❡r ✇❤❡♥ ❤✐s ❛✐❧♠❡♥ts ✐♥❝r❡❛s❡❞ ❛♥❞ ❤✐s s✐❣❤t
❣r❡✇ ❞✐♠♠❡r✱ ❤❡ ♠❛❞❡ ✐t ❛ ♣♦✐♥t t♦ r❡❝✐t❡ ✐t ✐♥ ♣❛rt ❞❛✐❧②✳ ❲❤❡♥ ✜♥❛❧❧② ✐♥ ❤✐s ❧❛st ②❡❛rs
t❤✐s ❜❡❝❛♠❡ ❛❜s♦❧✉t❡❧② ✐♠♣♦ss✐❜❧❡✱ ❤❡ ❛s❦❡❞ ♦t❤❡rs ✇❤❛t t❤❡ ♦✣❝❡ ❢♦r t❤❡ ❞❛② ✇❛s ❛♥❞
s♦♠❡t✐♠❡s ❤❛❞ t❤❡ ❧❡ss♦♥s r❡❛❞ ❛❧♦✉❞ t♦ ❤✐♠✱ ❛s ❇✐s❤♦♣ ❈❛❣❧✐❡r♦✱ ❋❛t❤❡r ❘✉❛ ❛♥❞ ❋❛t❤❡r
❇❡rt♦ t❡st✐✜❡❞✳✑ ✺✶ ❋r ▲❡♠♦②♥❡ ❞✐❞ ♥♦t ♥❡❡❞ t❤✐s ❝♦♥✜r♠❛t✐♦♥✳ ❍❡ ❧✐✈❡❞ ❝❧♦s❡ ❡♥♦✉❣❤ t♦
❉♦♥ ❇♦s❝♦ ✐♥ t❤♦s❡ ❧❛st ②❡❛rs ❛♥❞ ♣❛rt✐❝✉❧❛r❧② s♦ ✇❤❡♥ ❉♦♥ ❇♦s❝♦ st❛②❡❞ ✐♥ ❘♦♠❡✱ t♦
❦♥♦✇ ✇❤❛t ❤❡ ❞✐❞ ❛♥❞ ❤♦✇ ❤❡ ❞✐❞ ✐t✳
❈♦♥❝❡r♥✐♥❣ t❤❡ ❦✐♥❞ ♦❢ ♣r❛②❡r✱ ✇❡ ❝❛♥ ❝❡rt❛✐♥❧② st❛t❡ t❤❛t ✐ts ♠❡♥t✐♦♥ ❛♣♣❡❛rs t♦ ❜❡
r❛t❤❡r ♠♦r❛❧✐③✐♥❣✱ ✇r✐tt❡♥ ❡s♣❡❝✐❛❧❧② ❢♦r t❤❡ ❜♦②s✳ ❙❤✐❢t✐♥❣ ✏▼♦♥❞❛② ♥✐❣❤t✑ ✭♠s✳ ✮ t♦
❈✱ ❑ ❉ ✏♦♥❡ ♦❢ t❤❡s❡ ♣❛st ❡✈❡♥✐♥❣s✑ ✭
❛♥❞ ✮ ♦✛❡r❡❞ t❤❡ ❡❞✐t♦r t❤❡ ♦♣♣♦rt✉♥✐t② t♦ ♣r❡s❡♥t
❛♥ ❡①❛♠♣❧❡ ♦❢ ❉♦♥ ❇♦s❝♦✬s ✇❛② ♦❢ ❛❝t✐♥❣ ❛♥❞ ♣r❛②✐♥❣ ❜❡❢♦r❡ ❣♦✐♥❣ t♦ s❧❡❡♣✳ ❚❤❡ ❜♦②s
✇♦✉❧❞ ❤❛✈❡ ❜❡❡♥ ❢❛♠✐❧✐❛r ✇✐t❤ t❤❡ ❝♦♥t❡♥t ❛♥❞ ❝♦✉rs❡ ♦❢ t❤❡ ❧❛st ♣r❛②❡r ♦❢ t❤❡ ❞❛② ❛♥②✇❛②✳
❚❤❡ ❛❧❧✉s✐♦♥ t♦ ✐t ✜ts ✐♥ ✈❡r② ✇❡❧❧ ✇✐t❤ ❛ ❧❡tt❡r ❛❞❞r❡ss❡❞ t♦ t❤❡♠✳ ❋♦r ♦❜✈✐♦✉s r❡❛s♦♥s
✐t ✐s ❧❡ss ♦r ♥♦t ❛t ❛❧❧ s✉✐t❛❜❧❡ ✐♥ ❛ ❝✐r❝✉❧❛r t♦ t❤❡ s✉♣❡r✐♦rs ❛♥❞ ♣r✐❡sts ✐♥ ❱❛❧❞♦❝❝♦✳
❚❤❛t ✐s t❤❡ ❝❛s❡ ❡✈❡♥ ✐❢ ✇❡ ♠❛② ❛ss✉♠❡ t❤❛t ❞❡s♣✐t❡ t❤❡ ✈❡s♣❡rs ❛♥❞ t❤❡ ❝♦♠♣❧✐♥❡ ♦❢ t❤❡
❝♦♠♣✉❧s♦r② ❜r❡✈✐❛r② ♣r❛②❡r ❛♥❞ t❤❡✐r ♣r❡s❡♥❝❡ ❛t t❤❡ ❜♦②s✬ ❡✈❡♥✐♥❣ ♣r❛②❡rs t❤❡ ❙❛❧❡s✐❛♥s
✇♦✉❧❞ ♣r♦❜❛❜❧② ❤❛✈❡ ❝❤❡r✐s❤❡❞ ❛ ❧❛st ♣❡rs♦♥❛❧ ♠♦♠❡♥t ♦❢ ♣r❛②❡r ❜❡❢♦r❡ ❣♦✐♥❣ t♦ ❜❡❞✱
✇❤✐❝❤ ✜tt❡❞ ✐♥ ❝♦♠♣❧❡t❡❧② ✇✐t❤ t❤❡ tr❛❞✐t✐♦♥ ♦❢ t❤❡ t✐♠❡✳
▲♦♦❦✐♥❣ ❛t t❤❡ ♥♦t❡s ♦❢ ♠❛♥✉s❝r✐♣t ✐t ✐s ❛❝t✉❛❧❧② s✉r♣r✐s✐♥❣ t❤❛t ▲❡♠♦②♥❡ ✇r✐t❡s✿ ✏♦♥
♦♥❡ ♦❢ t❤❡s❡ ♣❛st ❡✈❡♥✐♥❣s✑✱ ❢♦r ✐♥ ♠❛♥✉s❝r✐♣t ❝♦♥t❛✐♥✐♥❣ s✉❣❣❡st✐♦♥s ❜② ❉♦♥ ❇♦s❝♦✱ ✐t
s❛②s ✏▼♦♥❞❛② ♥✐❣❤t✳✑ ❖♥❡ s❤♦✉❧❞ ♥♦t ❜❡ ❛st♦♥✐s❤❡❞ t❤❛t t❤♦✉❣❤ts ✇❡r❡ ✇❤✐r❧✐♥❣ t❤r♦✉❣❤
❉♦♥ ❇♦s❝♦✬s ❤❡❛❞ ❞✉r✐♥❣ ♦♥❡ ♦❢ t❤♦s❡ ♥✐❣❤ts ✐♥ ❆♣r✐❧ ✭✷✼✲✷✾ ❆♣r✐❧✮✳ ❍❡ ❤❛❞ ❛ r❡st❧❡ss
s❧❡❡♣ ❛t t❤❛t t✐♠❡ ❜❡❝❛✉s❡ ❢❡✈❡r ❛tt❛❝❦s ❤❛❞ ❝♦♠❡ ❜❛❝❦✳ ❋r ❈❡r✐❛ ❡✈❡♥ r❡♣♦rts ♦♥ ✏♦♥❡
✺✵▼❇ ❱✱ ♣✳✽✽✺❀ ❊▼❇ ❱✱ ♣✳ ✺✼✾✳
✺✶▼❇ ❱■■✱ ♣♣✳ ✼✽✷✲✼✽✸❀ ❊▼❇ ❱■■✱ ♣✳ ✹✻✷✳ ❚❤❡ ❢❛❝t t❤❛t ❤❡ ❛♣♣❧✐❡❞ ❢♦r ❞✐s♣❡♥s❛t✐♦♥ ❢r♦♠ t❤❡ ❇r❡✈✐❛r②
✇❛s ♥♦t ❛♣♣r❡❝✐❛t❡❞ ❜② ❛❧❧✳ P✳ ❘✐♥❛❧❞✐✱ t❤❡ t❤✐r❞ s✉❝❝❡ss♦r ♦❢ ❉♦♥ ❇♦s❝♦✱ ❤❡❛❞ ♦❢ t❤❡ ❈♦♥❣r❡❣❛t✐♦♥✱
st✐❧❧ ❤❛❞ t♦ ❞❡❢❡♥❞ ❛♥❞ ❡①♣❧❛✐♥ t❤✐s ❡①♣❧✐❝✐t❧② ✐♥ ✶✾✷✻ ✭▼❇ ❳■❳✱ ♣✳ ✹✵✵❀ ❊▼❇ ❳■❳✱ ♣✳ ✸✻✾✮✳
✻✹

7.5 Page 65

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♥✐❣❤t✑✿ ✏t❤❛t ♦♥ ❆♣r✐❧ ✷✼ ❉♦♥ ❇♦s❝♦ ❢❡❧t s♦ s✐❝❦ t❤❛t ❤❡ ❤❛❞ t♦ ❣❡t ♦✉t ♦❢ ❜❡❞✳✑ ✺✷ ■♥
t❤✐s ♣❡r✐♦❞ ✏❛t ❝❡rt❛✐♥ ❤♦✉rs ♦❢ t❤❡ ❞❛② ❤❡ ✇❛s ✉tt❡r❧② t✐r❡❞ t♦ t❤❡ ♣♦✐♥t ♦❢ ❡①❤❛✉st✐♦♥✑
♦r ✏❜② t❤❡ ❡♥❞ ♦❢ t❤❡ ❞❛②✱ ❤✐s ♣♦♦r ❤❡❛❞ ✇❛s s♦ ✇❡❛r② t❤❛t ❤❡ ✇❛s ♦❢t❡♥ ✐♥❝❛♣❛❜❧❡ ♦❢
❢♦r♠✉❧❛t✐♥❣ ♦r ❝♦♥♥❡❝t✐♥❣ ✐❞❡❛s✳✑ ✺✸ ❚❤❡s❡ ❧❛st ♣✐❡❝❡s ♦❢ ✐♥❢♦r♠❛t✐♦♥ ❝❛♥ ♣❛rt✐❛❧❧② ❡①♣❧❛✐♥
t❤❡ ❤❡s✐t❛t✐♦♥ ❜❡t✇❡❡♥ ✏❜❡❝❛♠❡ ❞✐str❛❝t❡❞✑ ♦r ✏s✐♠♣❧② ❢❡❧❧ ❛s❧❡❡♣✑ ✐♥ t❤❡ t❡①t ♦❢ t❤❡ ❧❡tt❡r
t♦ t❤❡ ❜♦②s ❛♥❞ ✐♥ t❤❡ ❝♦♠❜✐♥❡❞ ❞♦❝✉♠❡♥t✳ ■♥ t❤♦s❡ ❞❛②s ✐t ✇❛s ♣♦ss✐❜❧❡ ❢♦r ❉♦♥ ❇♦s❝♦
t♦ ❞♦③❡ ♦✛ st❛♥❞✐♥❣ ❛s ✇✐❧❧ ❜❡ s❤♦✇♥ ❛t t❤❡ ❡♥❞ ♦❢ t❤❡ ❧❛r❣❡ ✜rst ♣❛rt ♦❢ t❤❡ ❝♦♠❜✐♥❡❞
✇r✐tt❡♥ ✐t❡♠✳
❚❤❡ s✐t✉❛t✐♦♥ ♦❢ t❤❡ ✇❡❡❦s ✐♥ ❘♦♠❡ ✈❡r② ♠✉❝❤ r❡s❡♠❜❧❡s t❤❡ s✐t✉❛t✐♦♥ ✐♥ ▲❛♥③♦ ✐♥
❆♣r✐❧ ✶✽✻✽✳ ❉♦♥ ❇♦s❝♦ ❤❛❞ ❣♦♥❡ t♦ ▲❛♥③♦ ✏❢♦r ❛ r❡st✳✑ ❋r ▲❡♠♦②♥❡ ✇❛s t♦ ❜❡ t❤❡ s❝❤♦♦❧
❞✐r❡❝t♦r t❤❡r❡ ❢♦r t✇❡❧✈❡ ②❡❛rs ✭✶✽✻✺✲✶✽✼✼✮✳ ✏◆♦t ❢❡❡❧✐♥❣ ✇❡❧❧✱ ❉♦♥ ❇♦s❝♦ ✇❛s ✉♥❛❜❧❡ t♦
s♣❡♥❞ ♠✉❝❤ t✐♠❡ ✇✐t❤ t❤❡ ❜♦②s✳ ❆t ♥✐❣❤t ❤❡ ❝♦✉❧❞ ♥♦t r❡st ❜❡❝❛✉s❡ ♦❢ s❡r✐❡s ♦❢ ❞r❡❛♠s
t❤❛t ❦❡♣t ❞✐st✉r❜✐♥❣ ❤✐♠ ❢♦r ❛❜♦✉t t❡♥ ❞❛②s✳ ❍❡ ♣✉r♣♦s❡❧② ❞❡❧❛②❡❞ ❣♦✐♥❣ t♦ ❜❡❞ ✉♥t✐❧
❡❧❡✈❡♥✱ ❤♦♣✐♥❣ t♦ s❧❡❡♣ ♠♦r❡ s♦✉♥❞❧②✱ ❜✉t t❤✐s ♣r❡❝❛✉t✐♦♥ ❜r♦✉❣❤t ♥♦ r❡s♣✐t❡✳✑ ✺✹ ❍❡ ♠✉st
❤❛✈❡ ❜❡❡♥ ♦✈❡r✲t✐r❡❞ ❛♥❞ ♣r❡♦❝❝✉♣✐❡❞ ❜② ❛ ❣r❡❛t ♠❛♥② ✇♦rr✐❡s✱ ♥♦t ♦♥❧② ❜② ♠❛t❡r✐❛❧ ♦♥❡s✱
❜✉t ❛❧s♦ ❜② ❝❛r❡ ❢♦r t❤❡ s♣✐r✐t✉❛❧ ✇❡❧❧✲❜❡✐♥❣ ♦❢ ❤✐s ②♦✉♥❣st❡rs✳ ❚❤❡ ❞r❡❛♠s ❤❡ t❛❧❦❡❞ ❛❜♦✉t
✐♥ ❱❛❧❞♦❝❝♦ ❧❛t❡r✱ ♠❛❦❡ ✉s s✉s♣❡❝t ♦❜s❡ss✐✈❡ ✐❞❡❛s ♦r str❛✐❣❤t❢♦r✇❛r❞ ♥✐❣❤t♠❛r❡s ❛s ❤❡
❞r♦✇s❡❞ ♦✛✳
✸✳✷✳✶✳✸ ❙❧❡❡♣✐♥❡ss ♦r ❛❜s❡♥t✲♠✐♥❞❡❞♥❡ss ❞✉r✐♥❣ ♣r❛②❡rs ❬✹❪
❚❤❡ ✜rst ❞r❛❢t ♦❢ ✇❤❛t ❤❛♣♣❡♥❡❞ ♦♥ ♦♥❡ ♦❢ t❤♦s❡ ❡✈❡♥✐♥❣s✱ ✐✳❡✳ t❤❡ ✈❡rs✐♦♥ t❤❛t ✇❡ ✜♥❞ ❛t
t❤❡ ❜❡❣✐♥♥✐♥❣ ♦❢ ♠❛♥✉s❝r✐♣t ✱ ✐s ❝❧❡❛r❡r ❛♥❞ ♠♦r❡ ♥❛t✉r❛❧ t❤❛♥ t❤❡ ❞❡✜♥✐t✐✈❡ ❡❞✐t✐♦♥✿
✏❆s ■ ✇❛s ♣r❛②✐♥❣✱ ■ ✇❛s ♦✈❡r❝♦♠❡ ❜② ❛❜s❡♥t✲♠✐♥❞❡❞♥❡ss ♦r ✇❛s ✐t s❧❡❡♣✳✑ ❚❤❡ ✐❞❡❛ ♦❢
❛❜s❡♥t✲♠✐♥❞❡❞♥❡ss ❝♦♠❡s ✜rst✳ ❚❤❡ ✈❡r❜ ✏❛ss❛❧✐r❡ ✑ r❡❢❡rr✐♥❣ ❜♦t❤ t♦ ❛❜s❡♥t✲♠✐♥❞❡❞♥❡ss
❛♥❞ s❧❡❡♣ ❛♥❞ ❛❝t✉❛❧❧② ♠❡❛♥✐♥❣ ✏❛tt❛❝❦✑ ✭❛ss❛✉❧t✮ r❡✈❡❛❧s t❤❡ ❝♦♥♥♦t❛t✐♦♥ ✏t❡♠♣t❛t✐♦♥✑✳
❆s s✉❝❤ ✐t ✐♥❞✐❝❛t❡s s♦♠❡t❤✐♥❣ ✉♥✇❛♥t❡❞ ❛♥❞ ❛♥♥♦②✐♥❣ ❛♥❞ ❣❡♥❡r❛❧❧② ❝♦♥s✐st✐♥❣ ♦❢ ❛
q✉✐t❡ q✉✐❝❦❧② ♣❛ss✐♥❣ ❞✐str❛❝t✐♦♥✳ ❲❤❡♥ t❤❡ ❜♦②s ❤❡❛r❞ t❤✐s s❡♥t❡♥❝❡ r❡❛❞ ♦✉t✱ ✐t ❝♦✉❧❞
❤❛✈❡ ❤❛❞ t❤❡ ❡✛❡❝t ♦❢ ❛ ❝♦♥❢❡ss✐♦♥ ♦❢ ❛ ❤✉♠❛♥ ✢❛✇ ✇✐t❤ ❛ ♣✐♥❝❤ ♦❢ s❡❧❢✲♠♦❝❦❡r②✳ ❚❤❛t
♠❡❛♥✐♥❣ ✇♦✉❧❞ ❤❛✈❡ ❜❡❡♥ ❛ t❡st✐♠♦♥② ♦❢ ❛ s♣✐r✐t ♦❢ ♦♣❡♥ ❛♥❞ ❢❛♠✐❧✐❛r ❝♦♠♠✉♥✐❝❛t✐♦♥✳
❚❤❡ ❢✉rt❤❡r ❛♥❞ ✜♥❛❧ ✇♦r❦✲♦✉t ✐♥ t❤❡ ♠❛♥✉s❝r✐♣ts ❛♥❞ ♠❛❦❡s ✉s❡ ♦❢ t✇♦ ❞✐✛❡r❡♥t
✈❡r❜s✳ ✏■ s✐♠♣❧② ❢❡❧❧ ❛s❧❡❡♣✑ ✏■ ✇❛s ♦✈❡r❝♦♠❡ ❜② s❧❡❡♣✑ ✱ ✇❤✐❝❤ ❝♦♠❡s ✜rst ❛♥❞ ✐♥❞✐❝❛t❡s
❛ ❞❡❡♣❡r s❧❡❡♣ ✇❤❡r❡❛s ✏❜❡❝❛♠❡ ❞✐str❛❝t❡❞✑ ✐♥ ❢❛❝t ✬♣✉❧❧❡❞ ♦✉t ♦❢ ♠②s❡❧❢ ✬❪ ❜② ❛❜s❡♥t✲
♠✐♥❞❡❞♥❡ss r❛t❤❡r s✉❣❣❡sts s♦♠❡t❤✐♥❣ ❜❡②♦♥❞ t❤❡ ♦r❞✐♥❛r②✱ ✐✳❡✳ ❛♥ ❡①tr❛♦r❞✐♥❛r② s♦rt ♦❢
❛❜s❡♥t✲♠✐♥❞❡❞♥❡ss✳ ■t ✐s ♥♦ ❧♦♥❣❡r ❛❜♦✉t ❛ ❧✐❣❤t✱ ♣❛ss✐♥❣ ❞✐str❛❝t✐♦♥✳ ❚❤❡ ✇♦r❞✐♥❣ ♦❢ t❤❡
❝♦♠♣❧❡t❡ s❡♥t❡♥❝❡ ✐♥ ♠❛♥✉s❝r✐♣ts ❛♥❞ ❧♦♦❦s ♠♦r❡ ❜❛r♦q✉❡ ❛♥❞ ❛rt✐✜❝✐❛❧✳ ■t ❡✈❡♥
❝r❡❛t❡s t❤❡ ✐♠♣r❡ss✐♦♥ ♦❢ ❛ ❤✐❞❞❡♥ ❛❣❡♥❞❛✳
✺✷❇❘❆■❉❖✱ P✳✲❆❘❊◆❆▲ ▲▲❆❚❆ ❘♦❣é❧✐♦✱ ❉♦♥ ●✐♦✈❛♥♥✐ ❇❛tt✐st❛ ▲❡♠♦②♥❡✳✳✳✱ ✶✺✶✴✸✲✹✳ ❆♥❞ ▼❇ ❳❱■■✱
♣✳ ✽✾❀ ❊▼❇ ❳❱■■✱ ♣✳ ✻✼✳
✺✸▼❇ ❳❱■■✱ ♣♣✳ ✽✾✱ ✽✸✲✽✹❀ ❊▼❇ ❳❱■■✱ ♣♣✳ ✻✼✱ ✻✸✳ ❉❡sr❛♠❛✉t s✉♣♣❧✐❡s ❛r❣✉♠❡♥ts t♦ ❧✐t❡r❛❧❧② ♣❧❡❛❞ ❢♦r
t❤❡ ♥✐❣❤t ♦❢ ▼♦♥❞❛② ✺ ▼❛②✳ ✭❉❊❙❘❆▼❆❯❚✱ ❋r✳✱ ❉♦♥ ❇♦s❝♦ ❡♥ s♦♥ t❡♠♣s✳✳✳✱ ♣✳ ✶✷✻✹✳✮
✺✹▼❇ ■❳✱ ♣♣✳ ✶✸✸✱ ✶✺✺✱ ✶✸✸✲✶✸✻✱ ✶✺✺✲✶✻✹❀ ❊▼❇ ■❳✱ ♣♣✳ ✻✼✲✻✽✱ ✼✺✱ ✻✽✲✼✵✱ ✼✺✲✽✹✳
✻✺

7.6 Page 66

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✸✳✷✳✶✳✹ ❚❤❡ ✏s✐❣❤t✑ t❤❛t ❞✐str❛❝t❡❞ ❤✐♠ ❬✹❪
❚❤✐s s✉s♣✐❝✐♦♥ ✐s str❡♥❣t❤❡♥❡❞ ❜② ✇❤❛t ❢♦❧❧♦✇s✿ ✏■t s❡❡♠❡❞ t❤❛t t✇♦ ♦❢ t❤❡ ❢♦r♠❡r ♣✉♣✐❧s
♦❢ t❤❡ ❖r❛t♦r② ✐♥ ✐ts ❡❛r❧② ❞❛②s ✇❡r❡ st❛♥❞✐♥❣ t❤❡r❡ ❜❡❢♦r❡ ♠❡✳✑ ❉♦♥ ❇♦s❝♦ ♦❢t❡♥ ✉s❡❞
t❤❡ ♣❤r❛s❡ ✏✐t ❧♦♦❦❡❞ t♦ ♠❡✑ ♦r ✏✐t s❡❡♠❡❞✑ ❧✐❦❡ ❛♥ ✐♥tr♦❞✉❝t✐♦♥ ✇❤❡♥ ❤❡ ✇❛♥t❡❞ t♦ t❡❧❧
♥❛rr❛t❡ ❛ ❞r❡❛♠✳ ❚❤✐s ♦❝❝✉rr❡❞ ✐♥ t❤❡ ❝♦♥t❡①t ♦❢ ❝♦♥s✐❞❡r✐♥❣ ✇❤❛t ♦♥❡ ♠✐❣❤t t❤✐♥❦
❛❜♦✉t ❞r❡❛♠✐♥❣ ♦r ❛❢t❡r ❛ str❛✐❣❤t ❛♥♥♦✉♥❝❡♠❡♥t t❤❛t ❤❡✬❞ ❤❛❞ ❛ ✏❞r❡❛♠✑✳ ❚❤✐s ❝♦♥t❡①t
✐s ♠✐ss✐♥❣✱ ❜✉t ✏✐t s❡❡♠❡❞ t♦ ♠❡✑ ❝❡rt❛✐♥❧② s❡❡♠s ❛ ❤✐♥t ✐♥ t❤❛t ❞✐r❡❝t✐♦♥✳ ❚❤❡ s❛♠❡
❡✛❡❝t ✐s ♣r♦❞✉❝❡❞ ❜② ❤✐s ✐♠♣r❡ss✐♦♥ t❤❛t t✇♦ ♣❛st ♣✉♣✐❧s✱ ✇❤♦ q✉✐t❡ s♦♦♥ t✉r♥ ✐♥t♦
❞✐s❝✉ss✐♦♥ ♣❛rt♥❡rs ❛♥❞ ❝♦♠♠❡♥t❛t♦rs✱ ❛r❡ st❛♥❞✐♥❣ ✐♥ ❢r♦♥t ♦❢ ❤✐♠✳ ❚❤❡ ❛♣♣❡❛r❛♥❝❡ ♦❢
❛ ❣✉✐❞❡ ✐♥ ❞r❡❛♠ ❛❝❝♦✉♥ts ✇❛s ❛ ❢r❡q✉❡♥t ♣❤❡♥♦♠❡♥♦♥ ✇✐t❤ ❉♦♥ ❇♦s❝♦✳✺✺ ❚❤❡ st♦r✐❡s
❛r❡ ❝❧✐❝❤é❞✱ ❜✉t t❤❡ ♣r❡s❡♥t ♦♥❡ ❝♦♥t❛✐♥s ✜♥❡✱ ❞❡❧✐❝❛t❡❧② ✐♥s❡rt❡❞ ❤✐♥ts ✇❤✐❝❤ ✇✐❧❧ ❤❛✈❡
❜❡❡♥ s✉✣❝✐❡♥t❧② tr❛♥s♣❛r❡♥t ❢♦r t❤❡ ❙❛❧❡s✐❛♥s ✇❤♦ ✲ ❛s tr❛❞✐t✐♦♥ t❡st✐✜❡s ✲ ❛♣♣❛r❡♥t❧②
❡①♣❡❝t❡❞ t♦ ❤❡❛r ♦r r❡❛❞ ❛ r❡❛❧ ❞r❡❛♠✳ ❇❡s✐❞❡s✱ t❤❡② ❞✐❞ ♥♦t ❦♥♦✇ t❤❛t t❤❡ ♣r❡s❡♥❝❡
♦❢ t✇♦ ♣❛st ♣✉♣✐❧s ✇❛s ✐♥ ❣❧❛r✐♥❣ ❝♦♥tr❛❞✐❝t✐♦♥ ✇✐t❤ ♠❛♥✉s❝r✐♣t ✳ ❚❤❡r❡ ✐t ♦♥❧② s❛②s✿
✏❍❛✈❡ s❡❡♥ ❇✉③③❡tt✐✳✑
❚❤❡ ♠❡❛♥✐♥❣ ♦❢ ✏s❡❡♥✑ ✐♥ ✐s ♥♦t ✐♥st❛♥t❧② ❝❧❡❛r✳ ❉♦❡s ✐t ♣❡r❤❛♣s ♠❡❛♥✿ ✏■ ❤❛✈❡
♠❡t ❇✉③③❡tt✐✱ ♥♦t✐❝❡❞ ❤✐♠ ✇✐t❤ ♠② ✈❡r② ♦✇♥ ❡②❡s✑❄ ❈♦✉❧❞ ✐t ❡①♣r❡ss✿ ✏■ t❛❧❦❡❞ ✇✐t❤
❇✉③③❡tt✐✑❄ ❖r ✐s ✐t ❛❧r❡❛❞②✿ ✏■ ❤❛✈❡ s❡❡♥ ❇✉③③❡tt✐ s❤♦✇✐♥❣ ✉♣ ✐♥ ❛ ❤❛❧❢✲❝♦♥s❝✐♦✉s✱ ♥♦♥✲
❝♦♥s❝✐♦✉s✱ s❧❡❡♣② ♠♦♦❞✱ ✐✳❡✳ ✐♥ ♠② ✐♠❛❣✐♥❛t✐♦♥✑❄ ❚❤❡ ♣❤r❛s❡ ✏✐t s❡❡♠❡❞ t♦ ♠❡✑ ❛❧s♦
❛❧❧♦✇s t❤❡ ❧❛st ♣♦ss✐❜✐❧✐t②✱ ❛❧❧ t❤❡ ♠♦r❡ s♦ ❜❡❝❛✉s❡ ✏t♦ s❡❡ s♦♠❡❜♦❞②✑ q✉✐t❡ r❡❣✉❧❛r❧②
♦❝❝✉rs ✐♥ ❉♦♥ ❇♦s❝♦✬s ❞r❡❛♠ ♥❛rr❛t✐♦♥s✳✺✻ ❆s ❢❛r ❛s ■ ❛♠ ❝♦♥❝❡r♥❡❞ ❤♦✇❡✈❡r✱ t❤❡ s❤♦rt
♥♦t❡ ✐♥ ♠s✳ ♠❛② ✇❡❧❧ ♠❡❛♥✿ ✏■ ❤❛✈❡ s♣♦❦❡♥ ✇✐t❤ ❇✉③③❡tt✐✳✑ ■♥ t❤❛t ❝❛s❡ t❤❡ st♦r② ♦❢
t❤❡ ♣r❡♣❛r❛t✐♦♥ ♦❢ ❣♦✐♥❣ t♦ ❜❡❞ ❛♥❞ t❤❡ ♣❤r❛s❡ ✏✐t s❡❡♠❡❞ t❤❛t t✇♦ ♦❢ t❤❡ ❢♦r♠❡r ♣✉♣✐❧s
✳ ✳ ✳ ✇❡r❡ st❛♥❞✐♥❣ ❜❡❢♦r❡ ♠❡✑ ❛r❡ ♦❜✈✐♦✉s❧② ❧✐t❡r❛r② ♣❤r❛s✐♥❣ ❛♥❞ st❛❣✐♥❣ ❜② t❤❡ ❡❞✐t♦r✳
■♥ ♦r❞❡r t♦ ✉♥❞❡rst❛♥❞ t❤❡ ❥✉st ♠❡♥t✐♦♥❡❞ ✐♥t❡r♣r❡t❛t✐♦♥ ❛♥❞ t♦ ❤❛✈❡ ❛♥ ✐❞❡❛ ♦❢ ✐ts
r❛♥❣❡✱ ✐t ✐s ♥❡❝❡ss❛r② t♦ ❣❡t t♦ ❦♥♦✇ ●✐✉s❡♣♣❡ ❇✉③③❡tt✐ ❛ ❧✐tt❧❡ ❜✐t ❜❡tt❡r✳ ❆s ❛ ❜r✐❝❦❧❛②❡r✬s
❤❛♥❞ ❤❡ ✉s❡❞ t♦ ❝♦♠❡ t♦ t❤❡ ❖r❛t♦r② ✐♥ t❤❡ ✶✽✹✵s✳ ❍❡ ✇❛♥t❡❞ t♦ ❜❡❝♦♠❡ ❛ ♣r✐❡st✱ ❜✉t
❛❢t❡r ❛♥ ❛❝❝✐❞❡♥t ✐♥❥✉r✐♥❣ ❤✐s ❤❛♥❞✱ t❤❛t ✇❛s ♥♦ ❧♦♥❣❡r ♣♦ss✐❜❧❡ ✐♥ t❤♦s❡ ❞❛②s✳ ❍♦✇❡✈❡r✱
❤❡ ♥❡✈❡r ❧❡❢t ❉♦♥ ❇♦s❝♦ ❢♦r ❣♦♦❞✳ ❖♥ t❤❡ ❝♦♥tr❛r② ❤❡ ♠❛❞❡ ❤✐♠s❡❧❢ ❛✈❛✐❧❛❜❧❡ ❛s ❛ ❧❛②♠❛♥
❢♦r t❤❡ ✇♦r❦ ❛t ❱❛❧❞♦❝❝♦✳ ❆t ❛ ❧❛t❡r ❛❣❡✱ ✐♥ ✶✽✼✼✱ ❤❡ ❜❡❝❛♠❡ ❛ ❝♦❛❞❥✉t♦r ❛♥❞ ❛♥ ♦✣❝✐❛❧
♠❡♠❜❡r ♦❢ t❤❡ ❈♦♥❣r❡❣❛t✐♦♥✳ ❉♦♥ ❇♦s❝♦ tr✉st❡❞ ❤✐♠ ✈❡r② ♠✉❝❤✳ ❍❡ ❞❡❞✐❝❛t❡❞ ❛ ❢❡✇
❧✐♥❡s t♦ ❤✐♠ ✐♥ ❤✐s ▼❡♠♦✐rs ♦❢ t❤❡ ❖r❛t♦r② ♦❢ ❙❛✐♥t ❋r❛♥❝✐s ❞❡ ❙❛❧❡s ✭✶✽✼✸✲✶✽✼✺✮✳ ❍❡
✇r♦t❡✿ ✏❆♠♦♥❣ t❤❡ ❜♦②s ❛tt❡♥❞✐♥❣ t❤❡ ❖r❛t♦r② ❛t t❤❡ st❛rt✱ ●✐✉s❡♣♣❡ ❇✉③③❡tt✐ ♠✉st
❜❡ ♠❡♥t✐♦♥❡❞ ✐♥ t❤❡ ✜rst ♣❧❛❝❡ ❛s ❛❧✇❛②s ❜❡✐♥❣ ♣r❡s❡♥t ✐♥ ❛♥ ❡①❡♠♣❧❛r② ✇❛②✳ ❍❡ ✇❛s
s♦ ♠✉❝❤ ❛tt❛❝❤❡❞ t♦ ❉♦♥ ❇♦s❝♦ ❛♥❞ t❤❡ ❙✉♥❞❛② ♠❡❡t✐♥❣s t❤❛t ❤❡ ❡✈❡♥ ♥❡❣❧❡❝t❡❞ ❣♦✐♥❣
❤♦♠❡ t♦ ❤✐s ❢❛♠✐❧② ✐♥ ❈❛r♦♥♥♦ ●❤✐r✐♥❣❤❡❧❧♦❛s ❤✐s ❜r♦t❤❡rs ❛♥❞ ♦t❤❡r ❢r✐❡♥❞s ✉s❡❞ t♦
✺✺❚❤✐s ✐s t❤❡ ❝❛s❡ ✐♥ ✶✽✼✼ ❛❝❝♦r❞✐♥❣ t♦ ▼❇ ❳■■■✱ ♣♣✳ ✹✷✱ ✸✵✷❀ ❊▼❇ ❳■■■✱ ♣♣✳ ✷✺✱ ✷✷✺✳ ■♥ ✶✽✽✵ ▼❇
❳■❱✱ ♣✳ ✺✸✽❀ ❊▼❇ ❳■❱✱ ♣✳ ✹✷✹✲✹✷✺✳ ■♥ ✶✽✽✶ ❛❝❝♦r❞✐♥❣ t♦ ▼❇ ❳❱✱ ♣✳ ✶✽✸❀ ❊▼❇ ❳❱✱ ♣✳ ✶✹✽✳ ❆s
❢❛r ❛s ❣✉✐❞❡s ❛r❡ ❝♦♥❝❡r♥❡❞✿ ▼❇ ❳■■■✱ ♣♣✳ ✺✸✹✲✺✸✻✱ ✼✻✶✲✼✻✹❀ ❊▼❇ ❳■■■✱ ♣♣✳ ✹✶✸✲✹✶✺✱ ✺✽✹✲✺✽✼✳ ✏❆
♠❛♥ ✇❤♦ ❧♦♦❦❡❞ ❧✐❦❡ ✇✐t❤ t❤❡ ❢❛❝❡ ♦❢❙❛✐♥t ❋r❛♥❝✐s ❞❡ ❙❛❧❡s✑ ✐♥ ▼❇ ❳■❱✱ ♣✳✶✷✸❀ ❊▼❇ ❳■❱✱ ♣✳ ✽✽✳
❆ ✇♦♠❛♥ ✐♥ ▼❇ ❳❱✱ ♣♣✳ ✸✻✲✸✻✻❀ ❊▼❇ ❳❱✱ ♣♣✳ ✸✵✺✲✸✵✻✳
✺✻❋♦r ❡①❛♠♣❧❡ ♦♥ ✸✵ ❆♣r✐❧ ✶✽✻✽ ✐♥ ▼❇ ■❳✱ ♣♣✳ ✶✺✺ ❛♥❞ ✶✺✻❀ ❊▼❇ ■❳✱ ♣♣✳ ✼✺✲✼✻✳ ❋✉rt❤❡r ✐♥ ✶✽✼✶ ✐♥
▼❇ ❳✱ ♣✳ ✹✻❀ ❊▼❇ ❳✱ ♣✳ ✸✽✳
✻✻

7.7 Page 67

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❞♦✳✑ ✺✼
❆❝❝♦r❞✐♥❣ t♦ t❤❡ ❛❜♦✈❡✲♠❡♥t✐♦♥❡❞ ❧❡tt❡r ❜② ❋r ▲❡♠♦②♥❡ t♦ ❋❛t❤❡r ❘✉❛ ♦♥ ✶✾ ❆♣r✐❧
✶✽✽✹ ❉♦♥ ❇♦s❝♦ ✇❛s ❡①♣❡❝t✐♥❣ ❤✐♠ ✐♥ ❘♦♠❡✳ ❍❡ ❤❛❞ ❝❛❧❧❡❞ ❤✐♠ t♦ t❛❦❡ ♦✈❡r t❤❡ ♠❛tt❡r
♦❢ t❤❡ ❧♦tt❡r② ❛♥❞ ❤❡ ✇♦✉❧❞ ❛❧s♦ ❜r✐♥❣ t❤❡ ♠♦♥❡② ❉♦♥ ❇♦s❝♦ s♦ ❞❡s♣❡r❛t❡❧② ♥❡❡❞❡❞✳ ❖♥
❆♣r✐❧ ✷✶ ❇✉③③❡tt✐ ❧❡❢t ❚✉r✐♥✳ ❙♦ ❤❡ ✇❛s ✐♥ ❘♦♠❡ ✇❤❡♥ ❉♦♥ ❇♦s❝♦ ✇r♦t❡ ❛ ❧❡tt❡r t♦ ❋r
▲❛③③❡r♦ ♦♥ ❆♣r✐❧ ✷✸ ❛♥❞ ❤❛❞ ❢❡✈❡r ❛tt❛❝❦s ❛❣❛✐♥ ❛t t❤❡ ❡♥❞ ♦❢ ❆♣r✐❧✳✺✽
❍❡ ♣r♦❜❛❜❧② s✉♣♣♦rt❡❞ ❉♦♥ ❇♦s❝♦ ❢♦r ❛ ❢❡✇ ❞❛②s ✐♥ ❞✐✣❝✉❧t ♠♦♠❡♥ts✱ ❢♦r ❡①❛♠♣❧❡
❤❡❧♣✐♥❣ ❤✐♠ t♦ t❛❦❡ ❤✐s ♠❡❞✐❝✐♥❡✳ ❍❡ ♠✉st ❤❛✈❡ ❜❡❡♥ ❛❝q✉❛✐♥t❡❞ ✇✐t❤ ❛❞♠✐♥✐st❡r✐♥❣
♠❡❞✐❝✐♥❡✳ ■♥ t❤♦s❡ ❞❛②s ❤❡ ❛❧s♦ ❣❛✈❡ ❛❞✈✐❝❡ t♦ ❋r ❘✉❛ ❢r♦♠ ❘♦♠❡ t♦ ❤❡❧♣ t❤✐s s✉♣❡r✐♦r
❣❡t r✐❞ ♦❢ t❤❡ ❜❛❝❦❛❝❤❡ ❤❡ ✇❛s s✉✛❡r✐♥❣ ❢r♦♠✿ ✏❇✉③③❡tt✐ ✐♥s✐sts ♦♥ t❛❦✐♥❣ ❛ s♣♦♦♥❢✉❧ ❡✈❡r②
❞❛② ♦❢ t❤❡ ♣♦t✐♦♥ ❝♦♥t❛✐♥✐♥❣ t❤❡ ❛♥t✐✲r❤❡✉♠❛t✐❝ ❝♦♥❝♦❝t✐♦♥ ♦❢ t❤❡ s♣❡❝✐❛❧ ❇❡❧♠♦♥t❡✳✑ ✺✾
P❡r❤❛♣s ❤❡ ❛❧s♦ t♦♦❦ t✉r♥s t♦ ✇❛❦❡ ❛t ❉♦♥ ❇♦s❝♦✬s ❜❡❞s✐❞❡ ❞✉r✐♥❣ t❤❡ ❢❡✈❡r ❛tt❛❝❦s ❛♥❞
r❡❢r❡s❤ ❤✐♠ ❛❢t❡r ❡①❝❡ss✐✈❡ tr❛♥s♣✐r❛t✐♦♥✳
◆♦ ❞♦✉❜t ❉♦♥ ❇♦s❝♦ t❛❧❦❡❞ t♦ ❤✐♠ ♠♦r❡ t❤❛♥ ♦♥❝❡ ✐♥ t❤❡ s❤♦rt ♣❡r✐♦❞ t❤❡② ✇❡r❡
t♦❣❡t❤❡r ✐♥ ❘♦♠❡ ❜♦t❤ ❞✉r✐♥❣ t❤❡ ❞❛② ❛♥❞ ✐♥ t❤❡ ❡✈❡♥✐♥❣✱ ♣❡r❤❛♣s ❡✈❡♥ ❛t ♥✐❣❤t✳ ❚❤❡②
♠✉st ❤❛✈❡ t❛❧❦❡❞ ♥♦t ♦♥❧② ❛❜♦✉t t❤❡ ❧♦tt❡r②✱ ❜✉t ❛❧s♦ ❛❜♦✉t t❤❡ ❖r❛t♦r② ✇❤✐❝❤ ❇✉③③❡tt✐
❤❛❞ ❥✉st ❧❡❢t ❛t ❉♦♥ ❇♦s❝♦✬s r❡q✉❡st t♦ ❛tt❡♥❞ t♦ ❛❝t✐✈✐t✐❡s ✐♥ ❘♦♠❡✳ ■t ✐s s✐❣♥✐✜❝❛♥t
❛❧r❡❛❞② t❤❛t ❉♦♥ ❇♦s❝♦ ✐♠♠❡❞✐❛t❡❧② ✇r♦t❡ ❛ ❧❡tt❡r t♦ ❋r ▲❛③③❡r♦ ♣r❡❝✐s❡❧② ♦♥ ✷✸ ❆♣r✐❧✱
❥✉st ❛❢t❡r t❤❡ ❛rr✐✈❛❧ ♦❢ ❤✐s ♠✉❝❤ ❛♣♣r❡❝✐❛t❡❞ ❝♦❛❞❥✉t♦r✳ ▼♦r❡♦✈❡r✱ ✐♥ t❤❡ ❡♥✈❡❧♦♣❡ ❤❡
❡♥❝❧♦s❡❞ ❛ ❧❡tt❡r t♦ ❋r ❋❡❜❜r❛r♦✱ t❤❡ st✉❞✐❡s ❝♦✉♥❝✐❧❧♦r ❢♦r t❤❡ ♣✉♣✐❧s✳ ❋r ❋❡❜❜r❛r♦ ❤❛❞
♣r♦❜❛❜❧② ❛s❦❡❞ ❢♦r ❛ ♣❡rs♦♥❛❧ ✐♥t❡r✈❡♥t✐♦♥ ❜② ❉♦♥ ❇♦s❝♦✱ ❛❝❝♦r❞✐♥❣ t♦ ❋r ❉❡sr❛♠❛✉t✳✻✵
❍❡ ❝♦♥s✐❞❡r❡❞ ❛♥ ✐♥t❡r✈❡♥t✐♦♥ ♥❡❝❡ss❛r② ❜❡❝❛✉s❡ t❤❡ s♣✐r✐t ❛♠♦♥❣ t❤❡ ❜♦②s ✐♥ t❤❡ ❢♦✉rt❤
❛♥❞ t❤❡ ✜❢t❤ ②❡❛r ✇❛s ❣♦✐♥❣ ❞♦✇♥✳ ❉♦♥ ❇♦s❝♦ ❡①♣❡❝t❡❞ ❛ ❧♦t ❢r♦♠ t❤❡s❡ s❛♠❡ ♣✉♣✐❧s✳ ■t ✐s
q✉✐t❡ ❛❝❝❡♣t❛❜❧❡ t❤❛t ❉♦♥ ❇♦s❝♦ ❢❡❧t t❤❡ ♥❡❡❞ t♦ ✇r✐t❡ ♣❡rs♦♥❛❧❧② ❜♦t❤ t♦ ❋r ▲❛③③❡r♦ ❛♥❞
❋r ❋❡❜❜r❛r♦✳ ❇❡s✐❞❡s✱ ✐t ✐s r❡♠❛r❦❛❜❧❡ t❤❛t ❤❡ ❛❧❧✉❞❡❞ t♦ ✏❞r✐✈✐♥❣ ❛✇❛② ❛❧❧ ♠❡❧❛♥❝❤♦❧②✑
❛♥❞ ❡♥❝♦✉r❛❣❡❞ ✏r❡❥♦✐❝✐♥❣ ✐♥ t❤❡ ▲♦r❞✑ ✐♥ ❛ ❧❡tt❡r t♦ ●✳ ▲❛③③❡r♦✳✻✶
❖♥ t❤❡ ♦t❤❡r ❤❛♥❞ ✐t r❡♠❛✐♥s ♣♦ss✐❜❧❡ ❉♦♥ ❇♦s❝♦ s❛✇ ❇✉③③❡tt✐ ❛♣♣❡❛r✐♥❣ ✐♥ ❢r♦♥t
♦❢ ❤✐♠ ❛t ❛ ♠♦♠❡♥t ♦❢ ❞✐str❛❝t✐♦♥ ♦r ❥✉st ❜❡❢♦r❡ ❢❛❧❧✐♥❣ ❛s❧❡❡♣ ❛♥❞ ❝♦♥s❡q✉❡♥t❧② ✏❤❛✈❡
s❡❡♥ ❇✉③③❡tt✐✑ ✇♦✉❧❞ ♠❡❛♥ ❥✉st t❤❛t✳ ❉♦♥ ❇♦s❝♦ ✉s❡❞ s❡❡ ❤✐♠ ♦❢t❡♥ ✐♥ ❤✐s ❞r❡❛♠s ❛♥❞
✺✼❇❖❙❈❖✱ ●✳✱ ▼❡♠♦r✐❡ ❞❡❧❧✬❖r❛t♦r✐♦✳✳✳ ♣✳ ✶✷✹✴✽✻✻✲✽✼✵❀ ✱ ▼❡♠♦✐rs✳✳✳ ♣✳ ✶✵✻✳
✺✽❇❘❆■❉❖✱ P✳✲❆❘❊◆❆▲ ▲▲❆❚❆ ❘♦❣é❧✐♦✱ ❉♦♥ ●✐♦✈❛♥♥✐ ❇❛tt✐st❛ ▲❡♠♦②♥❡✳✳✳ ♣♣✳ ✶✹✸✴✷✻✱ ✶✹✹✲✶✹✺✱ t❤❡
❡①♣❧❛♥❛t✐♦♥ ❢♦r t❤✐s ❧✐♥❡ ✷✻✳ ▼❇ ❳❱■■✱ ♣✳ ✼✼❀ ❊▼❇ ❳❱■■✱ ♣✳ ✺✼✳ ❙❡❡ ❢♦♦t♥♦t❡s ✷✹ ❛♥❞ ✷✺ ✐♥ t❤✐s
❝❤❛♣t❡r✳
✺✾❇❘❆■❉❖✱ P✳✲❆❘❊◆❆▲ ▲▲❆❚❆ ❘♦❣é❧✐♦✱ ❉♦♥ ●✐♦✈❛♥♥✐ ❇❛tt✐st❛ ▲❡♠♦②♥❡✳✳✳ ♣✳ ✶✺✷✴✶✹✲✶✻✳ ❇✉③③❡tt✐
✐s ♣r❡s❡♥t t♦❣❡t❤❡r ✇✐t❤ ❤✐s ❢r✐❡♥❞ ❝♦❛❞❥✉t♦r ❊♥r✐❛ ❛t t❤❡ ❡♥❞ ♦❢ ❉♦♥ ❇♦s❝♦✬s ❧✐❢❡ ✭❉❊❙❘❆▼❆❯❚✱
❋r✳✱ ❉♦♥ ❇♦s❝♦ ❡♥ s♦♥ t❡♠♣s✳ ✳ ✳ ✱ ♣✳ ✶✸✹✸✮✳ ■♥ ❘♦♠❡ ●✳ ❇✉③③❡tt✐ ✇❛s ❛❧❧♦✇❡❞ t♦ st❛② ✐♥ ❉♦♥ ❇♦s❝♦✬s
✐♠♠❡❞✐❛t❡ s✉rr♦✉♥❞✐♥❣ ❥✉st ❛s ❊♥r✐❛ ❤❛❞ ❜❡❡♥ ❛❧❧♦✇❡❞ t♦ ❞♦ ✐♥ ❱❛rr❛③③❡ ❞✉r✐♥❣ ❉♦♥ ❇♦s❝♦✬s ❧♦♥❣
♣❡r✐♦❞ ♦❢ ✐❧❧♥❡ss ✭✶✽✼✶✲✶✽✼✷✮ ✭❉❊❙❘❆▼❆❯❚✱ ❋r✳✱ ❉♦♥ ❇♦s❝♦ ❡♥ s♦♥ t❡♠♣s✳ ✳ ✳ ♣♣✳ ✽✷✷✲✽✷✹✮✳ ❙❡❡
❛❧s♦ ❊♥r✐❛✬s ❧❡tt❡rs t♦ ❇✉③③❡tt✐ ❢r♦♠ ❱❛rr❛③③❡ ❞✉r✐♥❣ ❉♦♥ ❇♦s❝♦✬s ❧♦♥❣ ✐❧❧♥❡ss✱ ✐♥ ▼❇ ❳✱ ♣♣✳ ✷✸✾✱ ✷✽✾❀
❊▼❇ ❳✱ ♣♣✳ ✶✸✷✳ ❚❤❡ ♥❡①t ❧❡tt❡r ✇❛s ♦♠✐tt❡❞ ✐♥ t❤❡ ❊♥❣❧✐s❤ ✈❡rs✐♦♥✳ ❙❡❡ ❊▼❇ ❳✱ ♣✳ ✶✹✻✴❢♦♦t♥♦t❡
✸✳ ❙tr✐❦✐♥❣ ❛♥❞ ❝❤❛r❛❝t❡r✐st✐❝ ✐s t❤❡ ✇❛② ✐♥ ✇❤✐❝❤ ❞♦♥ ❇♦s❝♦ ❛s❦❡❞ ✈✐s✐t♦rs ❛❜♦✉t t❤❡ s✐t✉❛t✐♦♥ ✐♥ t❤❡
❞✐✛❡r❡♥t ❤♦✉s❡s✿ ▼❇ ❳✱ ♣✳✷✾✷✱ ❖♠✐tt❡❞ ✐♥ t❤❡ ❊▼❇ ✈❡rs✐♦♥✳
✻✵❉❊❙❘❆▼❆❯❚✱ ❋r✳✱ ❉♦♥ ❇♦s❝♦ ❡♥ s♦♥ t❡♠♣s✳✳✳ ♣♣✳ ✶✷✻✺✲✶✷✻✻✳
✻✶❊ ■❱✱ ♣✳✷✺✻✳ ▼❇ ❳❱■■✱ ♣✳ ✶✶✺❀ ❊▼❇ ❳❱■■✱ ♣✳ ✾✺✳ ❚❤❡ ❧❡tt❡r t♦ ❋r ❋❡❜r❛r♦ ❤❛s ❜❡❡♥ ❧♦st✱ ♣r♦❜❛❜❧②
❜❡❝❛✉s❡ ♦❢ ❤✐s ❧❡❛✈✐♥❣ t❤❡ ❈♦♥❣r❡❣❛t✐♦♥ ✐♥ ✶✾✵✶✳
✻✼

7.8 Page 68

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♣r❡s❡♥t❡❞ ❤✐♠ ❛s ❛♥ ❛❝t✐✈❡ ♣❛rt♥❡r ✐♥ ❤✐s ❞r❡❛♠ ❛❝❝♦✉♥ts✳✻✷
❇✉③③❡tt✐ ❤❛❞ ❦♥♦✇♥ t❤❡ ❖r❛t♦r② ✐♥ ✐ts ❞✐✛❡r❡♥t st❛❣❡s ♦❢ ❞❡✈❡❧♦♣♠❡♥t ♦✈❡r t❤❡ ②❡❛rs ✐♥
t❤❡ s✐①t✐❡s ❛♥❞ s❡✈❡♥t✐❡s ❛♥❞ ❡✐❣❤t✐❡s✳ ❍❡ ❦♥❡✇ t❤❡ ❞✐✛❡r❡♥❝❡s ❜❡t✇❡❡♥ t❤❡♥ ❛♥❞ ♥♦✇✳ ❍❡
✇❛s ♦✉ts♣♦❦❡♥ ❛❜♦✉t ❤✐s ✐♥s✐❣❤t ✐♥t♦ ♠❛tt❡rs✳ ❲❡ s❡❡ t❤❛t ❢r♦♠ ❛ ✇r✐tt❡♥ ❝♦♥tr✐❜✉t✐♦♥
t♦ t❤❡ ❚❤✐r❞ ●❡♥❡r❛❧ ❈❤❛♣t❡r ✭✶✽✽✸✮✳ ❚❤❡♥ ❤❡ ✇r♦t❡ q✉✐t❡ ❢r❛♥❦❧②✿ ✏❲❤❡♥ ✇❡ ♥♦t✐❝❡
t❤❛t t✇♦ t❤✐r❞s ♦❢ t❤❡ ❜♦②s ✇❤♦ ✜♥✐s❤ t❤❡✐r tr❛✐♥✐♥❣ ❛♥❞ t❤❡♥ ❧❡❛✈❡ ❛r❡ ✉♥❛❜❧❡ t♦ ❡❛r♥ ❛
❧✐✈✐♥❣✳ ✳ ✳ ✑ ✻✸ ■t s♦ ❤❛♣♣❡♥s t❤❛t ♣r❡❝✐s❡❧② t❤❡ s❛♠❡ ❝♦♥tr❛st ❜❡t✇❡❡♥ ✏♥♦✇ ✕ t❤❡♥✑ ✐s ❛ ❦❡②
♣♦✐♥t ❛t t❤❡ ❜❡❣✐♥♥✐♥❣ ♦❢ ♠❛♥✉s❝r✐♣t ✱ ♠♦st ♣r♦❜❛❜❧② ✇✐t❤ ❛ ♥♦st❛❧❣✐❛ ❢♦r t❤❡ ♦❧❞ t✐♠❡s✳
❍❡ s❤❛r❡❞ t❤✐s ♥♦st❛❧❣✐❛ ✇✐t❤ ❤✐s ❤✐❣❤❡st ❛♥❞ ❤♦♥♦✉r❡❞ s✉♣❡r✐♦r ❜❡❝❛✉s❡ ❤❡ t♦♦ ❦♥❡✇
❛♥❞ ❢❡❧t ✇❤❛t ❤❛❞ ❜❡❡♥ ❣♦✐♥❣ ♦♥ ✐♥ t❤❡ ❤♦✉s❡ r❡❝❡♥t❧②✳ ❚❤❛t ✐s ✈❡r② ♣r♦♠✐♥❡♥t ✐♥ t❤❡
✜rst ❧✐♥❡s ♦❢ ✇❤❡r❡ ❉♦♥ ❇♦s❝♦ ♣✉ts q✉❡st✐♦♥s ❛♥❞ ❇✉③③❡tt✐ ✐♥ ❤✐s ❛♥s✇❡r ♣❡♥❡tr❛t✐♥❣❧②
❢♦r♠✉❧❛t❡s t❤❡ ❞✐✛❡r❡♥❝❡ ❜❡t✇❡❡♥ t❤❡ ♦❧❞ ❛♥❞ ♣r❡s❡♥t t✐♠❡s✳ ❲❡ s❤♦✉❧❞ ❦❡❡♣ ✜r♠❧② ✐♥
♠✐♥❞ t❤❛t ✐t ✐s ♣r❡❝✐s❡❧② t❤❡ ❞❛t❛ ✐♥ ♠❛♥✉s❝r✐♣t t❤❛t ❝♦♥st✐t✉t❡s t❤❡ ❝♦r❡ ♦❢ t❤❡ ❝♦♥t❡♥t
✐♥ t❤❡ ❧❡tt❡r t♦ t❤❡ ❜♦②s✳
❲❤② t❤❡♥✱ ✐♥ ✇♦r❦✐♥❣ ♦✉t ❈✱ t✇♦ ❢♦r♠❡r ♣✉♣✐❧s s♣❡❛❦ ✉♣ r❡♠❛✐♥s ❛♥ ♦♣❡♥ q✉❡st✐♦♥✳
■t ✐s r❡❛❧❧② ❛❜♦✉t t✇♦ ❛❞✉❧t ♣❛st ♣✉♣✐❧s✱ t❤♦✉❣❤ t❤❡ tr❛♥s❧❛t✐♦♥✿ ✏❚✇♦ ♦❢ t❤❡ ❢♦r♠❡r
♣✉♣✐❧s ♦❢ t❤❡ ❖r❛t♦r②✑ ✐s ♥♦t ✉♥❛♠❜✐❣✉♦✉s✳✻✹ ❚❤❡ ❝♦♠♠❡♥t ❜♦t❤ ♦❢ t❤❡♠ ❞❡❧✐✈❡r ♦♥
t❤❡ s❝❡♥❡s ✐♥ t❤❡ ♣❧❛②❣r♦✉♥❞ s♦✉♥❞s ❧✐❦❡ ✐t ✐s ❝♦♠✐♥❣ ❢r♦♠ ❛❞✉❧ts✳ ❚❤❡ ✐❞❡♥t✐t② ♦❢ t❤❡
♦♥❡ ❝❛❧❧❡❞ ❱❛❧❢rè ❤❛s ♥♦t ②❡t ❜❡❡♥ tr❛❝❡❞✳✻✺ ❖♥❡ ♦❢ t❤❡ t❤r❡❡ ♣♦ss✐❜❧❡ ❝❛♥❞✐❞❛t❡s ✇❛s
✶✼ ②❡❛rs ♦❧❞ ✐♥ ✶✽✹✾✳✻✻ ❍❡ ✇❛s ❛s ♦❧❞ ❛s ❇✉③③❡tt✐✱ ❜♦r♥ ✐♥ ✶✽✸✷✳ ❍❛❞ t❤❡② ❦♥♦✇♥ ❡❛❝❤
♦t❤❡r ❛t t❤❡ ❖r❛t♦r② ❛♥❞ ❞✐❞ ❇✉③③❡tt✐ ❞r♦♣ t❤❡ ♥❛♠❡ ✐♥ r❡❝♦❧❧❡❝t✐♦♥s ❛♥❞ ❝♦♥✈❡rs❛t✐♦♥s
✇✐t❤ ❉♦♥ ❇♦s❝♦ ❛♥❞ ❋r ▲❡♠♦②♥❡❄ ❚❤❡ s❡❝♦♥❞ ♦♥❡✱ ❋❡r❞✐♥❛♥❞♦ ❱❛❧❢rè✱ ❞♦❡s ♥♦t s❡❡♠ ❛
❧✐❦❡❧② ❝❛♥❞✐❞❛t❡✳ ❚❤✐s ❋❡r❞✐♥❛♥❞♦ ❛♣♣❡❛rs t♦ ❤❛✈❡ ❜❡❡♥ ❛ ♣✉♣✐❧ ❛t ❱❛❧❞♦❝❝♦ ❢r♦♠ ▼❛②
✶✽✺✾ ✉♥t✐❧ ❏✉❧② ✶✽✻✵✳ ❚❤✐s ✐s ❛ r❛t❤❡r s❤♦rt s♣❛♥ ♦❢ t✐♠❡ t♦ ❤❛✈❡ ♠❛❞❡ ❛♥ ✉♥❢♦r❣❡tt❛❜❧❡
✐♠♣r❡ss✐♦♥ ♦♥ ❉♦♥ ❇♦s❝♦✳ ❚❤❡r❡ ✐s ❛♥♦t❤❡r ♦♥❡✱ ❇❛rt♦❧♦♠❡♦ ❱❛❧❢rè✱ ✇❤♦ st❛rt❡❞ ❛s ❛
♣✉♣✐❧ ❛t t❤❡ ❖r❛t♦r② ✐♥ ❆✉❣✉st ✶✽✻✻✳ ❚❤❡ ❝❤❛♥❣❡ ♦❢ ❞❛t❡ ❢r♦♠ ✶✽✻✵ ✐♥t♦ ✶✽✼✵ ✐♥ t❤❡
❢r❛❣♠❡♥t ✇❤❡r❡ ❤❡ ♠❛❦❡s ❤✐s ❛❝q✉❛✐♥t❛♥❝❡ s❡❡♠s ❛ ❤✐♥t ✐♥ t❤❛t ❞✐r❡❝t✐♦♥✳ ❖r ❝♦✉❧❞ ✐t
❜❡ s✐♠♣❧② ❛♥ ✐♥❝✐❞❡♥t❛❧ ♥❛♠❡ ♣♦♣♣✐♥❣ ✐♥t♦ ▲❡♠♦②♥❡✬s ♠✐♥❞ ✇❤❡♥ ❤❡ t❤♦✉❣❤t ♦❢ ❡✈♦❦✐♥❣
t❤❡ t✇♦ ❞✐st✐♥❝t ♣❧❛②❣r♦✉♥❞ s❝❡♥❡s ✐♥ t❤❡ ❖r❛t♦r② ❜② ❛ttr✐❜✉t✐♥❣ t❤❡♠ t♦ t✇♦ ❞✐✛❡r❡♥t
❛ss✐st❛♥ts ✐♥ ♦r❞❡r t♦ ✐♥❥❡❝t s♦♠❡ ✈❛r✐❛t✐♦♥ ❛♥❞ ❛ ❧✐tt❧❡ ♠♦r❡ ❧✐❢❡ ✐♥t♦ t❤❡ st♦r②❄ ▲❡♠♦②♥❡
✇❛s ✐♥❞❡❡❞ ❛ ♠❛♥ ✇✐t❤ ❛ ❧✐t❡r❛r② t✉r♥✱ ❤❛✈✐♥❣ ✇r✐tt❡♥ ♣♦❡♠s ❛♥❞ ❞r❛♠❛t✐❝ t❡①ts ❛♠♦♥❣
♦t❤❡rs✳ ❆♥②✇❛②✱ ❛ ❝❡rt❛✐♥ ❱❛❧❢rè ✇❛s ❣✐✈❡♥ ❛ ♠♦❞❡st ♣❛rt ✐♥ t❤❡ ✜rst ❛❝t ❞❡s❝r✐❜✐♥❣ t❤❡
r❡❝r❡❛t✐♦♥ ❛♥❞ ❝♦♥s✐❞❡r❛t✐♦♥s ❛❝❝♦♠♣❛♥②✐♥❣❤ ✐t✳ ■❢ t❤❡ ✐♥tr♦❞✉❝t✐♦♥ ♦❢ t❤✐s ❝❤❛r❛❝t❡r ✇❛s
♠❡❛♥t t♦ ❜r✐♥❣ s♦♠❡ ✈❛r✐❛t✐♦♥✱ t❤❡ ❛tt❡♠♣t ✐s ♥♦t ✈❡r② s✉❝❝❡ss❢✉❧ ❢♦r s♦♦♥ t❤✐s ❱❛❧❢rè
✈❛♥✐s❤❡s ✐♥ ❛ ❤❛③❡✱ ✇❤✐❝❤ ✐s ❛ ♠✐♥✉s ♣♦✐♥t ✐♥ t❤❡ ✇♦r❦✐♥❣ ♦✉t ♦❢ t❤❡ ✇❤♦❧❡ ❞♦❝✉♠❡♥t✳
❆❧s♦ t❤❡ ❝❤♦✐❝❡ ♦❢ t❤❡ ②❡❛r ✶✽✼✵ ✐s r❛t❤❡r ✉♥❢♦rt✉♥❛t❡✳ ❲❡ ❝❛♥ ❝♦♥❝❧✉❞❡ t❤❛t ❢r♦♠ t❤❡
✇♦r❞s ❛t t❤❡ ❣♦♦❞ ♥✐❣❤t ♦r✱ ❧❡t ✉s ❝❛❧❧ t❤❡♠ ❡✈❡♥✐♥❣ t❛❧❦ss ✇❤✐❝❤ ❉♦♥ ❇♦s❝♦ t♦❧❞ t❤❡
✻✷
▼❇ ■❳✱ ♣✳ ✶✺✼❀ ❊▼❇ ■❳✱ ✼✼✳ ▼❇ ❳■■■✱ ♣✳ ✹✸❀ ❊▼❇ ❳■■■✱ ♣✳ ✷✻✳
✻✸
P❘❊▲▲❊❩❖✱
❏✳▼✳✱
▲❛
✏♣❛rt❡
♦♣❡r❛✐❛
♥❡❧ ❧❡
❝❛s❡
s❛❧❡s✐❛♥❡
❘❙❙✱
❳❱■
♥♦
✭✸✶✮✱
✶✾✾✼✱
♣✳
✸✺✽✳
✻✹
■♥ ■t❛❧✐❛♥✿
✏❞✉❡ ❞❡❣❧✐ ❛♥t✐❝❤✐ ❣✐♦✈❛♥✐ ❞❡❧❧✬❖r❛t♦r✐♦✳✑
▼♦st ♣r♦❜❛❜❧② t❤❡ ✐♥t❡♥❞❡❞ ♠❡❛♥✐♥❣ ✐s✿
❵t✇♦
❛❞✉❧ts ✇❤♦ ✈✐s✐t❡❞ t❤❡ ❖r❛t♦r② ✐♥ t❤❡✐r ②♦✉t❤✳✬ ●✳ ❇✉③③❡tt✐ ✐s ❛❧r❡❛❞② ♣r❡s❡♥t ✐♥ ❛♥♦t❤❡r ❞r❡❛♠
❛❝❝♦✉♥t ❢r♦♠ ❆♣r✐❧ ✶✽✻✽ ✭▼❇ ■❳✱ ♣✳ ✶✺✼❀ ❊▼❇ ■❳✱ ♣✳ ✼✼✮✳
✻✺
❇❘❆■❉❖✱
P✳✱
❉♦♥
❇♦s❝♦
❡❞✉❝❛t♦r❡✳✳✳
♣✳
✸✼✻✳
✻✻
❈❢✳ ❉♦♥ ❇♦s❝♦✬s ❧❡tt❡r ✐♥ ❊ ✭♠✮✱ ♣r✐♠♦ ✈♦❧✳✱ ♣✳ ✽✺✴✷✵✲✷✶✳
✻✽

7.9 Page 69

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❜♦②s ❛t ❱❛❧❞♦❝❝♦ ❛t t❤❡ ❡♥❞ ♦❢ ❆♣r✐❧ ❛♥❞ t❤❡ ❜❡❣✐♥♥✐♥❣ ♦❢ ▼❛② ✶✽✻✽✳ ■ ✇✐❧❧ ❞r❛✇ t❤❡s❡
❞r❡❛♠s ♦r st♦r✐❡s ♠♦r❡ ♦❢t❡♥ ✐♥t♦ t❤❡ ❞✐s❝✉ss✐♦♥ ❢r♦♠ ❤❡r❡ ♦♥✳
❈✱ ❑ ❉ ❈❡rt❛✐♥ s♠❛❧❧ ❞✐✛❡r❡♥❝❡s ✐♥ ♠❛♥✉s❝r✐♣ts
❛♥❞ ❤❛✈❡ t♦ ❜❡ ❛ttr✐❜✉t❡❞ t♦ ❛ st②❧✐st✐❝
❞❡✈✐❝❡ ✇❤✐❝❤ r❡q✉✐r❡s t❤❛t ♣❛rts ♦❢ t❤❡ ❞✐❛❧♦❣✉❡ ❛r❡ ❞✐st✐♥❝t❧② ❛❧❧♦❝❛t❡❞ t♦ ♦♥❡ ♦❢ t❤❡
♣❛rt✐❝✐♣❛t✐♥❣ ♣❛rt♥❡rs✳ ❋♦r ❡①❛♠♣❧❡✿ ✏■ r❡♣❧✐❡❞✑ ❛♥❞ ✏❤❡ ❛❞❞❡❞✳✑ ✏❍❡✑ ❤❛s ❜❡❝♦♠❡ ❡✈❡♥
t❤❡ ✈❡r② ♥❡✉tr❛❧ ❛♥❞ ❞✐st❛♥t ✏t❤❛t ♠❛♥✑ ✐♥ ✳ ■t ✐s ❛ str❛♥❣❡ ❝❤♦✐❝❡ ♦❢ ✇♦r❞s ❢♦r ❛ ♣❛st
♣✉♣✐❧✱ ❇✉③③❡tt✐✱ ✇❤♦ s❤♦✉❧❞ ❤❛✈❡ ❜❡❡♥ ❜❡tt❡r ❦♥♦✇♥ t♦ t❤❡ ❙❛❧❡s✐❛♥s t❤❛♥ t♦ t❤❡ ❜♦②s ✐♥
✶✽✽✹✳
✸✳✷✳✷ ❉❡s❝r✐♣t✐♦♥ ♦❢ t❤❡ r❡❝r❡❛t✐♦♥ ✐♥ t❤❡ ♣❧❛②❣r♦✉♥❞ ❜❡❢♦r❡ ✶✽✼✵ ❬✹✲✻❪
❚❤❡ s❝❡♥❡ ✐♥✈♦❧✈✐♥❣ t❤❡ r❡❝r❡❛t✐♦♥ ✐♥ t❤❡ ♣❧❛②❣r♦✉♥❞ ❛t ❱❛❧❞♦❝❝♦ ❜❡❢♦r❡ ✶✽✼✵ st❛rts ✇✐t❤
t❤❡✳✳✳
✸✳✷✳✷✳✶ ■♥tr♦❞✉❝t✐♦♥ ♦❢ ❱❛❧❢rè ❬✹❪
❈♦♥st✐t✉t✐♦♥s ❍❡ ✐s t❤❡ ✜rst ♦♥❡ t♦ ❝♦♠❡ ❢♦r✇❛r❞ ❛♥❞ ❣r❡❡t ❉♦♥ ❇♦s❝♦ ✏✇❛r♠❧②✑ ✭
✱ ♣✳
❛✛❡t✲ ✷✺✹✮ ♦r ✏❛✛❡❝t✐♦♥❛t❡❧②✑ ✭❊▼❇ ❳❱■■✱ ♣✳✽✻✮✳ ❇♦t❤ ✇♦r❞s r❡✢❡❝t t❤❡ ■t❛❧✐❛♥ ✇♦r❞ ✏
t✉♦s❛♠❡♥t❡ ✑ ✐♥ ❛ ❞✐✛❡r❡♥t✐❛t❡❞ ✇❛②✳ ❱❛❧❢rè ✐s ♥♦t ♦♥❧② ❥♦✈✐❛❧✱ ❤❡ ✐s ❛❧s♦ ✇❡❧❧✲♠❛♥♥❡r❡❞✳
✈♦✐ ❍❡ ✉s❡s t❤❡ ♣♦❧✐t❡ ■t❛❧✐❛♥ ✇♦r❞ ✏ ✑ ❢♦r ✏②♦✉✑ ✇❤❡♥ ❛❞❞r❡ss✐♥❣ ❉♦♥ ❇♦s❝♦✱ ✇❤❡r❡❛s t❤❡
t✉ ❢♦r♠❡r r❡❝t♦r ❛❞❞r❡ss❡s ❤✐♠ ✉s✐♥❣ t❤❡ ❝♦♥✜❞❡♥t✐❛❧ ✏ ✑✳ ■t ❤❛s ♣r♦❜❛❜❧② ❜❡❡♥ ✐♥❝❧✉❞❡❞ ✐♥
t❤❡ ❧❡tt❡r t♦ t❤❡ ❜♦②s ✇✐t❤ ♠♦r❛❧✐③✐♥❣ ✐♥t❡♥t ❢♦r t❤❡ ②♦✉♥❣ ❧✐st❡♥❡rs ✇❤✐❧❡ t❤❡ ❧❡tt❡r ✇❛s
❜❡✐♥❣ r❡❛❞ ❛❧♦✉❞✳ ■t ♠✐❣❤t ❤❛✈❡ ❜❡❡♥ ❞✐✛❡r❡♥t ✇❤❡♥ ❞✐r❡❝t❡❞ t♦ ❤✐s ❝♦✲✇♦r❦❡rs✳
■t ♠❛② ❛♣♣❡❛r ❛ ❧✐tt❧❡ s✉r♣r✐s✐♥❣ t❤❛t ❉♦♥ ❇♦s❝♦ ✐♠♠❡❞✐❛t❡❧② st❛t❡s t❤❛t ❤❡ r❡♠❡♠❜❡rs
❤✐♠ ✏❛♥❞ ❛❧❧ t❤❡ ♦t❤❡rs✑✳ ❉♦♥ ❇♦s❝♦ ✕ ✇❡ s❤♦✉❧❞ ♥♦t ❢♦r❣❡t ✕ ✇❛s ♥♦t ❛✈❡rs❡ t♦ ❛ ❧✐tt❧❡
❡①❛❣❣❡r❛t✐♦♥ ♥♦✇ ❛♥❞ t❤❡♥✳ ◆♦r ❞♦❡s ❋r ▲❡♠♦②♥❡ s❡❡♠ t♦ ❜❡ ❤❡r❡✳ ■♥ ♠s ❤❡ st✐❧❧
r❡str✐❝t❡❞ ❤✐♠s❡❧❢ t♦ ✏t❤❡ ♦t❤❡rs✑✱ ✇❤♦❡✈❡r t❤❡ ♦t❤❡rs ♦r ❛❧❧ t❤❡ ♦t❤❡rs ♠✐❣❤t ❤❛✈❡ ❜❡❡♥
❛t t❤❡ ♠♦♠❡♥t ♦❢ t❤✐s ♠❡❡t✐♥❣✳ ❉✐❞ ▲❡♠♦②♥❡ ✇❛♥t t❤❡ ❜♦②s ❛t ❱❛❧❞♦❝❝♦ t♦ ✉♥❞❡rst❛♥❞
❉♦♥ ❇♦s❝♦ ❤❛❞ ♥♦t ❢♦r❣♦tt❡♥ ❛♥②♦♥❡ ❛♥❞ ❧♦✈❡❞ ❡❛❝❤ ❛♥❞ ❡✈❡r②♦♥❡ ♦❢ t❤❡♠ s♦ ♠✉❝❤ t❤❛t
t❤❡② ❣♦t t❤❡ ✐♠♣r❡ss✐♦♥ ❤❡ ❧♦✈❡❞ t❤❡♠ ♠♦st ♦❢ ❛❧❧❄✻✼ ❖r ✐s ✐t ❛ ♣r❡♣❛r❛t♦r② ❡❧❡♠❡♥t
❢♦r❡s❡❡✐♥❣ ❣r♦✉♣s ♦❢ ❜♦②s ✇❤♦ ✇✐❧❧ ❜❡ ❝r♦✇❞✐♥❣ t❤❡ ♣❧❛②❣r♦✉♥❞s ✐♥ t❤❡ ❢♦❧❧♦✇✐♥❣ s❝❡♥❡s❄
❈ ❑ ❉ ❆ ❧❛st ❞✐st✐♥❝t ❝❤❛♥❣❡ ♦❢
t♦
❛♥❞
✐♥ t❤❡ ✐♥tr♦❞✉❝t✐♦♥ ♦❢ ❱❛❧❢rè ✐s t❤❡ ②❡❛r✳
❈✱ ❆❝❝♦r❞✐♥❣ t♦
✏❱❛❧❢rè ✇❛s ❛t t❤❡ ❖r❛t♦r② ❜❡❢♦r❡ ✶✽✻✵✳✑ ❋♦r r❡❛s♦♥s ✇❡ ❤❛✈❡ ♥♦t ②❡t
❑ ❉ tr❛❝❡❞✱ t❤✐s ❜❡❝❛♠❡ ✶✽✼✵ ✐♥
❛♥❞ ✳✻✽
✻✼
❆t ♦♥❡ t✐♠❡ t❤❡ ✐❞❡❛ ✇❛s ❡①♣r❡ss❡❞ ✇✐t❤ r❡s♣❡❝t t♦ t❤❡ ❝♦♥❢r❡r❡s✳ ❈❢✳ ▼❇ ❳❱■■■✱ ♣✳ ✹✾✵❀ ❊▼❇ ❳❱■■■✱
▼❡♠♦✐rs ♦❢ t❤❡ ❖r❛t♦r② ♣✳ ✹✶✺✳
✻✽
❚❤❡ ❖r❛t♦r② r❡❛❝❤❡❞ ❛ ❝❧✐♠❛① ❛r♦✉♥❞ ✶✽✻✵✳ ❍♦✇❡✈❡r✱ ✇r✐t✐♥❣ ❤✐s
✐♥ t❤❡
s❡✈❡♥t✐❡s✱ ❉♦♥ ❇♦s❝♦ ❞✐❞ ♥♦t ❣♦ ❜❛❝❦ ❢✉rt❤❡r t❤❛♥ t❤❡ ②❡❛r ✶✽✺✺✳
✻✾

7.10 Page 70

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✸✳✷✳✷✳✷ ❉❡s❝r✐♣t✐♦♥ ♦❢ t❤❡ ❝❤❡❡r❢✉❧ ❛♥❞ ✈✐❜r❛♥t r❡❝r❡❛t✐♦♥ ✐♥ t❤❡ ♣❧❛②❣r♦✉♥❞ ✐♥ t❤❡ ♣❡r✐♦❞
❜❡❢♦r❡ ✶✽✼✵ ❬✺✲✻❪
❚❤❡ s❤♦rt ✐♥tr♦❞✉❝t✐♦♥ ❝♦♠❡s t♦ ❛♥ ❡♥❞ ❤❡r❡✳ ❚❤❡r❡ ❛r❡ ♥♦ ❢✉rt❤❡r q✉❡st✐♦♥s ❛❜♦✉t
❢❛♠✐❧② s✐t✉❛t✐♦♥s✱ ♣r♦❢❡ss✐♦♥❛❧ ❧✐❢❡ ♦r ❤❡❛❧t❤ ❝♦♥❞✐t✐♦♥✳ ❚❤❡s❡ q✉❡st✐♦♥s ✇♦✉❧❞ ♥♦t ❜❡
t♦ t❤❡ ♣♦✐♥t✳ ❚❤❡ ❡❞✐t♦r ❝♦♠❡s str❛✐❣❤t t♦ t❤❡ ✐ss✉❡✳ ■t ✐s ❝♦♥♥❡❝t❡❞ ✇✐t❤ ❉♦♥ ❇♦s❝♦✬s
q✉❡st✐♦♥ t♦ ❇✉③③❡tt✐ ✐♥ ✿ ✏❇✉t ❞✐❞ t❤❡ ♣r❡s❡♥t✲❞❛② ❜♦②s s❡❡♠ ❜❡tt❡r t❤❛♥ t❤♦s❡ ♦❢ t❤❡
♣❛st❄✑ ❱❛❧❢rè ❝❛♥ ♥♦✇ ❝♦♠❡ ♦✉t ✇✐t❤ ✐t ❛♥❞ ❛s❦✿ ✏❲♦✉❧❞ ②♦✉ ❧✐❦❡ t♦ s❡❡ t❤❡ ②♦✉♥❣st❡rs
✇❤♦ ✇❡r❡ ❛t t❤❡ ❖r❛t♦r② ✐♥ ♠② t✐♠❡❄✑ ❆♥❞ ♠❛t❝❤✐♥❣ ❉♦♥ ❇♦s❝♦✬s q✉❡st✐♦♥ t♦ ❇✉③③❡tt✐✱
❱❛❧❢rè✬s r❡♣❧② ❞♦❡s ♥♦t r❡❢❡r t♦ ❤✐s ❢❡❧❧♦✇ ♣✉♣✐❧s✬ ✇❡❧❧✲❜❡✐♥❣✳ ❖♥ t❤❡ ❝♦♥tr❛r② ❤❡ ❣♦❡s
♦♥ t♦ s❤♦✇ ❉♦♥ ❇♦s❝♦ ❤♦✇ t❤❡② ✇❡r❡ ❞♦✐♥❣ ✐♥ t❤❡✐r s❝❤♦♦❧ ❞❛②s ❛♥❞ ❤♦✇ ❤❛♣♣② t❤❡②
✇❡r❡ ✇✐t❤ ❤✐♠✳ ❚♦ s❤♦✇ ❛♥❞ ✐❧❧✉str❛t❡ t❤✐s ♣♦✐♥t ❛ s❝❡♥❡ ✐s ❝❤♦s❡♥ ❢r♦♠ ❞❛✐❧② ❧✐❢❡ ❛t t❤❡
❖r❛t♦r②✿ t❤❡ ❝♦✉rs❡ ♦❢ ❛ r❡❝r❡❛t✐♦♥ ♣❡r✐♦❞ ✐♥ t❤❡ ♣❧❛②❣r♦✉♥❞✳
❚❤✐s ❝❤♦✐❝❡ ✐s ♥♦t r❡❛❧❧② s✉r♣r✐s✐♥❣✳ ❆ ②❡❛r ❜❡❢♦r❡ ❞✉r✐♥❣ ❤✐s st❛② ✐♥ ❋r❛♥❝❡ ✐♥ t❤❡
❙♣r✐♥❣ ♦❢ ✶✽✽✸ ❛ ❝♦♥✈❡rs❛t✐♦♥ t♦♦❦ ♣❧❛❝❡ ❛t t❛❜❧❡ ✇✐t❤ t❤❡ ❆ss✉♠♣t✐♦♥✐sts✳ ❚❤✐s ❝♦♥✈❡r✲
s❛t✐♦♥ ✇❛s ♣✉❜❧✐s❤❡❞ ❛s ❛♥ ✐♥t❡r✈✐❡✇ ✐♥ t❤❡ ♣❡r✐♦❞✐❝❛❧ ▲❡ Pè❧❡r✐♥ ✱ ▼❛② ✶✷ ✶✽✽✸✳ ❚❛❧❦✐♥❣
❛❜♦✉t ✏t❤❡ ✉s❡ ♦❢ ♣✉♥✐s❤♠❡♥ts✑ ❉♦♥ ❇♦s❝♦ ✐s s✉♣♣♦s❡❞ t♦ ❤❛✈❡ s❛✐❞✿ ✏❲❡ ❤❛✈❡ ♥♦ str✉❝✲
t✉r❛❧ r❡♣r❡ss✐♦♥✱ t❤♦✉❣❤ ♦❝❝❛s✐♦♥❛❧❧② ✇❡ ❡①♣❡❧❧ s♦♠❡ ❜♦②✳ ❋♦r ♣✉♥✐s❤♠❡♥t ✇❡ s✉❜st✐t✉t❡
❢r✐❡♥❞❧② ❛♥❞ ✐♥❢♦r♠❛❧❛ss✐st❛♥❝❡ ❛♥❞ ❣❛♠❡s ✐ ❣✐✉♦❝❤✐ ✳✑ ✻✾
■♥ ❞❡s❝r✐♣t✐♦♥s ♦❢ ②♦✉♥❣st❡rs ❉♦♥ ❇♦s❝♦ ❤❛❞ ❦♥♦✇♥ ♦r ✇❛s t❛❧❦✐♥❣ ❛❜♦✉t✱ ❤❡ ❛❧♠♦st
❛❧✇❛②s r❡s❡r✈❡❞ s♦♠❡ t✐♠❡ ❛♥❞ s♣❛❝❡ t♦ ❞❡s❝r✐❜❡ t❤❡✐r ❛❝t✐✈✐t✐❡s ✐♥ t❤❡ ♣❧❛②❣r♦✉♥❞✳ ■t
s❤♦✇s ❤♦✇ ❤❡ ❛♣♣r❡❝✐❛t❡❞ r❡❝r❡❛t✐♦♥ ✐♥ ❡❞✉❝❛t✐♦♥✳ ❍❡ ❤❛❞ t♦ ❡♥❝♦✉r❛❣❡ ❉♦♠✐♥✐❝ ❙❛✈✐♦
✏♥♦t t♦ ♥❡❣❧❡❝t t❛❦✐♥❣ ♣❛rt ✐♥ t❤❡ ❣❛♠❡s✑✱ ❜✉t ❤❡ ✇❛s st✐❧❧ ♠♦r❡ ✐♥❝❧✐♥❡❞ t♦ ❡①♣r❡ss ❤✐s
❛❞♠✐r❛t✐♦♥ ❢♦r ▼✐❝❤❛❡❧ ▼❛❣♦♥❡✱ ✇❤♦ ✏✇❛s t❤❡ ❤❡❛rt ❛♥❞ s♦✉❧ ♦❢ t❤❡ r❡❝r❡❛t✐♦♥ ❛♥❞ ❦❡♣t
t❤❡ ♦t❤❡rs ♠♦✈✐♥❣✳✑ ✏❍❡ ▼❛❣♦♥❡❜r✐❧❧✐❛♥t❧② ❞❡♠♦♥str❛t❡❞ ❤✐s s♣❛r❦❧✐♥❣ ✈✐✈❛❝✐t② ✐♥ t❤❡
♣❧❛②❣r♦✉♥❞ ❞✉r✐♥❣ r❡❝r❡❛t✐♦♥ t✐♠❡✳✑ ❋r❛♥❝✐s ❇❡s✉❝❝♦ t♦♦❦ t❤✐♥❣s ❡✈❡♥ t♦♦ s❡r✐♦✉s❧② ❛♥❞
s❛✐❞ t♦ ❉♦♥ ❇♦s❝♦✿ ✏❨♦✉ ❤❛✈❡ t♦❧❞ ♠❡ t❤✐s r❡❝r❡❛t✐♦♥ t✐♠❡ ♣❧❡❛s❡s ●♦❞ ❛♥❞ ■✬❞ ❧✐❦❡ t♦
❣❡t ✉s❡❞ t♦ ♣❧❛②✐♥❣ ❛❧❧ t❤❡ ❣❛♠❡s ♠② ❢r✐❡♥❞s ♣❧❛② ✇❡❧❧✳✑ ■♥ ✏❙❡✈❡r✐♥♦ ♦r t❤❡ ❆❞✈❡♥t✉r❡s
♦❢ ❛♥ ❆❧♣✐♥❡ ❇♦②✑ ❤❡ ❧❡ts t❤❡ ❣r♦✇♥✲✉♣ ♠❛♥ ❧♦♦❦ ❜❛❝❦ ♦♥ t❤❡ ✜rst ②❡❛rs ♦❢ t❤❡ ❖r❛t♦r②
❛s ❛ ✏✈❡♥✉❡ ❢♦r r❡❝r❡❛t✐♦♥✳✑ P❡♦♣❧❡ t❤❡r❡ ✏✇♦✉❧❞ ❥✉♠♣✱ r✉♥✱ ♣❧❛② ❜♦❝❝✐✱ ♣❧❛② s❦✐tt❧❡s✱
✇❛❧❦ ♦♥ st✐❧ts✱ s✐♥❣✱ ♣❧❛② t❤❡ ❜r❛ss ❜❛♥❞✱ ❧❛✉❣❤ ❛♥❞ ❥♦❦❡✳ ❚❤❡r❡ ✇❡r❡ ❛♥♦t❤❡r t❤♦✉s❛♥❞
♦❝❝❛s✐♦♥s t♦ ♣❧❛②✳✑ ❙❡✈❡r✐♥♦ ✇❛s ♣r❡s❡♥t ✇❤❡♥ t❤❡② ♠♦✈❡❞ t♦ t❤❡ ♣r❡♠✐s❡s ❛t ❱❛❧❞♦❝❝♦✳
❆❝❝♦r❞✐♥❣ t♦ ❉♦♥ ❇♦s❝♦✬s ✇r✐tt❡♥ ✇♦r❞s ❤❡ ❝♦✉❧❞ ❝♦♥❝❧✉❞❡ t❤❡ r❡tr♦s♣❡❝t✐✈❡ ✈✐❡✇ ✇✐t❤
t❤✐s s❤❛r♣ s✉♠♠❛r②✿ ✏❆s t❤❡ s♣❛❝❡ ❤❡r❡ ✇❛s ♠♦r❡ s✉✐t❛❜❧❡✱ ♦♥❡ ❝♦✉❧❞ ♦r❣❛♥✐③❡ t❤❡
r❡❧✐❣✐♦✉s ❡①❡r❝✐s❡s✱ t❤❡ r❡❝r❡❛t✐♦♥✱ t❤❡ ❣❛♠❡ ♠❛t❡r✐❛❧s✱ t❤❡ ❡✈❡♥✐♥❣ ❛♥❞ ❙✉♥❞❛② s❝❤♦♦❧ ✐♥
❛ ♠♦r❡ ♦r❞❡r❧② ✇❛②✳✑ ✼✵ ❘❡❝r❡❛t✐♦♥ r❡❛❧❧② ❤❛❞ ✐ts ♣❧❛❝❡ ♦❢ ❤♦♥♦✉r ✐♥ t❤❡ t♦t❛❧ ♣✐❝t✉r❡ ♦❢
t❤✐♥❣s✳
❲❤❡♥ ✐♥ ❆♣r✐❧ ✶✽✻✶ ❤❡ ❛❞❞r❡ss❡❞ ❤✐s ❜♦②s✱ ❤❡ s❛✐❞✿ ✏■t ✐s ♥♦t t❤❛t ■ ✇❛♥t ❜♦②s ❤❛♥❣✐♥❣
❛r♦✉♥❞ ♠❡ ❞✉r✐♥❣ r❡❝r❡❛t✐♦♥✳ ■♥❞❡❡❞✱ ■ ♣r❡❢❡r t❤❡♠ t♦ ❣♦ ❛♥❞ ♣❧❛② ❢♦r t❤❡ ✇❤♦❧❡
❆ss✐st❡♥t✐❡✳✳✳ ✻✾
▼❇ ❳❱■✱ ♣✳ ✶✻✽❀ ❊▼❇ ❳❱■✱ ♣✳ ✶✸✶✳ ❈❢✳ ❇■❊❙▼❆◆❙✱ ❘✳✱
✱ ♣♣✳✺✽✱ ✶✶✳
✼✵
❇❖❙❈❖✱
●✳✱
❱✐t❛
❞❡❧
❣✐♦✈❛♥❡tt♦
❙❛✈✐♦
❉♦♠❡♥✐❝♦
✶✽✺✾
✐♥✿
❖❊ ❳■ ❬✷✵✶❪✳
■❉✳✱ ❈❡♥♥♦ ❜✐♦❣r❛✜❝♦ s✉❧
❣✐♦✈❛♥❡tt♦ ▼❛❣♦♥❡ ▼✐❝❤❡❧❡✱ ✶✽✻✶ ✐♥ ❖❊ ❳■■■ ❬✶✽✼✲✶✽✽❪ ❛♥❞ ❉❊❙❘❆▼❆❯❚✱ ❋r✳✱ ❙❛✐♥t ❏❡❛♥ ❇♦s❝♦
◆❛♠✉r✱ ✶✾✺✽✱ ♣♣✳ ✽✸✲✽✹✳ ❇❖❙❈❖✱ ●✳✱ ■❧ ♣❛st♦r❡❧❧♦ ❞❡❧❧❡ ❛❧♣✐ ♦✈✈❡r♦ ❞❡❧ ❣✐♦✈❛♥❡ ❇❡s✉❝❝♦ ❋r❛♥❝❡s❝♦
✶✽✻✹ ✐♥✿ ❖❊ ❳❱ ❬✸✸✹❪✳ ■❉✳✱ ❙❡✈❡r✐♥♦ ♦ss✐❛ ❛✈✈❡♥t✉r❡ ❞✐ ✉♥ ❣✐♦✈❛♥❡ ❛❧♣✐❣✐❛♥♦✱ ✶✽✻✽ ✐♥✿ ❖❊ ❳❳✱
❬✸✼✲✸✾✱✹✷❪
✼✵

8 Pages 71-80

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8.1 Page 71

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r❡❝r❡❛t✐♦♥ ♣❡r✐♦❞✳✑ ✼✶
❍❡ ✐♠♠♦rt❛❧✐③❡❞ t❤✐s ❡❧❡♠❡♥t ♣❛r ❡①❝❡❧❧❡♥❝❡ ♦❢ ❤✐s ❡❞✉❝❛t✐♦♥❛❧ ♠❡t❤♦❞ ✐♥ ❛ ❧✐♥❡ ✐♥
t❤❡ ▲✐tt❧❡ ❚r❡❛t✐s❡ ♦♥ t❤❡ Pr❡✈❡♥t✐✈❡ ❙②st❡♠ ✭✶✽✼✼✮✱ ❢♦r♠✉❧❛t✐♥❣ ✐t ✐♥ t❤❡ ❢♦❧❧♦✇✐♥❣ ✇❛②✿
✏▲❡t t❤❡ ❜♦②s ❤❛✈❡ ❢✉❧❧ ❧✐❜❡rt② t♦ ❥✉♠♣✱ r✉♥ ❛♥❞ ♠❛❦❡ ❛s ♠✉❝❤ ♥♦✐s❡ ❛s t❤❡② ♣❧❡❛s❡✳
●②♠♥❛st✐❝s✱ ♠✉s✐❝✱ ❞❡❝❧❛♠❛t✐♦♥✱ t❤❡❛tr✐❝❛❧s ❛♥❞ ♦✉t✐♥❣s✳ ✳ ✳ ✑ ✼✷
❉✉r✐♥❣ t❤❡ ❝♦♥✈❡rs❛t✐♦♥ ❛t t❛❜❧❡ ✐♥ ✶✽✽✸ ❤❡ ❝♦✉❧❞ t❤✉s ❛r❣✉❛❜❧② s❛②✿ ✏❲❡ ❤❛✈❡ ❛ss✐s✲
t❛♥❝❡ ❛♥❞ ❣❛♠❡s✳✑ ❘❡❝r❡❛t✐♦♥ ✇❛s ❛♥ ❡ss❡♥t✐❛❧ ♣❛rt ♦❢ ❤✐s ❡❞✉❝❛t✐♦♥❛❧ ♠❡t❤♦❞✳ ❍❡ ❝♦✉❧❞
♥♦t ✐❣♥♦r❡ ✐t ✐♥ ❤✐s ♣r❛❝t✐❝❡ ❛s ❛ ✇r✐t❡r ❢♦r ②♦✉♥❣ ♣❡♦♣❧❡✳
■♥ ❤✐s ❝♦♥✈❡rs❛t✐♦♥s ✇✐t❤ ▲❡♠♦②♥❡ ❛♥❞ ❇✉③③❡tt✐✱ ❉♦♥ ❇♦s❝♦ ❛♣♣❛r❡♥t❧② ❡♥❥♦②❡❞ ❡✈♦❦✲
✐♥❣ t❤❡ ❧✐✈❡❧②✱ ♥♦✐s② ❛♥❞ ♣❧❡❛s✐♥❣ r❡❝r❡❛t✐♦♥ ♦❢ t❤❡ ❜♦②s ✐♥ t❤❡ ❡❛r❧② ❖r❛t♦r② ②❡❛rs ❛s
♠✉❝❤ ❛s ❤❡ ❤❛❞ ❡♥❥♦②❡❞ ♣✉tt✐♥❣ t❤❡ ✐♥❣r❡❞✐❡♥ts ♦❢ t❤❡ ♣❧❛②❣r♦✉♥❞ r❡❝r❡❛t✐♦♥ ✐♥t♦ t❤❡
♣✐❝t✉r❡ ✐♥ ✏❙❡✈❡r✐♥♦✑✳✼✸ ❙✐♠✐❧❛r ❛♥❞ ❛❧♠♦st t❤❡ s❛♠❡ ✇♦r❞s ✇❡r❡ ✉s❡❞ t♦ ❞❡s❝r✐❜❡ t❤❡
❛t♠♦s♣❤❡r❡ ✐♥ t❤❡ ♣❧❛②❣r♦✉♥❞ ❛♥❞ t❤❡ ❧✐st ♦❢ ❣❛♠❡s ❜♦t❤ ✐♥ ❛♥❞ ❛♥❞ ✐♥ ❙❡✈❡r✐♥♦✳
▼❛♥✉s❝r✐♣t ❛♥❞ t❤❡♥ ❛❞❞ t❤❡ ❵❜❛r ❣❛♠❡✬ ✭❵❜❛r❛r♦tt❛ ✬✮✱ ♣❡r❤❛♣s ❛t ❉♦♥ ❇♦s❝♦✬s
s✉❣❣❡st✐♦♥✱ s✐♥❝❡ ❤❡ ♠✉st ❤❛✈❡ ❧✐❦❡❞ t❤❡ ❣❛♠❡ ✈❡r② ♠✉❝❤✳ ■♥ t❤❡ ▼❛❣♦♥❡ ❜✐♦❣r❛♣❤② ❤❡
s❛②s✿ ✏❍❡ ❬▼❛❣♦♥❡❪ ❝♦✉❧❞ ❜❡ ❢♦✉♥❞ ✐♥ ❛❧❧ ❝♦r♥❡rs ♦❢ t❤❡ ♣❧❛②❣r♦✉♥❞✳ ❆❧❧ ❣❛♠❡s r❡q✉✐r✐♥❣
♣❤②s✐❝❛❧ ❛❣✐❧✐t② ✇❡r❡ ♣✉r❡ ❥♦② t♦ ❤✐♠✳ ❍✐s ❢❛✈♦✉r✐t❡ ❣❛♠❡ ✇❛s ✇❤❛t ✇❡ ❝❛❧❧❡❞ ✏❜❛rr❛ r♦tt❛
❛♥❞ ❤❡ ✇❛s ❢❛♠♦✉s ❢♦r ✐t✳✑ ❆❧s♦ ❙❡✈❡r✐♥♦ ❡♥❥♦②❡❞ ✐t✿ ✏❖♥❡ ❙✉♥❞❛② ♥✐❣❤t ■ ✇❛s ✇❛t❝❤✐♥❣
✐♥t❡♥s❡❧② ❛ ❣❛♠❡ ✇❡ ❝❛❧❧❡❞ ✏ ❜❛r❛ ✭s✐❝✮ r♦tt❛ ✑ ❛♠♦♥❣ ❡❛❝❤ ♦t❤❡r ✳ ✳ ✳ ■ ✇❛s ♦♥ ✜r❡✳✑ ✼✹
❉✐✛❡r❡♥t ❢r♦♠ t❤❡ s❝❡♥❡s ✐♥ t❤❡ ▲✐✈❡s ❤❡ ✇r♦t❡ ♦❢ ❤✐s ❜♦②s ✐s t❤❡ ✐♥tr♦❞✉❝t✐♦♥ ♦❢
t❤❡ ♣❛rt✐❝✐♣❛t✐♦♥ ♦❢ t❤❡ ♣r✐❡sts ❛♥❞ ❝❧❡r✐❝s ♦r st✉❞❡♥ts ❢♦r t❤❡ ♣r✐❡st❤♦♦❞ ✐♥ r❡❝r❡❛t✐♦♥
❛♥❞ ❣❛♠❡s ✐♥ ❛♥❞ ✳ ❚❤❡② ✇❡r❡ ✏❡✈❡r②✇❤❡r❡✳✑ ❆ ♥❡✇ ❣❛♠❡ ✐s ♠❡♥t✐♦♥❡❞ t♦♦ ✐♥
♠❛♥✉s❝r✐♣ts ❛♥❞ ✿ ✏tr❛❞❡s✳✑ ❈♦♠♣❛r❡❞ ✇✐t❤ t❤❡ ❛❝t✐✈✐t✐❡s ♦❢ ♣r✐❡sts ❛♥❞ ❝❧❡r✐❝s
❤❛✈❡ ❜❡❡♥ ✐♥t❡r❝❤❛♥❣❡❞ ✐♥ ❛♥❞ ✳ ◆♦✇ ❛ ♣r✐❡st ✐s r❡❧❛t✐♥❣ ❛ st♦r② ❛♥❞ ❛ ❝❧❡r✐❝ ❥♦✐♥s ✐♥
✇✐t❤ ✏❝❤❛s❡ t❤❡ ❞♦♥❦❡②✑ ❛♥❞ ✏tr❛❞❡s✑✳ ❚❤❛t ✐s ❛❝t✉❛❧❧② ♠✉❝❤ ❝❧♦s❡r t♦ ❞❛✐❧② r❡❛❧✐t② ❜❡❢♦r❡
✶✽✼✵✳ ❆t t❤❛t ♠♦♠❡♥t ♥♦t ♠❛♥② ♣r✐❡sts ✇❡r❡ ♣r❡s❡♥t ②❡t✳ ■♥ t❤✐s ♣❛rt ♦❢ t❤❡ ❞❡s❝r✐♣t✐♦♥✱
❛ ✈❡r② ✐♠♣♦rt❛♥t ❛s♣❡❝t ♦❢ t❤❡ ✜rst ♠❛♥✉s❝r✐♣t ✭✮✱ ✐s ❞r♦♣♣❡❞✿ ✏❝❧❡r✐❝s ❛♥❞ ♣r✐❡sts ❛r❡
t❤❡ ❤❡❛rt ❛♥❞ s♦✉❧ ♦❢ t❤❡ r❡❝r❡❛t✐♦♥✳✑ ❚❤❛t ❡❧❡♠❡♥t ✇✐❧❧ ❜❡ ✐♥s❡rt❡❞ ✐♥t♦ ♦♥❧② ❛❢t❡r
♦✉t❧✐♥✐♥❣ t❤❡ ♣❧❛②❣r♦✉♥❞ s❝❡♥❡ ✐♥ ✶✽✽✹ ✾ ❛♥❞ ✶✹❛♥❞ st✐❧❧ ❧❛t❡r ❛❧s♦ ✐♥ ♠❛♥✉s❝r✐♣t
✶✹
❚❤❡ ✐♠♣r❡ss✐♦♥ ♦❢ t❤❡ ❣❡♥❡r❛❧ ❛t♠♦s♣❤❡r❡ ✐♥ t❤❡ ♣❧❛②❣r♦✉♥❞ s❝❡♥❡ ❤❛s ❜❡❡♥ ♣r❡s❡r✈❡❞
❤♦✇❡✈❡r ❜♦t❤ ✐♥ t❤❡ ❜❡❣✐♥♥✐♥❣ ❛♥❞ ❛t t❤❡ ❡♥❞ ♦❢ t❤❡ t❛❧❦ ✇✐t❤ ❱❛❧❢rè✿ ✏❢✉❧❧ ♦❢ ❝❤❡❡r❢✉❧✲
♥❡ss✑ ❛♥❞ ✏t❤❡r❡ ✇❛s s✐♥❣✐♥❣ ❛♥❞ ❧❛✉❣❤✐♥❣ ♦♥ ❛❧❧ s✐❞❡s✳✑ ❚❤❡s❡ ✇♦r❞s ❛r❡ ❞❡❛r t♦ ❉♦♥
✼✶▼❇ ❱■✱ ♣♣✳ ✽✾✵❀ ❊▼❇ ❱■✱ ✺✷✺✳ ❇■❊❙▼❆◆❙✱ ❘✳✱ ❉❡ ❜r✐❡❢ ✉✐t ❘♦♠❡ ❛❛♥ ❞❡ ❥♦♥❣❡♥s✳✳✳✱ ♣♣✳ ✹✶✲✹✷✳
✼✷❇❖❙❈❖✱ ●✳✱ ■❧ s✐st❡♠❛ ♣r❡✈❡♥t✐✈♦✳✳✳✱ ✽✺✴■■■✳ ❈♦♥st✐t✉t✐♦♥s✳✳✳✱ ♣✳ ✷✹✾✳
✼✸■♥t❡r ❛❧✐❛ ✐♥ ●✳❇✳ ▲❡♠♦②♥❡✬s ❧❡tt❡r ❞❛t❡❞ ❆♣r✐❧ ✷✸ ✶✽✽✹✿ ✏❲❤❡♥ ❤❡ t❛❧❦s t♦ ♠❡ ❛❜♦✉t ❤✐s ♣❛st✱
❤❡ s♦♠❡t✐♠❡s s♠✐❧❡s✑ ✭❇❘❆■❉❖✱ P✳✲❆❘❊◆❆▲ ▲▲❆❚❆ ❘♦❣é❧✐♦✱ ●✐♦✈❛♥♥✐ ❇❛tt✐st❛ ▲❡♠♦②♥❡✳ ✳ ✳ ✱ ♣✳
✶✹✼✴✸✺✲✸✻✮✳ ❋r ▲❡♠♦②♥❡ ✇✐❧❧ ❤❛✈❡ ✐♥✈✐t❡❞ ❉♦♥ ❇♦s❝♦ ♠♦r❡ t❤❛♥ ♦♥❝❡ t♦ t❛❧❦ ❛❜♦✉t t❤❡ ♣❛st ❢♦r ❤❡
✇❛♥t❡❞ t♦ ❝♦❧❧❡❝t ❛s ♠✉❝❤ ✐♥❢♦r♠❛t✐♦♥ ❛s ♣♦ss✐❜❧❡ str❛✐❣❤t ❢r♦♠ t❤❡ ❤♦rs❡✬s ♠♦✉t❤✳ ❈❢✳ ❛❧s♦ ❛♥ ❡①tr❛❝t
❢r♦♠ ❛ ❧❡tt❡r ✇❤✐❝❤ ✐s ❦❡♣t ✐♥ t❤❡ ❙❛❧❡s✐❛♥ ❛r❝❤✐✈❡s ✐♥ ❘♦♠❡ ❛❝❝♦r❞✐♥❣ t♦ ▼✳ ❘✐❜♦tt❛✳ ❚❤❡ ❧❡tt❡r ✐s
♣r❡s❡r✈❡❞ ✉♥❞❡r ♥✉♠❜❡r ✷✼✷✳ ❙❡❡ ❘■❇❖❚❚❆✱ ▼✳✱ ❚❤❡ ❘♦♠❛♥ ▲❡tt❡r ♦❢ ✶✽✽✹ ❛♥❞ ✐ts ❛❢t❡r♠❛t❤ ✐♥✿
❏♦✉r♥❛❧ ♦❢ ❙❛❧❡s✐❛♥ ❙t✉❞✐❡s✱ ✈♦❧✳ ❱✱ ♥✉♠❜❡r ✷✱ ✶✾✾✹✱ ♣✳ ✸✳
✼✹❖❊ ❳■■■ ❬✶✻✾✲✶✼✵❪ ❛♥❞ ❖❊ ❳❳✱ ❈❛♣✳ ❱■■■ ❬✹✸❪✳ ■♥ ❋r❡♥❝❤ ✏❧❡s ❜❛rr❡s✑ ✭❈♦♥st✐t✉t✐♦♥s ❡t ❘è❣❧❡♠❡♥ts
✶✾✽✺✱ ♣✳ ✷✹✹✮ ❛♥❞ ✐♥ ●❡r♠❛♥ ✏❍✐♥❞❡r♥✐s❧❛✉❢ ✑ ✭❑♦♥s✐t✉t✐♦♥❡♥ ✉♥❞ ❙❛t③✉♥❣❡♥✱ ✶✾✽✺✱ ♣✳ ✷✺✸✮✳ ■♥
❈♦♥st✐t✉t✐♦♥s✳✳✳✿ ✏t✐❣✑✱ ♣✳ ✷✺✺✳
✼✶

8.2 Page 72

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❇♦s❝♦❀ ❤✐s ❢❛✈♦✉r✐t❡ ♦♥❡s t♦ ❝❤❛r❛❝t❡r✐③❡ t❤❡ ❛t♠♦s♣❤❡r❡ ✐♥ ❤✐s ❤♦✉s❡s✱ ❢♦r ❡①❛♠♣❧❡ ✐♥
❤✐s ❜✐♦❣r❛♣❤✐❡s ♦❢ ❜♦②s ❛t t❤❡ ❖r❛t♦r②✳ ❲❤❡♥ ❙❛✈✐♦ r❡✈❡❛❧❡❞ t♦ ❤✐s s♣✐r✐t✉❛❧ ❧❡❛❞❡r ❤✐s
r❡s♦❧✉t✐♦♥ t♦ ❜❡❝♦♠❡ ❛ s❛✐♥t✱ ❉♦♥ ❇♦s❝♦ r❡❛❝t❡❞ ❛s ❛ ❣♦♦❞ ❡❞✉❝❛t♦r✿ ✏■♥ t❤❡ ✜rst ♣❧❛❝❡
■ r❡q✉✐r❡❞ ❛ ❧♦♥❣ t❡r♠ ❛♥❞ ❜❛❧❛♥❝❡❞ ❝❤❡❡r❢✉❧♥❡ss✳ ✳ ✳ ■ r❡❝♦♠♠❡♥❞❡❞ ❤✐♠ t♦ t❛❦❡ ♣❛rt
✐♥ t❤❡ r❡❝r❡❛t✐♦♥ ✇✐t❤ ❤✐s ❢r✐❡♥❞s✳✑ ✼✺ ❉♦♥ ❇♦s❝♦ ✇❛s ♣r♦❜❛❜❧② ❛❢r❛✐❞ t❤❡ ❜♦② ♠✐❣❤t t❛❦❡
t❤✐♥❣s t♦♦ s❡r✐♦✉s❧②✳ ■♥ t❤❡ ❧✐❢❡ ♦❢ ❋r❛♥❝✐s ❇❡s✉❝❝♦ ✭✶✽✻✹✮ ❤❡ ❞❡❞✐❝❛t❡❞ ❛ ❝♦♠♣❧❡t❡ ❝❤❛♣✲
t❡r t♦ ✏❛❧❧❡❣r✐❛ ✑ ✭❝❤❡❡r❢✉❧♥❡ss✱ ❥♦②✮✳ ❉♦♥ ❇♦s❝♦ ❜❛❝❦s ❤✐♠ ✉♣✿ ✏■ ✇✐❧❧ s✉♣♣♦rt ②♦✉ ✇✐t❤
❛❧❧ ♠② ♠❡❛♥s✳ ■❢ ②♦✉ ✇❛♥t t♦ ❜❡ ❛ ❣♦♦❞ ❜♦②✱ t❤❡♥ ♣r❛❝t✐s❡ t❤r❡❡ t❤✐♥❣s ❛♥❞ ❡✈❡r②t❤✐♥❣
✇✐❧❧ r✉♥ s♠♦♦t❤❧②✳✑ ◆❡①t t❤❡ ❜♦② ❛s❦s✿ ✏❲❤✐❝❤ ❛r❡ t❤❡s❡ t❤r❡❡ t❤✐♥❣s❄✑ ❚❤❡♥ ❉♦♥ ❇♦s❝♦
❧✐sts ❛❧❧ t❤r❡❡✱ ✇❤✐❝❤ ❤❛✈❡ ❜❡❝♦♠❡ s♦ ❢❛♠♦✉s✿ ✏ ❆❧❧❡❣r✐❛✱ ❙t✉❞✐♦✱ P✐❡tà ✑ ❬❝❤❡❡r❢✉❧♥❡ss✱
st✉❞②✱ ♣✐❡t②✳✑ ❚❤❡ ❜♦② r❡❛❝ts ✐♠♠❡❞✐❛t❡❧② ❛♥❞ ✐♥ ❛♥ ❡①❛❣❣❡r❛t❡❞ ✇❛②✿ ✏❈❤❡❡r❢✉❧♥❡ss ✳ ✳ ✳
❝❤❡❡r❢✉❧♥❡ss✳ ✳ ✳ t♦ ♣❧❛② ❢r♦♠ ♠♦r♥✐♥❣ t✐❧❧ ♥✐❣❤t✳ ❉♦❡s t❤❛t ♣✉t ♠❡ ♦♥ t❤❡ r✐❣❤t tr❛❝❦❄✑
❚♦ ✇❤✐❝❤ ❉♦♥ ❇♦s❝♦ r❡♣❧✐❡s✿ ✏◆♦t ❢r♦♠ ♠♦r♥✐♥❣ t✐❧❧ ♥✐❣❤t✱ ❜✉t ♦♥❧② ❞✉r✐♥❣ t❤❡ ❤♦✉rs
❛❧❧♦✇❡❞ ❢♦r r❡❝r❡❛t✐♦♥✳✑ ✼✻
❚❤❡ ✉s❡ ♦❢ ❛ st②❧❡ ✜❣✉r❡ ✐♥❝❧✉s✐♦♥✱ ✐♥ ✇❤✐❝❤ ❝❡rt❛✐♥ ♣❛rts ♦❢ s♣❡❡❝❤ ♦r s❡♥t❡♥❝❡s ❛t t❤❡
❜❡❣✐♥♥✐♥❣ ♦❢ ❛ t❡①t ❛r❡ r❡♣❡❛t❡❞ ❧✐t❡r❛❧❧② ❛t t❤❡ ❡♥❞ ♦❢ ✐t✱ ✐s s✐❣♥✐✜❝❛♥t ✐♥ ❛♥❞ ✳ ■t
❡♠♣❤❛s✐③❡s ❤❡r❡ t❤❡ ♣r♦♠✐♥❡♥t ♣❧❛❝❡ ❥♦②❢✉❧ r❡❝r❡❛t✐♦♥ ✐♥ t❤❡ ♣❧❛②❣r♦✉♥❞ ❤❛s ✇✐t❤✐♥ t❤❡
♣r❡✈❡♥t✐✈❡ s②st❡♠✳
■t ✐s ♥♦t t❤❡ ✜rst t✐♠❡ t❤❛t t❤❡ r❡❝r❡❛t✐♦♥ s❝❡♥❡ ✐♥ t❤❡ ✏❡❛r❧② ❞❛②s ♦❢ t❤❡ ❖r❛t♦r②✑
✐s ❞❡s❝r✐❜❡❞ ✇✐t❤ ❡♥t❤✉s✐❛s♠ ❛♥❞ ❛ ❝❡rt❛✐♥ ♥♦st❛❧❣✐❛✳ ❉♦♥ ❇♦s❝♦ ❤✐♠s❡❧❢ ❤❛❞ ❞♦♥❡ s♦
❜❡❢♦r❡ ✐♥ ❛ ❣♦♦❞ ♥✐❣❤t ♠♦♠❡♥t ✐♥ ✶✽✻✽✳ ❍❡ t❤❡♥ r❡❧❛t❡❞✿ ✏■ s❡❡♠❡❞ t♦ st❡♣ ✐♥t♦ t❤❡
♣❧❛②❣r♦✉♥❞✳✳ ✳ ✳ ❙✉❞❞❡♥❧② t❤❡ ♣r❡s❡♥t✲❞❛② ❖r❛t♦r② ❝❤❛♥❣❡❞ ✐ts ❛♣♣❡❛r❛♥❝❡ ❛♥❞ ❧♦♦❦❡❞ ❛s
✐t ❤❛❞ ❜❡❡♥ ✐♥ ✐ts ✈❡r② ❜❡❣✐♥♥✐♥❣✱ ✇❤❡♥ ♦♥❧② t❤♦s❡ ❥✉st ♠❡♥t✐♦♥❡❞ ✇❡r❡ t❤❡r❡✳ ✳ ✳ ❆t t❤❛t
t✐♠❡ ♦✉r ♣❧❛②❣r♦✉♥❞ ❛❞❥♦✐♥❡❞ ✈❛st✱ ✉♥t✐❧❧❡❞ ✜❡❧❞s str❡t❝❤✐♥❣ ✉♣ t♦ t❤❡ ❝✐t❛❞❡❧ ♠❡❛❞♦✇s
✇❤❡r❡ ♦✉r ❜♦②s ✉s❡❞ t♦ str❛② ✐♥ t❤❡✐r ❣❛♠❡s✳ ✳ ✳ ■ ❦❡♣t ✇❛t❝❤✐♥❣ t❤❡ ✈✐♥❡ ✇✐t❤ ✇✐❞❡ ♦♣❡♥
❡②❡s ✇✐t❤♦✉t ❜❧✐♥❦✐♥❣ ♦♥❝❡✳ ❙✉❞❞❡♥❧② ❛❧❧ t❤❡ ❣r❛♣❡s ❢❡❧❧ t♦ t❤❡ ❣r♦✉♥❞ ❛♥❞ t✉r♥❡❞ ✐♥t♦
❛ ❝r♦✇❞ ♦❢ ❧✐✈❡❧②✱ ❝❤❡❡r❢✉❧ ❜♦②s✳ ■♥ ♥♦ t✐♠❡ t❤❡ ✇❤♦❧❡ ♣❧❛②❣r♦✉♥❞ ♦❢ t❤❡ ❖r❛t♦r② ❛♥❞
t❤❡ ❛r❡❛ ❝♦✈❡r❡❞ ❜② t❤❡ ✈✐♥❡ ✇❡r❡ ✜❧❧❡❞ ✇✐t❤ ❜♦②s ✇❤♦ ✇❡r❡ ❥✉♠♣✐♥❣ ❛❜♦✉t✱ ♣❧❛②✐♥❣ ❛♥❞
❤❛✈✐♥❣ ❛ ❣r❛♥❞ t✐♠❡✳ ■t ✇❛s ❛ s✐❣❤t t♦ ❜❡❤♦❧❞✳ ❚❤❡r❡ ✉♥❞❡r t❤❛t ✉♥✉s✉❛❧ ❛r❜♦✉r ■ ❝♦✉❧❞
s❡❡ ❛❧❧ t❤❡ ❜♦②s ✇❤♦ ❤❛✈❡ ❡✈❡r ❜❡❡♥✱ ❛r❡✱ ♦r ✇✐❧❧ ❜❡ ❛t t❤❡ ❖r❛t♦r② ❛♥❞ ♦t❤❡r ❙❛❧❡s✐❛♥
s❝❤♦♦❧s✳ ❱❡r② ♠❛♥② ✇❡r❡ ✉♥❦♥♦✇♥ t♦ ♠❡✳✑ ✼✼ ✺✲✼✱ ❝♦❧✉♠♥ ✻❪
❚❤❡ ❧❡❛st ❝♦♠♠❡♥t ✇❡ ❝❛♥ ♠❛❦❡ ❤❡r❡ ✐s t❤❛t ❉♦♥ ❇♦s❝♦ ❝❛rr✐❡❞ ❛♥ ❡①tr❡♠❡❧② ♣♦s✐t✐✈❡
♣✐❝t✉r❡ ✐♥ ❤✐s ❤❡❛rt ♦❢ t❤❡ ✏❡❛r❧② ❞❛②s ♦❢ t❤❡ ❖r❛t♦r②✑ ❛♥❞ ❧✐❦❡❞ ❡♠♣❤❛s✐③✐♥❣ ✐t ❛s ❛ ♠♦❞❡❧
s✐t✉❛t✐♦♥ ✇❤✐❝❤ ✇❛s t♦ ❜❡ ♣❡r♣❡t✉❛t❡❞✳ ■t ✇❛s ❛ ♣✐❝t✉r❡ ❤❡ ❤❛❞ ✐♥ ♠✐♥❞ ✇❤❡♥ t❛❧❦✐♥❣
t♦ ❋r ▲❡♠♦②♥❡ ✐♥ ❘♦♠❡✳ ■t ✇❛s ❛ ♣✐❝t✉r❡ ▲❡♠♦②♥❡ ❤❛❞ ❜❡❡♥ ❢❛♠✐❧✐❛r ✇✐t❤ ❢♦r ❛ ❧♦♥❣
t✐♠❡ ❛❧r❡❛❞②✳ ❍❡ ❤❛❞ ❜❡❡♥ ♣r❡s❡♥t ✇❤❡♥ ❉♦♥ ❇♦s❝♦ ❤❛❞ ❜❡❡♥ t♦r♠❡♥t❡❞ ❜② ♥✐❣❤t♠❛r❡s
❞✉r✐♥❣ ❤✐s st❛② ❛t ▲❛♥③♦✳ ❍❡ ✇❛s t❤❡ r❡❝t♦r t❤❡r❡ ❛t t❤❡ t✐♠❡ ❛♥❞ ❤❛❞ ❤❡❛r❞ ❉♦♥ ❇♦s❝♦
✼✺❖❊ ❳■ ❬✷✵✶❪✳
✼✻❖❊ ❳❱ ❬✸✸✷✲✸✸✸❪✳ ▼♦r❡ ♦♥ ❝❤❡❡r❢✉❧♥❡ss✱ ❤❛♣♣✐♥❡ss✱ ❥♦② ✐♥ ❉♦♥ ❇♦s❝♦✬s ❡❞✉❝❛t✐♦♥❛❧ ♠❡t❤♦❞ ✐♥ ❇■❊❙✲
▼❆◆❙✱ ❘✳✱ ❉❡ ❜r✐❡❢ ✉✐t ❘♦♠❡ ❛❛♥ ❞❡ ❥♦♥❣❡♥s✳✳✳✱ ♣♣✳ ✹✽✲✺✶✳
✼✼▼❇ ■❳✱ ♣♣✳ ✶✺✻✲✶✺✽❀ ❊▼❇ ■❳✱ ♣♣✳ ✼✼✲✽✵✳ ❆❧s♦ ✐♥ t❤❡ ❜❡❣✐♥♥✐♥❣ ♦❢ t❤❡ s❡q✉❡❧ t♦ t❤❛t st♦r② ✐♥ ✶✽✻✽✿
✏t❤❡ ❝❤✉r❝❤ ♦❢ ▼❛r②✱ ❍❡❧♣ ♦❢ ❈❤r✐st✐❛♥s ❛♥❞ ❛❧❧ ♦✉r ♣r❡s❡♥t ❜✉✐❧❞✐♥❣s ❛❜r✉♣t❧② ❞✐s❛♣♣❡❛r❡❞✳✑ ❆♥❞
❛❣❛✐♥ ❤❡ s❛✇ ✏t❤❡ ♦❧❞ P✐♥❛r❞✐ s❤❡❞✑ t♦❣❡t❤❡r ✇✐t❤ ❛ ❢❡✇ ❝♦✲✇♦r❦❡rs✳ ✭▼❇ ■❳✱ ♣✳ ✶✻✶❀ ❊▼❇ ■❳✱ ♣✳
✽✶✮✳ ■t ❧♦♦❦s ❛s ✐❢ ●✳❇✳ ▲❡♠♦②♥❡ ✇❡r❡ ✉s✐♥❣ t❤❛t ❢♦r♠❡r ❞❡s❝r✐♣t✐♦♥✳
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❝r② ✐♥ ❤✐s r♦♦♠✳
✸✳✷✳✷✳✸ ❚❤❡ ✐♠♣r❡ss✐♦♥ t❤❡ r❡❝r❡❛t✐♦♥ ♠❛❞❡ ♦♥ ❉♦♥ ❇♦s❝♦ ❬✻❪
❇❡❢♦r❡ ❞❡s❝r✐❜✐♥❣ ❉♦♥ ❇♦s❝♦✬s r❡❛❝t✐♦♥✱ ❏✳❇✳ ▲❡♠♦②♥❡ ✐♥s❡rts ❛ ♥❡✉tr❛❧ ❛♣♣r❡❝✐❛t✐♦♥ ♦❢
t❤❡ ❡✈❡♥t✳ ■t ❤❛s ✐♥❞❡❡❞ ♥♦t ❜❡❡♥ ♣✉t ✐♥t♦ ❱❛❧❢rè✬s ♠♦✉t❤ ♥♦r ✐♥t♦ ❉♦♥ ❇♦s❝♦✬s✳ ■t ❝❛♥
s✐ ✈✐❞❡✈❛ ❜❡ ❞❡❞✉❝❡❞ ❢r♦♠ t❤❡ ✉s❡ ♦❢ t❤❡ ✐♥❞❡✜♥✐t❡ ✏♦♥❡✑ ♦r ②♦✉✿ ✏❨♦✉ ❝♦✉❧❞ s❡❡✳ ✳ ✳ ✑
✳ ❆s
✐❢ s✉❞❞❡♥❧② ❛ t❤✐r❞ ♥❡✉tr❛❧ ♦❜s❡r✈❡r✱ ❢♦r t❤❛t ♠❛tt❡r t❤❡ ❡❞✐t♦r ❤✐♠s❡❧❢✱ ✇❛s ❧♦♦❦✐♥❣ ♦♥✳
❙t✐❧❧✱ t❤❡ ❝♦♥t❡♥t ♦❢ t❤❡ ❝♦♠♠❡♥t ✐s ♥♦ ❛r❜✐tr❛r② ✐♥t❡r✈❡♥t✐♦♥ ♦❢ t❤❡ ❡❞✐t♦r✱ ❢♦r t❤❡ ✜rst
♥♦t❡s ✭ ✮ ❛❧r❡❛❞② ❝♦♥t❛✐♥ t❤❡ s✉❣❣❡st✐♦♥ ❢♦r t❤❡ ❡❞✐t♦r✿ ✏❲❛r♠ ❝♦♥✜❞❡♥❝❡ s❤♦✉❧❞ ❡♥t❡r✳✑
▲❡♠♦②♥❡ ❤♦✇❡✈❡r ❤❛♥❞❧❡s t❤✐s ✐♥ ❛❧❧ ❢r❡❡❞♦♠✱ ♥♦t s♦ ✐♥ t❤❡ ✇♦r❦✐♥❣ ♦✉t ♦❢ ✱ ❜✉t ❤❡
❑ ❉ ❞♦❡s s♦ ✐♥ ❛♥❞ t❤❡♥ ❛❧s♦ ✐♥ ✳ ■♥ t❤❡ ✜rst ❤❡ ♣✉ts t❤❡ ❡❧❡♠❡♥t ✉♣ ❢r♦♥t✳ ■♥ ♠❛♥✉s❝r✐♣t
t❤❡ ✐♥❞✐❝❛t✐♦♥ ❢♦r ❛ ❝❤❛♥❣❡ ♦❢ ❝♦✉rs❡ ❧❡❛❞✐♥❣ t♦ ❛ ❝✉r❡ ❢♦r t❤❡ s✐t✉❛t✐♦♥ ✐♥ ❱❛❧❞♦❝❝♦
❛♣♣❡❛rs ♦♥❧② ❧❛t❡r ✐♥ t❤❡ tr❛✐♥ ♦❢ t❤♦✉❣❤t✳ ❚❤❡ ❛❞✈❛♥❝❡❞ ✐♥s❡rt✐♦♥ ❞♦❡s ♥♦t st♦♣ t❤❡
❡❞✐t♦r ❤♦✇❡✈❡r ❢r♦♠ r❡s✉♠✐♥❣ t❤❡ ♠❛tt❡r ✐♥ ❇✉③③❡tt✐✬s ❝♦♠♠❡♥t ❧❛t❡r✳✶✻❙✉❜s❡q✉❡♥t❧②
❤❡ ❞❡✈❡❧♦♣s ❉♦♥ ❇♦s❝♦✬s ✐♥s✐❣❤t ✐♥ ❤✐s ✈❡r② ♦✇♥ ✇❛②✳ ■♥
❤❡ ❝❤❛♥❣❡❞ t❤❡ ❛❞❥❡❝t✐✈❡
✏❝♦r❞✐❛❧✑ ❢r♦♠ ✐♥t♦ ❛ ♥♦✉♥ ✏❝♦r❞✐❛❧✐t②✑✱ ✇❤✐❝❤ ❛s s✉❝❤ ❛♥❞ ✇✐t❤ t❤❛t ✐♥t❡♥s✐t② ❞♦❡s ♥♦t
❛♣♣❡❛r ✐♥ ❉♦♥ ❇♦s❝♦✬s ✇r✐t✐♥❣s✱ ❝♦♥❢❡r❡♥❝❡s ❛♥❞ s♣❡❡❝❤❡s ❛s ❛ r✉❧❡✳✼✽ ■t ❞♦❡s ❛♣♣❡❛r ✇✐t❤
❋r ▲❡♠♦②♥❡ t❤♦✉❣❤✳ ❙♦ ❛❧s♦ ✐♥ ❤✐s ❧❡tt❡r ❢r♦♠ ❘♦♠❡ ❞❛t❡❞ ❆♣r✐❧ ✶✵✳ ■♥ ✐t ❤❡ ✐♥❢♦r♠❡❞
❋r ❘✉❛ t❤❛t ❉♦♥ ❇♦s❝♦✱ ✏✇❤♦ ✇❛s ✈❡r② t✐r❡❞✑ ❤❛❞ ❛❝❝❡♣t❡❞ t❤❡ ✐♥✈✐t❛t✐♦♥ ✇❤✐❝❤ ❈♦✉♥t
❝♦r❞✐❛❧✐tà ❘✐❛♥t ❤❛❞ ❢♦r✇❛r❞❡❞ t♦ ❤✐♠ ✇✐t❤ t❤❡ ❣r❡❛t❡st ❝♦r❞✐❛❧✐t②✳✑ ✼✾ ❚❤❡r❡ ❤❡ ♣r❡❢❡rr❡❞
✭❝♦r❞✐❛❧✐t②✮ t♦ ✏❛♠❛❜✐❧✐tà✑ ✭❛♠✐❛❜✐❧✐t②✮✱ ❛✛❛❜✐❧✐tà ✭❛✛❛❜✐❧✐t②✮✱ ❜❡♥❡✈♦❧❡♥③❛ ✭❜❡♥❡✈♦❧❡♥❝❡✮✱
❛♠♦r❡✈♦❧❡③③❛ ♦r ✏
✑ ✭❦✐♥❞♥❡ss✱ ❢r✐❡♥❞❧✐♥❡ss✮✳✽✵ ▼♦r❡♦✈❡r ❤❡ ❥✉①t❛♣♦s❡s t❤❡ ✐♠♣♦rt❛♥t ❝♦♥✲
❝❡♣t ♦❢ ✏tr✉st✑ ♦r ✏❝♦♥✜❞❡♥❝❡✑ ✐♥ ✱ ❛❧s♦ ❛❝❝♦♠♣❛♥✐❡❞ ❜② t❤❡ ❤②♣❡r❜♦❧❡ ✏❣r❡❛t❡st✑✳ ❚❤✉s
❤❡ ♣r❡♣❛r❡s t❤❡ ✜rst ♣♦st✲❝♦♠♠❡♥t ♦❢ ❱❛❧❢rè ✐♥ ✳ ❚❤❡ ♠♦r❡ ❣❡♥❡r❛❧ ❡✛❡❝t ♦❢ t❤❡ s❤✐❢t ❛♥❞
t❤❡ r❡♣❡t✐t✐♦♥ ✐s ♦❢ ❝♦✉rs❡ t❤❡ ♠✉❝❤ str♦♥❣❡r r❡s♦♥❛♥❝❡ ♦❢ ❜♦t❤ ❡❧❡♠❡♥ts ✐♥ t❤❡ ✇r✐tt❡♥
❝♦♠♠✉♥✐❝❛t✐♦♥ t♦ t❤❡ ❝♦♥❢r❡r❡s✳
❚❤❡ r❡❛❞❡r ❝❛♥ s❡♥s❡ s♦♠❡t❤✐♥❣ ❡❧s❡ ✐♥ t❤✐s s❡♥t❡♥❝❡ ✐♥ ❜❡t✇❡❡♥✿ ♣r❡❝✐s❡❧② t❤❡ ❜♦②s✬
❛tt✐t✉❞❡ t♦✇❛r❞s ❛ss✐st❛♥ts✱ t❡❛❝❤❡rs ❛♥❞ s✉♣❡r✐♦rs ✐s ❝❤❛r❛❝t❡r✐③❡❞ ✐♥ t❤❡ ❡❞✐t✐♦♥ ♦❢ t❤❡
❧❡tt❡r t♦ t❤❡ ❜♦②s✳ ❚❤❡r❡❢♦r❡ ✏②♦✉♥❣st❡rs✑ ✭♦r ❥✉st ✬❜♦②s✬✮ ❥✉st✐✜❛❜❧② ❝♦♠❡s ✜rst ✐♥✿
✏❜❡t✇❡❡♥ ②♦✉♥❣st❡rs ❛♥❞ s✉♣❡r✐♦rs✳✑ ✽✶ ■t ❤❛s r❡♠❛✐♥❡❞ s♦ ✐♥ t❤❡ ✈❡rs✐♦♥ ❢♦r t❤❡ ❙❛❧❡s✐❛♥s
t❤♦✉❣❤ ♣❛rts ❛r❡ r❡✈❡rs❡❞ ✐♥ t❤❡ ❝♦♠♠❡♥t t❤❛t ❢♦❧❧♦✇s✳
❚❤❡ ❛❝t✉❛❧ ❝♦♠♠❡♥t ✐s ♣r❡❝❡❞❡❞ ❜② t❤❡ ✐♠♣r❡ss✐♦♥ ✇❤✐❝❤ t❤❡ r❡❝r❡❛t✐♦♥ ♠❛❞❡ ♦♥ ❉♦♥
❇♦s❝♦ ❛♥❞ ✇❤✐❝❤ ✐s ♠❛❞❡ ❝❧❡❛r t❤r♦✉❣❤ t❤❡ ✜rst✲♣❡rs♦♥ ♥❛rr❛t♦r✿ ✏■ ✇❛s ❡♥❝❤❛♥t❡❞ ❜②
t❤❛t s♣❡❝t❛❝❧❡✳✑ ❆s ❉♦♥ ❇♦s❝♦ ✐s s✐❧❡♥t ❛❢t❡r✇❛r❞s✱ ❱❛❧❢rè ❝❛♥ t❛❦❡ t❤❡ ✐♥✐t✐❛t✐✈❡✳
✼✽
❈❢✳
❢♦r
t❤✐s
❇■❊❙▼❆◆❙✱
❘✳✱
❉❡
❜r✐❡❢
✉✐t
❘♦♠❡
❛❛♥
❞❡
❥♦♥❣❡♥s✳✳✳
♣♣✳
✺✹✲✺✺✳
✼✾
❇❘❆■❉❖✱
P✳✲
❆❘❊◆❆▲
▲▲❆❚❆
❘♦❣é❧✐♦✱
❉♦♥
●✐♦✈❛♥♥✐
❇❛tt✐st❛
▲❡♠♦②♥❡✳✳✳
♣✳
✶✸✼✴✶✵✲✶✶✳
✽✵
▼♦r❡
✐♥❢♦
♦♥
t❤✐s
✐♥
❇■❊❙▼❆◆❙✱
❘✳✱
❆♠♦r❡✈♦❧❡③③❛✳✳✳
♣♣✳
✶✼✶✲✶✽✾❀
✸✸✲✸✼✳
✽✶
❇■❊❙▼❆◆❙✱
❘✳✱
❉❡
❜r✐❡❢
✉✐t
❘♦♠❡
❛❛♥
❞❡
❥♦♥❣❡♥s✳✳✳
♣♣✳
✺✽✲✺✾✳
✼✸

8.4 Page 74

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✸✳✷✳✷✳✹ ❱❛❧❢rè✬s ❝♦♠♠❡♥t ❢♦❝✉s❡s ♦♥✿ ✏❈❧♦s❡♥❡ss ❬❢❛♠✐❧✐❛r✐t②❪ ❧❡❛❞s t♦ ❛✛❡❝t✐♦♥ ❛♥❞
❛✛❡❝t✐♦♥ ❜r✐♥❣s ❝♦♥✜❞❡♥❝❡✳✑ ❬✻❪
❖♥ t❤❡ ♦♥❡ ❤❛♥❞ ❤✐s ❛❢t❡r✲❝♦♠♠❡♥ts ❝♦♥s✐st ♦❢ ❛ ♠❛✐♥ t❤♦✉❣❤t ✇❤✐❝❤ ✇❛s ❛❧r❡❛❞② ♣r♦♠✐✲
❇ ❇ ♥❡♥t❧② ♣r❡s❡♥t ✐♥ ♠❛♥✉s❝r✐♣t ❛♥❞ t❤❡♥ ✐♥ ❈✱ ❜✉t ✇❛s st✐❧❧ s♣♦❦❡♥ ❜② ❇✉③③❡tt✐ ✐♥ ✱
❛♥❞ ♦♥ t❤❡ ♦t❤❡r ❤❛♥❞ t❤❡② ❞❡s❝r✐❜❡ ❡✛❡❝ts ♦❢ tr✉st✱ ✇❤✐❝❤ ❤❛❞ ❜❡❡♥ ❜r♦✉❣❤t ❛❜♦✉t ✐♥ ❛
❆ ❇ ❈ ♣❛rt✐❝✉❧❛r ✇❛②✳ ❚❤♦s❡ ❛r❡ ❡❧❡♠❡♥ts ✇❡ ✐♥❞❡❡❞ ✜♥❞ ✐♥ ❛♥❞ ❛❧s♦ ✐♥ ❛♥❞ ✱ ❛❧❜❡✐t ❛t
❛ ❞✐✛❡r❡♥t ♠♦♠❡♥t ♦❢ r❡✢❡❝t✐♦♥ ♦♥ ✇❤❛t t❤❡ ❞✐s❝✉ss✐♦♥ ♣❛rt♥❡rs ❤❛✈❡ s❡❡♥ ❤❛♣♣❡♥✐♥❣✳✽✷
❈✱ ❑ ❉ ❚❤❡ ♠❛✐♥ t❤♦✉❣❤t ✇❤✐❝❤ ❱❛❧❢rè ❢♦r♠✉❧❛t❡s ✐♥ t❤❡ t❤r❡❡ ✈❡rs✐♦♥s ✭
❛♥❞ ✮✱ ✐s ❛❧s♦
t②♣✐❝❛❧ ♦❢ t❤❡ ♠❛✐♥ ❢❡❛t✉r❡ ♦❢ t❤❡ ♣❧❛②❣r♦✉♥❞ s❝❡♥❡✿ ✏❨♦✉ s❡❡✿ ❝❧♦s❡♥❡ss ✭❢❛♠✐❧✐❛r✐t②✮ ❧❡❛❞s
❢❛♠✐❣❧✐❛r✐tà t♦ ❛✛❡❝t✐♦♥ ❛♥❞ ❛✛❡❝t✐♦♥ ❜r✐♥❣s ❝♦♥✜❞❡♥❝❡✳✑ ❆s ❥✉st ♠❡♥t✐♦♥❡❞✱ t❤❡ ✇♦r❞ ✏
s❤♦✇s ✉♣ ❛❧s♦ ✐♥ ✱ ❡✈❡♥ t✇✐❝❡✳ ❙✉r♣r✐s✐♥❣❧②✱ t❤❡ ✇♦r❞ t✉r♥s ✉♣ t❤❡r❡ ❛♥❞ ♣r♦❞✉❝❡s ❛♥
❡♥✐❣♠❛t✐❝ ❡✛❡❝t ❛t t❤❡ s❛♠❡ t✐♠❡✳ ■t ✐s s✉r♣r✐s✐♥❣ ❜❡❝❛✉s❡ ❉♦♥ ❇♦s❝♦ ❤❛❞ ♥♦t ♣r❡✈✐♦✉s❧②
❢❛♠✐❣❧✐❛r✐tà ♦r ❤❛❞ ❤❛r❞❧② ❡✈❡r s♣♦❦❡♥ ♦r ✇r✐tt❡♥ t❤❡ ✇♦r❞ ✏
✑ ✐♥ ❣♦♦❞ ♥✐❣❤ts ❛♥❞ ❧❡tt❡rs
✇✐t❤ s✉❝❤ ❛ ♣♦s✐t✐✈❡ s✉❣❣❡st✐♦♥✳ ■t ✇❛s ❡♥✐❣♠❛t✐❝ ❜❡❝❛✉s❡ ♥♦ ❡①♣❧❛♥❛t✐♦♥ ❛t ❛❧❧ ❢♦❧❧♦✇❡❞
❇ ❈ ✐♥ ✳ ❙♦♠❡ ❝❧❛r✐✜❝❛t✐♦♥ ✜rst t✉r♥❡❞ ✉♣ ✐♥ ♠❛♥✉s❝r✐♣t ✳ ❇✉t ❡✈❡♥ t❤❡r❡ t❤❡ ♥♦t✐✜❝❛t✐♦♥
❞✐❞ ♥♦t ❝♦♥t❛✐♥ ❛ ❞❡✜♥✐t✐♦♥ ♦❢ t❤❡ ❝♦♥❝❡♣t✳ ▲❡♠♦②♥❡ r❡❢❡rr❡❞ ✏♦♥❧②✑ t♦ t❤❡ ♣♦s✐t✐✈❡ ❡✛❡❝t
♦❢ ✏ ❢❛♠✐❣❧✐❛r✐tà✑ ✐♥ ❡❞✉❝❛t✐♦♥ ❜② ♣♦✐♥t✐♥❣ ♦✉t t❤❛t ✏❢❛♠✐❣❧✐❛r✐tà✑ ❣❡♥❡r❛t❡s ❛✛❡❝t✐♦♥✳ ■♥
✐ts t✉r♥ ❛✛❡❝t✐♦♥ ✏❜r✐♥❣s ❝♦♥✜❞❡♥❝❡✑✳ ❇② t❤❡ ✇❛②✱ ■ s❤♦✉❧❞ ❧✐❦❡ t♦ ♠❡♥t✐♦♥ t❤❛t t❤❡
t❤♦✉❣❤t ✈❡r② ♠✉❝❤ ❧❡❛♥s ♦♥ ❛ r❡❝♦♠♠❡♥❞❛t✐♦♥ ❜② ❋✳ ❆♣♦rt✐✳ ❚❤✐s ❚✉r✐♥❡s❡ ♣❡❞❛❣♦❣✉❡
❛♠♦r❡ ❛❞✈✐s❡❞ t❤❡ t❡❛❝❤❡r ♦r s❝❤♦♦❧♠❛st❡r ✏t♦ ✇✐♥ t❤❡ ❧♦✈❡ ✭
✮ ❛♥❞ tr✉st ♦❢ ❤✐s ♣✉♣✐❧s
❜② ❤✐s ✇❛②s ♦❢ ❞❡❛❧✐♥❣ ✇✐t❤ t❤❡♠✳✑ ❙t✐❧❧✱ ❆♣♦rt✐ ♣r❡❢❡rr❡❞ t❤❡ ❣❡♥❡r❛❧ ✏✇❛②s ♦❢ ❞❡❛❧✐♥❣
❢❛♠✐❣❧✐❛r✐tà ✇✐t❤✑ t♦ ✏
✑✱ ♥♦ ❞♦✉❜t ❜❡❝❛✉s❡ ❤❡ ❛❧s♦ ✇❛♥t❡❞ t♦ ✇❛r♥ ✏♥♦t t♦ ♦✈❡r❞♦ t❤✐s
❛✛❡tt♦ ❜❛s✐❝ ♣r✐♥❝✐♣❧❡ t♦ t❤❡ ❡①t❡♥t t❤❛t ❛✛❡❝t✐♦♥ ✭
✮ ❛♥❞ tr✉st ✇♦✉❧❞ ❞❡❣❡♥❡r❛t❡ ✐♥t♦
❢❛♠✐❣❧✐❛r✐tà
✑✳✽✸ ❚❤✐s r❡s❡r✈❛t✐♦♥ str♦♥❣❧② ❞✐st✐♥❣✉✐s❤❡s ❆♣♦rt✐✬s ❝♦♥✈✐❝t✐♦♥ ❢r♦♠ t❤❡
✉♥❝♦♥❞✐t✐♦♥❛❧✱ ♣♦s✐t✐✈❡ ❝❤♦✐❝❡ ♦❢ ❋r ▲❡♠♦②♥❡ ❛♥❞ ♠❛②❜❡ ❉♦♥ ❇♦s❝♦ ❤✐♠s❡❧❢✱ ♠♦st s✉r❡❧②
❈ ❉ s♦ ✐♥ t❤❡ ❧❡tt❡r t♦ t❤❡ ❜♦②s ❛♥❞ ❛❧s♦ ✐♥ t❤❡ ❝✐r❝✉❧❛r ✭♠❛♥✉s❝r✐♣ts ❛♥❞ ✮ t♦ t❤❡ ❛❞✉❧ts✳
❆❢t❡r t❤❡ ❛♣❤♦r✐s♠ ♦❢ t❤❡ ♠❛✐♥ t❤♦✉❣❤t t❤❡ ❡❞✐t♦r ✐♥s❡rts ❛ ❢r❛❣♠❡♥t ✇❤✐❝❤ ❝❛♥ ❜❡
❢♦✉♥❞ ♦♥❧② ❛t t❤❡ ❡♥❞ ♦❢ ♠❛♥✉s❝r✐♣t ✿ ✏❆♥❞ t❤❡♥ t❤❡ ②♦✉♥❣ ♣❡♦♣❧❡ ❡①♣r❡ss ❡✈❡r②t❤✐♥❣
✇✐t❤♦✉t ❢❡❛r✑ ✉♣ t♦ ❛♥❞ ✐♥❝❧✉❞✐♥❣ ✏❜② ♦♥❡ ✇❤♦ t❤❡② ❦♥♦✇ ❧♦✈❡s t❤❡♠✳✑ ❚❤✐s ❡①♣❧❛✐♥s t❤❡
✐t❛❧✐❝s ✐♥ t❤❡ ❈ ❝♦❧✉♠♥ ♦❢ t❤❡ s②♥♦♣t✐❝ s✉r✈❡② ♦♥ ♣✳ ✻■♥ ♠❛♥✉s❝r✐♣t ❛❧♠♦st ♥♦t❤✐♥❣
♦❢ t❤✐s ♥♦t✐✜❝❛t✐♦♥ ✐♥ ❝❛♥ ❜❡ ❢♦✉♥❞✳ ■♥ t❤❡ ❡❧❛❜♦r❛t✐♦♥ ❢♦r t❤❡ ❙❛❧❡s✐❛♥s t❤❡ ❡❞✐t♦r
❞♦❡s ❝♦♣② ❢✉❧❧② t❤❡ t❤♦✉❣❤ts ❢r♦♠ t❤❡ r❡♣❡t✐t✐♦♥ ✐♥ ✳ ■♥ t❤✐s ✇❛② ❤♦✇❡✈❡r ❤❡ ❞♦❡s ♥♦t
❢❛♠✐❣❧✐❛r✐tà ❞❡✜♥❡ t❤❡ ✇♦r❞ ✏
✑ ♣r❡❝✐s❡❧②✳ ❚❤❡ r❡❛❞❡rs ❤❛✈❡ t♦ ❝♦♥str✉❡ t❤❡ ❞❡✜♥✐t✐♦♥ ❢♦r
❛♠✐❣❧✐❛r✐tà ❇ ✽✷❚❤❡ ♠❛✐♥ ✐❞❡❛ ♦❢ ✏❢
✑ ✉♥❞❡r ✇❛s ♦✈❡r❧♦♦❦❡❞ ✐♥ t❤❡ ❉✉t❝❤ s②♥♦♣t✐❝ t❛❜❧❡s✳ ❈❢✳ ❇■❊❙▼❆◆❙✱
❘✳✱ ❉❡ ❜r✐❡❢ ✉✐t ❘♦♠❡ ❛❛♥ ❞❡ ❥♦♥❣❡♥s✳ ✳ ✳ ✱ ♣✳ ✽✺ ❛♥❞ ❍✉❧♣❜♦❡❦❥❡✱ ♣✳ ✼ ❚❤❡ ♣❛rts ✐♥ t❤❛t ❝♦❧✉♠♥ ✇❡r❡
♣r✐♥t❡❞ ✐♥ ❛ ❝✉rs✐✈❡ ❧❡tt❡r t②♣❡ ❜❡❝❛✉s❡ t❤❡ ❡①♣❧❛♥❛t✐♦♥ ✐♥ ❛♣♣❡❛rs ✐♥ ❛♥♦t❤❡r s♣♦t✳
Pr❡✈❡♥✐r❡✳ ✳ ✳ ❛✛❡tt♦ ✽✸❇❘❆■❉❖✱ P✳✱
✱ ♣♣✳ ✶✵✽✲✶✵✾✳ ❚❤❡♥ ❋✳ ❆♣♦rt✐ ✉s❡❞ ❛❧s♦ t❤❡ ✇♦r❞ ✏
✑✳ ■♥ s♦♠❡
❛♠♦r❡ ❛✛❡tt♦ ♠❛♥✉s❝r✐♣ts ♦❢ t❤❡ ❝✐r❝✉❧❛r t♦ t❤❡ ❙❛❧❡s✐❛♥s ✏
✑ ✐♥ ❱❛❧❢rè✬s ❛♣❤♦r✐s♠ ✇❛s r❡♣❧❛❝❡❞ ❜② ✏
✑✳
▲❛ ❧❡tt❡r❛✳ ✳ ✳ ✭❊ ■❱✱ ♣✳ ✷✻✷ ❛♥❞ ❇❘❆■❉❖✱ P✳✱
✱ ♣✳ ✶✾✳✮ ❖♥ ❝♦♥t❛❝ts ♦❢ ❉♦♥ ❇♦s❝♦ ❛♥❞ ❤✐s ❝♦✲
●✳❆✳ ❘❛②♥❡r✐ ♥❡❣❧✐ ✇♦r❦❡rs ✇✐t❤ ❋✳ ❆♣♦rt✐ ❛♥❞ ♣❛rt✐❝✉❧❛r❧② ●✳❆✳ ❘❛②♥❡r✐ s❡❡ P❘❊▲▲❊❩❖✱ ❏✳▼✳✱
s❝r✐tt✐ ♣❡❞❛❣♦❣✐❝✐ s❛❧❡s✐❛♥✐✱ ❖r✐❡♥t❛♠❡♥t✐ ♣❡❞❛❣♦❣✐❝✐✱ ❆♥♥♦ ❳❳❳❳ ♥♦✳ ✻✱ ✶✾✾✸✱ ♣♣✳ ✶✵✹✸✲✶✵✹✼✳ ❆❧s♦
P✳ ❉❡ ❉❛♠❛s ✇r♦t❡ ❧❛t❡r ♦♥✿ ✏❚❤❡② ✐♥ t✉r♥ ❜❡❝♦♠❡ ②♦✉♥❣st❡rs ✇✐t❤ t❤❡ ②♦✉♥❣st❡rs ✇✐t❤♦✉t ❤♦✇❡✈❡r
❧♦s✐♥❣ t❤❡ ❞✐❣♥✐t② ✇❤✐❝❤ ❡♥t❛✐❧s r❡s♣❡❝t✱ ❛♥❞ ✇✐t❤♦✉t st❡♣♣✐♥❣ ❞♦✇♥ t♦ t❤✐s ❦✐♥❞ ♦❢ ❢❛♠✐❧✐❛r✐t② ✇❤✐❝❤
❡♥t❛✐❧s ❝♦♥t❡♠♣t✑ ✭❉❊ ❉❆▼❆❙✱ P✳✱ ▲❡ s✉r✈❡✐❧❧❛♥t ❞❛♥s ✉♥ ❝♦❧❧è❣❡ ❝❛t❤♦❧✐q✉❡✱ P❛r✐s✱ ✶✽✺✼✱ ♣✳ ✷✽✽✮✳
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t❤❡♠s❡❧✈❡s ✐♥ s♦♠❡ ✇❛② ❢♦r t❤❡ ♠♦♠❡♥t✳ ■ s❤❛❧❧ tr② t♦ ❣✐✈❡ ❛ ❜r✐❡❢ ❞❡✜♥✐t✐♦♥✳ ■t ✇✐❧❧
❤❛✈❡ t♦ ❜❡ ❜r✐❡❢ r✐❣❤t ❤❡r❡ ❜❡❝❛✉s❡ ■ s❤♦✉❧❞ ❧✐❦❡ t♦ t❛❦❡ ✉♣ t❤❡ ❝♦♥❝❡♣t ♠♦r❡ t❤♦r♦✉❣❤❧②
✇❤❡r❡ t❤❡ t❡①t ♦❢ ♠❛♥✉s❝r✐♣t ❜r✐♥❣s ✏ ❢❛♠✐❣❧✐❛r✐tà✑ t♦ t❤❡ ❢♦r❡❢r♦♥t ❛ s❡❝♦♥❞ t✐♠❡✳ ✶✽
❋✐rst❧② ■ s❤♦✉❧❞ ❧✐❦❡ t♦ ❞r❛✇ ❛tt❡♥t✐♦♥ t♦ ❛♥ ✐♠♣♦rt❛♥t ✐t❡♠✳ ❇✉③③❡tt✐ ✇❛s t❤❡ s♣♦❦❡s♠❛♥
❣✐✈✐♥❣ t❤❡ ✇❤♦❧❡ ♥♦t✐✜❝❛t✐♦♥ ❛❜♦✉t ❢❛♠✐❧✐❛r✐t②✱ ❛✛❡❝t✐♦♥ ❛♥❞ ❝♦♥✜❞❡♥❝❡ ✐♥ ♠❛♥✉s❝r✐♣t
❚❤❡ s♣♦❦❡s♠❛♥ ❤❡r❡ ✐♥ ✐s ❱❛❧❢rè✳ ❚❤❡ ❡❞✐t♦r ❛♣♣❛r❡♥t❧② ❞♦❡s ♥♦t ♠✐♥❞✳ ■t ✐s ✈❡r② ❝❧❡❛r
❤❡ ♥♦t ♦♥❧② ✇❛♥t❡❞ t♦ ❢✉♥❝t✐♦♥ ❛s ❛♥ ❡❞✐t♦r✱ ❜✉t ❤❡ ❛❧s♦ ❧✐❦❡❞ t♦ t❡❧❧ ❛ ❝r❡❛t✐✈❡❧② ❜✉✐❧t
✉♣ ❛♥❞ ♥✐❝❡❧② ✇r✐tt❡♥ st♦r②✳ ❍✐s ♠❡t❤♦❞ ♦❢ ✇♦r❦✐♥❣ ♦❜✈✐♦✉s❧② str❡♥❣t❤❡♥s t❤❡ s✉s♣✐❝✐♦♥
t❤❛t t❤❡ ❱❛❧❢rè ❝❤❛r❛❝t❡r ✐s t❤❡ r❡s✉❧t ♦❢ ❛ ❧✐t❡r❛r② ✜♥❞ ♦r ❝♦♥str✉❝t✐♦♥✳ ■♥ t❤❡ ♠❡❛♥t✐♠❡
t❤✐s ✏♣❛st ♣✉♣✐❧✑ ❤❛♣♣❡♥s t♦ ❜❡ ❉♦♥ ❇♦s❝♦✬s ✜rst ❞✐s❝✉ss✐♦♥ ♣❛rt♥❡r t♦ ❣❡t ❛ ♥❛♠❡ ✐♥
✇❤❡r❡ ♦♥❧② ♠❡♥t✐♦♥❡❞ ❇✉③③❡tt✐✳
❋❛♠✐❧✐❛r✐t② ❛s ❛ st②❧❡ ♦❢ s♦❝✐❛❧ ✐♥t❡r❝♦✉rs❡
▲♦♦❦✐♥❣ ❛t t❤❡ r❡❝r❡❛t✐♦♥ s❝❡♥❡ ❛❣❛✐♥✱ ✐t ❜❡❝♦♠❡s ❝❧❡❛r t❤❛t t❤❡ ♠❡❛♥✐♥❣ ♦❢ ✏ ❢❛♠✐❣❧✐❛r✐tà
✐s ❝♦♥♥❡❝t❡❞ ✇✐t❤ t❤❡ ✇❛② t❤❡ ❜♦②s ❤❛✈❡ ❝♦♥t❛❝t ✇✐t❤ t❤❡ ❡❞✉❝❛t♦rs ❛♥❞ ✈✐❝❡ ✈❡rs❛✳ ❚❤❡
❝♦♥❝❡♣t r❡❧❛t❡s ❞✐r❡❝t❧② t♦ t❤❡ st②❧❡ ♦❢ ❞❡❛❧✐♥❣ ✇✐t❤ ❡❛❝❤ ♦t❤❡r✱ t❤❡ ❦✐♥❞ ♦❢ r❡❧❛t✐♦♥s❤✐♣
t❤❡② ❤❛✈❡ ✇✐t❤ ♦♥❡ ❛♥♦t❤❡r✳ ❚❤❡ ❜♦②s ❣♦ ❛♥❞ ❧✐st❡♥ s♣♦♥t❛♥❡♦✉s❧② t♦ ✇❤❛t t❤❡ ❛ss✐st❛♥ts
❤❛✈❡ t♦ t❡❧❧ t❤❡♠✳ ❚❤❡② ❥♦✐♥ ✐♥ ✇✐t❤ t❤❡ ❣❛♠❡s ♦❢ t❤❡ t❡❛❝❤❡rs ❛♥❞ ❛ss✐st❛♥ts✳ ❚❤❡②
s✉rr♦✉♥❞ ✏t❤❡ ♣r✐❡sts ❛♥❞ ❝❧❡r✐❝s ❡✈❡r②✇❤❡r❡✑✳ ❚❤❡② ❞♦ ♥♦t s❤✉♥ t❤❡ ❡❞✉❝❛t♦rs✱ t❤❡② ❞♦
♥♦t r✉♥ ❛✇❛② ❢r♦♠ t❤❡♠✳ ❖♥ t❤❡ ❝♦♥tr❛r②✱ t❤❡② r❡❧❛t❡ t♦ t❤❡♠ ❥♦✈✐❛❧❧②✱ tr✉st❢✉❧❧② ❛♥❞
✇✐t❤♦✉t ❛♥② ❝♦♠♣❧❡①❡s✳ ❚❤❡ s❛♠❡ ❣♦❡s ❢♦r t❤❡ ❛❞✉❧ts✳ ❚❤❡② ❞♦ ♥♦t ♦❜s❡r✈❡ t❤❡ ❣❛♠❡s
❛♥❞ t❤❡ ❜❡❤❛✈✐♦✉r ♦❢ t❤❡ ②♦✉♥❣st❡rs ❢r♦♠ ❛❢❛r✳ ❖♥ t❤❡ ❝♦♥tr❛r②✱ t❤❡② ✜♥❞ t❤❡♠s❡❧✈❡s
✏✐♥ t❤❡ ♠✐❞st ♦❢ t❤❡ ②♦✉♥❣st❡rs✑✱ ✇❤✐❝❤ ✇❛s ✈❡r② ❞❡❛r t♦ ❉♦♥ ❇♦s❝♦✳ ❚❤✐s ✇✐❧❧ r❡✲❛♣♣❡❛r
✐♥ ❛ ♠♦r❡ ❛❝❝❡♥t✉❛t❡❞ ✇❛② ❢✉rt❤❡r ♦♥✳ ❚❤❡② ❞✐❞ ♥♦t ❧♦♦❦ ❞♦✇♥ ♦♥ ❥♦✐♥✐♥❣ ✐♥ ✇✐t❤ t❤❡
❜♦②s✳ ❚❤❡② ❛r❡ ❛♠♦♥❣ t❤❡♠ ❛s ❜r♦t❤❡rs ❛♥❞ ❢r✐❡♥❞s✳ ❉❡❛❧✐♥❣ ✇✐t❤ ❡❛❝❤ ♦♥❡ ♦❢ t❤❡♠ ✐s
t❤❡ ✇❛② ✐t ❤❛♣♣❡♥s ✐♥ ❛ ❣♦♦❞ ❢❛♠✐❧②✿ s♣♦♥t❛♥❡♦✉s✱ ✐♥❢♦r♠❛❧✱ ✉♥❢♦r❝❡❞✱ ❢❛♠✐❧✐❛r ✐♥ t❤❡
♣♦s✐t✐✈❡ s❡♥s❡ ♦❢ t❤❡ ✇♦r❞✳✽✹
❆❧❧ ♦❢ t❤✐s ✐s ❧✐♥❦❡❞ ✇✐t❤ ✇❤❛t ❛ ❋r❡♥❝❤ ❥♦✉r♥❛❧✐st ❤❛❞ ❡①♣❡r✐❡♥❝❡❞ ❤✐♠s❡❧❢ ✐♥ ❚✉r✐♥
❤❛r❞❧② ❛ ②❡❛r ❜❡❢♦r❡ ❛♥❞ ❤❛❞ ✇r✐tt❡♥ ✐♥ ▲❡ Pè❧❡r✐♥✱ ▼❛② ✶✷ ✶✽✽✸✱ ❛s ❛ r❡s✉❧t ♦❢ ❉♦♥
❇♦s❝♦✬s st❛② ✐♥ P❛r✐s✳ ✏❲❡ ❤❛✈❡ s❡❡♥ t❤✐s ❬❡❞✉❝❛t✐♦♥❛❧❪ s②st❡♠ ✐♥ ❛❝t✐♦♥✳ ❚❤❡ ❖r❛t♦r② ✐♥
❚✉r✐♥ ✐s ❛ ❧❛r❣❡ ❜♦❛r❞✐♥❣ s❝❤♦♦❧ ✇❤❡r❡ st✉❞❡♥ts ❛r❡ ♥♦t ❢♦r❝❡❞ t♦ ❧✐♥❡ ✉♣❀ r❛t❤❡r✱ t❤❡②
♠♦✈❡ ✐♥ ❣r♦✉♣s ♣r❡tt② ♠✉❝❤ ❧✐❦❡ ❛ ❢❛♠✐❧②✳ ❊❛❝❤ ❣r♦✉♣ ❝❧✉st❡r❡❞ ❛r♦✉♥❞ ❛ t❡❛❝❤❡r❀ t❤❡r❡
✐s ♥♦ s❤♦✉t✐♥❣✱ ♣✉s❤✐♥❣✱ ♦r sq✉❛❜❜❧✐♥❣✳✑ ✽✺ ❆❢t❡r ♦❜s❡r✈✐♥❣ t❤❡ ✜♥❛❧ st❛❣❡ ♦❢ ❛ r❡❝r❡❛t✐♦♥
t✐♠❡ t❤❡ ❥♦✉r♥❛❧✐st ❤❛s s✉♠♠❡❞ ✉♣ ❛♥❞ ♣❡rs♦♥❛❧❧② ❝❤❛r❛❝t❡r✐③❡❞ ❛♥ ✐♠♣♦rt❛♥t ❛s♣❡❝t ♦❢
❉♦♥ ❇♦s❝♦✬s ❡❞✉❝❛t✐♦♥❛❧ ♠❡t❤♦❞ ✉s✐♥❣ t❤❡ ♣❤r❛s❡ ✏♣r❡tt② ♠✉❝❤ ❧✐❦❡ ❛ ❢❛♠✐❧②✳✑ ❚❤✐s ✇❛②
r❡✢❡❝ts s♦♠❡t❤✐♥❣ q✉✐♥t❡ss❡♥t✐❛❧ ❛❜♦✉t t❤❡ ♠❡❛♥✐♥❣ ♦❢ t❤❡ ✇♦r❞ ✏ ❢❛♠✐❣❧✐❛r✐tà✑ ✉s❡❞ ✐♥
t❤❡ ✶✽✽✹ ✇r✐tt❡♥ ❝♦♠♠✉♥✐❝❛t✐♦♥ ✭✮✳
❆♥♦t❤❡r ♣❛rt ♦❢ t❤❡ ♠❡❛♥✐♥❣❢✉❧ ❝♦♥t❡♥t ✇❛s ♣✉t ✐♥t♦ t❤❡ ♣✐❝t✉r❡ ❞✉r✐♥❣ t❤❡ t❛❜❧❡ t❛❧❦
✇✐t❤ ❵❆ss✉♠♣t✐♦♥✐sts✬ ✐♥ P❛r✐s✳ ▲❡ Pè❧❡r✐♥ ❛❧s♦ r❡♣♦rt❡❞ ✐t✳ ❉✉r✐♥❣ t❤❡ ❝♦♥✈❡rs❛t✐♦♥
✽✹
❇■❊❙▼❆◆❙✱
❘✳✱
❆♠♦r❡✈♦❧❡③③❛✳✳✳
♣♣✳
✶✽✾✲✶✾✻✳
■❉✳✱ ❉❡ ❜r✐❡❢ ✉✐t ❘♦♠❡ ❛❛♥ ❞❡ ❥♦♥❣❡♥s✳✳✳✱ ♣♣✳
✹✾✱
✺✹✲✻✾✳
✽✺
▼❇ ❳❱■✱ ♣♣✳✶✻✽✲✶✻✾❀ ❊▼❇ ❳❱■✱ ♣♣✳ ✶✸✵✲✶✸✷✳
✼✺

8.6 Page 76

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❉♦♥ ❇♦s❝♦ ✇❛s ❛s❦❡❞✿ ✏❇✉t ✇❤❛t ♠❛❦❡s ✉♣ t❤❡ ❢♦r♠❛t✐♦♥ ♦❢ t❤❡s❡ ❧❛❞s❄✑ ❍❡ r❡♣❧✐❡❞✿
❞♦❧❝❡③③❛ ✏❚✇♦ t❤✐♥❣s✿ ✏ ❑✐♥❞♥❡ss ✭
✮ ✉♥❞❡r ❛❧❧ ❝✐r❝✉♠st❛♥❝❡s ❛♥❞ ❛♥ ♦♣❡♥ ❝❤❛♣❡❧ ✇✐t❤ ❢✉❧❧
❢❛❝✐❧✐t✐❡s ❢♦r ❝♦♥❢❡ss✐♦♥ ❛♥❞ ❈♦♠♠✉♥✐♦♥✳✑ ✏✉♥❞❡r ❛❧❧ ❝♦♥❞✐t✐♦♥s✑ ♠❡❛♥s ✏✐♥ ❡✈❡r② r❡s♣❡❝t✑✱
✏✐♥ ❡✈❡r② ❝♦♥t❛❝t✳✑ ■t ❝❛♥ ❛♥❞ s❤♦✉❧❞ ❜❡ ✉♥❞❡r❧✐♥❡❞✳ ❆s ❛ r❡s✉❧t ♦❢ t❤❡ s❛♠❡ ❞✐♥♥❡r t❛❧❦
▲❡ ▼♦♥❞❡ ♣✉❜❧✐s❤❡❞ t❤❡ ❢♦❧❧♦✇✐♥❣ q✉♦t❡ ❢r♦♠ ❉♦♥ ❇♦s❝♦ ❛r♦✉♥❞ t❤❡ s❛♠❡ t✐♠❡ ✭▼❛② ✶✼
✶✽✽✸✮✿ ✏■♥ t❤❡✐r ❢♦r♠❛t✐✈❡ ②❡❛rs ②♦✉♥❣st❡rs ♥❡❡❞ t❤❡ ❤❡❧♣❢✉❧ t♦✉❝❤ ♦❢ ♣r✐❡st❧② ❣❡♥t❧❡♥❡ss
❞♦❧❝❡③③❛✮✳✑✽✻ ❚❤❡ ✇♦r❞ ✏❞♦❧❝❡③③❛✑ ✐s ✉s❡❞ ✐♥ t❤❛t r❡♣♦rt t♦♦✳
❢❛♠✐❣❧✐❛r✐tà ❆♣♣❛r❡♥t❧② t❤❡ ✇♦r❞ ✏
✑ ✇❛s ♥♦t ♠❡♥t✐♦♥❡❞ ❛t t❤❡ t❛❜❧❡✳ ❍♦✇❡✈❡r✱ t❤❡
▲❡ Pè❧❡r✐♥ ▲❡ ▼♦♥❞❡ r❡♣♦rts ❜♦t❤ ✐♥
❛♥❞
❝❧❡❛r❧② s❤♦✇ t❤❛t t❤❡ s♣♦♥t❛♥❡♦✉s✱ ✐♥❢♦r♠❛❧✱
❝♦♥✜❞❡♥t✐❛❧ ❛♥❞ ❦✐♥❞ ✇❛② t❤❡ ❡❞✉❝❛t♦rs ❞❡❛❧ ✇✐t❤ t❤❡ ②♦✉♥❣st❡rs ✐s ♦❢ t❤❡ ❤✐❣❤❡st ✐♠✲
♣♦rt❛♥❝❡✳
❚❤❡ ❜❡♥❡✜❝✐❛❧ ♣♦✇❡r ♦❢ ❢❛♠✐❧✐❛r✐t②✿ t❤❡ ❝r❡❛t✐♦♥ ♦❢ ❛✛❡❝t✐♦♥ ✻❬ ❪
❆❝❝♦r❞✐♥❣ t♦ ❱❛❧❢rè t❤❡ ❞✐r❡❝t r❡s✉❧t ♦❢ t❤❡ ❜❡♥❡✜❝✐❛❧ ❢♦r❝❡ ♦❢ ❢❛♠✐❧✐❛r✐t② ✐s t❤❡ ❝r❡❛t✐♦♥ ♦❢
❛✛❡❝t✐♦♥✳ ❚❤❡ ❢❛♠✐❧✐❛r✱ ❥♦✈✐❛❧✱ tr✉st❢✉❧✱ ❛✛❛❜❧❡ ❛♥❞ ❦✐♥❞ st②❧❡ ♦❢ ❞❡❛❧✐♥❣ ✇✐t❤ ❡❛❝❤ ♦t❤❡r
❣❡♥❡r❛t❡s ❛♥❞ ❜♦♦sts ❛✛❡❝t✐♦♥✴❧♦✈❡ ✇✐t❤ ②♦✉♥❣ ♣❡♦♣❧❡ ✐♥ s✉❝❤ ❛ ✇❛② t❤❛t t❤❡② ❧♦✈❡ t❤❡✐r
❛ss✐st❛♥ts✳ ❋♦r t❤✐s r❡❛s♦♥ t❤✐s st②❧❡ ❝❛♥♥♦t ❜❡ ♦✈❡r❡st✐♠❛t❡❞✳
■♥ ❱❛❧❢rè✬s ❦✐♥❞ ♦❢ ❛♣❤♦r✐s♠✱ ✇❤✐❝❤ ❝♦♥❝✐s❡❧② ❡①♣❧❛✐♥s ✇❤❛t ✇❛s ✈✐s✐❜❧❡ ✐♥ t❤❡ ♣❧❛②✲
❛♠♦r❡ ❣r♦✉♥❞✱ ✇❡ ♥♦t✐❝❡ t❤❛t t❤❡ ♦r✐❣✐♥❛❧ ✇♦r❞ ❢♦r ✏❛✛❡❝t✐♦♥✴❧♦✈❡✑✱ ✇❤✐❝❤ ✐s ❝r❡❛t❡❞ ✐s ✏
✑✳
❢❛♠✐❣❧✐❛r✐tà ❆ ❚❤✐s ✇♦r❞ ❞♦❡s ♥♦t s❤♦✇ ✉♣ ❛s s✉❞❞❡♥❧② ❛s ✏
✑ ✐❢ ❛t ❧❡❛st ✇❡ t❛❦❡ ♠s✳
❛♠♦r ♣❡r ✈✐❝❡♥❞❡✈♦❧❡ ✐♥t♦ ❛❝❝♦✉♥t✳ ❚❤❡r❡ ✐t ❛♣♣❡❛rs ✐♥ t❤❡ ❡①♣r❡ss✐♦♥ ✇r✐tt❡♥ ❛s ✏
✴✳ ✳ ✳ ✴
✑✱
❛♠♦r❡ ❧♦✈❡✴❛✛❡❝t✐♦♥ ❢♦r ❡❛❝❤ ♦t❤❡r ❬♠✉t✉❛❧ ❧♦✈❡❪✳ ❚❤❡ ✇♦r❞ ✏
✑ ❤♦✇❡✈❡r ✐s ♥♦t ✉s❡❞ ✐♠✲
♠❡❞✐❛t❡❧② ✐♥ t❤❡s❡ ❢r❛❣♠❡♥t❛r② ♥♦t❡s✳ ■t ♦♥❧② s❤♦✇s ✉♣ ✐♥ ❛ s❡❝♦♥❞ s❡r✐❡s ♦❢ t❤♦✉❣❤t
❢r❛❣♠❡♥ts ✇❤✐❝❤ ❝♦♥t❛✐♥ ❛ ❢❡✇ ♠❡❛♥s t♦ ♦✈❡r❝♦♠❡ t❤❡ ♠❛❧❛✐s❡ ✐♥ ❱❛❧❞♦❝❝♦✳ ❚❤❡ ✇♦r❞
❛♠♦r❡ ❝❛r✐tà
✑ ❤♦✇❡✈❡r ✐s ✉♥✉s✉❛❧ ✇✐t❤ ❉♦♥ ❇♦s❝♦✳ ❖✈❡r ❛♥❞ ♦✈❡r ❛❣❛✐♥ ❤❡ ✉s❡❞ ✏
✑ ♦r
❝❛r✐tà ❢r❛t❡r♥✐tà
✑ ✭❜r♦t❤❡r❧② ❧♦✈❡✮ ✐♥ ♣❡❞❛❣♦❣✐❝❛❧ ❛♥❞ ♦t❤❡r ✇r✐t✐♥❣s✳ ❚❤❡ ❞✐✛❡r❡♥❝❡ ❜❡✲
❝❛r✐tà ❛♠♦r❡ ❛♠♦r❡ t✇❡❡♥
❛♥❞
♦❜✈✐♦✉s❧② ❝♦♥s✐sts ✐♥ t❤✐s✿
r❡❢❡rs t♦ t❤❡ ❣r❡❛t ✈❛❧✉❡ ♦❢ t❤❡
❆♠♦r❡ ❛✛❡❝t✐✈❡ ❢❛❝t♦r ✐♥ r❡❧❛t✐♦♥s ❜❡t✇❡❡♥ ♣❡♦♣❧❡✳
✐s ✐♥❞❡❡❞ t❤❡ ✇♦r❞ ❢♦r ❞❡❡♣❧② ❢❡❧t
❧♦✈❡✱ t❤❡ ❧♦✈❡ ♦❢ s❡♥t✐♠❡♥t✳✽✼ ■ts tr❛♥s❧❛t✐♦♥ ❝♦♥s❡q✉❡♥t❧② ✉s❡s ❛ ❞♦✉❜❧❡ ♥♦✉♥✱ ❛✛❡❝t✐♦♥
❛♥❞ ❧♦✈❡ ❬✇✐t❤♦✉t ❛♥ ❛❞❥❡❝t✐✈❡❪✳
❆❧t❤♦✉❣❤ ■ ❤❛✈❡ ❞r❛✇♥ t❤❡ ❛tt❡♥t✐♦♥ t♦ ✐t ❤❡r❡ ❛❧r❡❛❞②✱ ■ t❤✐♥❦ ✐t r❛t❤❡r ♦♣♣♦rt✉♥❡
❝❛r✐tà ❛♠♦r❡ t♦ ❞❡❧✈❡ ✐♥t♦ t❤❡ ❞✐✛❡r❡♥❝❡ ❜❡t✇❡❡♥ ❈❤r✐st✐❛♥ ❧♦✈❡ ✭✏
✑✮ ❛♥❞ ✏
✑ ♠♦r❡ ❞❡❡♣❧②
❢✉rt❤❡r ♦♥✳
❚❤❡ ❡①♣r❡ss✐♦♥s ♦❢ ❛✛❡❝t✐♦♥ ❢r♦♠ t❤❡ ②♦✉♥❣st❡rs ✐♥ t❤❡✐r t✉r♥ t♦✉❝❤ t❤❡ ❛❞✉❧ts ❛♥❞
❡❧✐❝✐t ♣♦s✐t✐✈❡ ❢❡❡❧✐♥❣s ❢r♦♠ t❤❡ ❡❞✉❝❛t♦rs ❧❡❛❞✐♥❣ t❤❡♠ t♦ ❧♦✈❡ ❧✐❦❡ t❤❡ ❜♦②s ❛♥❞ ❧♦✈❡
t❤❡♠ ✇✐t❤ ❛❧❧ t❤❡✐r ❤❡❛rts✳✽✽
❚❤❡ ❢r✉✐t ♦❢ ♠✉t✉❛❧ ❛✛❡❝t✐♦♥✿ tr✉st ✭❝♦♥✜❞❡♥❝❡✮ ✻❬ ❪
✽✻■❜✐❞✳✱ ♣✳ ✶✻✽ ❛♥❞ ♣✳ ✶✻✾❀ ❊▼❇ ❳❱■✱ ♣✳ ✶✸✶ ❛♥❞ ♣✳ ✶✸✷✳ ❇♦t❤ q✉♦t❛t✐♦♥s r❡s♣❡❝t✐✈❡❧② ❢r♦♠ ▲❡ Pè❧❡r✐♥
❛♥❞ ▲❡ ▼♦♥❞❡✳
✽✼❙❡❡ ❢♦r ❡①❛♠♣❧❡ ❙❛✐♥t ❋r❛♥❝✐s ❞❡ ❙❛❧❡s✳ ❋❘❆◆❈❖■❙ ❉❊ ❙❆▲❊❙✱ ❚r❛✐té ❞❡ ❧✬❛♠♦✉r ❞❡ ❉✐❡✉✱ P❛r✐s✱ ▲❛
❜♦♥♥❡ ♣r❡ss❡✱ ✶✾✷✺✱ ▲✐✈r❡ ■✱ ❳■■■✲❳■❱✱ ♣♣✳ ✸✸✲✸✺✳
✽✽❚❤✐s r❡❝✐♣r♦❝✐t② ✐s ✈❡r② str♦♥❣❧② ♥♦t✐❝❡❛❜❧❡ ✐♥ ❛ ❧❡tt❡r ♦❢ t❤❛♥❦s t♦ t❤❡ ❜♦②s ♦❢ t❤❡ ▲❛♥③♦ s❡❝♦♥❞❛r②
s❝❤♦♦❧ ✐♥ ✶✽✼✹ ✭❊ ✭♠✮✱ ✈♦❧✳ ■❱✱ ♣✳ ✶✾✸❀ ❇■❊❙▼❆◆❙✱ ❘✳✱ ❉❡ ❜r✐❡❢ ❛❛♥ ❞❡ ❥♦♥❣❡♥s✳✳✳✱ ♣✳ ✸✸✮✳
✼✻

8.7 Page 77

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❚❤❡ s❡❝♦♥❞ ♣❛rt ♦❢ ❱❛❧❢rè✬s t❤❡s✐s ❞r❛✇s ❛tt❡♥t✐♦♥ t♦ t❤❡ ❢r✉✐ts ♦❢ ♠✉t✉❛❧ ❛✛❡❝t✐♦♥✳ ■t ✐s
tr✉st✿ ✏❛♥❞ ❛✛❡❝t✐♦♥ ❧♦✈❡❜r✐♥❣s ❝♦♥✜❞❡♥❝❡✳✑ ❚❤❛t ✐s ❤♦✇ t❤❡ ❡❧❡♠❡♥t ♦❢ ✏❝♦♥✜❞❡♥❝❡✑
✐s ❛♥t✐❝✐♣❛t❡❞ ✐♥ t❤❡ ❡①t❡♥❞❡❞ ✇r✐t✐♥❣ ❢♦r t❤❡ ❙❛❧❡s✐❛♥s ❛♥❞✱ ❝♦♥tr❛r② t♦ t❤❡ ♣r❡✈✐♦✉s
✈❡rs✐♦♥s✱ ✐t ✐s ❡①♣❧❛✐♥❡❞ ✐♠♠❡❞✐❛t❡❧② ❛s ✇❡❧❧✳
■♥ t❤❡ ❧❡tt❡r t♦ t❤❡ ❜♦②s ❱❛❧❢rè ❤❛❞ ❜❡❡♥ ❢♦r❝❡❞ t♦ r❡str✐❝t ❤✐♠s❡❧❢ t♦ t❤❡ ❣❡♥❡r❛❧ t❤❡s✐s
❛♥❞ ✐ts ♥♦t ❡①♣❧✐❝✐t❧② ❜♦r♥ ♦✉t ❡✛❡❝t✿ ✏❝♦♥✜❞❡♥❝❡ ✐♥ t❤❡ ❝♦♥❢❡ss✐♦♥❛❧ ❛♥❞ ♦✉ts✐❞❡ ✐t✑✳ ✭ ✱
❝♦❧✉♠♥ ✺✮ ❚❤❛t ✇❛s ❛❧r❡❛❞② ❛♥ ❛❞❛♣t❛t✐♦♥ ♦❢ ✇❤❛t ❛t t❤❡ st❛rt ♦❢ ❤❛❞ ❜❡❡♥ ✐♥❞✐❝❛t❡❞
❜② t❤❡ ♦♣♣♦s✐t❡✱ ✐✳❡✳ ✏t❤❡ ♣r❡s❡♥t✲❞❛② ❜♦②s ❞♦ ♥♦t ❤❛✈❡ ♠✉❝❤ ❝♦♥✜❞❡♥❝❡ ✐♥ ❝♦♥❢❡ss✐♦♥✳✑
❚❤❡ ♣❤r❛s❡ ✏♣r❡s❡♥t✲❞❛② ❜♦②s✑ ✐♥ t❤❡ ♥♦t❡s r❡✈❡❛❧s t❤❛t t❤❡ t❤♦✉❣❤t r❛t❤❡r ❜❡❧♦♥❣s t♦ t❤❡
❝♦♠♠❡♥t ♦♥ t❤❡ s❡❝♦♥❞ s❝❡♥❡ ❧❡❞ ❜② ❇✉③③❡tt✐✳ ❖♥ t❤❡ ♦t❤❡r ❤❛♥❞ ✐t ✐s q✉✐t❡ ❛❝❝❡♣t❛❜❧❡
❛♥❞ ♣r♦♣❡r t♦ ❛♥t✐❝✐♣❛t❡ ❛♥❞ ❞r❛✇ t❤❡ ❙❛❧❡s✐❛♥s✬ ❛tt❡♥t✐♦♥ t♦ t❤❡ ❜❡♥❡✜❝✐❛❧ ❡✛❡❝t ♦❢
❛✛❡❝t✐♦♥ ❧♦✈❡
■♥ ♦r❞❡r t♦ ❡①♣❧❛✐♥ t❤❡ ❡✛❡❝t ♦❢ ❝♦♥✜❞❡♥❝❡ ✏♦✉ts✐❞❡ t❤❡ ❝♦♥❢❡ss✐♦♥❛❧✑ ❛♥❞ ✏✐♥s✐❞❡ t❤❡
❆ ❉ ❝♦♥❢❡ss✐♦♥❛❧✑✱ t❤❡ ❡❞✐t♦r ✉s❡s t❤❡ s✉❣❣❡st✐♦♥s ✐♥ ❢♦r t❤❡ ❡❧❛❜♦r❛t✐♦♥ ✐♥ ✳ ❚❤❡② ❤❛❞
❛❧r❡❛❞② ❜❡❡♥ ❞❡✈❡❧♦♣❡❞ ✐♥ t♦♦✱ ❜✉t t❤❡② ✇❡r❡ s♣♦❦❡♥ t❤❡r❡ ❜② ❇✉③③❡tt✐✱ ❛t ❛ ♠♦♠❡♥t
✈❡r② ❞✐✛❡r❡♥t ❢r♦♠ t❤❡ t❛❧❦ ✇✐t❤ ❉♦♥ ❇♦s❝♦✳✽✾
❚❤❡ ❢❛✈♦✉r❛❜❧❡ ✐♠♣❛❝t ♦❢ tr✉st ✐♥ t❤❡ ❡❞✉❝❛t✐♦♥❛❧ ♣r♦❝❡ss
❱❛❧❢rè ✐s ❛❧❧♦✇❡❞ ♥♦✇ t♦ ❞❡♠♦♥str❛t❡ t❤r❡❡ ❡①❛♠♣❧❡s ♦❢ t❤❡ ❜♦②s✬ ❜❡❤❛✈✐♦✉r s❤♦✇✐♥❣ t❤❡
❜❡♥❡✜❝✐❛❧ ✐♠♣❛❝t ♦❢ tr✉st ✐♥ t❤❡ ❡❞✉❝❛t✐♦♥❛❧ ♣r♦❝❡ss✳
✶✳ ❚❤❡ ✜rst ❡✈✐❞❡♥❝❡ ♦❢ t❤❡ ❜♦②s✬ ❝♦♥✜❞❡♥❝❡ ❝♦♥s✐sts ♦❢ ♦♣❡♥✐♥❣ t❤❡✐r ❤❡❛rts ❛♥❞
s❤♦✇✐♥❣ ❡✈❡r②t❤✐♥❣ ✐♥ ❜r♦❛❞ ❞❛②❧✐❣❤t ✇✐t❤♦✉t ❢❡❛r✳ ❊✈❡r②t❤✐♥❣✳ ❚❤❡② ❝♦♠❡ ✇✐t❤ ❛❧❧
♣♦ss✐❜❧❡ ♣r♦❜❧❡♠s✱ ✇✐t❤ t❤❡✐r ❥♦②s ❛♥❞ ❣r✐❡✈❛♥❝❡s✳ ❖♣❡♥♥❡ss✱ ✉♥r❡str✐❝t❡❞ ❢r❡❡❞♦♠
♦❢ t❤❡ ❤❡❛rt ✇❛s ✐♥❞✐s♣❡♥s❛❜❧❡ ❢♦r ❉♦♥ ❇♦s❝♦ t♦ ❜❡ ❛❜❧❡ t♦ ❡❞✉❝❛t❡✿ ✐t ✐s ♥♦t
s✉r♣r✐s✐♥❣ t❤❡♥ t❤❛t ❤❡ ✐♠♣r❡ss❡❞ t❤❡ ❢♦❧❧♦✇✐♥❣ ♦♥ t❤❡ ❜♦②s✬ ♠✐♥❞s ✐♥ t❤❡ ❘✉❧❡s ❢♦r
t❤❡ ❍♦✉s❡s✿ ✏❖♣❡♥ ②♦✉r ❤❡❛rts t♦ t❤❡♠ ❬t❤❡ s✉♣❡r✐♦rs❪ ✈♦❧✉♥t❛r✐❧②✳ ❈♦♥s✐❞❡r t❤❡♠
❛s ❢❛t❤❡rs ✇✐s❤✐♥❣ ②♦✉r ❤❛♣♣✐♥❡ss ❢❡r✈❡♥t❧②✳✑ ✾✵
✷✳ ◆❡①t t❤❡② s❤♦✇ t❤❡✐r tr✉st ♣❛rt✐❝✉❧❛r❧② ❜② ❝❛♥❞♦✉r ✐♥ t❤❡ s❛❝r❛♠❡♥t ♦❢ ♣❡♥❛♥❝❡✿
✏❚❤❡② ❜❡❝♦♠❡ ♦♣❡♥✲❤❡❛rt❡❞ ✐♥s✐❞❡ t❤❡ ❝♦♥❢❡ss✐♦♥❛❧ ❛♥❞ ♦✉ts✐❞❡ ✐t✳✑ ❚❤✐s ✐s ❛❧♠♦st
❑ ❆ ✐♥ ❝♦♥❢♦r♠✐t② ✇✐t❤ t❤❡ ❢♦r♠✉❧❛t✐♦♥ ♦❢ ✱ ✇❤✐❝❤ ❛❞❞❡❞ t♦ ✱ ❛t ❛♥② r❛t❡ ♦♥ t❤❛t s♣♦t
♦❢ ❱❛❧❢rè✬s ❝♦♠♠❡♥t✱ ♦♥❧② ✏♦✉ts✐❞❡ t❤❡ ❝♦♥❢❡ss✐♦♥❛❧✑✱ ✇✐t❤♦✉t t❤❡ ❧❡❛st ❡①♣❧❛♥❛t✐♦♥
❉ ❈ ♦❢ ✏♦✉ts✐❞❡✑✳ ❚❤❡ ❡①♣❧❛♥❛t✐♦♥ ❝❛♥ ♦♥❧② ❜❡ ❢♦✉♥❞ ✐♥ ✱ ♣r♦❜❛❜❧② t❛❦❡♥ ❢r♦♠ ✇❤❡r❡
t❤❡ t❤♦✉❣❤t ✇❛s ❛❞❞❡❞ ❛t t❤❡ ✈❡r② ❡♥❞ ♦❢ t❤❡ ❡❧❛❜♦r❛t✐♦♥✳ ❉♦♥ ❇♦s❝♦ ❛tt❛❝❤❡❞ ❛
✈❡r② ❣r❡❛t ✐♠♣♦rt❛♥❝❡ t♦ ♦♣❡♥✲❤❡❛rt❡❞♥❡ss ✐♥ ❝♦♥❢❡ss✐♦♥✳ ■♥ t❤❡ ✶✽✻✵s ❤❡ ✇r♦t❡ t♦
✽✾❚❤❛t ✐s ✇❤② ✐t ✐s ♣r✐♥t❡❞ ❝✉rs✐✈❡❧② ✐♥ t❤❡ s②♥♦♣t✐❝ ❝♦❧✉♠♥ ❈✳ ❆❜♦✉t t❤❡ ❞✐s♣❧❛❝❡♠❡♥t ♦❢ t❤❡ t❡①t✱ s❡❡
❛❧s♦ ❛❜♦✈❡ ❢♦♦t♥♦t❡ ✽✷✳
✾✵❖❊ ❳❳■❳ ❬✶✼✷✴❛rt✳✼❪✳ ❚❤✐s ♥♦ ❞♦✉❜t ❝♦♣✐❡s ②♦✉♥❣ ❏♦❤♥ ❇♦s❝♦✬s ♠♦❞❡❧ ✐♥ ❢r♦♥t ♦❢ ❋❛t❤❡r ❈❛❧♦ss♦✱
✇❤♦ ❤❛❞ ❛♣♣r♦❛❝❤❡❞ ❤✐♠ ❛♥❞ ❤❛❞ s❤♦✇♥ ❛♥ ✐♥t❡r❡st t❛❧❦✐♥❣ t♦ ❤✐♠✳ ❍❡ ❝♦♥❝❧✉❞❡s✿ ✏■ ♣✉t ♠②s❡❧❢
♣r♦♠♣t❧② ✐♥t♦ ❋r ❈❛❧♦ss♦✬s ❤❛♥❞s✳ ✳ ✳ ✮ ❊✈❡r② ✇♦r❞✱ ❡✈❡r② t❤♦✉❣❤t✱ ❛♥❞ ❡✈❡r② ❛❝t ■ r❡✈❡❛❧❡❞ t♦ ❤✐♠✳
❚❤✐s ♣❧❡❛s❡❞ ❤✐♠ ❜❡❝❛✉s❡ ✐t ♠❛❞❡ ✐t ♣♦ss✐❜❧❡ ❢♦r ❤✐♠ t♦ ❣✉✐❞❡ ♠❡ r❡s♣♦♥s✐❜❧② ✐♥ ❜♦t❤ s♣✐r✐t✉❛❧ ❛♥❞
t❡♠♣♦r❛❧ r❡s♣❡❝t✑ ✭❇❖❙❈❖✱ ●✳✱ ▼❡♠♦r✐❡ ❞❡❧❧✬❖r❛t♦r✐♦✳ ✳ ✳ ✱ ♣✳ ✹✼✴✸✾✷✲✸✾✻❀ ▼❡♠♦✐rs✳✳✳✱ ♣✳ ✹✹✴ ♣❛rt❧②
r❡✲tr❛♥s❧❛t❡❞ ✮✳ ❖♥ t❤❡ ✇❛② ❉♦♥ ❇♦s❝♦ tr✐❡❞ t♦ ❣❡t ❤✐s ❝♦♥✈✐❝t✐♦♥s ✏✐♥s✐❞❡ ❛♥❞ ♦✉ts✐❞❡ ❝♦♥❢❡ss✐♦♥✑
❛❝r♦ss t♦ t❤❡ ❜♦②s✱ s❡❡ ❇■❊❙▼❆◆❙✱ ❘✳✱ ❆ss✐st❡♥t✐❡✳ ✳ ✳ ✱ ♣✳ ✶✷✸✳ ❈❢✳ ❛❧s♦ ❢♦♦t♥♦t❡ ✹✵ ✐♥ t❤✐s ❝❤❛♣t❡r✳
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t❤❡ ❜♦②s ❛t ▼✐r❛❜❡❧❧♦✿ ✏❏✉st ❣✐✈❡ ♠❡ ②♦✉r ❤❡❛rt ❢♦r ❛ ❢❡✇ ♠♦♠❡♥ts✱ ❛♥❞ ②♦✉ ✇✐❧❧
❜❡ ❣❧❛❞✳✑ ✾✶ ❚❤❛t ✐s ♦♥❡ ♦❢ ❤✐s ❣r❡❛t ❤♦❜❜② ❤♦rs❡s✱ ✐❢ ■ ♠❛② ❝❛❧❧ s♦ t❤❡ ❛tt❛❝❤♠❡♥t
t♦ t❤✐s ❢♦r♠ ♦❢ ♦♣❡♥✲❤❡❛rt❡❞♥❡ss✳
✸✳ ❚❤✐r❞❧②✱ ✏t❤❡② ✇✐❧❧ ❞♦ ❡✈❡r②t❤✐♥❣ t❤❡② ❛r❡ ❛s❦❡❞ ❜② ♦♥❡ ✇❤♦ t❤❡② ❦♥♦✇ ❧♦✈❡s t❤❡♠✑✳
❚❤✐s ❧❛st q✉♦t❡ ✐s ✐♥ ❝♦♥❢♦r♠✐t② ✇✐t❤ ✏✇❤♦ t❤❡② ❧♦✈❡❞ ❛♥❞ ♦❜❡②❡❞✑ ✐♥ t❤❡ ♥♦t❡s ✐♥
✳ ❚❤✐s ❝♦♥✈✐❝t✐♦♥ ❛♥❞ ❚❡♣♣❛✬s t❤❡s✐s ❧♦♦❦ ❧✐❦❡ t✇♦ ♣❡❛s ✐♥ ❛ ♣♦❞✳ ❚❡♣♣❛ ✇r♦t❡✿
✏❚❤❡② ❛❧✇❛②s ❧✐❦❡ ❧✐st❡♥✐♥❣ t♦ s♦♠❡♦♥❡ ✇❤♦ ✐s ❧♦✈❡❞ ❛♥❞ t❤❡② ❛❧✇❛②s ❧✐❦❡ ♦❜❡②✐♥❣
❘✉❧❡ s ❤✐♠✳✑ ✾✷ ❖❜❡❞✐❡♥❝❡ ❤❛s ❛❧✇❛②s ❜❡❡♥ ✈❡r② ✐♠♣♦rt❛♥t t♦ ❉♦♥ ❇♦s❝♦✳ ■♥ t❤❡
❢♦r t❤❡ ❍♦✉s❡s ❤❡ ✇r♦t❡ t❤❛t ❢♦✉r ✏✈✐rt✉❡s ✇❤✐❝❤ ❝♦♥st✐t✉t❡ t❤❡ ♠♦st ❝❤❛r♠✐♥❣
♦r♥❛♠❡♥t ♦❢ ❛ ②♦✉♥❣ ❈❤r✐st✐❛♥ ❛r❡✿ ♣✉r✐t②✱ ♠♦❞❡st②✱ ♦❜❡❞✐❡♥❝❡ ❛♥❞ ❝❤❛r✐t②✳✑ ❚❤❡
❘✉❧❡s ❡✐❣❤t❤ ❝❤❛♣t❡r ♦❢ t❤❡
st❛rts ✇✐t❤ t❤❡ ❛rt✐❝❧❡✿ ✏❚❤❡ ❢♦✉♥❞❛t✐♦♥ ♦❢ ❛ ❜♦②✬s ✈✐rt✉❡
✐s t❤❡ ♦❜❡❞✐❡♥❝❡ t♦ ❤✐s s✉♣❡r✐♦rs✳✑ ❚❤✐s ♦❜❡❞✐❡♥❝❡ ❤❛s t♦ ❜❡ ✏✐♠♠❡❞✐❛t❡✱ r❡s♣❡❝t❢✉❧
❛♥❞ ❝❤❡❡r❢✉❧ t♦ ❡✈❡r② ♦r❞❡r✳✑ ✾✸ ■♥ t❤❡ ❞r❡❛♠ ❛❝❝♦✉♥t ❝♦♥❝❡r♥✐♥❣ ❉♦♠✐♥✐❝ ❙❛✈✐♦ ♦♥❡
♦❢ t❤❡ s❡✈❡♥ ✢♦✇❡rs ✐♥ t❤❡ ❜♦✉q✉❡t ✇❤✐❝❤ t❤❡ ❜♦② ✐s ❝❛rr②✐♥❣ ✐s t❤❡ s✉♥✢♦✇❡r ♦❢
♦❜❡❞✐❡♥❝❡✳✾✹ ❲❤❡♥ ❤❡ ✇❛s t❛❧❦✐♥❣ ❛❜♦✉t ❞r❡❛♠s ❛t ▲❛♥③♦ ✐♥ ▼❛② ✶✽✻✽✱ ❤❡ ❤❛❞
t❤❡ ❣✉✐❞❡ s❛②✿ ✏Pr❡❝✐s❡❧②✦ ❉✐s♦❜❡❞✐❡♥❝❡ ✐s t❤❡ r♦♦t ♦❢ ❛❧❧ ❡✈✐❧✳✑ ✾✺ ❇✉t ♦❜❡❞✐❡♥❝❡
❤❛❞ ♥♦t❤✐♥❣ t♦ ❞♦ ✇✐t❤ s❝r✉♣✉❧♦✉s r❡s♣❡❝t ❛♥❞ ❧❡❛st ♦❢ ❛❧❧ ✇✐t❤ ❢❡❛r✳ ❚♦ ❝♦♥s✐❞❡r
▼❡♠♦✐rs ♦❜❡❞✐❡♥❝❡ ❛s ❛ ❢r✉✐t ♦❢ ❧♦✈❡ ✇❛s t②♣✐❝❛❧ ♦❢ ❉♦♥ ❇♦s❝♦✳ ■♥ ❤✐s
❤❡ r❡❧❛t❡❞
❛❜♦✉t t❤❡ ♣❡r✐♦❞ ❞✉r✐♥❣ ✇❤✐❝❤ ❤❡ ✇❛s ❛ ♣✉♣✐❧ ✐♥ ❛ s❡❝♦♥❞❛r② s❝❤♦♦❧✳ ❉✉r✐♥❣ t❤❡
❤♦❧✐❞❛②s ❤❡ ❡♥t❡rt❛✐♥❡❞ s♦♠❡ ②♦✉♥❣st❡rs✿ ✏■t ✇❛s ❛ ❦✐♥❞ ♦❢ ❖r❛t♦r②✱ ❛tt❡♥❞❡❞ ❜②
❛❜♦✉t ✜❢t② ❝❤✐❧❞r❡♥✱ ✇❤♦ ❧♦✈❡❞ ♠❡ ❛♥❞ ♦❜❡②❡❞ ♠❡ ❛s ✐❢ ■ ✇❡r❡ t❤❡✐r ❢❛t❤❡r✳✑ ❚❤❡
♠♦r❛❧✐③✐♥❣ t♦✉❝❤ ✐s ♣r❡s❡♥t ✐♥ t❤❡ ❝❤♦✐❝❡ ♦❢ t❤❡ ✇♦r❞ ✏❢❛t❤❡r✑✱ ✇❤❡r❡ ✏♦❧❞❡r ❜r♦t❤❡r✑
▼❡♠♦✐rs ✇♦✉❧❞ ♣r♦❜❛❜❧② ❤❛✈❡ ❜❡❡♥ ♠♦r❡ s✉✐t❛❜❧❡✳ ■♥ t❤❡ s❛♠❡
❤❡ ✇r♦t❡ ✐♥ t❤❡ s❛♠❡
s❡♥s❡ ❛❜♦✉t ❤✐s ❛❝t✐✈✐t✐❡s ✐♥ t❤❡ ❡❛r❧② ❖r❛t♦r② ②❡❛rs ✐♥ ❱❛❧❞♦❝❝♦✿ ✏❊❛❝❤ ♦❢ t❤❡♠
❜❡❝❛♠❡ s♦ ❞❡❛r t♦ ♠❡ t❤❛t t❤❡② ♥♦t ♦♥❧② ♦❜❡②❡❞ ♠② ❡✈❡r② ❝♦♠♠❛♥❞✱ ❜✉t t❤❡② ✇❡r❡
❡❛❣❡r t❤❛t ■ s❤♦✉❧❞ ❣✐✈❡ t❤❡♠ s♦♠❡ t❛s❦ t♦ ❞♦✳ ✳ ✳ ❘❡❛❧❧②✱ t❤❡ ♦❜❡❞✐❡♥❝❡ ❛♥❞ ❛✛❡❝t✐♦♥
❧✬✉❜❜✐❞✐❡♥③❛ ❡ ❧✬❛✛❡③✐♦♥❡♦❢ ♠② ♣✉♣✐❧s ❜♦r❞❡r❡❞ ♦♥ ❢♦♦❧✐s❤♥❡ss✳✑✾✻ ▲♦♦❦✐♥❣ ❜❛❝❦
♦♥ ❤✐s ❧✐❢❡ ❉♦♥ ❇♦s❝♦ ✐♥t❡rt✇✐♥❡❞ ❤✐s ♣❡❞❛❣♦❣✐❝❛❧ ♣r❡❢❡r❡♥❝❡ ❛♥❞ t❤❡ ✐♥str✉❝t✐♦♥ t♦
❤✐s ❝♦✲✇♦r❦❡rs✳ ❚❤❛t ✐t ✇❛s ♠❡❛♥t ❛s ❛♥ ✐♥str✉❝t✐♦♥ ✇❡ ♠❛② ❤❡❛r ✐♥ t❤❡ ✇♦r❞s ✏♠②
✾✶❊ ■✱ ♣✳ ✹✽✸❀ ❊ ✭♠✮ ✱ ✈♦❧✳ s❡❝♦♥❞♦✱ ♣✳ ✺✾✳ ▼❇ ❱■■■✱ ♣✳ ✽✼✺❀ ❊▼❇ ❱■■■✱ ♣✳ ✸✽✷✳ ❋r✳ ▼♦tt♦ ♣✉ts
t❤✐s ❧❡tt❡r ✉♥❞❡r t❤❡ ❞❛t❡ ✏❜❡❣✐♥♥✐♥❣ ♦❢ ❏✉❧② ✶✽✻✹✑ ✐♥ ❊ ✭♠✮✱ ✈♦❧✳ s❡❝♦♥❞♦✱ ♣♣✳ ✺✽✲✺✾✳ ●✳ ❇❛❧❧❡s✐♦✬s
t❡st✐♠♦♥② ✐s str✐❦✐♥❣✿ ✏❖✉r ❤❡❛rts ✇❡♥t ♦✉t t♦ t♦ ❤✐♠ ✇✐t❤ ✐♥t✐♠❛t❡✱ ❥♦②❢✉❧ ✉♥❞ t♦t❛❧ ❛❜❛♥❞♦♥✳ ❲❡ ❛❧❧
✇❛♥t❡❞ t♦ ❣♦ ❤✐♠ ❢♦r ❝♦♥❢❡ss✐♦♥✳✑ ✭❇❆▲▲❊❙■❖✱ ●✳✱ ❱✐t❛ ✐♥t✐♠❛ ❞✐ ❉✳ ●✐♦✈❛♥♥✐ ❇♦s❝♦ ♥❡❧ s✉♦ ♣r✐♠♦
❖r❛t♦r✐♦ ❞✐ ❚♦r✐♥♦✱ ❚✉r✐♥✱ ✶✽✽✽✱ ♣✳ ✷✶✳✮ ❈❢✳ ▼❇ ❱■✱ ♣✳ ✸✽✼❀ ❊▼❇ ❱■✱ ♣♣✳ ✷✶✸✲✷✶✹✳ ❙❡❡ ❢✉rt❤❡r ✐♥
t❤✐s ❝❤❛♣t❡r✱ ❢♦♦t♥♦t❡ ✷✷✷✳
✾✷❚❊PP❆✱ ❆✳▼✳✱ ❆✈✈❡rt✐♠❡♥t✐✳✳✳✱ ♣✳ ✷✶✳ ❍♦✇ ✇❡❧❧ t❤❡ ❙❛❧❡s✐❛♥s ❦♥❡✇ ❚❡♣♣❛✬s ✇♦r❦ ✇❛s ❞❡♠♦♥str❛t❡❞
✐♥ t❤❡ ✜rst ❝❤❛♣t❡r✳ ❆❧s♦ ❋✳ ❆♣♦rt✐ t❛✉❣❤t✿ ✏❙♦ ✐t ✇✐❧❧ ❤❛♣♣❡♥ t❤❛t t❤❡② t❤❡ ❝❤✐❧❞r❡♥✇✐❧❧ ❜❡❤❛✈❡ ✇❡❧❧
✇✐t❤ r❡s♣❡❝t t♦ ❝♦♥❞✉❝t ❛♥❞ st✉❞② t♦ ♣❧❡❛s❡ t❤❡ t❡❛❝❤❡r ❛❢t❡r t❤❡② ❤❛✈❡ ❡①♣❡r✐❡♥❝❡❞ ❛♥❞ r❡❝♦❣♥✐③❡❞
❤✐s ❛✛❡❝t✐♦♥✑ ✭❇❘❆■❉❖✱ P✳✱ Pr❡✈❡♥✐r❡✳ ✳ ✳ ✱ ♣♣✳ ✶✵✽✲✶✵✾✮✳
✾✸❖❊ ❳❳■❳✱ ❬✶✻✵ ✼❪❀ ❬✶✼✶✲✶✼✷✴✻❪✳ ❈❢✳ ❇■❊❙▼❆◆❙✱ ❘✳✱ ✶✽✼✻✲✶✽✽✹ ❉♦❡❧st❡❧❧✐♥❣❡♥✳✳✳✱ ♣✳ ✶✹✸✳ ❖♥ t❤❡
❜♦②s✬ ♦❜❡❞✐❡♥❝❡✱ s❡❡ ❛❧s♦ ❇❘❆■❉❖✱ P✳✱ Pr❡✈❡♥✐r❡✳✳✳✱ ♣♣✳ ✷✺✵✲✷✺✸✱ ✸✵✼✲✸✵✽✳
✾✹❇■❊❙▼❆◆❙✱ ❘✳✱ ✶✽✼✻✲✶✽✽✹ ❉♦❡❧st❡❧❧✐♥❣❡♥✳✳✳✱ ♣✳ ✶✹✷✳ ▼❇ ❳■■✱ ♣✳ ✺✾✷❀ ❊▼❇ ❳■■✱ ♣✳ ✹✸✽✳
✾✺▼❇ ■❳✱ ♣✳ ✶✼✾❀ ❊▼❇ ■❳✱ ♣✳ ✾✼✳ ❈❢✳ ♦t❤❡r s✐❣♥✐✜❝❛♥t ✉tt❡r❛♥❝❡s ✐♥ t❤❡s❡ t❛❧❡s ✭▼❇ ■❳✱ ♣♣✳ ✶✺✾✱ ✶✻✵✱
✶✻✾✱ ✶✼✸❀ ❊▼❇ ■❳✱ ♣♣✳ ✼✾✱ ✽✵✱ ✽✼✲✽✽✱ ✾✶✳
✾✻❇❖❙❈❖✱ ●✳✱ ▼❡♠♦r✐❡ ❞❡❧❧✬❖r❛t♦r✐♦✳✳✳✱ ♣♣✳ ✽✻✴✶✷✾✼✲✶✷✾✽❀ ✶✹✻✴✷✾✶✲✷✾✽✳ ▼❡♠♦✐rs✳✳✳✱ ♣♣✳ ✼✹❀ ✶✷✹✳
✼✽

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♣✉♣✐❧s✑ ✐♥st❡❛❞ ♦❢ ✏♠② ❜♦②s✑✳ ❚❤❡ ❧❛tt❡r ✇♦✉❧❞ s✉✐t ❜❡tt❡r ❢♦r t❤❡ ♣❡r✐♦❞ ❞❡s❝r✐❜❡❞✳
❨❡❛rs ❧❛t❡r ❉♦♥ ❇♦s❝♦✬s ❤❡❛rt ✇❛s st✐❧❧ ❢✉❧❧ ♦❢ s✐♠✐❧❛r r❡♠✐♥✐s❝❡♥❝❡s ❛♥❞ ✐♥s✐❣❤ts✱
❢♦r ❤❡ ✇❛s ❝❤❡❝❦✐♥❣ t❤❡♠ ❢♦r ♣✉❜❧✐❝❛t✐♦♥ ✐♥ t❤❡ ❇♦❧❧❡tt✐♥♦ ❙❛❧❡s✐❛♥♦ ❜② ❋r ❇♦♥❡tt✐✱
✇❤♦ ✐♥ ❏❛♥✉❛r② ✶✽✼✾ ❜❡❣❛♥ t❤❡ ❙t♦r✐❛ ❞❡❧❧✬❖r❛t♦r✐♦ ❞✐ ❙✳ ❋r❛♥❝❡s❝♦ ❞✐ ❙❛❧❡s s❡r✐❡s✳
❋r ▲❡♠♦②♥❡ t♦♦ ♠✉st ❤❛✈❡ ❜❡❡♥ ✈❡r② ❢❛♠✐❧✐❛r ✇✐t❤ s✉❝❤ r❡♠✐♥✐s❝❡♥❝❡s✱ ❛♠♦♥❣ ♦t❤❡r
t❤✐♥❣s t❤❛♥❦s t♦ t❤❡ ♣✉❜❧✐❝❛t✐♦♥ ♦❢ s♦♠❡ ❡①❝❡r♣ts ✐♥ t❤❡ ❡✐❣❤t✐❡s✳
❇② ❡①♣❧❛✐♥✐♥❣ t❤❡s❡ t❤r❡❡ ❜❡♥❡✜❝✐❛❧ r❡s✉❧ts ♦❢ tr✉st ♦♥ t❤❡ ♣❛rt ♦❢ t❤❡ ❜♦②s✱ t❤❡ ♠✉t✉❛❧
♣r♦❝❡ss ♦❢ ❣✐✈✐♥❣ ❛♥❞ r❡❝❡✐✈✐♥❣ ❝♦♥✜❞❡♥❝❡ ❤❛s ❜❡❡♥ ❧♦st✳ ❚❤✐s r❡❝✐♣r♦❝✐t②✱ t❤✐s ♠✉t✉❛❧
❢❛♠✐❧✐❛r✐t② ❤❛❞ ❜❡❡♥ s✉❣❣❡st❡❞ t❤♦✉❣❤ t❤r♦✉❣❤ t❤❡ ❞❡s❝r✐♣t✐♦♥ ♦❢ t❤❡ r❡❝r❡❛t✐♦♥ ✐♥
■♥ ✐t ✐s ❛❧❧ ❡①♣❧✐❝✐t❧② ❛❜♦✉t t❤❡ tr✉st ❬♥♦t ❛❜♦✉t ❢❛♠✐❧✐❛r✐t②❪ ②♦✉♥❣st❡rs ❣✐✈❡ ❛♥❞ t❤❡
❡❞✉❝❛t♦rs ✇✐♥ t❤❛♥❦s t♦ t❤❡✐r ❝♦♥✜❞❡♥t✐❛❧✱ ❢❛♠✐❧✐❛r st②❧❡ ♦❢ ❞❡❛❧✐♥❣ ✇✐t❤ ♣❡♦♣❧❡✳
❱❛❧❢rè✬s ♣❛rt ❤❛s ❜❡❝♦♠❡ ❧❛r❣❡r ✐♥ t❤❛♥ ✐♥ ♠❛♥✉s❝r✐♣t ❛s ❛ ❝♦♥s❡q✉❡♥❝❡ ♦❢ t❤❡
♣❛rt ✐♥ ✇❤✐❝❤ t❤❡ ②♦✉♥❣st❡rs ❡①♣r❡ss t❤❡✐r tr✉st✳ ■t ✐s ♦♥❝❡ ♠♦r❡ ❛ ♣r♦♦❢ ♦❢ t❤❡ ❢r❡❡❞♦♠
▲❡♠♦②♥❡ ❛❧❧♦✇❡❞ ❤✐♠s❡❧❢ ✐♥ t❤❡ ❝♦♠♣♦s✐t✐♦♥ ✇❤❡♥ ✉s✐♥❣ t❤❡ ❞❛t❛ ❤❡ ❤❛❞ ❛t ❤✐s ❞✐s♣♦s❛❧✳
❆❢t❡r t❤❛t ❡①♣❧❛♥❛t✐♦♥ ♦❢ ❝♦♥✜❞❡♥❝❡ ❱❛❧❢rè✬s ♣❛rt ❤❛s ❝♦♠❡ t♦ ❛♥ ❡♥❞✳ ❍❡ ❞✐s❛♣♣❡❛rs
❢r♦♠ t❤❡ st❛❣❡ t♦ ♠❛❦❡ r♦♦♠ ❢♦r t❤❡ ❞✐s❝✉ss✐♦♥ ♣❛rt♥❡r ❢r♦♠ t❤❡ ✜rst ♥♦t❡s ✭✮✳ ❉✉❡ t♦ t❤❡
❞✐❣r❡ss✐♦♥ ♦♥ tr✉st ❤✐s ♣❛rt ❤❛❞ ❜❡❡♥ ❧♦♥❣❡r t❤❛♥ ♣❧❛♥♥❡❞ ✐♥ t❤❡ ❛tt❡♠♣t ✐♥ ♠❛♥✉s❝r✐♣t
✳ ■♥ t❤✐s ✇❛② ❤♦✇❡✈❡r✱ t❤❡ ❛✉t❤♦r ❞✐❞ ♥♦t r❡❛❝❤ ❛ r❡❛❧ ❜❛❧❛♥❝❡ ❜❡t✇❡❡♥ t❤❡ ❝♦♠♠❡♥t
♦♥ t❤❡ ✜rst s❝❡♥❡ ❛♥❞ t❤❡ ♦♥❡ ♦♥ t❤❡ s❡❝♦♥❞ s❝❡♥❡✳ ❋r♦♠ ❛ ❝♦♠♣♦s✐t✐♦♥❛❧ ♣♦✐♥t ♦❢ ✈✐❡✇
✐t ✐s ♥♦t ✈❡r② s✉❝❝❡ss❢✉❧ t♦ ❤❛✈❡ ❱❛❧❢rè t❛❦❡ ✬❋r❡♥❝❤ ❧❡❛✈❡✬ ❛♥❞ ♥♦t t♦ ❛❧❧♦✇ ❤✐♠ ❜❛❝❦ ❢♦r
❛♥② ❝♦♥tr✐❜✉t✐♦♥ t♦ t❤❡ r❡✢❡❝t✐♦♥s ✐♥ t❤❡ s❡❝♦♥❞ ♣❛rt ♦❢ t❤❡ r❡❝r❡❛t✐♦♥ t✐♠❡✳ ❆s ❤❡ ✇❛s
♣r❡s❡♥t ❛♥②✇❛②✱ ❱❛❧❢rè ❝♦✉❧❞ ✈♦✐❝❡ t❤❡ r❡s♣♦♥s✐❜❧❡ ♦♣✐♥✐♦♥ ♦❢ ❛♥ ❛❞✉❧t ♣❡rs♦♥ ❛❜♦✉t t❤❡
♥❡①t s❝❡♥❡s ❛♥❞ ❝♦♥tr✐❜✉t❡ ❤✐s ♣♦s✐t✐♦♥✱ ♣♦ss✐❜❧② ✐♥ t❤❡ s❤❛❞♦✇ ♦❢ ❇✉③③❡tt✐✳
✸✳✸ ❚❤❡ r❡❝r❡❛t✐♦♥ ❛❜♦✉t ✶✽✽✹ ✉♥❞❡r ●✳ ❇✉③③❡tt✐✬s ❣✉✐❞❛♥❝❡ ❬✻✲✷✹❪
❆✮ ❚❤❡ ✜rst ♣❛rt ♦❢ t❤❡ r❡❝r❡❛t✐♦♥ ❢♦❝✉s❡s ♦♥ t❤❡ ❜♦②s✬ ❜❡❤❛✈✐♦✉r ❬✻✲✶✹❪
✸✳✸✳✶ ▼❛❦✐♥❣ ❛❝q✉❛✐♥t❛♥❝❡ ✇✐t❤ ❇✉③③❡tt✐ ❬✻✲✼❪
❚❤❡ ❣✉✐❞❡ ✐♥ t❤❡ s❡❝♦♥❞ s❝❡♥❡ ❞✐❞ ♥♦t r❡❝❡✐✈❡ ❛ ♣r♦♣❡r ♥❛♠❡ ✐♥ ✳ ■t r❡♠❛✐♥❡❞ ✏t❤❛t
♦t❤❡r ♣❛st ♣✉♣✐❧✑ ❛♥❞ ✏s❛✐❞ t❤❛t ♣❛st ♣✉♣✐❧✳✑ ■♥ ❤❡ ❤❛❞ ❜❡❡♥ ✐♥tr♦❞✉❝❡❞ ✐♥ ❛ s♦♠❡✇❤❛t
♠♦r❡ ❝♦♥❝r❡t❡ ✇❛② ❛s ✏♠② ♦t❤❡r ♣❛st ♣✉♣✐❧ ✇✐t❤ ❛ ✈❡r② ✇❤✐t❡ ❜❡❛r❞✳✑ ■♥ t❤✐s str✐❦✐♥❣
❛♣♣❡❛r❛♥❝❡ ✇❛s ♥♦t s✐❣♥✐✜❝❛♥t ②❡t ❢♦r t❤❡ st♦r②✳ ■t ✐s ♥♦t ♠❡♥t✐♦♥❡❞ t❤❡r❡✱ ❜✉t ✐t ✐s ❢♦✉♥❞
✐♥ t❤❡ ❧❡tt❡r t♦ t❤❡ ❜♦②s✳ ❚❤❡ ❜❡❛r❞ s❡r✈❡s ❢✉rt❤❡r ✐♥ t❤❡ t❡①t ❛s ❛ ♠❡❛♥s t♦ ❛✈♦✐❞ ❛❧❧
❝♦♥❢✉s✐♦♥ ♦❢ ✐❞❡♥t✐t② ❛❜♦✉t t❤❡ s♣❡❛❦❡r ✭✱ ✻✮✳ ■t ✐s q✉✐t❡ ♣♦ss✐❜❧❡ t❤❡ ✇r✐t❡r ❝♦✉❧❞ ♠❛❦❡
t❤❡ ❜♦②s ❣✉❡ss t❤❡ ✐❞❡♥t✐t② ♦❢ t❤❡ s❡❝♦♥❞ ❞✐s❝✉ss✐♦♥ ♣❛rt♥❡r ❜❡❝❛✉s❡ ♠♦st ♦❢ t❤❡♠ ✇❡r❡
❢❛♠✐❧✐❛r ✇✐t❤ t❤❡ ❛♣♣❡❛r❛♥❝❡ ♦❢ t❤❡ ❛❣❡❞ ❇✉③③❡tt✐✳✾✼ ■t ✐s ❛❧s♦ ♣♦ss✐❜❧❡✱ ❤♦✇❡✈❡r✱ t❤❡
✾✼
❇✉③③❡tt✐ ✇❛s ❛ ♠❡♠❜❡r ♦❢ t❤❡ ❜r❛ss ❜❛♥❞✳ ❖♥ ❛♥ ✶✽✼✵ ♣✐❝t✉r❡ ❤❡ ❤❛s ❛ ❜❡❛r❞ ✇❤✐❝❤ ✇❛s t❤❡♥ ❞❡s❝r✐❜❡❞
❛s ❢✉❧❧ ❛♥❞ ❣✐♥❣❡r✲❝♦❧♦✉r❡❞✳ ❙❡❡ ❙❖▲❉❆✬✱ ❉♦♥ ❇♦s❝♦ ♥❡❧❧❛ ❢♦t♦❣r❛✜❛ ❞❡❧❧✬✽✵✵ ✶✽✻✶✲✶✽✽✽✱ ❚✉r✐♥✱ ❙❊■✱
✶✾✽✼✱ ♣♣✳ ✶✷✷✲✶✷✸✳ ❈❊❘■❆✱ ❊✳✱ Pr♦✜❧✐ ❞✐ ✸✸ ❝♦❛❞✐✉t♦r✐ s❛❧❡s✐❛♥✐✱ ❈♦❧❧❡ ❉♦♥ ❇♦s❝♦ ✭❆st✐✮✱ ✶✾✺✷✱ ♣♣✳
✶✾✲✷✹✳ ❍❡ ✇❛s ♣r❡s❡♥t q✉✐t❡ ♦❢t❡♥ ✐♥ ❞r❡❛♠ ❛❝❝♦✉♥ts ✇❤✐❝❤ ❉♦♥ ❇♦s❝♦ r❡❧❛t❡❞ ❛s ❡✈❡♥✐♥❣ t❛❧❦s✱ ❢♦r
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❛✉t❤♦r ✇❛♥t❡❞ t♦ ❦❡❡♣ t❤✐♥❣s ❣❡♥❡r❛❧ ❛♥❞ ✐♥❞❡✜♥✐t❡ s♦ ❛s ♥♦t t♦ st✐r ✉♣ ❛♥② s✉s♣✐❝✐♦♥
❛❜♦✉t ❇✉③③❡tt✐✬s ❥♦✉r♥❡② t♦ ❘♦♠❡ t♦ ✐♥❢♦r♠ ❉♦♥ ❇♦s❝♦✳
❚❤❡ s✉♣♣♦s✐t✐♦♥ t❤❛t ♠❡♥t✐♦♥✐♥❣ t❤❡ ✇❤✐t❡ ❜❡❛r❞ ❝♦✉❧❞ ❜❡ ❛♥ ✐♥❝✐❞❡♥t❛❧ ❢❡❛t✉r❡ ♥♦t
r❡❢❡rr✐♥❣ t♦ ❛ ❦♥♦✇♥ ♣❡rs♦♥ ♦❝❝✉rs t♦ ♠❡ ❜❡❝❛✉s❡ ▲❡♠♦②♥❡ ❝♦♥s✐❞❡rs ✐t ♥❡❝❡ss❛r② t♦ r❡✈❡❛❧
t❤❡ ❈❤r✐st✐❛♥ ♥❛♠❡ ❛♥❞ s✉r♥❛♠❡ ♦❢ t❤❡ s❡❝♦♥❞ ♣❛st ♣✉♣✐❧ ❞✐r❡❝t❧② ♥♦✇ ✐♥ ✳ ✭✏❚❤✐s ♠❛♥
✇❛s ❏♦s❡♣❤ ❇✉③③❡tt✐✳✑✮ ❇② r❡✈❡❛❧✐♥❣ t❤❡ ♥❛♠❡ ♦❢ t❤❡ ✏♦t❤❡r ♣❛st ♣✉♣✐❧✑ ▲❡♠♦②♥❡ ❞♦❡s
❥✉st✐❝❡ t♦ t❤❡ ✜rst ❢❛❝t ♦❢ ♠❛♥✉s❝r✐♣t ✳ P❡r❤❛♣s ❤❡ ❝♦♥s✐❞❡r❡❞ ✐t ♠♦r❡ ♣r❛❝t✐❝❛❧ ♥♦t t♦
♦♥❧② ♣r❡s❡♥t ❝r✐t✐❝✐s♠✱ ❡s♣❡❝✐❛❧❧② ❝♦♥❝❡r♥✐♥❣ t❤❡ s✐t✉❛t✐♦♥ ✐♥ ♦r ❛r♦✉♥❞ ✶✽✽✹✱ ❛s ❝♦♠✐♥❣
❢r♦♠ ❉♦♥ ❇♦s❝♦ ♦r ❤✐♠s❡❧❢ ❞✐r❡❝t❧②✱ ❜✉t ❢r♦♠ s♦♠❡♦♥❡ ✇❤♦ ❦♥♦✇s t❤❡ r♦♣❡s✳ ❇✉③③❡tt✐ ✇❛s
❛ ♠❛♥ ✇❤♦ ❤❛❞ ✇♦r❦❡❞ ❢♦r ②❡❛rs ❛s ❛ ❧❛②♠❛♥ ❛♥❞ ✏❢r✐❡♥❞ ♦❢ ❉♦♥ ❇♦s❝♦✑ ✐♥ t❤❡ ❖r❛t♦r②
❛♥❞ ❤❛❞ ♣✉t ❤✐♠s❡❧❢ t♦t❛❧❧② ❛t t❤❡ s❡r✈✐❝❡ ♦❢ t❤❡ ❈♦♥❣r❡❣❛t✐♦♥ ❛s ❛ ❙❛❧❡s✐❛♥ ❈♦❛❞❥✉t♦r
s✐♥❝❡ ✶✽✼✼✳ ❍❡ ❤❛❞ ❜❡❡♥ ✇✐t❤ ❉♦♥ ❇♦s❝♦ ❢r♦♠ t❤❡ st❛rt✱ ❤❛❞ ❧✐✈❡❞ t❤r♦✉❣❤ ❛ ❧♦t ♦❢ ❡✈❡♥ts
❛♥❞ ❤❛❞ r❡♠❛✐♥❡❞ ❧♦②❛❧ t❤r♦✉❣❤ r♦✉❣❤ ♣❛t❝❤❡s✳ ❍❡ ❝♦✉❧❞ s♣❡❛❦ ✇✐t❤ ❛✉t❤♦r✐t②✳
❲✐t❤♦✉t ❛♥② ♣r❡❧✐♠✐♥❛r② ♣r♦❝❡❞✉r❡ ❤❡ ❛s❦s ❉♦♥ ❇♦s❝♦ t❤❡ q✉❡st✐♦♥ ✇✐t❤ ❛ ❞✐r❡❝t♥❡ss
s✐♠✐❧❛r t♦ ❱❛❧❢rè✬s✿ ✏❉♦♥ ❇♦s❝♦✱ ✇♦✉❧❞ ②♦✉ ❧✐❦❡ t♦ ❣❡t t♦ ❦♥♦✇ ❛♥❞ s❡❡ t❤❡ ❜♦②s ✇❤♦ ❛r❡
st❛②✐♥❣ ❛t t❤❡ ❖r❛t♦r② ❛t t❤❡ ♣r❡s❡♥t t✐♠❡❄✑ ❬✽❪ ✏●❡t t♦ ❦♥♦✇✑ ❡✈❡♥ ♣r❡❝❡❞❡s ✏t♦ s❡❡✑
❜♦t❤ ✐♥ ♠❛♥✉s❝r✐♣ts ❛♥❞ ✳ ■♥ ✐t ✇❛s t❤❡ ♦t❤❡r ✇❛② r♦✉♥❞✳ ❲❤❛t t❤❡ ❛✉t❤♦r ♠❡❛♥t
❜② ✐t✱ r❡♠❛✐♥s ✉♥❝❡rt❛✐♥✱ ❛❧❧ t❤❡ ♠♦r❡ s♦ ❜❡❝❛✉s❡ ❉♦♥ ❇♦s❝♦ ♦♥❧② s♣❡❛❦s ❛❜♦✉t ✏s❡❡✐♥❣✑
✐♥ ❤✐s ❛♥s✇❡r✳
❆s ❱❛❧❢rè ❞✐❞✱ ❇✉③③❡tt✐ ✉s❡s t❤❡ ♣♦❧✐t❡ ❢♦r♠ ❬✐♥ ■t❛❧✐❛♥❪ ❢♦r ②♦✉ ❛❞❞r❡ss✐♥❣ ❉♦♥ ❇♦s❝♦✱
✇❤♦ ❛❣❛✐♥ ✐s ❦❡❡♥ ♦♥ ❛♥s✇❡r✐♥❣ ✏②❡s✑✳ ❚❤✐s t✐♠❡ ❤❡ ❞♦❡s ♥♦t ❥✉st✐❢② ❤✐s ❛❣r❡❡♠❡♥t ✇✐t❤
t❤❡ ❢r✐❡♥❞❧② ❝♦♥✜r♠❛t✐♦♥ t❤❛t ✏■ ✇♦✉❧❞ ❧✐❦❡ t❤❛t ✈❡r② ♠✉❝❤✳✑ ❚❤❛t ✇❛s t❤❡ s❛♠❡ ✐♥ t❤❡
t❤r❡❡ ♠❛♥✉s❝r✐♣ts ✭❈✱ ❑ ❛♥❞ ♣✳ ✺✱ ❱❛❧❢rè ✮✳ ❱✐s✲à✲✈✐s ❇✉③③❡tt✐ ❤❡ ♥♦✇ ❣✐✈❡s t❤❡ s❛♠❡
r❡❛s♦♥ ❢♦r ❤✐s ✏②❡s✑ ✐♥ ❛s ✐♥ ✿ ✏✐t ✐s ❛ ♠♦♥t❤ s✐♥❝❡ ■ ❧❛st s❛✇ t❤❡♠✦✑ ■t ❝♦✉❧❞ ❜❡
❢♦r♠✉❧❛t❡❞ ♠♦r❡ ♣r❡❝✐s❡❧② ✏❛❧r❡❛❞② ❢♦r ♠♦r❡ t❤❛♥ ❛ ♠♦♥t❤✑ ♦r ✏❛❧♠♦st ♦♥❡ ♠♦♥t❤ ❛♥❞
❛ ❤❛❧❢ ✑✱ ❢♦r ❤❡ ❤❛❞ ❧❡❢t ❚✉r✐♥ ♦♥ ▼❛r❝❤ ✶✳ ■t ✐s ❝❧❡❛r t❤❛t ❤✐s ❡①♣❧❛♥❛t✐♦♥✱ ✐♥ ✇❤✐❝❤
❛♥ ❡❧❡♠❡♥t ♦❢ t❤❡ ❣❡♥❡r❛❧ ✐♥tr♦❞✉❝t✐♦♥✱ ✐✳❡✳ t❤❡ ❧♦♥❣ ❛❜s❡♥❝❡✱ ❝♦♠❡s t❤r♦✉❣❤✱ ✐s ♠❡❛♥t
r❛t❤❡r ❢♦r t❤❡ ❜♦②s t❤❛♥ ❢♦r t❤❡ s✉♣❡r✐♦rs✱ t❡❛❝❤❡rs ❛♥❞ ❛ss✐st❛♥ts✳ ❇✉③③❡tt✐ ❛s❦s ✐♥❞❡❡❞
✐❢ ❉♦♥ ❇♦s❝♦ ✏✇❛♥ts t♦ ❣❡t t♦ ❦♥♦✇ ❛♥❞ s❡❡ t❤❡ ❜♦②s ✇❤♦ ❛r❡ st❛②✐♥❣ ❛t t❤❡ ❖r❛t♦r② ❛t
t❤❡ ♣r❡s❡♥t t✐♠❡✑ ❛♥❞ ❉♦♥ ❇♦s❝♦ r❡♣❧✐❡s ✏❤❡ ❤❛❞ ♥♦t✑ s❡❡♥ ✏t❤❡♠✑ s✐♥❝❡ ❛ ♠♦♥t❤✳ ❚❤❡
❛✉t❤♦r ❤❛❞ ❝♦♥s❡q✉❡♥t❧② ❜❡tt❡r ❣♦♥❡ ❜❛❝❦ t♦ t❤❡ ♣❧❛✐♥ t❡①t ♦❢ ✇✐t❤♦✉t ❛♥② ❢✉rt❤❡r
❛r❣✉♠❡♥t✳
✸✳✸✳✷ ❉❡s❝r✐♣t✐♦♥ ♦❢ t❤❡ ❧✐st❧❡ss r❡❝r❡❛t✐♦♥ ❢♦❝✉s✐♥❣ ♦♥ t❤❡ ❜♦②s✬ ❜❡❤❛✈✐♦✉r ❬✼✲✾❪
❲❤❡♥ ✐♥ t❤❡ ❧✐tt❧❡ ♣❛ss❛❣❡ ✐♥ ❜❡t✇❡❡♥✱ ❇✉③③❡tt✐ ✉s✐♥❣ ❤✐s ✜♥❣❡r✱ ♣♦✐♥ts ❛t ✏t❤❡♠✑✱ ✉♥❞❡✲
♥✐❛❜❧② t❤❡ ❜♦②s ❛r❡ ♦♥❝❡ ♠♦r❡ ✐♥t❡♥❞❡❞✳ ❚❤❡ ❞❡s❝r✐♣t✐♦♥ ♦❢ t❤❡ r❡❝r❡❛t✐♦♥ r✐❣❤t ♥♦✇ ❤❛s
❜❡❡♥ ❝❧❡❛r❧② ❛♥❞ ❡✈❡♥ ♦♥❡✲s✐❞❡❞❧② ❞✐r❡❝t❡❞ ❛t t❤❡ ❜♦②s✬ ❜❡❤❛✈✐♦✉r✳ ❆♥❞ ✇❤❡♥ ✐♥ t❤❡ s❛♠❡
♣✐❡❝❡ ✐♥❜❡t✇❡❡♥✱ ❉♦♥ ❇♦s❝♦ s✉❞❞❡♥❧② s✇✐t❝❤❡s t♦ t❤❡ ❛❞❞r❡ss ✏❛❧❧ ♦❢ ②♦✉✑✱ ❤❡ ❞✐r❡❝t❧② ❛♥❞
❡①❛♠♣❧❡ ✐♥ t❤❡ r❡tr❡❛t✬s ♣❡r✐♦❞ ♦❢ ✶✽✼✺ ✭▼❇ ❳■✱ ♣✳ ✷✺✽❀ ❊▼❇ ❳■✱ ♣✳ ✷✹✵✮✳ ❲❡ ❝❛♥ ✜♥❞ ✐t ❛❧s♦ ✐♥
❛ P✐✉s ■❳ st♦r②✱ ✇❤✐❝❤ ❤❡ t♦❧❞ ♦♥❧② t❤❡ r❡❝t♦rs ✐♥ ✶✽✼✼ ✭▼❇ ❳■■■✱ ♣✳ ✹✸❀ ❊▼❇ ❳■■■✱ ♣✳ ✷✻✮✳ ❈❢✳
t❤❡ t❡st✐♠♦♥② ♦❢ ❞♦♥ ❇♦♥❡tt✐ ✐♥ ✏❙t♦r✐❛ ❞❡❧❧✬❖r❛t♦r✐♦ ❞✐ ❙✳ ❋r❛♥❝❡s❝♦ ❞✐ ❙❛❧❡s✱ ❈❛♣♦ ❱✑❇♦❧❧❡tt✐♥♦
❙❛❧❡s✐❛♥♦✱ ✶✽✼✾✱ ♥♦✳ ✺✱ ♣✳ ✻✳
✽✵

9 Pages 81-90

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9.1 Page 81

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❡①❝❧✉s✐✈❡❧② ❛❞❞r❡ss❡s ❤✐♠s❡❧❢ t♦ t❤❡ ❜♦②s ✇❤♦ ❤❛✈❡ ❜❡❡♥ ♣♦✐♥t❡❞ ♦✉t ❜② ❤✐s ❞✐s❝✉ss✐♦♥
♣❛rt♥❡r✬s ✜♥❣❡r✳ ❚❤✐s ❞✐r❡❝t ❛❞❞r❡ss t♦ t❤❡ ②♦✉♥❣st❡rs ♦❢ ❝♦✉rs❡ ❞♦❡s ♥♦t ♠❛t❝❤ t❤❡ ♥❛r✲
r❛t✐✈❡ str✉❝t✉r❡✱ ✇❤✐❝❤ ✐♥ t❤❡ ✜rst ❞r❛❢t ❡❞✐t✐♦♥ ✭✮ ❤❛❞ ❜❡❡♥ ❝♦♥s✐st❡♥t❧② ♠❛✐♥t❛✐♥❡❞ ❜②
t❤❡ ♣❤r❛s❡✿ ✏■ s❛✇ t❤❡ ❖r❛t♦r② ❛♥❞ ❛❧❧ t❤❡ ❜♦②s✳ ✳ ✳ ✑ ❊✈✐❞❡♥t❧② t❤❡r❡ ❛❧s♦ ❵❛❧❧ t❤❡ ❜♦②s✬✳
❚❤❡ s✇✐t❝❤ ❢r♦♠ ✐♥❞✐r❡❝t t♦ ❞✐r❡❝t s♣❡❡❝❤ ❝❛♥ ♦♥❧② ❜❡ ❡①♣❧❛✐♥❡❞ ❜② t❤❡ ❡❧❛❜♦r❛t✐♦♥ ❛s ❛
❧❡tt❡r ❢♦r t❤❡ ❜♦②s ✭✮✱ ♠♦st ♣r♦❜❛❜❧② ✐♥ ♦r❞❡r t♦ ❧✐✈❡♥ ✉♣ t❤❡ r❡❛❞✐♥❣ ♦✉t ♦❢ t❤❡ ❧❡tt❡r t♦
❛ ②♦✉♥❣ ❛✉❞✐❡♥❝❡✳ ❆❢t❡r✇❛r❞s t❤✐s ❢♦r♠✉❧❛t✐♦♥ s♥❡❛❦❡❞ ✐♥t♦ t❤❡ ❝✐r❝✉❧❛r t♦ t❤❡ ❡❞✉❝❛t♦rs✱
❜✉t ❧❡ss ❛♣♣r♦♣r✐❛t❡❧②✳ ❇✉③③❡tt✐✬s q✉❡st✐♦♥ ❛t t❤❡ ❡♥❞ ♦❢ t❤❡ ❞❡s❝r✐♣t✐♦♥ ✇♦✉❧❞ r✐❣❤t❧② ❜❡✿
✏❍❛✈❡ ②♦✉ s❡❡♥ ②♦✉r ❜♦②s❄✑ ■♥ t❤✐s ✇❛② t❤❡ ❛✉t❤♦r ❢r❛♠❡❞ t❤❡ ♣❧❛②❣r♦✉♥❞ s❝❡♥❡ ❛❣❛✐♥
✇✐t❤ ❛♥ ✐♥❝❧✉s✐♦♥✳ ■t ✇✐❧❧ str✐❦❡ ✉s t❤❛t ❇✉③③❡tt✐ ♥♦✇ ✉s❡s t❤❡ ❝♦♥✜❞❡♥t✐❛❧ ❛❞❞r❡ss ❢♦r
t❤❡ s❡❝♦♥❞ ♣❡rs♦♥ ■t❛❧✐❛♥✿ ✏❍❛✐ ✈✐st✐ ✐♥ t❤❡ ❝♦♥❝❧✉❞✐♥❣ q✉❡st✐♦♥✳ ■t ♠❛② ❜❡ ❛ ❧❡❢t♦✈❡r
❢r♦♠ ♠❛♥✉s❝r✐♣t ✇❤✐❝❤ t❤❡ ❛✉t❤♦r ❞✐sr❡❣❛r❞❡❞✳✾✽
❚❤❡ st❛rt ♦❢ t❤❡ ❞❡s❝r✐♣t✐♦♥ ♦❢ t❤❡ r❡❝r❡❛t✐♦♥ ✐♥ ✶✽✽✹ ❝❛t❝❤❡s ♦✉r ❡②❡ t❤r♦✉❣❤ ❛ s❤❛r♣
❝♦♥tr❛st ❜❡t✇❡❡♥ t❤❡ ❜❡❣✐♥♥✐♥❣s ♦❢ t❤❡ ♦✉t❧✐♥❡ ♦❢ t❤❡ ✜rst s❝❡♥❡✱ ❜✉t ❛❧s♦ ❜② ♣✉tt✐♥❣ ✇❤❛t
❝❛♥ ❜❡ ❤❡❛r❞ ✐♥ t❤❡ ❢♦r❡❣r♦✉♥❞✳ ❚❤❡ r❡s✉❧t ♦❢ ❵❧♦♦❦✐♥❣✬ ❝♦♠❡s ❛❢t❡r✇❛r❞s✳ ❚❤❡ ❧❡tt❡r t♦
t❤❡ ❛❞✉❧ts ❛❣❛✐♥ t❛❦❡s ✉♣ t❤❡ ❝❤❛r❛❝t❡r✐st✐❝ ✏♥♦ ♠♦r❡ ❝♦✉❧❞ ■ ❤❡❛r t❤❡ ❥♦②❢✉❧ s❤♦✉ts ❛♥
s✐♥❣✐♥❣✑ ❢r♦♠ ♠❛♥✉s❝r✐♣t ✱ ❢r♦♠ ✇❤✐❝❤ ♣r❡❝✐s❡❧② t❤❡ t②♣✐❝❛❧ ✏❥♦②❢✉❧✑ ❤❛❞ ❜❡❡♥ ❞r♦♣♣❡❞
✐♥ t❤❡ ❧❡tt❡r t♦ t❤❡ ❜♦②s✳ ▼❛♥✉s❝r✐♣t ❞♦❡s r❡s♣❡❝t✱ t❤♦✉❣❤✱ t❤❡ s❤✐❢t ✐♥ t❤❡ ❧❡tt❡r
t♦ t❤❡ ❜♦②s ✇❤❡r❡ ✏♥♦ ♠♦r❡ s❤♦✉ts✑ ❤❛❞ ✐♥❞❡❡❞ ❜❡❡♥ ♣✉t ✐♥ ❢r♦♥t ♦❢ ✏s✐♥❣✐♥❣✑✳ ❆❧❧ ♦❢
t❤✐s r❡✈❡❛❧s t❤❡ ❛✉t❤♦r✬s ✐♥t❡♥t✐♦♥✳ ❋♦r t❤❡ ❙❛❧❡s✐❛♥s ❤❡ ✇❛♥ts t♦ ♣♦✇❡r❢✉❧❧② ❛❝❝❡♥t✉❛t❡
t❤❡ ♥❡❡❞ ❢♦r ❝❤❡❡r❢✉❧♥❡ss ❛♥❞ ❥♦② ❢♦r ❛ ❣♦♦❞ ❡❞✉❝❛t✐♦♥ t❤r♦✉❣❤ ❛ ♥❡❣❛t✐✈❡ ♣❤r❛s❡ ✕ t❤❡
❧❛❝❦ ♦❢ ❝❤❡❡r❢✉❧♥❡ss ✕ ❛s ♠✉❝❤ ❛s t❤r♦✉❣❤ t❤❡ ♣♦s✐t✐✈❡ ❛♣♣r♦❛❝❤ ✐♥ t❤❡ ❞❡s❝r✐♣t✐♦♥ ♦❢ t❤❡
✜rst s❝❡♥❡✳ ■♥ ❢❛❝t ❤❡ ✇❛♥ts t♦ ❞♦ s♦ ✇✐t❤ ❡✈❡♥ ♠♦r❡ ❡♠♣❤❛s✐s✱ ✇❤✐❝❤ ✐s ❝♦♠♣r❡❤❡♥s✐❜❧❡
❜❡❝❛✉s❡ t❤❡ t❡①t ✐s ♥♦✇ ♠❡❛♥t ❢♦r t❤❡ ❡❞✉❝❛t♦rs t❤❡♠s❡❧✈❡s✳ ❚❤❡② s❤♦✉❧❞ ❜❡ ❛✇❛r❡ t❤❛t
❣♦♦❞ ❡❞✉❝❛t✐♦♥ ✐s ♥♦t ♣♦ss✐❜❧❡ ✐♥ ❛ s❛❞ ❛♥❞ ♠❡❧❛♥❝❤♦❧② ❛t♠♦s♣❤❡r❡✳
■♥ t❤❡ ❛❜♦✈❡✲♠❡♥t✐♦♥❡❞ ❣♦♦❞ ♥✐❣❤t ♦❢ ✶✽✻✽ t❤✐s s♦rt ♦❢ r❡❝r❡❛t✐♦♥ ✇❛s ❞❡s❝r✐❜❡❞ ✐♥ ❛♥
❡♠❜r②♦♥✐❝ ✇❛②✳ ❉♦♥ ❇♦s❝♦ ❝❛rr✐❡❞ ♦♥ ✇✐t❤ ❤✐s st♦r②✿ ✏❆t t❤✐s ♣♦✐♥t ❛ str❛♥❣❡r ❛♣♣❡❛r❡❞
❛t ♠② s✐❞❡ ❛♥❞ st♦♦❞ ✇❛t❝❤✐♥❣ t❤❡ ❜♦②s ✇✐t❤ ♠❡✳ ✕ ❨♦✉ ❦♥♦✇ t❤❛t ❛ ❣✉✐❞❡ ❛❧✇❛②s s❤♦✇s
✉♣ ✐♥ ♠② ❞r❡❛♠s✳ ❚❤❡♥ ❛ ♠②st❡r✐♦✉s ❝✉rt❛✐♥ ❛❜r✉♣t❧② ❛♣♣❡❛r❡❞ ❜❡❢♦r❡ ✉s✱ ❜❧♦tt✐♥❣ ♦✉t
t❤✐s ❥♦②♦✉s s❝❡♥❡✳ ✳ ✳ ■♥ t❤❡ ♠❡❛♥t✐♠❡ t❤❡ ❜♦②s✬ ❝❤❡❡r❢✉❧ ❤✉❜❜✉❜ ❤❛❞ q✉✐❝❦❧② t✉r♥❡❞ ✐♥t♦
❣❧♦♦♠② s✐❧❡♥❝❡✳✑ ❚❤❡♥ t❤❡ ❣✉✐❞❡ ❡①♣❧❛✐♥❡❞ ✇❤❛t ✇❛s ❣♦✐♥❣ ♦♥ ✇✐t❤ t❤❡ ❜♦②s✳ ❙✉❜s❡q✉❡♥t❧②
t❤❡ ✈❡✐❧ ✇❛s ❧✐❢t❡❞ ❛ s❡❝♦♥❞ t✐♠❡ ❛♥❞ ❛♥♦t❤❡r t❤r♦♥❣ ♦❢ ❜♦②s ❜❡❝❛♠❡ ✈✐s✐❜❧❡✳ ✏❋♦r♠❡r❧②
✈❡r② ❤❛♥❞s♦♠❡✱ t❤❡② ♥♦✇ ❛♣♣❡❛r❡❞ ✉❣❧②✱ s✉❧❧❡♥✱ ❛♥❞ ❝♦✈❡r❡❞ ✇✐t❤ ❤✐❞❡♦✉s s♦r❡s✳ ❚❤❡②
✇❛❧❦❡❞ ❛❜♦✉t ✇✐t❤ ❣r❡❛t ♠❡❧❛♥❝❤♦❧② ❛s ✐❢ st♦♦♣❡❞ ♦r ✇❛st❡❞ ❜② ❛❣❡✳✑ ❚❤✐s s❝❡♥❡ ❡❧✐❝✐t❡❞
❉♦♥ ❇♦s❝♦✬s q✉❡st✐♦♥✿ ✏❲❤❛t ❤❛♣♣❡♥❡❞❄ ❚❤❡s❡ ❜♦②s✱ ♦♥❝❡ s♦ ❤❛♥❞s♦♠❡ ❛♥❞ ❥♦②❢✉❧ ✕
✇❤② ❛r❡ t❤❡② ♥♦✇ s♦ ✉❣❧② ❛♥❞ ♠❡❧❛♥❝❤♦❧②❄✑ ✾✾ ✼✱ ❝♦❧✉♠♥ ✻❚❤❡ ❝♦♥tr❛st ✇❛s ♥♦t ❧❡ss
✾✽❆❝❝♦r❞✐♥❣ t♦ ❊✳ ❈❡r✐❛ ❉♦♥ ❇♦s❝♦ ✇❛s ♥♦t s✉❝❤ ❛ ❣r❡❛t ❢❛♥ ♦❢ ✉s✐♥❣ t❤❡ ❝♦♥✜❞❡♥t✐❛❧ ❢♦r♠ ♦❢ ✏t✉ ✑ ✭✏②♦✉✑✮✱
❧❡t ❛❧♦♥❡ ❤❡ ✇♦✉❧❞ ❛❧❧♦✇ ✐t t♦ ❜❡ ✉s❡❞✳ ❈❢✳ ❛♥❡❝❞♦t❡ ✇✐t❤ ●✳ ❱❡s♣✐❣♥❛♥✐✳ ❖♥❡ ❞❛② ✐♥ ✶✽✼✽ ❤❡ ♠❛❞❡
✐t ❝❧❡❛r ❤❡ ✇❛♥t❡❞ ❉♦♥ ❇♦s❝♦ t♦ ✉s❡ t❤❡ ❝♦♥✜❞❡♥t✐❛❧ ❢♦r♠ ✇❤❡♥ ❛❞❞r❡ss✐♥❣ ❤✐♠✳ ❉♦♥ ❇♦s❝♦ ❤♦✇❡✈❡r
r❡♣❧✐❡❞✿ ✏■ ✇✐❧❧ ❞♦ s♦ ✇❤❡♥ ②♦✉ ❤❛✈❡ ❜❡❝♦♠❡ ❜❡tt❡r✳✑ ✕ ❉♦♥ ❇♦s❝♦ ✇❛✐t❡❞ ✉♥t✐❧ ✶✽✽✵ ✭▼❇ ❳■■■✱ ♣✳
✽✼✽❀ ❊▼❇ ❳■■■✱ ♣♣✳ ✻✽✺✲✻✽✻✳ ❈❢✳ ❊ ■■■✱ ♣♣✳ ✸✼✽✲✸✼✾✮✳ ❍♦✇ t❤❡ ♣r❛❝t✐❝❡ r❡❛❧❧② ✇❛s ✐s s❤♦✇♥ ✐♥ ❛
❧❡tt❡r ♦❢ ❉♦♥❛t♦ ❊❞♦❛r❞♦ ❢r♦♠ ✶✽✻✵ ✐♥ ▼❇ ❱■✱ ♣✳ ✺✾✷❀ ❊▼❇ ❱■✱ ♣✳ ✸✸✽✳
✾✾▼❇ ■❳✱ ♣♣✳ ✶✺✽✲✶✺✾❀ ❊▼❇ ■❳✱ ♣♣✳ ✼✽✲✼✾✳ ❈❢✳ ❛❧s♦ ❢♦♦t♥♦t❡ ✶✵✶ ✐♥ t❤❡ ✜rst ❝❤❛♣t❡r st✉❞② ❛♥❞ ❢♦♦t♥♦t❡
✼✼ ✐♥ t❤✐s ❝❤❛♣t❡r✳ ❚❤❡ ♣❤r❛s❡ ✏❣❧♦♦♠② s✐❧❡♥❝❡✑ str✐❦❡s ♦♥❡ ✐♥ t❤❡ ✶✽✻✽ t❛❧❡✳ ■♥ ■t❛❧✐❛♥ ✏ ✉♥ ♠❛❧✐♥❝♦♥✐❝♦
s✐❧❡♥③✐♦✳✑ ✏ ▼❛❧✐♥❝♦♥✐❛✑ ❛❧s♦ t✉r♥❡❞ ✉♣ ✐♥ ❉♦♥ ❇♦s❝♦✬s ❧❡tt❡r t♦ ❋r ▲❛③③❡r♦ ✭✷✸ ❆♣r✐❧ ✶✽✽✹✮ ✭❢♦♦t♥♦t❡
✽✶

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s❤❛r♣ t❤❡♥ ❛♥❞ ✐♥ t❤❡ ❞❡s❝r✐♣t✐♦♥ t❤❡ s❛♠❡ ✇♦r❞s ✇❡r❡ ✉s❡❞✳
❆❧t❤♦✉❣❤ t❤❡ ✐♠♣r❡ss✐♦♥ ♦❢ t❤✐s s❤♦rt ✐♥tr♦❞✉❝t♦r② s❝❡♥❡ t♦ t❤❡ ♦✈❡r❛❧❧ ♣✐❝t✉r❡ ✐♥ ✶✽✽✹ ✐s
❣❡♥❡r❛❧ ❛♥❞ ❝❛t❛str♦♣❤✐❝✱ t❤❡ ♥❡①t ❞❡s❝r✐♣t✐♦♥ s❤♦✇s ✐♠♠❡❞✐❛t❡❧② t❤❛t t❤❡ r❡❛❧ s✐t✉❛t✐♦♥
✐♥ t❤❡ ♣r❡s❡♥t✲❞❛② ❖r❛t♦r② r❡q✉✐r❡s s♦♠❡ ♥✉❛♥❝❡✳
❋✐rst ❛♥❞ ❢♦r❡♠♦st ✏♦♥❡✑ ❝♦✉❧❞ ♥♦t r❡❛❞ ✏❛ ✇❡❛r② ❜♦r❡❞♦♠✱ ❛ s✉r❧✐♥❡ss✱ ❛ s✉s♣✐❝✐♦♥✑ ✐♥
t❤❡ ❢❛❝❡s ♦❢ ❛❧❧ ✐♥✈♦❧✈❡❞✱ ❜✉t ❵♦♥❧②✬ ❬✐❢ ♦♥❡ ♠❛② s❛② s♦❪ ✏✐♥ t❤❡ ❢❛❝❡s ❛♥❞ ❛❝t✐♦♥s ♦❢ ♠❛♥②
❜♦②s✳✑
❚❤❡ ✜rst ❦✐♥❞ ♦❢ ♥✉❛♥❝❡ ❛❧r❡❛❞② ♦❝❝✉rr❡❞ ✐♥ t❤❡ ❧❡tt❡r t♦ t❤❡ ❜♦②s✱ ✇❤❡r❡ t❤❡ ❣❡♥❡r✲
❛❧✐③❛t✐♦♥ ✏♦❢ ❛❧❧ t❤❡ ❜♦②s✬ ❜❡❤❛✈✐♦✉r✑ ♦❢ t❤❡ ✜rst ♠❛♥✉s❝r✐♣t ✭ ✮ ✇❛s s♦❢t❡♥❡❞ t♦ ✏♠❛♥②
♦❢ ②♦✉✳✑ ❚❤❡ ❡❞✐t♦r ❛♣♣❡❛rs ❛s ❝❛r❡❧❡ss ❛s ✐♥ t❤❡ ❧❡tt❡r t♦ t❤❡ ❜♦②s ♠✐①✐♥❣ ✉♣ t❤❡ ✉s❡ ♦❢
✏♦♥❡✑ ❛♥❞ t❤❡ ♣❡rs♦♥❛❧ ✜rst ♣❡rs♦♥ ✭✏■✑✮✳✶✵✵ ❍❡ ✐s ❝❛r❡❢✉❧ ❡♥♦✉❣❤ t❤♦✉❣❤ t♦ ❝❤❛♥❣❡ t❤❡
❞✐r❡❝t ❛❞❞r❡ss ✏❛♠♦♥❣ ②♦✉✑ ❛♥❞ ✏✐♥ ②♦✉r ❢❛❝❡s✑✱ ✇❤✐❝❤ ✇❡r❡ ♦❜✈✐♦✉s❧② ♠❡❛♥t ❢♦r t❤❡ ❜♦②s✱
✐♥t♦ ✏♠❛♥② ❜♦②s✑ ❛♥❞ ✏✐♥ t❤❡✐r ❢❛❝❡s✑✳
✸✳✸✳✷✳✶ ❆ ❢❡✇ ❜♦②s ♣❧❛②❡❞ ✐♥ ❛ ❝❛r❡❢r❡❡ ✇❛② ❬✏✐♥ ❧✐❣❤t✲❤❡❛rt❡❞ ❥♦②✑ ❪ ❬✽❪
❆♣❛rt ❢r♦♠ t❤❡s❡ ✏♠❛♥②✑ t❤❡r❡ ❛r❡ ❛♥♦t❤❡r ✏♠❛♥② ✇❤♦ r❛♥ ❛❜♦✉t ❛♥❞ ♣❧❛②❡❞ ✐♥ ❧✐❣❤t✲
❤❡❛rt❡❞ ❥♦②✳✑ ■t r❡❛❞s s♦ ✐♥ t❤❡ ❧❡tt❡r t♦ t❤❡ ❜♦②s ❛♥❞ ♥♦✇ r❡❛❞s ♠✉❝❤ ♠♦r❡ ❢❛✈♦✉r❛❜❧② ✐♥
t❤❡ ❡①t❡♥❞❡❞ ✈❡rs✐♦♥ t❤❛♥ ✐♥ t❤❡ ✜rst ✭♠s✳ ✮ st❛t✐♥❣✿ ✏❚❤❡r❡ ❛❝t✉❛❧❧② ✇❡r❡ ❛ ❢❡✇ ❜♦②s
✇❤♦✳ ✳ ✳ ✑ ❚❤♦s❡ ✏♠❛♥②✑ ❧♦♦❦ ❛ ❧♦t ❧✐❦❡ t❤❡ ❣r♦✉♣ ♦❢ ❜♦②s ✇❤♦ ❤❛❞ ❜❡❡♥ s❤♦✇♥ ❛t ❛ t❤✐r❞
r❛✐s✐♥❣ ♦❢ t❤❡ ✈❡✐❧ ✐♥ ✶✽✻✽✳ ✏❚❤❡② ✇❡r❡ ❤❛♥❞s♦♠❡ ❜❡②♦♥❞ ❝♦♠♣❛r❡ ❛♥❞ r❛❞✐❛♥t ✇✐t❤ ❥♦②✳✑
❙♦ ♦♥ ❆♣r✐❧ ✸✵ ✶✽✻✽ t❤❡ st♦r② ❡♥❞❡❞ ✇✐t❤ ❛ ❝❤❡❡r❢✉❧✱ ♦♣t✐♠✐st✐❝ ♥♦t❡✳ ❉♦♥ ❇♦s❝♦ ❤✐♠s❡❧❢✱
❤♦✇❡✈❡r✱ ❤❛❞ ♠✐①❡❞ ❢❡❡❧✐♥❣s ❛t t❤❛t t✐♠❡✳ ❍❡ ✇❛s ❞❡❧✐❣❤t❡❞✱ ❜✉t ❛❧s♦ ❢❡❧t ❣r✐❡✈❡❞ ❜❡❝❛✉s❡
✏t❤❡✐r ♥✉♠❜❡r ✇❛s ♥♦t ❛s ❣r❡❛t ❛s ■ ❤❛❞ ❤♦♣❡❞✳✑ ✶✵✶
✸✳✸✳✷✳✷ ✏◗✉✐t❡ ❛ ♥✉♠❜❡r ♦❢ ♦t❤❡rs✑ ❞✐❞ ♥♦t t❛❦❡ ♣❛rt ✐♥ t❤❡ r❡❝r❡❛t✐♦♥ ❬✽✲✾❪
❆❢t❡r t❤❡ ✈❡r② ❜r✐❡❢ ❡✈♦❝❛t✐♦♥ ♦❢ ✏t❤❡ ❣♦♦❞ ♦♥❡s✑✱ ❛❧❧ ❛tt❡♥t✐♦♥ ❣♦❡s t♦ t❤❡ ✏♦t❤❡rs✑ ✇❤♦
♥♦♥ ♣♦❝❤✐ ❛r❡ s❛✐❞ t♦ ❜❡ ✏♥♦t ❛ ❢❡✇✑
✶✵✷ ❚❤♦s❡ ✏♦t❤❡rs✑ ❝♦♥s✐st ♦❢ ♦r ❛r❡ s♣r❡❛❞ ♦✈❡r
❞✐✛❡r❡♥t ❣r♦✉♣s✳
❙♦♠❡ ♦❢ t❤❡♠ ✏♦♥ t❤❡✐r ♦✇♥✱ ❧❡❛♥✐♥❣ ❛❣❛✐♥st t❤❡ ♣✐❧❧❛rs✑✳ ✏❖t❤❡rs ✇❡r❡ ♦♥ t❤❡ st❡♣s
♦r ✐♥ t❤❡ ❝♦rr✐❞♦rs✑ ♦r ✇❡r❡ s✐tt✐♥❣ ♦♥ ✏❧✐tt❧❡ ✇❛❧❧s ❛r♦✉♥❞ t❤❡ ❣❛r❞❡♥✑ ✏t♦ ❜❡ ❛✇❛②
✻✶ ✐♥ t❤✐s ❝❤❛♣t❡r✮✳ ■♥ t❤❡ ❛♥❞ ■t❛❧✐❛♥ ✈❡rs✐♦♥s ●✳❇✳ ▲❡♠♦②♥❡ ✉s❡s ❢♦✉r ✇♦r❞s✳ ■♥ t❤❡ ❊♥❣❧✐s❤
❈♦♥st✐t✉t✐♦♥s✳✳✳✱ ♣✳ ✷✺✻✿ ✏✇❡❛r② ❜♦r❡❞♦♠✱ s✉r❧✐♥❡ss✱ ❛♥❞ s✉s♣✐❝✐♦♥✳✑
✶✵✵❚❤❡ ✈❡r❜ ❢♦r♠s ✏ ✉❞✐✈❛✑ ❛♥❞ ✏ ✈❡❞❡✈❛✑ ❛r❡ ❛r❝❤❛✐❝ ❢♦r♠s ❢♦r t❤❡ ■✲♣❡rs♦♥✳ ✏ ❙✐ ❧❡❣❣❡✈❛✑ ✐s t❤❡ ✐♠♣❡rs♦♥❛❧
✏♦♥❡✑✱ ✇❤✐❝❤ ❞♦♠✐♥❛t❡❞ t❤❡ ❈ ❡❞✐t✐♦♥✳ ❆♣❛rt ❢r♦♠ t❤❛t t❤❡ ❛❧t❡r♥❛t✐♦♥ ♦❢ t❤❡ s✐♠♣❧❡ ♣❛st ✭✈❡❞❡✈❛
❛♥❞ t❤❡ ♣❛ss❛t♦ r❡♠♦t♦ ✭✈✐❞✐✮ ✐s ♥♦t s♦ s✐♠♣❧❡ t♦ ♣✉t ♦♥❡s❡❧❢ ✐♥✳
✶✵✶▼❇ ■❳✱ ♣✳ ✶✻✵❀ ❊▼❇ ■❳✱ ♣✳ ✽✵✳
✶✵✷❖♥ t❤❡ ✉s❡ ♦❢ ✏♥♦t ❢❡✇✑✱ s❡❡ ❇■❊❙▼❆◆❙✱ ❘✳✱ ❉❡ ❜r✐❡❢ ✉✐t ❘♦♠❡ ❛❛♥ ❞❡ ❥♦♥❣❡♥s✳ ✳ ✳ ✳✱ ♣♣✳
✷✾✱ ✸✹✱ ✹✵✱
✹✷✳ ❈❢✳ ❛❧s♦ ❢♦♦t♥♦t❡ ✶✽ ✐♥ t❤❡ ✜rst ❝❤❛♣t❡r✳ ❙❡❡ ❢✉rt❤❡r ✐♥ t❤❡ ♥❛rr❛t✐♦♥ ♦❢ ❆♣r✐❧ ✶✽✻✽✿ ✏❖♥❧② ❛
♣♦rt✐♦♥ ♦❢ t❤❡ ❣r❡❛t ♠❛♥② ❜♦②s✑ ✭▼❇ ■❳✱ ♣✳ ✶✺✽❀ ❊▼❇ ■❳✱ ♣✳ ✼✽✮✳ ❆♥❞ ✐♥ ✶✽✻✸ ✇❡ r❡❛❞ ✐♥ ❛ ❧❡tt❡r
t♦ t❤❡ ❜♦②s ♦❢ t❤❡ ✜rst s❡❝♦♥❞❛r② s❝❤♦♦❧ ♦✉ts✐❞❡ ❚✉r✐♥✿ ✏❚❤❡r❡ ✇❡r❡ ❛ ❢❡✇ ❜♦②s✱ ✈❡r② ❢❡✇ ❛❝t✉❛❧❧②✱
✇❤♦ ✕ ❞❛r❡ ■ s❛② s♦❄ ✕ r❡❝❡✐✈❡❞ t❤❡ ❤♦❧② s❛❝r❛♠❡♥ts ✐♥ ❛ st❛t❡ ♦❢ ❞✐s❣r❛❝❡✳✑ ✭❊ ✭♠✮✱ ✈♦❧✳ ♣r✐♠♦✱ ♣✳
✻✷✾✴✸✶✲✸✷✮ ■t s❡❡♠s t♦ ❤❛✈❡ ❜❡❝♦♠❡ ❛ ❝❧✐❝❤é ♦✈❡r t❤❡ ②❡❛rs✳
✽✷

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❢r♦♠ t❤❡ ❝♦♠♠♦♥ r❡❝r❡❛t✐♦♥✑✳ ❈❢✳ t❤❡ ✜rst ❝❤❛♣t❡r ♦❢ t❤✐s st✉❞② ✐♥ ❢♦♦t♥♦t❡ ✺✸ ♦♥
t❤❡ ♠❡❛s✉r❡s ✇❤✐❝❤ ✇❡r❡ t❛❦❡♥ t❤❡♥✳
❖♥❧② t❤❡ ❝♦♠❜✐♥❡❞ ✈❡rs✐♦♥ ✭ ✮ str❡ss❡s t❤❡ ❛s♣❡❝t ✏ ❝♦♠♠♦♥ r❡❝r❡❛t✐♦♥✑✳✶✵✸ ❵▲❡❛✈✲
✐♥❣ t❤❡ ❜✐❣ ❣r♦✉♣✬ ❤❛❞ ❛❧✇❛②s ❛♥♥♦②❡❞ ❉♦♥ ❇♦s❝♦✳ ❖♥❡ ♦❢ t❤❡ ❝♦♥❝❧✉s✐♦♥s ♦❢ t❤❡
❋✐rst ●❡♥❡r❛❧ ❈❤❛♣t❡r ❢♦r♠✉❧❛t❡❞ ❤✐s s❡r✐♦✉s ❝♦♥❝❡r♥ ❛s ❢♦❧❧♦✇s✿ ✏■t ✇✐❧❧ ❝♦♥tr✐❜✉t❡
s✐❣♥✐✜❝❛♥t❧② t♦ ♠♦r❛❧✐t② ♥❡✈❡r t♦ ❛❧❧♦✇ ❛❝❝❡ss t♦ ❤✐❞❞❡♥ ❧♦❝❛t✐♦♥s✳✑ ✶✵✹ ❚❤❡s❡ ❛r❡
♣❧❛❝❡s ✇❤❡r❡ ♦♥❡ ❝❛♥ ❤✐❞❡ ❢r♦♠ t❤❡ ❡②❡s ♦❢ t❤❡ ❡❞✉❝❛t♦rs✳ ■t ♠❛② s❡❡♠ ❢❛r✲❢❡t❝❤❡❞
t♦ ♥♦t✐❝❡ ✐♥ t❤❡ ♣❤r❛s❡ ✏❝♦♠♠♦♥ r❡❝r❡❛t✐♦♥✑ ❛♥ ❛❧❧✉s✐♦♥ t♦ t❤❡ ❝♦♥❢r❡r❡s✬ ❛tt✐t✉❞❡
♦❢ ♥♦t ♣❛rt✐❝✐♣❛t✐♥❣ ✐♥ t❤❡ ❜♦②s✬ r❡❝r❡❛t✐♦♥ ✭❛❝❝♦r❞✐♥❣ t♦ t❤❡ ♠❡❡t✐♥❣ ♦❢ ◆♦✈❡♠❜❡r
✶✻ ✶✽✽✷✮✱ ❜✉t ✐t ✐s ♥♦t t♦t❛❧❧② ✐♠♣♦ss✐❜❧❡✳
❚❤❡r❡ ❛r❡ ❛❧s♦ ❜♦②s ✇❤♦ ✇❡r❡ ✏str♦❧❧✐♥❣ ❛❜♦✉t✑ ❛♥❞ ✏t❛❧❦✐♥❣ ✐♥ ❧♦✇ t♦♥❡s✑✳ ❚❤♦s❡
❣r♦✉♣s ❛r❡ ♣❛rt✐❝✉❧❛r❧② ❛✐♠❡❞ ❛t ✐♥ t❤❡ ♣r♦♣♦s❡❞ ❝✐r❝✉❧❛r t♦ ❝♦♥❢r❡r❡s✳ ■t ♦❝❝✉rs ✐♥ ❛
❢r❛❣♠❡♥t ✇❤✐❝❤ ❡①♣r❡ss✐✈❡❧② r❡✢❡❝ts ❤♦✇ ❙t ❆❧♦②s✐✉s ✇♦✉❧❞ r❡❛❝t ✐♥ t❤❡✐r ❝♦♠♣❛♥②✳
■t ♦♥❧② t✉r♥s ✉♣ ✐♥ t❤✐s t❡①t ❛♥❞ ❛❧❧✉❞❡s t♦ t❤❡ ❜♦②s ❜❡✐♥❣ ❜✉s② ✇✐t❤ t❛❧❦s ✇❤✐❝❤
✐♥ t❤♦s❡ ②❡❛rs ✇❡r❡ ❝❤❛r❛❝t❡r✐③❡❞ ❛s ✏❜❛❞✑✳❚❤♦s❡ ❜♦②s ❧♦♦❦ ❧✐❦❡ t❤❡ ②♦✉♥❣st❡rs
s❤♦✇✐♥❣ ✉♣ ❛❢t❡r t❤❡ s❡❝♦♥❞ r❛✐s✐♥❣ ♦❢ t❤❡ ✈❡✐❧ ✐♥ t❤❡ st♦r② ♦❢ ❆♣r✐❧ ✶✽✻✽✳ ❚❤❡r❡ ❛❧❧
s♦rts ♦❢ s❤♦rt❝♦♠✐♥❣s ✇r✐tt❡♥ ♦♥ t❤❡✐r ❢♦r❡❤❡❛❞s ✐♥ ▲❛t✐♥✱ ❢♦r ❡①❛♠♣❧❡✿ ✏■♠♠♦❞❡st②✱
❙❝❛♥❞❛❧✱ ▼❛❧❡✈♦❧❡♥❝❡✱ Pr✐❞❡✱ ■❞❧❡♥❡ss✱ ●❧✉tt♦♥②✱ ❊♥✈②✱ ❆♥❣❡r✱ ❱✐♥❞✐❝t✐✈❡♥❡ss✱ ❇❧❛s✲
♣❤❡♠②✱ ■♠♣✐❡t②✱ ❉✐s♦❜❡❞✐❡♥❝❡✱ ❙❛❝r✐❧❡❣❡✱ ❚❤❡❢t✳✑ ❚❤❛t ✐s ✇❤② t❤❡② ❤❛✈❡ t♦ ✏❝❤❡❝❦
t❤❡✐r ❡②❡s✱ ❛✈♦✐❞ ❜❛❞ ❝♦♠♣❛♥✐♦♥s✱ ❜❛❞ ❜♦♦❦s✱ ❢♦✉❧ ❝♦♥✈❡rs❛t✐♦♥s ❛♥❞ s♦ ♦♥✳✑ ✶✵✺ ❇❛❞
❝♦♥✈❡rs❛t✐♦♥s ❤❛❞ ❛❧✇❛②s ❜❡❡♥ ❛ ♥✐❣❤t♠❛r❡ t♦ ❉♦♥ ❇♦s❝♦✱ ✇❤♦ ♥❡✈❡r ♠❛♥❛❣❡❞ t♦
❝❤♦♣ ♦✛ ❛❧❧ t❤❡ ❤❡❛❞s ♦❢ t❤✐s s❡✈❡♥✲❤❡❛❞❡❞ ❞r❛❣♦♥✳✶✵✻
❉♦♥ ❇♦s❝♦ ❤✐♠s❡❧❢ ❤❛❞ ❛❧✇❛②s ❞♦♥❡ ❤✐s ✉t♠♦st t♦ ❦✐❧❧ t❤❡ ♠♦♥st❡r ❛♥❞ ❤❡ ❤❛❞ ❛❧s♦
❝❛❧❧❡❞ ♦♥ ❤✐s ❛ss✐st❛♥ts t♦ ❤❡❧♣ ❤✐♠ ✐♥ t❤❛t str✉❣❣❧❡✳ ❍❡ ❣❛✈❡ ❛♥ ✐♠♣♦rt❛♥t ✐♥str✉❝t✐♦♥
t♦ t❤❡ r❡❝t♦rs ❢r♦♠ t❤❡ ♦r✐❣✐♥❛❧ ✈❡rs✐♦♥ t♦ ❋r ❘✉❛ ♦❢ t❤❡ ❈♦♥✜❞❡♥t✐❛❧ ❘❡♠✐♥❞❡rs ❢♦r
❘❡❝t♦rs ✐♥ ✶✽✻✸ ✉♣ t♦ t❤❡ ❧❛st ✈❡rs✐♦♥ ♦❢ ✶✽✽✻✳ ❚❤❡② ❤❛❞ t♦ ✏♦r❣❛♥✐③❡ s❡✈❡r❛❧ ♠❡❡t✐♥❣s
♦❢ t❤❡ t❡❛❝❤❡rs✱ ❛ss✐st❛♥ts✱ t❤❡ ❝❤✐❡❢ r❡s♣♦♥s✐❜❧❡ ♣❡♦♣❧❡ ♦❢ t❤❡ ❞♦r♠✐t♦r✐❡s ❛♥❞ t❤❡ ✇❛❧❦s✱
❛♥❞ ✉r❣❡ t❤❡♠ t♦ ♠❛❦❡ ❛♥ ❡✛♦rt t♦ ♣r❡✈❡♥t ❢♦✉❧ ❝♦♥✈❡rs❛t✐♦♥s✳✑ ❚❤❡② ❤❛❞ t♦ t❛❦❡ t❤❡
s❛♠❡ ❛❝t✐♦♥ ❢♦r t❤❡ ❝♦❛❞❥✉t♦rs ❛♥❞ t❤❡ ❞♦♠❡st✐❝ ♣❡rs♦♥♥❡❧✳✶✵✼ ❲❡ ❝❛♥ ✜♥❞ t❤❡ ❢♦❧❧♦✇✐♥❣
✶✵✸❈❢✳ t❤❡ ✜rst ❝❤❛♣t❡r ♦❢ t❤✐s st✉❞② ✐♥ ❢♦♦t♥♦t❡ ✺✸ ♦♥ t❤❡ ♠❡❛s✉r❡s ✇❤✐❝❤ ✇❡r❡ t❛❦❡♥ t❤❡♥
✶✵✹❱❊❘❍❯▲❙❚✱ ▼✳✱ ■ ✈❡r❜❛❧✐ ❞❡❧ ♣r✐♠♦ ❝❛♣✐t♦❧♦ ❣❡♥❡r❛❧❡ s❛❧❡s✐❛♥♦ ✭✶✽✼✼✮✱ ♣✳ ✸✹✷✴✶✼✹✲✶✼✺✳ ❖❊ ❳❳■❳✱
❬✹✷✼✴✐t❡♠ ✽❪✳ ❚❤❡ ❞✐s❝✉ss✐♦♥ ♦♥ ✐t ✐♥ ❱❊❘❍❯▲❙❚✱ ▼✳✱ ■ ❱❡r❜❛❧✐ ✳✳✳ ✱ ♣✳ ✶✾✸✴✶✼✻✲✶✼✾✳ ❚❤❛t ♣♦✐♥t
♦❢ ❛tt❡♥t✐♦♥ ✇❛s ❦❡♣t ❞✉r✐♥❣ t❤❡ s❡❝♦♥❞ ●❡♥❡r❛❧ ❈❤❛♣t❡r ✭✶✽✽✵✮✱ ❖❊ ❳❳❳■■■ ❬✻✷❪✳ ■♥ ❛♥ ❛❞❞r❡ss ♦♥
▼❛r❝❤ ✶✶t❤ ✶✽✼✺ ❤❡ ❤❛❞ ❛❧r❡❛❞② s❛✐❞ t♦ ❤✐s ❝♦♥❢r❡r❡s✿ ✏❲❤❡♥ ②♦✉ ❝❛♥♥♦t ❥♦✐♥ t❤❡✐r ❣❛♠❡s✱ ❛t ❧❡❛st
❛ss✐st t❤❡♠✱ ♠❛❦❡ t❤❡ r♦✉♥❞s ♦❢ t❤❡ ❤♦✉s❡ ✐♥ ✐ts r❡♠♦t❡st ❝♦r♥❡rs✱ ❛♥❞ tr② t♦ ♣r❡✈❡♥t ❡✈✐❧✳ ❨♦✉ ❝❛♥♥♦t
❜❡❧✐❡✈❡ ❤♦✇ ♠✉❝❤ ❣♦♦❞ ②♦✉ ♠❛② ❞♦ ❜② ❝❧✐♠❜✐♥❣ ❛ st❛✐r❝❛s❡✱ ✇❛❧❦✐♥❣ ❞♦✇♥ ❛ ❝♦rr✐❞♦r✱ ♦r str♦❧❧✐♥❣
❛❜♦✉t t❤❡ ♣❧❛②❣r♦✉♥❞✳✑ ✭▼❇ ■❳✱ ♣✳ ✺✼✻❀ ❊▼❇ ■❳✱ ♣✳ ✷✼✶✮ ❆s ❛ s❡q✉❡❧ t♦ t❤✐s ❛ ❝♦✉♥❝✐❧ ♠❡❡t✐♥❣ ♦❢
t❤❡ ❤♦✉s❡ ❞❡❝✐❞❡❞ ✐♥ ❱❛❧❞♦❝❝♦ ♦♥ ❉❡❝❡♠❜❡r ✷✻t❤ ✶✽✼✺ ✏t♦ r❡♠♦✈❡ t❤❡ ❤✐❞✐♥❣✲♣❧❛❝❡s✑ ✭P❘❊▲▲❊❩❖✱
❏✳▼✳✱ ❱❛❧❞♦❝❝♦ ✳✳✳✱ ♣✳ ✷✶✸✴✸✽✺✮✳
✶✵✺▼❇ ■❳✱ ♣♣✳ ✶✺✾✲✶✻✵❀ ❊▼❇ ■❳✱ ♣♣✳ ✼✾✲✽✵✳
✶✵✻❈❢✳ ❇■❊❙▼❆◆❙✱ ❘✳✱ ❉❡ ❜r✐❡❢ ✉✐t ❘♦♠❡ ❛❛♥ ❞❡ ❥♦♥❣❡♥s✳✳✳ ✱ ♣♣✳ ✸✷✱ ✸✹✱ ✹✷✲✹✸✳ ❊ ✭♠✮✱ ❱♦❧✳ t❡r③♦✱ ♣♣✳
✸✵✼✲✸✵✾✳ ❈❢✳ ▼❇ ❳✱ ♣✳ ✹✷✲✹✸❀ ❊▼❇ ❳✱ ♣♣✳✸✺✲✸✻✳ ▼❇ ❳■■■✱ ♣✳ ✹✷✵❀ ❊▼❇ ❳■■■✱ ♣♣✳ ✸✷✾✲✸✸✵✳
✶✵✼❇❘❆■❉❖✱ P✳✱ ❉♦♥ ❇♦s❝♦ ❡❞✉❝❛t♦r❡✳✳✳✱ ♣♣✳ ✶✻✶✴✼✶✲✶✻✷✴✾✺✳ ❈❢✳ ▼❇ ❱■■✱ ♣✳ ✺✷✺ ❛♥❞ ✺✷✻❀ ❊▼❇ ❱■■✱
♣♣✳ ✸✶✼✲✸✶✽✳ ❈❢✳ ❊▼❇ ❳✱ ♣♣✳ ✹✹✽✲✹✹✾✳
✽✸

9.4 Page 84

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♣✐❡❝❡s ♦❢ ❛❞✈✐❝❡ ❢♦r ②♦✉♥❣ ❙❛❧❡s✐❛♥s ❝♦♥❝❡r♥✐♥❣ t❤❡ r❡❝r❡❛t✐♦♥ t✐♠❡ ❜❡❢♦r❡ ✶✽✼✵✿ ✏❆ ❝❧❡r✐❝
s❤♦✉❧❞ ❥♦✐♥ ❡❛❝❤ ❧✐tt❧❡ ❣r♦✉♣ ❛❞r♦✐t❧②✳ ❖♥❡ s❤♦✉❧❞ ❛❧✇❛②s r❡♠❡♠❜❡r ✇❡❧❧ t❤❛t ✐♥❞❡❝❡♥t
t❛❧❦ ✇✐❧❧ ❝♦♥t❛♠✐♥❛t❡ t❤❡ ❤❡❛rt ✐❢ ♦♥❡ ❞♦❡s ♥♦t ❛❝t t❤✐s ✇❛②✳✑ ✶✵✽ ❍✐s ♣r❡♦❝❝✉♣❛t✐♦♥ ✇❛s
s♦ str♦♥❣ ✐t ♣❡♥❡tr❛t❡❞ ❤✐s ▲✐tt❧❡ ❚r❡❛t✐s❡ ♦♥ t❤❡ Pr❡✈❡♥t✐✈❡ ❙②st❡♠ ✭✶✽✼✼✮✿ ✏▲❡t t❤❡
❣r❡❛t❡st ✈✐❣✐❧❛♥❝❡ ❜❡ ❡①❡r❝✐s❡❞ s♦ ❛s t♦ ♣r❡✈❡♥t ❜❛❞ ❜♦♦❦s✱ ❜❛❞ ❝♦♠♣❛♥✐♦♥s ♦r ♣❡rs♦♥s
✇❤♦ ✐♥❞✉❧❣❡ ✐♥ ✐♠♣r♦♣❡r ❝♦♥✈❡rs❛t✐♦♥s ❢r♦♠ ❡♥t❡r✐♥❣ t❤❡ ❝♦❧❧❡❣❡✳✑ ✶✵✾
■t ✐s ❛❧s♦ ❝❧❡❛r❧② ❡♥♦✉❣❤✱ t❤♦✉❣❤ ❧❡ss ❡①♣❧✐❝✐t❧② ✐♥❞✐❝❛t❡❞✱ ✐♥ ●✳❇✳ ❋r❛♥❝❡s✐❛✬s t❡①t ♦♥
♣✉♥✐s❤✐♥❣ ✭✶✽✽✸✮✿ ✏■♥ s♦♠❡ s❛❞ ❝❛s❡s ✇❤❡r❡ t❤❡ ♣✉♣✐❧s ❤❛❞ ❝❛✉s❡❞ ❛♥♥♦②❛♥❝❡✳✑ ✶✶✵ ❚❤❡r❡
♣❛r ❡①❝❡❧❧❡♥❝❡ ✐s ❛ s✐♠✐❧❛r r❡♠❛r❦❛❜❧❡ ✇❛② ♦❢ ♣r❡s❡♥t✐♥❣ ❙t ❆❧♦②s✐✉s✱ t❤❡ ❡①❛♠♣❧❡
♦❢ t❤❡
✈✐rt✉❡ ♦❢ ♣✉r✐t②✳ ■♥ t❤❡ ❝♦♠♣❛♥② ♦❢ t❤♦s❡ ❜♦②s ❤❡ ✇♦✉❧❞ ❤❛✈❡ ✏❜❧✉s❤❡❞ t♦ ✜♥❞ ❤✐♠s❡❧❢ ✐♥
t❤❡✐r ❝♦♠♣❛♥②✳✑
■t ✐s t❤❡r❡❢♦r❡ ♥♦t s✉r♣r✐s✐♥❣ t❤❛t t❤✐s ❝♦♥st❛♥t ❝❛r❡✱ ✇❤❡♥ ✇r✐t✐♥❣ t♦ t❤❡ ❝♦♥❢r❡r❡s✱
r❡❝❡✐✈❡s s♣❡❝✐❛❧ ❛tt❡♥t✐♦♥ ❛t ❱❛❧❞♦❝❝♦✳ ■t ✐s ❛❧❧ ❛❜♦✉t ♣r♦t❡❝t✐♥❣ ❛♥❞ ♣r❡s❡r✈✐♥❣ ✈♦❝❛t✐♦♥s✱
✇❤✐❝❤ ❉♦♥ ❇♦s❝♦ ❝❛r❡❞ s♦ ♠✉❝❤ ❢♦r✱ ♣❛rt✐❝✉❧❛r❧② ✐♥ r❡❧❛t✐♦♥ ✇✐t❤ t❤❡ ❢♦✉rt❤ ❛♥❞ ✜❢t❤
②❡❛r ✐♥ s❡❝♦♥❞❛r② s❝❤♦♦❧s✳
■t ✐s ❛st♦♥✐s❤✐♥❣ t❤♦✉❣❤ t❤❛t ✐t ❞✐❞ ♥♦t ❛♣♣❡❛r ✐♥ t❤❡ ❧❡tt❡r t♦ t❤❡ ❜♦②s✳ ❍❡ ✇r♦t❡
❛❜♦✉t ✐t t♦ t❤❡♠ ❢r❛♥❦❧② ❞✉r✐♥❣ ♥❡✇ ②❡❛r✱ ✶✽✼✹✳ ❋✐rst ❤❡ ✇r♦t❡ t♦ t❤❡ ❜♦②s ✐♥ ❇♦r❣♦ ❙❛♥
▼❛rt✐♥♦✿ ✏■ ❛s❦ ❛ ❣r❡❛t ❢❛✈♦✉r ♦❢ ②♦✉✳ ✳ ✳ t❤❛t ❛❧❧ ♦❢ ②♦✉ ♠❛❦❡ ❛ ❣r❡❛t ❡✛♦rt t♦ ♣r❡✈❡♥t
❛♥❞ ❜❛♥ ❢♦✉❧ ❝♦♥✈❡rs❛t✐♦♥s✳✑ ❚❤❡♥ ❤❡ ❛❞❞r❡ss❡❞ t❤❡ ❵❛rt✐s❛♥s✬✿ ✏❋❧❡❡ ❢r♦♠ t❤❡ s♦✉r❝❡ ♦❢
❛❧❧ s✐♥s✱ ✐✳❡✳ t❤❡ ❜❛❞ ❝♦♥✈❡rs❛t✐♦♥s ✇❤✐❝❤ r✉✐♥ ❣♦♦❞ ♠♦r❛❧✐t②✳✑ ✶✶✶ ■♥ ❛ ❜r✐❡❢ ❣♦♦❞ ♥✐❣❤t
♦♥ ❆♣r✐❧ ✶✺ ✶✽✼✼ ❤❡ ❞✐❞ ♥♦t ❤✐❞❡ t❤❡ ❢❛❝t t❤❛t ✏t❤❡ ❝❛✉s❡s ♦❢ ❤✐s ❞✐s❝♦♥t❡♥t✑ ❝♦♥s✐st❡❞ ♦❢✿
✏✐❧❧ ❝♦♥❞✉❝t✱ ❢♦✉❧ t❛❧❦✱ r❡❛❞✐♥❣ ❛♥❞ ♣❛ss✐♥❣ ❛r♦✉♥❞ ❜❛❞ ❜♦♦❦s✳✑ ✶✶✷ ❚❤❡ ②❡❛rs s❤♦✇ ❤♦✇
✐♥❝❡ss❛♥t❧② ❤❡ ✇❛s ✇❛❣✐♥❣ t❤❛t ✇❛r✳
❋r ▲❡♠♦②♥❡✱ ❤♦✇❡✈❡r✱ ❤❛s r❡♠❛✐♥❡❞ q✉✐t❡ ❧♦②❛❧ t♦ ❤✐s ✜rst ❞r❛❢t ✭ ✮ ✐♥ t❤❡ ❧❡tt❡r ♦❢
▼❛② ✶✵ ✶✽✽✹ t♦ t❤❡ ❜♦②s✱ s♦ ✐t ❛♣♣❡❛rs str❛✐❣❤t❡r ❛♥❞ ♥♦t s♦ ♦✈❡r❞r❛✇♥ ❛s ✐♥ t❤❡ ♣r♦♣♦s❡❞
❧❡tt❡r ❢♦r t❤❡ ❛❞✉❧ts
❚❤❡ ❜♦②s ✇❤♦ ❧❡❛✈❡ t❤❡ ❣r♦✉♣ ♦r ❛✈♦✐❞ t❤❡ ❝♦♠♣❛♥② ♦❢ t❤❡ ❡❞✉❝❛t♦rs ❣r✐❡✈❡❞ ❉♦♥
❇♦s❝♦ ❞❡❡♣❧② ♠♦r❡ t❤❛♥ ♦♥❝❡✳ ❍❡ ✉s❡❞ ♦♥❡ ♦❢ ❤✐s ❣♦♦❞ ♥✐❣❤ts t♦ r❡❧✐❡✈❡ ❤✐s ❤❡❛rt ✐♥ ✶✽✻✶✳
✏❙♦♠❡ ❜♦②s ❤❛✈❡ ❜❡❡♥ ❤❡r❡ s✐♥❝❡ t❤❡ st❛rt ♦❢ t❤❡ ②❡❛r✱ ❛♥❞ ②❡t ■ ❤❛r❞❧② ❦♥♦✇ t❤❡♠✳ ■
❞♦♥✬t ❧✐❦❡ ✐t✳ ❚❤❡r❡ ❛r❡ t✇♦ ❡①tr❡♠❡s ✐♥ t❤✐s ❤♦✉s❡✿ s♦♠❡ ❜♦②s ❛r❡ ❛❧✇❛②s ❛r♦✉♥❞ ♠❡✱
❛♥❞ ♦t❤❡rs ♥♦t ♦♥❧② ♥❡✈❡r ❝♦♠❡ ♥❡❛r ❜✉t✱ ❛s s♦♦♥ ❛s t❤❡② s❡❡ ♠❡✱ t❤❡② ❞✐s❛♣♣❡❛r✳ ❚❤✐s
❣r✐❡✈❡s ♠❡✑✳✶✶✸ ■t ❛♣♣❛r❡♥t❧② ❛❧s♦ ♦❝❝✉rr❡❞ t♦ ❉♦♥ ❇♦s❝♦ ✐♥ t❤❛t ❵❣♦❧❞❡♥✬ t✐♠❡✳ ■t ✇✐❧❧
❤❛✈❡ ❤❛♣♣❡♥❡❞ t♦ ❤✐♠ ❜❡❢♦r❡✳ ❆♥❞ ❤❡ ✇♦✉❧❞ ♥♦t ❤❛✈❡ ✏s✐❣❤❡❞✑ ❛♥② ❧❡ss t❤❡♥✳ ■t ♠❛❦❡s
✐t ❡❛s✐❡r t♦ ✉♥❞❡rst❛♥❞ ✇❤② t❤❡ ♥❡❣❛t✐✈❡ ❣r♦✉♣s ❛r❡ ♠❡♥t✐♦♥❡❞✳
✶✵✽▼❇ ❳■❱✱ ♣✳ ✽✹❀ ❊▼❇ ❳■❱✱ ♥♦ tr❛♥s❧❛t✐♦♥✳
✶✵✾❖❊ ❳❳■❳ ❬✶✵✹✲✶✵✺❪✳ ❈❢✳ ❈♦♥st✐t✉t✐♦♥s✳✳✳✱ ♣✳ ✷✺✵✴✺✳
✶✶✵❇❘❆■❉❖✱ P✳✱ ❉♦♥ ❇♦s❝♦ ❡❞✉❝❛t♦r❡✳✳✳✱ ♣✳ ✸✸✾✴✸✷✾✲✸✸✵✳
✶✶✶❊ ✭♠✮✱ ✈♦❧✳ q✉❛rt♦✱ ♣✳ ✶✾✻ ❛♥❞ ♣✳ ✷✵✽✳ ❆❧s♦ ❇■❊❙▼❆◆❙✱ ❘✳✱ ❉❡ ❜r✐❡❢ ✉✐t ❘♦♠❡ ❛❛♥ ❞❡ ❥♦♥❣❡♥s✳ ✳ ✳ ♣✳
✸✹✳ ❚❤❛t ✇❛s st✐❧❧ ✐♥ t❤❡ s❛♠❡ s♣✐r✐t ♦❢ ✇❤❛t ❤❡ ❤❛❞ ✇r✐tt❡♥ t♦ t❤❡ ❜♦②s ✐♥ ▼✐r❛❜❡❧❧♦ ✐♥ ✶✽✻✻✿ ✏❖♥❡
s❤♦✉❧❞ ♥❡✈❡r ❜❡ ❛❜❧❡ t♦ s❛② t❤❛t ②♦✉ s♣❡❛❦ ❢♦✉❧ ❧❛♥❣✉❛❣❡ ♦r ❧✐st❡♥ t♦ ❞✐rt② t❛❧❦✳ ❲❤❡♥ ②♦✉ ❤❛♣♣❡♥ t♦
❤❡❛r ♣❡♦♣❧❡ t❛❧❦✐♥❣ ❢♦✉❧ ❧❛♥❣✉❛❣❡✱ ❢♦❧❧♦✇ t❤❡ ❡①❛♠♣❧❡ ♦❢ ♦✉r ♣r♦t❡❝t♦r✱ ❙t ❆❧♦②s✐✉s✿ ❡✐t❤❡r r❡♣r✐♠❛♥❞
t❤❡♠ ♦r ✢② ❢r♦♠ t❤❡ ❞❛♥❣❡r♦✉s ❝♦♠♣❛♥②✳✑ ❙❡❡ ✭❊ ♠✮✱ ✈♦❧✳ s❡❝♦♥❞♦✱ ♣✳ ✷✸✵✴✸✸✲✸✺✳
✶✶✷▼❇ ❳■■■✱ ♣✳ ✹✷✵❀ ❊▼❇ ❳■■■✱ ♣♣✳ ✸✷✾✲✸✸✵✳ ❈❢✳ ❇■❊❙▼❆◆❙✱ ❘✳✱ ❉❡ ❜r✐❡❢ ✉✐t ❘♦♠❡ ❛❛♥ ❞❡ ❥♦♥❣❡♥s✳✳✳
♣♣✳ ✹✷✲✹✸✳ ❙❡❡ ❢♦♦t♥♦t❡ ✶✵✻ ✐♥ t❤✐s ❝❤❛♣t❡r✳
✶✶✸▼❇ ❱■✱ ♣✳ ✽✽✾❀ ❊▼❇ ❱■✱ ♣♣✳ ✺✷✹✲✺✷✺✳ ❇■❊❙▼❆◆❙✱ ❘✳✱ ❉❡ ❜r✐❡❢ ✉✐t ❘♦♠❡ ❛❛♥ ❞❡ ❥♦♥❣❡♥s✳✳✳✱ ♣✳ ✹✶✳
✽✹

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✸✳✸✳✷✳✸ ❙♦♠❡ ❜♦②s t❛❦❡ ♣❛rt ✐♥ ♣❧❛②✐♥❣ ✐♥ ❛ ❧✐st❧❡ss ✇❛② ❬✾❪
❆t ❧❛st s♦♠❡t❤✐♥❣ ✐s s❛✐❞ ❛❜♦✉t t❤❡ ❜♦②s ✇❤♦ ❞✐❞ ♣❧❛②✳ ✏❊✈❡♥ ❛♠♦♥❣ t❤♦s❡ ✇❤♦ ✇❡r❡
♣❧❛②✐♥❣✱ t❤❡r❡ ✇❡r❡ s♦♠❡ s♦ ❧✐st❧❡ss✑ t❤❛t ✐t ✇❛s ❝r②st❛❧ ❝❧❡❛r t❤❛t ✏t❤❡② ✇❡r❡ ♥♦t ❡♥❥♦②✐♥❣
t❤❡✐r ❣❛♠❡s✳✑ ■♥ t❤✐s ✇❛② t❤❡ ❞❡s❝r✐♣t✐♦♥ ♦❢ t❤❡ ♣❧❛②❣r♦✉♥❞ s❝❡♥❡ ❡♥❞s ❧❡ss ❦✐♥❞❧②✳ ❚❤❡
❡❞✐t♦r r❡t✉r♥s t♦ ❛ ♣❛rt ♦❢ t❤❡ s❝❡♥❡ ❤❡ ❤❛❞ ❛❧r❡❛❞② r❛✐s❡❞✱ ✐✳❡✳ t❤❡ s❝❡♥❡ ✇✐t❤ t❤❡ ♠❛♥②
❜♦②s ✇❤♦ ❦❡♣t ♦♥ ♣❧❛②✐♥❣✳ ❚❤❡ s✐❞❡ ♥♦t❡ t♦✇❛r❞s t❤❡ ❡♥❞ ♦❜✈✐♦✉s❧② ✇❡❛❦❡♥s t❤❡ ♣r❡✈✐♦✉s
♣❛rt ❛s ✐t ✐s ♣✉tt✐♥❣ t❤✐♥❣s ✐♥t♦ ♣❡rs♣❡❝t✐✈❡✳ ■t ❞♦❡s✱ ❤♦✇❡✈❡r✱ str❡♥❣t❤❡♥ t❤❡ s❡♥s❡ ♦❢
❛❜s❡♥❝❡ ♦❢ ❥♦② ❛♥❞ t❤❡ ♣r❡s❡♥❝❡ ♦❢ ❧✐st❧❡ss♥❡ss ❛♥❞ ❜♦r❡❞♦♠✳ ■♥ t❤✐s ✇❛② t❤❡ ❛✉t❤♦r ❤❛s
❛❣❛✐♥ ✐♥❝❧✉❞❡❞ s♦♠❡ ✜❣✉r❡s ♦❢ s♣❡❡❝❤✳ ❚❤❡ ❞❡s❝r✐♣t✐♦♥ ♦❢ t❤❡ ❣r♦✉♣s ✐s ✐♥❝❧✉s✐✈❡ ❛❣❛✐♥
✐♥ t❤❛t ✇❛②✿ ❛t t❤❡ st❛rt✿ ✏t❤❡r❡ ✇❛s ❡✈✐❞❡♥t ✇❡❛r② ❜♦r❡❞♦♠✱ ❛ s✉r❧✐♥❡ss✑ ❛♥❞ ❛t t❤❡
❡♥❞✿ ✏t❤❡r❡ ✇❡r❡ s♦♠❡ s♦ ❧✐st❧❡ss✳✑ ❚❤❡ ❡♥❞ ♦❢ t❤❡ ❡✈❡♥✐♥❣ st♦r② ♦✛❡r❡❞ s♦♠❡ ♣❡rs♣❡❝t✐✈❡
✐♥ ✶✽✻✽ ✇❤❡r❡❛s t❤❡ ❞❡s❝r✐♣t✐♦♥ ♦❢ t❤❡ ❞✐✛❡r❡♥t ❣r♦✉♣s ❧❡❢t ❛ ❞✐s❝♦✉r❛❣✐♥❣ ❛♥❞ r❛t❤❡r
♣❡ss✐♠✐st✐❝ ✐♠♣r❡ss✐♦♥ ✐♥ ✶✽✽✹✳ ❙t✐❧❧✱ t❤❡ ❝♦♥t✐♥✉♦✉s r❡s❡♠❜❧❛♥❝❡ ❜❡t✇❡❡♥ ❜♦t❤ t❡①ts
✭✶✽✻✽ ❛♥❞ ✶✽✽✹✮ ✐s ♥♦t❛❜❧❡✳
✸✳✸✳✸ ❆❢t❡rt❤♦✉❣❤ts ✐♥ ❞✐❛❧♦❣✉❡
❈♦♥tr❛r② t♦ t❤❡ ❧❡tt❡r t♦ t❤❡ ❜♦②s✱ ❇✉③③❡tt✐✬s ❝♦♠♠❡♥t ♥♦✇ ✭✐♥ ✮ ✐♠♠❡❞✐❛t❡❧② ❢♦❧❧♦✇s
t❤❡ ❞❡s❝r✐♣t✐♦♥ ♦❢ t❤❡ ❞✐✛❡r❡♥t ❦✐♥❞s ♦❢ ❣r♦✉♣s t❤❛t ❝❛✉❣❤t t❤❡ ❡②❡✳ ❆t t❤❛t ♠♦♠❡♥t
✐♥ t❤❡ ❧❡tt❡r ♦❢ ✶✵ ▼❛② ✶✽✽✹ ❋r ▲❡♠♦②♥❡ ❞✐❞ ♥♦t ♦♥❧② ❢♦❝✉s ♦♥ t❤❡ ❜♦②s✬ ❝♦♥❞✉❝t✱ ❜✉t
❛❧s♦ ♦♥ t❤❡ ❙❛❧❡s✐❛♥s✬ ❜❡❤❛✈✐♦✉r✳ ❙tr✐❦✐♥❣ ✇✐t❤ r❡❣❛r❞ t♦ t❤❡ ❡❞✉❝❛t♦rs ✇❛s t❤❡r❡ t❤❛t
✏♦♥❧② ✈❡r② ❢❡✇ ❝❧❡r✐❝s ❛♥❞ ♣r✐❡sts ❝♦✉❧❞ ❜❡ s❡❡♥ ❛♠♦♥❣ t❤❡ ❜♦②s✑ ❛♥❞ ✏t❤❡ s✉♣❡r✐♦rs ✇❡r❡
♥♦ ❧♦♥❣❡r t❤❡ ❤❡❛rt ❛♥❞ s♦✉❧ ♦❢ t❤❡ r❡❝r❡❛t✐♦♥ t✐♠❡s✳✑ ✶✶✹ ❆❝❝♦r❞✐♥❣ t♦ t❤❡ ❞r❛❢t ❡❞✐t✐♦♥
✭❈✮ t❤♦s❡ t✇♦ ❛s♣❡❝ts ♦❢ t❤❡ ♣❧❛②❣r♦✉♥❞ s✐t✉❛t✐♦♥ t❤❡♥ ✇✐❧❧ ♦♥❧② ❜❡ t❤r♦✇♥ ❧✐❣❤t ♦♥ ❛♥❞
❝♦♠♠❡♥t❡❞ ✐♥ ❛ s❡❝♦♥❞ ♣❛rt ♦❢ t❤❡ ❞❡s❝r✐♣t✐♦♥ ❢♦r t❤❡ ❙❛❧❡s✐❛♥s t❤❡♠s❡❧✈❡s✳
✸✳✸✳✸✳✶ ❙♦♠❡ ❝♦♥s❡q✉❡♥❝❡s ♦❢ ❧✐st❧❡ss♥❡ss ❛♠♦♥❣ t❤❡ ❜♦②s ❬✶✵✲✶✶❪
❚❤❡ ❝♦♠♠❡♥t ✐s ✐♥tr♦❞✉❝❡❞ ❜② ❇✉③③❡tt✐✬s q✉❡st✐♦♥✿ ✏❍❛✈❡ ②♦✉ s❡❡♥ ②♦✉r ❜♦②s❄✑ ✭❯s✐♥❣✱
❛s ❡♠♣❤❛s✐③❡❞ ❜❡❢♦r❡✱ t❤❡ ✐♥❢♦r♠❛❧ ❢♦r♠ ♦❢ ✏②♦✉✑✮ ❚♦ ✇❤✐❝❤ ❉♦♥ ❇♦s❝♦ r❡♣❧✐❡s✿ ✏■ ❝❛♥
s❡❡ t❤❡♠✑✱ ❛s ✐❢ ❤❡ ❣♦❡s ♦♥ ♦❜s❡r✈✐♥❣ t❤❡ ②♦✉♥❣st❡rs✳ ■♥ t❤✐s ✈❡rs✐♦♥ ❤❡ ❛♥s✇❡rs ✏✇✐t❤ ❛
s✐❣❤✑✳ ❚❤❡ ✇r✐t❡r t❤✉s ✉♥❞❡r❧✐♥❡s ♥♦✇ ❤♦✇ ♣❛✐♥❢✉❧ ✐t ✇❛s ❛♥❞ ✐s ❢♦r ❉♦♥ ❇♦s❝♦ t♦ s❡❡
t✐♠❡ ❛♥❞ ❛❣❛✐♥ ✏t❤❡ ❧✐st❧❡ss♥❡ss ✐♥ t❤❛t r❡❝r❡❛t✐♦♥✑✳ ❍❡ ❝❛♥♥♦t ❣❡t r✐❞ ♦❢ t❤❡ ✐♠♣r❡ss✐♦♥
♦❢ ✏❧✐st❧❡ss♥❡ss✑ ✇❤✐❝❤ t♦ ❤✐♠ ❝♦♥tr❛sts s♦ s❤❛r♣❧② ✇✐t❤ t❤❡ ✏✈✐✈❛❝✐t②✑ ❤❡ ❧♦♥❣❡❞ ❢♦r s♦
♠✉❝❤✳
❇✉③③❡tt✐✬s ❡①❝❧❛♠❛t✐♦♥ ✐s t❤❡ q✉✐❝❦ r❡♣❛rt❡❡ t♦ ❉♦♥ ❇♦s❝♦✬s s✐❣❤✿ ✏❍♦✇ ❞✐✛❡r❡♥t t❤❡②
❛r❡ ❢r♦♠ ✇❤❛t ✇❡ ✉s❡❞ t♦ ❜❡✦✑ ❍❡r❡ ❇✉③③❡tt✐ ✐♥tr♦❞✉❝❡s t❤❡ ✐❞❡❛ ♦❢ ✏❞✐✛❡r❡♥❝❡s✑ ✐♥t♦
t❤❡ ❝♦♥✈❡rs❛t✐♦♥✳ ❚❤❛t ♠❛t❝❤❡s t❤❡ ♥♦t❡s ✐♥ ✈❡r② ✇❡❧❧✳ ❚❤❡r❡ ✐t s❛✐❞✿ ✏❚❤❡ ❞✐✛❡r❡♥❝❡
❜❡t✇❡❡♥ t❤♦s❡ ♦❢ ♥♦✇ ❛♥❞ t❤♦s❡ ♦❢ t❤❡♥✑ ❛♥❞✿ ✏❇✉t t❤❡r❡ ✐s ❛ ❝♦♥s✐❞❡r❛❜❧❡ ❞✐✛❡r❡♥❝❡
❜❡t✇❡❡♥ t❤♦s❡ ♦❢ t❤❡ ♣❛st ❛♥❞ t❤♦s❡ ♦❢ t♦❞❛②✳✑ ■♥ t❤❡ ❧❡tt❡r t♦ t❤❡ ❜♦②s t❤✐s q✉❡st✐♦♥
✶✶✹
❇■❊❙▼❆◆❙✱
❘✳✱
❉❡
❜r✐❡❢
✉✐t
❘♦♠❡
❛❛♥
❞❡
❥♦♥❣❡♥s✳✳✳✱
♣✳
✷✷✳
▼♦r❡ ❛❜♦✉t t❤❛t ♣❛ss❛❣❡✿
✐❜✐❞❡♠✱ ♣♣✳
✻✵✲✻✶✳ ❈❢✳ ❙✉ss✐❞✐♦✱ ♣✳ ✶✹❪✳
✽✺

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❤❛❞ ❜❡❡♥ ❛s❦❡❞ ❜② ❉♦♥ ❇♦s❝♦✳ ❍✐s q✉❡st✐♦♥ ✐♥❞❡❡❞ ✇❛s✿ ✏❇✉t ✇❤❡r❡ ❞♦❡s t❤❡ ❞✐✛❡r❡♥❝❡
❝♦♠❡ ❢r♦♠❄✑ ❚❤✐s ❝❤❛♥❣❡ ♦❢ ❛s t♦ t❤❡ s♣❡❛❦❡r ✜tt❡❞ ✐♥ ✇✐t❤ t❤❡ ❝♦✉rs❡ ♦❢ t❤❡
❝♦♥✈❡rs❛t✐♦♥ ❢♦❧❧♦✇✐♥❣ t❤❡ ❞❡s❝r✐♣t✐♦♥ ♦❢ t❤❡ ✜rst ♣❛rt ♦❢ t❤❡ s❡❝♦♥❞ ♣❧❛②❣r♦✉♥❞ s❝❡♥❡✳
■t ✐s ♦♥❡ ♦❢ t❤❡ ✐♥❞✐❝❛t✐♦♥s✱ ♣❡r❤❛♣s s♠❛❧❧ ♣✐❡❝❡s ♦❢ ❡✈✐❞❡♥❝❡✱ ✇❤✐❝❤ s❤♦✇ t❤❛t t❤❡ ❡❞✐t♦r
❢r❡❡❧② ❤❛♥❞❧❡❞ t❤❡ ❞❛t❛ ❤❡ ❤❛❞ ❛t ❤✐s ❞✐s♣♦s❛❧✳
❇✉③③❡tt✐ ❛❞❞s s♦♠❡t❤✐♥❣ ❡①tr❛✳ ❍❡ s❤❛r♣❧② ❝♦♥tr❛sts ✏t❤❡②✑ ✈❡rs✉s ✏✇❡✑✳ ❚❤❡ ❡①❝❧❛♠❛✲
t✐♦♥ ✏❤♦✇ ❞✐✛❡r❡♥t t❤❡② ❛r❡ ❢r♦♠ ✇❤❛t ✇❡ ✉s❡❞ t♦ ❜❡✑ ✐♥❞❡❡❞ s✉❣❣❡sts ❛ ❧♦t✳ ❚❤❡r❡ ✐s ♥♦t
❡✈❡♥ t❤❡ s❧✐❣❤t❡st ♥✉❛♥❝❡✱ ♥♦t t❤❡ ❧❡❛st s♦❢t❡♥✐♥❣✱ ✇❤✐❝❤ ❞✐❞ ♦❝❝✉r ❞✉r✐♥❣ t❤❡ ♣r❡♣❛r❛t✐♦♥
♦❢ t❤❡ ❢❡❛st ♦❢ ❆❧❧ ❙❛✐♥ts ✐♥ ✶✽✼✻✳ ■♥ t❤❛t ♣❡r✐♦❞ ♥♦t ❡✈❡r②t❤✐♥❣ ✇❡♥t ♦✛ ❛s ❞❡s✐r❡❞ ❡✐✲
t❤❡r✳ ❉♦♥ ❇♦s❝♦ ✈♦✐❝❡❞ t❤❛t ♦♥❡ ❡✈❡♥✐♥❣✳ ❚❤❡♥ ❤❡ ❛❧s♦ ❝♦♥tr❛st❡❞ ♣❛st ❛♥❞ ♣r❡s❡♥t ✈❡r②
s❤❛r♣❧②✱ ❛❧❜❡✐t ❛t ❛ r❡❧✐❣✐♦✉s ❧❡✈❡❧✿ ✏■ r❡❝❛❧❧ ❤♦✇ s❡✈❡r❛❧ ❜♦②s✱ ❧✐❦❡ ❉♦♠✐♥✐❝ ❙❛✈✐♦✱ ▼✐❝❛❤❡❧
▼❛❣♦♥❡✱ ❋r❛♥❝✐s ❇❡s✉❝❝♦ ❛♥❞ ♦t❤❡rs ♠❛❞❡ t❤✐s ♥♦✈❡♥❛ ✇✐t❤ ❡①tr❛♦r❞✐♥❛r② ❞❡✈♦t✐♦♥ ❛♥❞
❢❡r✈♦✉r✳ ✳ ✳ ❇✉t t❤❡ ❡♥t❤✉s✐❛s♠ ♦❢ ❢♦r♠❡r t✐♠❡s ✐s ❧❛❝❦✐♥❣✳ ❚❤❡♥ ❡✈❡r②❜♦❞② ✇❛s ✜r❡❞ ✉♣✑
❆t t❤❛t ♠♦♠❡♥t t❤✐s ❝♦♥tr❛st ❧❡❞ ❤✐♠ t♦ ❛s❦ t❤❡ q✉❡st✐♦♥✿ ✏❇✉t ②♦✉ ✇✐❧❧ ❛s❦✿ ✇❤❛t ❤❛s
❝❛✉s❡❞ t❤✐s ❝❤❛♥❣❡❄✑ ❆♥❞ t❤❡ ❛♥s✇❡r ✇✐t❤ s♦♠❡ ♥✉❛♥❝❡ ✇❛s✿ ✏❈♦✉❧❞ ✐t ❜❡ t❤❛t t❤✐s ♣♦♦r
❉♦♥ ❇♦s❝♦ ♥♦ ❧♦♥❣❡r t❛❧❦s t♦ ❤✐s ❜♦②s ♦r ❝❛♥ ♥♦ ❧♦♥❣❡r ♠❛❦❡ ❤✐♠s❡❧❢ ✉♥❞❡rst♦♦❞ ❛s ✐♥
t❤❡ ♣❛st❄ ❈♦✉❧❞ ✐t ❜❡ t❤❛t ②♦✉ ❞♦ ♥♦t ✉♥❞❡rst❛♥❞ ❤✐♠ ♦r ♥♦ ❧♦♥❣❡r ✇❛♥t t♦ ✉♥❞❡rst❛♥❞
❤✐♠✱ ❛s t❤♦s❡ ❜♦②s ♦❢ ♦❧❞ ❞✐❞❄ ❲❤❡t❤❡r ♦♥❡ ♦r ♦t❤❡r s✐❞❡ ✐s t❤❡ ❝❛✉s❡ ♦r ❜♦t❤ s✐❞❡s ❛t t❤❡
s❛♠❡ t✐♠❡ ■ ❞♦ ♥♦t ✇✐s❤ t♦ ❦♥♦✇ ♥♦✇✳✑ ✶✶✺ ❚❤✐s ❛♣♣r♦❛❝❤ ❜❡❛rs ✇✐t♥❡ss t♦ ❛ str♦♥❣ s❡♥s❡
♦❢ r❡❛❧✐t② ❛♥❞ r❡str❛✐♥t ❛s t♦ ❥✉❞❣✐♥❣ ❛♥❞ ❝♦♥❞❡♠♥✐♥❣✳ ❚❤❡ ❜❧❛♠❡ ✇❛s ♣✉t ♦♥ ♥❡✐t❤❡r
s✐❞❡ ❢♦r t❤❡ ♠♦♠❡♥t✳
❈♦♥tr❛r② t♦ t❤❛t t✐♠❡ ✐♥ ✶✽✼✻ t❤❡ ❝❛✉s❡s ♦❢ t❤❡ ❞✐✛❡r❡♥❝❡s ❜❡t✇❡❡♥ t❤❡♥ ❛♥❞ ♥♦✇ ❛r❡
♥♦t q✉❡st✐♦♥❡❞ r❡❣❛r❞✐♥❣ t❤❡ ❙❛❧❡s✐❛♥s ✐♥ ✶✽✽✹✳ ❙t✐❧❧✱ t❤✐s ✇❛s ❧♦❣✐❝❛❧❧② ❞♦♥❡ ✐♠♠❡❞✐❛t❡❧②
✐♥ t❤❡ ❧❡tt❡r s❡♥t t♦ t❤❡ ❜♦②s ♦♥ ✶✵ ▼❛②✳ ■♥ t❤❡ ❧❡tt❡r t♦ t❤❡ ❝♦♥❢r❡r❡s ✐t ✇✐❧❧ ❜❡ ❞♦♥❡✱
❤♦✇❡✈❡r✱ ❢✉rt❤❡r ♦♥ ❛♥❞ ✐♥ ❛♥♦t❤❡r ❝♦♥t❡①t✳✶✶✻ ❇✉③③❡tt✐ ✐♠♠❡❞✐❛t❡❧② s❡ts ♦✉t t♦ ❞❡s❝r✐❜❡
❛ s❡r✐❡s ♦❢ s✐① ❜❛❞ ❝♦♥s❡q✉❡♥❝❡s ♦❢ ❧✐st❧❡ss♥❡ss ❤❡r❡✱ ❝♦♥tr❛r② t♦ t❤❡ ❧❡tt❡r t♦ t❤❡ ❜♦②s✱ ✐♥
✇❤✐❝❤ t❤❡ q✉❡st✐♦♥ ♦❢ t❤❡ ❝❛✉s❡ ✐s ❥✉st❧② ❛s❦❡❞✳ ❚❤❡ s✐① ❝♦♥s❡q✉❡♥❝❡s ❛r❡ t❤❡ s②♠♣t♦♠s
✇❤✐❝❤ ●✳❇✳ ▲❡♠♦②♥❡ ❤❛❞ ❧✐st❡❞ ❜r✐❡✢② ❛♥❞ ❝♦♥❝✐s❡❧② ♦♥❡ ❜② ♦♥❡ ❛t t❤❡ st❛rt ♦❢ ♠❛♥✉s❝r✐♣t
❡①❝❡♣t ♦♥❡✳ ❍❡ ❤❛❞ ❝❧❛r✐✜❡❞ t❤❡♠ ❤❡r❡ ❛♥❞ t❤❡r❡ ❛❢t❡r✇❛r❞s ✐♥ ❛♥❞ ❛❞❞❡❞ ♦♥❡ ♠♦r❡
✐♠♣♦rt❛♥t ❝♦♥s❡q✉❡♥❝❡✳ ❚❤❡ ✈❡r② ❢♦❝✉s ♦♥ t❤❡ ❝♦♥s❡q✉❡♥❝❡s ♦❢ ❧✐st❧❡ss♥❡ss ❣✐✈❡s ❡✈✐❞❡♥❝❡
✐♥ ✐ts ✈❡r② ♦✇♥ r✐❣❤t ❤♦✇ ✐♠♣♦rt❛♥t ❧✐✈❡❧② ❣❛♠❡s ❛♥❞ ❝❤❡❡r❢✉❧ r❡❝r❡❛t✐♦♥ ✇❡r❡ t♦ ❉♦♥
❇♦s❝♦✳
❚❤❡ ✜rst ♥❡❣❛t✐✈❡ ❝♦♥s❡q✉❡♥❝❡ ✐s ❝♦♥s♣✐❝✉♦✉s ❛t t❤❡ ❧❡✈❡❧ ♦❢ r❡❧✐❣✐♦✉s ♣r❛❝t✐❝❡✿
❛♣❛t❤② ♦r ❧✐st❧❡ss♥❡ss ♦r ✏ ❝♦❧❞♥❡ss ✐♥ ❛♣♣r♦❛❝❤✐♥❣ t❤❡ s❛❝r❛♠❡♥ts▼❛♥✉s❝r✐♣t
s♣❡❝✐✜❡s ✏❤♦❧②✑ s❛❝r❛♠❡♥ts ❛♥❞ r❡❢❡rs ❛s s✉❝❤ st✐❧❧ ♠♦r❡ ❡①♣❧✐❝✐t❧② t♦ t❤❡ ❢✉♥❞❛♠❡♥✲
t❛❧ s❛❝r❛♠❡♥ts ♦❢ ❝♦♥❢❡ss✐♦♥ ❛♥❞ ❍♦❧② ❈♦♠♠✉♥✐♦♥✳ ❚❤❡s❡ t✇♦ s❛❝r❛♠❡♥ts ✇❡r❡
✶✶✺▼❇ ❳■■✱ ♣✳ ✺✺✼❀ ❊▼❇ ❳■■✱ ♣✳ ✹✵✼ ✭♣❛rt❧② r❡✲tr❛♥s❧❛t❡❞✮✳ ❈❢✳ ❇■❊❙▼❆◆❙✱ ❘✳✱ ❉❡ ❜r✐❡❢ ✉✐t ❘♦♠❡
❛❛♥ ❞❡ ❥♦♥❣❡♥s ✳✳✳✱ ♣♣✳ ✸✽✲✸✾✳
✶✶✻✏❚❤✐s ✐s ✏❧♦❣✐❝❛❧✑ ✐❢ ✇❡ ❝♦♥s✐❞❡r t❤❛t ✏t❤❡ r❡❛s♦♥ ✇❤②✑ ❤❛❞ ❜❡❡♥ s♦ ✐♠♣♦rt❛♥t ♦♥ t❤❡ ♠❡❡t✐♥❣ ♦❢ ▼❛r❝❤
✾ ✶✽✽✸✳ ❙❡❡ ✜rst ❝❤❛♣t❡r ♦❢ t❤✐s st✉❞② ❢♦♦t♥♦t❡ ✻✾ ❛♥❞ ✐♥ t❤✐s ❝❤❛♣t❡r ❢♦♦t♥♦t❡ ✸✼ ❛♥❞ ❢✉rt❤❡r♠♦r❡
t❤❡ ♣❛❣❡s ✇❤❡r❡ ■ s❤❛❧❧ tr❡❛t t❤❡ ❝♦♥t❡♥t ♦❢ ❛♥ ✏✉♥❡①♣❡❝t❡❞ ✐♥s❡rt✐♦♥✑ ✭❙✉ss✐❞✐♦ ♦r ❆✉①✐❧✐❛r② ❇♦♦❦❧❡t✱
♣♣✳ ✶✼✲✶✽✮
✽✻

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❛❧❧♦❝❛t❡❞ ❛ ✈❡r② ✐♠♣♦rt❛♥t ♣❛rt ✐♥ t❤❡ ❜✐♦❣r❛♣❤✐❡s ♦❢ ❙❛✈✐♦✱ ▼❛❣♦♥❡✱ ❇❡s✉❝❝♦ ❛♥❞
❙❡✈❡r✐♥♦✳
❚❤❡ s❡❝♦♥❞ ♥❡❣❛t✐✈❡ ❝♦♥s❡q✉❡♥❝❡✿ ✏ ♥❡❣❧❡❝t✐♥❣ ♣r❛②❡rs ✐♥ ❝❤✉r❝❤✳✑ ❚❤✐s ✇❛s ♥♦t ♦♥❧②
t❤❡ ❝❛s❡ ✐♥ ❝❤✉r❝❤✱ ❜✉t ❛❧s♦ ✏ ❡❧s❡✇❤❡r❡✳✑ ❍❡r❡ ✐s ❛♥♦t❤❡r ❡①❛♠♣❧❡ ♦❢ t❤❡ ❧✐❜❡rt② t❤❡
❡❞✐t♦r ❛❧❧♦✇s ❤✐♠s❡❧❢ ✐♥ t❤❡ ❝♦♥t✐♥✉❡❞ ❡❧❛❜♦r❛t✐♦♥✳
❚❤❡ t❤✐r❞ ♥❡❣❛t✐✈❡ ❝♦♥s❡q✉❡♥❝❡ ✐s ❛❧s♦ ❛ r❡❧✐❣✐♦✉s ♦♥❡ ❛♥❞ ✐s ❧✐♥❦❡❞ t♦ t❤❡ ♣r❡❞♦♠✲
✐♥❛♥t ❛t♠♦s♣❤❡r❡ ♦❢ ❧✐st❧❡ss♥❡ss✳ ❚❤❡ ❜♦②s ❝❛♥♥♦t ❢❡❡❧ ✜♥❡ ✐♥ s✉❝❤ ❛♥ ❛t♠♦s♣❤❡r❡✳
❚❤❛t ✐s ✇❤② t❤❡② ♥♦ ❧♦♥❣❡r ❧✐❦❡ st❛②✐♥❣ ✐♥ t❤❡ ❖r❛t♦r② ❛♥❞ ❡✈❡♥ ❢♦r❣❡t t❤❛t ✏❉✐✈✐♥❡
Pr♦✈✐❞❡♥❝❡ ❤❡❛♣s ❡✈❡r② ♣♦ss✐❜❧❡ ❜❧❡ss✐♥❣ ♦♥ t❤❡♠✳✑ ✭✮ ❚❤♦s❡ ❜❧❡ss✐♥❣s ❛r❡ ❢✉rt❤❡r
❞❡✜♥❡❞ ✐♥ ❛♥❞ ✿ ❛❧❧ t❤❛t ✐s ❣♦♦❞ ❢♦r ✏t❤❡✐r ❜♦❞✐❡s✱ t❤❡✐r s♦✉❧s ❛♥❞ t❤❡✐r ♠✐♥❞s✳✑
❚❤❡② ♦✇❡ ❡✈❡r②t❤✐♥❣✱ t❤❡✐r ♣❤②s✐❝❛❧ ❤❡❛❧t❤✱ t❤❡✐r r❡❧✐❣✐♦✉s ❛♥❞ ✐♥t❡❧❧❡❝t✉❛❧ ❡❞✉❝❛✲
t✐♦♥✱ t❤❡✐r ✏t❡♠♣♦r❛❧ ❛♥❞ ❡t❡r♥❛❧ ✇❡❧❧✲❜❡✐♥❣✑ t♦ ●♦❞✬s ❣♦♦❞ ❣r❛❝❡✳ ❚❤❡ ❛✇❛r❡♥❡ss
♦❢ t❤✐s✱ ❤♦✇❡✈❡r✱ ❢❛❞❡s ❛✇❛② ✐♥ t❤❡ ❝✉rr❡♥t ❝✐r❝✉♠st❛♥❝❡s✳
❲❤❡r❡ t❤❡ ✢❛♠❡ ♦❢ ❞❡✈♦t✐♦♥ ✐s ❜✉r♥✐♥❣ ❧♦✇✱ t❤❡ ❛r❞♦✉r ♦❢ r❡❧✐❣✐♦✉s ✈♦❝❛t✐♦♥s ✐s
❜❡✐♥❣ ❡①t✐♥❣✉✐s❤❡❞ ❛s ✇❡❧❧✳ ❚❤❡ r❡❢❡r❡♥❝❡ t♦ t❤✐s ♥❡❣❛t✐✈❡ ❡✛❡❝t ✇❛s ♠✐ss✐♥❣ ✐♥
▼❛♥✉s❝r✐♣t ❤❡r❡ ✐s ❢♦❧❧♦✇✐♥❣ ✳ ❚❤❡ ❢❛❝t♦r ✏✈♦❝❛t✐♦♥s✑ ✇✐❧❧ ♣❧❛② ❛ ♠❛❥♦r ♣❛rt ✐♥
✐ts ♦✇♥ ✇❛② ✐♥ t❤❡ ❱❛❧❞♦❝❝♦ ❖r❛t♦r② ✐♥ ❏✉♥❡ ✶✽✽✹✳ ■t ♠❛② ♥♦t ❜❡ s✉♣❡r✢✉♦✉s t♦
str❡ss t❤❛t ✏♠❛♥②✑ ✐♥❞❡❡❞ ♠❡❛♥s ❛ ❣r❡❛t ♥✉♠❜❡r✱ ❜✉t ♦♥ t❤❡ ♦t❤❡r ❤❛♥❞ ✐t ✐s ❛❧s♦
❛ ✇❛② ♦❢ ♣✉tt✐♥❣ t❤✐♥❣s ✐♥t♦ ❛ ❝❡rt❛✐♥ ♣❡rs♣❡❝t✐✈❡✳
❆ ✜❢t❤ ♥❡❣❛t✐✈❡ ❝♦♥s❡q✉❡♥❝❡ ❝❛♥ ❜❡ ❢❡❧t ✐♥ t❤❡ ❜♦②s✬ ✏✐♥❣r❛t✐t✉❞❡✑ t♦✇❛r❞s t❤❡✐r
s✉♣❡r✐♦rs✳ ❍♦✇ ♦r t❤r♦✉❣❤ ✇❤✐❝❤ s✐❣♥s t❤✐s ✐♥❣r❛t✐t✉❞❡ ✇❛s ❡①♣r❡ss❡❞✱ ✐s ♥♦t ♠❡♥✲
t✐♦♥❡❞✳
❚❤❡♥ t❤❡r❡ ✐s t❤❡ ✏s❡❝r❡t✐✈❡✑ ❜❡❤❛✈✐♦✉r✳ ■t ✇❛s ❞❡s❝r✐❜❡❞ ❡①t❡♥❞❡❞❧② ❛♥❞ r❛t❤❡r
♣❛t❤❡t✐❝❛❧❧② ✐♥ t❤❡ ♦✉t❧✐♥❡ ♦❢ t❤❡ ❞✐✛❡r❡♥t ❦✐♥❞s ♦❢ ❣r♦✉♣s✱ ♠♦r❡ ♣❛rt✐❝✉❧❛r❧② ✐♥
t❤❡ ❞✐❣r❡ss✐♦♥ ❛❜♦✉t t❤❡ ✏str♦❧❧✐♥❣ ❛♥❞ ✇❤✐s♣❡r✐♥❣ ❧✐tt❧❡ ❣r♦✉♣s✳✑ ❚❤✐s s❡❝r❡t✐✈❡
❜❡❤❛✈✐♦✉r ♠✉st ❤❛✈❡ ✇❡✐❣❤❡❞ ❤❡❛✈✐❧② ♦♥ ❋r ▲❡♠♦②♥❡✬s ❛♥❞ ❉♦♥ ❇♦s❝♦✬s ♠✐♥❞s✳ ■t
✇❛s ✐❧❧✉str❛t❡❞ ❛❧r❡❛❞② ❜❡❢♦r❡ ✐♥ t❤❡ q✉♦t❡s ♦❢ t❤❡ ✏❢♦✉❧ ❝♦♥✈❡rs❛t✐♦♥s✑✳ ■t ❛♥♥♦②❡❞
t❤❡♠ s♦ s❡r✐♦✉s❧② t❤❛t ♠♦r❡ ❛tt❡♥t✐♦♥ ✇❛s ♣❛✐❞ t♦ ✐t ❛❢t❡r t❤❡ ❧✐st✐♥❣ ♦❢ t❤❡ ♦t❤❡r
❝♦♥s❡q✉❡♥❝❡s ✇❤✐❝❤ ❝♦✉❧❞ ♥♦t ❞✐r❡❝t❧② ❜❡ ❞❡r✐✈❡❞ ❢r♦♠ t❤❡ s❝❡♥❡✳
❚❤❡ s❛♠❡ t❤✐♥❣ ❝❛♥ ♠♦r❡ ♦r ❧❡ss ❜❡ s❛✐❞ ❛❜♦✉t t❤❡ ✏❣r✉♠❜❧✐♥❣✑ ♦r t❤❡ ❝r✐t✐❝✐s♠ ✇❤✐❝❤
❝♦♥❝❧✉❞❡s t❤❡ s❡r✐❡s ♦❢ ❜❛❞ ❝♦♥s❡q✉❡♥❝❡s ♥❛♠❡❞ ❛s s✉❝❤ t♦❣❡t❤❡r ✇✐t❤ s❡❝r❡t✐✈❡
❜❡❤❛✈✐♦✉r✳ ❊✈❡♥t✉❛❧❧② t❤❡② s❡❡♠ t♦ ❜❡ t❤❡ r♦♦t ❝❛✉s❡ ♦❢ ✏❛❧❧ t❤❡ ♦t❤❡r r❡❣r❡tt❛❜❧❡
❝♦♥s❡q✉❡♥❝❡s✳✑ ❖r ✐s t❤❡ ❛✉t❤♦r ♣❡r❤❛♣s st✐❧❧ t❤✐♥❦✐♥❣ ♦❢ ♠♦r❡ ❝♦♥s❡q✉❡♥❝❡s ❤❡ ❞♦❡s
♥♦t ❧✐❦❡ t♦ ❞❡❛❧ ✇✐t❤ r✐❣❤t ♥♦✇❄
❚✐♠❡ ❛♥❞ t✐♠❡ ❛❣❛✐♥ ❉♦♥ ❇♦s❝♦ r❡❣r❡tt❡❞✱ ❞❡♥♦✉♥❝❡❞ ❛♥❞ ❢♦✉❣❤t ❣r✉♠❜❧✐♥❣ ❛♥❞ ✈✐❝✐♦✉s
❝r✐t✐❝✐s♠ ✐♥ ✇♦r❞ ❛♥❞ ❛❝t✐♦♥✳ ■♥ ◆♦✈❡♠❜❡r ✶✽✼✸ ❛t t❤❡ st❛rt ♦❢ t❤❡ s❝❤♦♦❧ ②❡❛r✱ ❤❡ ✇r♦t❡
♦♥ ✏t❤❡ ❞✐s❝✐♣❧✐♥❡ ❛♠♦♥❣ t❤❡ ♣✉♣✐❧s✳✑ ❍❡ ♣r❡s❝r✐❜❡❞ t❤❡ ❢♦❧❧♦✇✐♥❣ ❢♦r t❤❡ ❛ss✐st❛♥ts t❤❡♥✿
✏▲❡t t❤❡♠ ❛❧s♦ str✐✈❡ ♠♦st ❛♥①✐♦✉s❧② t♦ ❢♦r❡st❛❧❧ ❣r✉♠❜❧✐♥❣ ❛❣❛✐♥st s✉♣❡r✐♦rs ♦r t❤❡ ❤♦✉s❡
♠❛♥❛❣❡♠❡♥t✳ ▼♦st❧②✱ ❧❡t t❤❡♠ ✐♥s✐st✱ r❡❝♦♠♠❡♥❞✱ ❛♥❞ s♣❛r❡ ♥♦ ❡✛♦rts t♦ ♣r❡✈❡♥t ❢♦✉❧
✽✼

9.8 Page 88

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❝♦♥✈❡rs❛t✐♦♥✳✑ ✶✶✼ ❚❤❡ s❡❝♦♥❞ ♦♥❡ ♦❢ ❤✐s ❣r❡❛t ♣r❡♦❝❝✉♣❛t✐♦♥s ♠❛② ❜❡ ❤❡❛r❞ ❤❡r❡✳ ❚❤❡
✜rst ✉s❡ ♦❢ t❤❡ ♣❤r❛s❡ ✏♠♦st ❛♥①✐♦✉s❧②✑ ✐s r❡❛❧❧② ♥♦ ❧❡ss ✐♥s✐st✐♥❣ t❤❛♥ t❤❡ s❡❝♦♥❞ ♦♥❡
✏✐♥s✐st✱ r❡❝♦♠♠❡♥❞✱ ❛♥❞ s♣❛r❡ ♥♦ ❡✛♦rts✑✳ ❚❤❡ t✇❡❧❢t❤ ✈♦❧✉♠❡ ♦❢ t❤❡ ▼❡♠♦r✐❡ ❜✐♦❣r❛✜❝❤❡
❤❛s ❛ ❝❤❛♣t❡r ✇✐t❤ t❤❡ t✐t❧❡ ✏❧❡ ♠♦r♠♦r❛③✐♦♥✐ ✑ ✭❣r✉♠❜❧✐♥❣ ♦r ❝r✐t✐❝✐③✐♥❣✮✳ ■t ❝♦♥t❛✐♥s t✇♦
♠♦r❡ ❧❛r❣❡ ♣❛rts ♦❢ ❛♥ ❡✈❡♥✐♥❣ t❛❧❦ ✇❤✐❝❤ ❉♦♥ ❇♦s❝♦ ❤❡❧❞ ✐♥ ❏❛♥✉❛r② ✶✽✼✻✳
❚❤❡ ✜rst ♦♥❡ ✐s ❛ ❢r❡❡ r❡❝♦♥str✉❝t✐♦♥ ♦❢ ❏❡s✉s✬ P❛r❛❜❧❡ ♦❢ t❤❡ ❙♦✇❡r✳ ❚❤❡r❡ ❛r❡ t❤❡
❜✐r❞s t❤❛t ♣✐❝❦ ❛✇❛② t❤❡ s❡❡❞s✿ ✐♥ ❤✐s ✐♥t❡r♣r❡t❛t✐♦♥ t❤❡② st❛♥❞ ❢♦r ✏t❤❡ ❣r✉♠❜❧✐♥❣✑✱ t❤❡
❝r✐t✐❝✐s♠ ♦♥ ❛ s❡r♠♦♥ ♦r ❛ ❣♦♦❞ ❜♦♦❦✳ ✏❆❢t❡r ❤❡❛r✐♥❣ ❛♥ ✐♥s♣✐r✐♥❣ s❡r♠♦♥✱ ♦♥❡ ❧❛❞ ❥♦✐♥s
❤✐s ❝♦♠♣❛♥✐♦♥s ❛♥❞ ✜♥❞s ❢❛✉❧t ✇✐t❤ t❤❡ ♣r❡❛❝❤❡r✬s ❣❡st✉r❡s✱ ✈♦✐❝❡ ♦r s♦♠❡ ✇♦r❞ ♦❢ ❤✐s✳
❍❡ ❞❡str♦②s t❤❡ ❣♦♦❞ ❡✛❡❝t ♦❢ t❤❡ s❡r♠♦♥✳ ✳ ✳ ❆ t❤✐r❞ ♦♥❡ r✐❞✐❝✉❧❡s t❤❡ ♣r❡❛❝❤❡r✬s ■t❛❧✐❛♥✳
❆❣❛✐♥ t❤❡ s❡r♠♦♥ ✐s ♠❛❞❡ ❢r✉✐t❧❡ss✳ ❚❤❡ s❛♠❡ ❝❛♥ ❜❡ s❛✐❞ ❛❜♦✉t ❣♦♦❞ ❜♦♦❦s❀ ✜♥❞✐♥❣
❢❛✉❧t ✇✐t❤ t❤❡♠ ❞❡str♦②s t❤❡ ❣♦♦❞ t❤❡② ❝❛♥ ❞♦✳ ▼✉r♠✉r✐♥❣ ✐s ❛❧❧ t❤❡ ♥❛st✐❡r ❜❡❝❛✉s❡
✐t ✐s ❣❡♥❡r❛❧❧② ❞♦♥❡ ♦♥ t❤❡ s❧②❀ ✐t ❣r♦✇s ❛♥❞ t❤r✐✈❡s ✇❤❡r❡ ✇❡ ✇♦✉❧❞ ❧❡❛st ❡①♣❡❝t ✐t✳✑
❚❤✐s ✉tt❡r❛♥❝❡ r❡♠✐♥❞s ✉s ♦❢ t❤❡ s❡❝r❡t✐✈❡ ❜❡❤❛✈✐♦✉r ❞❡s❝r✐❜❡❞ ❞✉r✐♥❣ r❡❝r❡❛t✐♦♥ t✐♠❡✳
✏■❢ t❤❡r❡ ✐s ♠✉r♠✉r✐♥❣ ♦r ❜❛❝❦✲❜✐t✐♥❣ ♦r s♦♠❡ s✐♠✐❧❛r t❤✐♥❣✱ ❛❧❧ ✐s ✇✐♣❡❞ ♦✉t ✐♥st❛♥t❧②✳
❲❤♦s❡ ❞✉t② ✐s ✐t t♦ s♦✉♥❞ t❤❡ ❛❧❛r♠✱ t❛❦❡ ❛ ✜r♠ st❛♥❞✱ ❝r② ♦✉t ❛♥❞ ♠❛❦❡ s✉r❡ t❤❛t
♠✉r♠✉r✐♥❣ ❛♥❞ ✉♥❜❡❝♦♠✐♥❣ t❛❧❦ ❛r❡ s✐❧❡♥❝❡❞❄ ❨♦✉ ❬❉♦♥ ❇♦s❝♦ ❤✐♠s❡❧❢ ✐♥t❡♥❞❡❞❪ ❦♥♦✇
t❤❡ ❛♥s✇❡r✳ ✳ ✳ ▼② ❞❡❛r ❜♦②s✱ ❛✈♦✐❞ ♠✉r♠✉r✐♥❣ ❜❡❝❛✉s❡ ✐t ✐s ❛ ✈❡r② ❣r❛✈❡ ❡✈✐❧✳ ❙❤✉♥
✐t ❧✐❦❡ t❤❡ ♣❧❛❣✉❡ ❛♥❞ tr② t♦ ♠❛❦❡ ♦t❤❡rs ❛✈♦✐❞ ✐t t♦♦✳✑ ■♥ ❛ s❤♦rt ✐♥t❡r✈✐❡✇ ❛❢t❡r t❤❛t
s♣❡❡❝❤✱ ❤❡ ❡①♣❧❛✐♥❡❞ t♦ s♦♠❡ ❙❛❧❡s✐❛♥s✿ ✏❨♦✉ s❤♦✉❧❞ s❡❡ t♦ ✐t t❤❛t ❝r✐t✐❝✐s♠ ❜❡ ❛✈♦✐❞❡❞
❛♥❞ ❤❛✈❡ ✐t st♦♣♣❡❞ ❛❧♦♥❣ ✇✐t❤ ❛♥② ❦✐♥❞ ♦❢ ✇r♦♥❣❞♦✐♥❣✱ ❡s♣❡❝✐❛❧❧② ✉♥❜❡❝♦♠✐♥❣ t❛❧❦✳ ✳ ✳
■ ✇❛♥t ✐t t♦ ❜❡ ❦♥♦✇♥ ❛♥❞ ❜♦r♥❡ ✇❡❧❧ ✐♥ ♠✐♥❞ t❤❛t ✇❤❡♥ ■ s❛② ❵♠✉r♠✉r✐♥❣✬ ❝r✐t✐❝✐s♠
■ ❞♦ ♥♦t ♠❡❛♥ ♠❡r❡❧② ❜❛❝❦✲❜✐t✐♥❣✱ ❜✉t ❡✈❡r② ❡①♣r❡ss✐♦♥✱ ❡✈❡r② ♣✉♥✱ ❡✈❡r② s✐♥❣❧❡ ✇♦r❞
t❤❛t ♠❛② ❞❡str♦② t❤❡ ✇❤♦❧❡s♦♠❡ ❡✛❡❝t ♦❢ ●♦❞✬s ✇♦r❞✳ ■♥ ❝♦♥❝❧✉s✐♦♥✱ ■ ✐♥s✐st t❤❛t ✐t ✐s ❛
s❡r✐♦✉s ❡✈✐❧ t♦ ❦❡❡♣ s✐❧❡♥t ✐♥ t❤❡ ❢❛❝❡ ♦❢ ✇r♦♥❣❞♦✐♥❣ t❛❦✐♥❣ ♥♦ ♣❡rs♦♥❛❧ ❛❝t✐♦♥ t♦ st♦♣ ✐t
♦r ❤❛✈❡ t❤♦s❡ ✐♥ ❝❤❛r❣❡ ❞♦ s♦✳✑ ✶✶✽ ❲✐t❤ t❤✐s ❧❛st q✉♦t❛t✐♦♥ ❤❡ ✇❡♥t ❜❛❝❦ t♦ t❤❡ ❝♦r❡ ♦❢
❤✐s st❛t❡♠❡♥t ♦❢ t❤❛t ❡✈❡♥✐♥❣✳
▲❛❝❦ ♦❢ ♦♣❡♥♥❡ss ❛♥❞ ❝❛♥❞✐❞ ❝♦♥t❛❝t ♠✉st ❤❛✈❡ ❤✉rt ❛♥❞ s❛❞❞❡♥❡❞ ❤✐♠ ❞❡❡♣❧②✳ ❆❢t❡r
❛❧❧ ❤❡ ❤❛s ❛❧✇❛②s ❜❡❡♥ t❤❡ ❡❞✉❝❛t♦r ✇❤♦ ✐♥✈✐t❡❞ t❤❡ ❜♦②s t♦ ❤❛✈❡ ✏♥♦ s❡❝r❡ts✑ ❢♦r ❤✐♠ ❛s
❤❡ ❤❛❞ ♥♦ s❡❝r❡ts ❢♦r t❤❡♠✳ ✏❍❡ ✇♦r❡ ❤✐s ❤❡❛rt ♦♥ ❤✐s s❧❡❡✈❡✑ ❛♥❞ tr✐❡❞ t♦ ❝♦♥✈✐♥❝❡ t❤❡♠
t♦ ❞♦ t❤❡ s❛♠❡✳✶✶✾
✸✳✸✳✸✳✷ ❚❤❡ s❡❝♦♥❞ ♣❛rt ♦❢ t❤❡ ❝♦♠♠❡♥t❛r② ❞❡✈❡❧♦♣s ❛♥ ❛♥s✇❡r t♦ ❉♦♥ ❇♦s❝♦✬s q✉❡st✐♦♥✿
✏❇✉t ❤♦✇ ❝❛♥ ✇❡ ❜r✐♥❣ ♠② ❞❡❛r ❜♦②s t♦ ❧✐❢❡ ❛❣❛✐♥❄✑ ❬✶✶❪
❉♦♥ ❇♦s❝♦ r❡❛❝ts t♦ ❇✉③③❡tt✐✬s ❡①♣❧❛♥❛t✐♦♥ ❛s ❢♦❧❧♦✇s✿ ✏■ ❣r❛s♣✱ ■ ✉♥❞❡rst❛♥❞✳✑ ❏✉st❧② s♦
●✳❇✳ ▲❡♠♦②♥❡ ❤❛s ❞r♦♣♣❡❞ ✏■ s❡❡✑ ❢r♦♠ t❤❡ ✈❡rs✐♦♥✱ ❜❡❝❛✉s❡ ❛❝t✉❛❧❧② ♥♦t❤✐♥❣ ❤❛❞ ❜❡❡♥
❵s❡❡♥✬ ♦❢ ♠♦st ♦❢ t❤❡ ♠❡♥t✐♦♥❡❞ ❝♦♥s❡q✉❡♥❝❡s✳ ❆❝❝♦r❞✐♥❣ t♦ ❋r ▲❡♠♦②♥❡ ❛♥❞ ❉♦♥ ❇♦s❝♦
❤♦✇❡✈❡r t❤❡ r❡♣❡r❝✉ss✐♦♥ ♦❢ t❤❡ r❡❝r❡❛t✐♦♥ t✐♠❡ s✐t✉❛t✐♦♥ ♦♥ t❤❡ r❡❧✐❣✐♦✉s ❡①♣❡r✐❡♥❝❡ ✐♥
✶✶✼❊ ■■✱ ♣✳ ✸✷✶✳ ❊ ✭♠✮✱ ✈♦❧✳ q✉❛rt♦✱ ♣✳ ✶✽✵✴✽✻✳ ▼❇ ❳✱ ♣✳ ✶✶✵✸❀ ❊▼❇ ❳✱ ♣✳ ✹✾✹✳
✶✶✽▼❇ ❳■■✱ ♣♣✳ ✹✵✱ ✹✹✲✹✺✱ ✹✾❀ ❊▼❇ ❳■■✱ ♣♣✳ ✷✽✱ ✸✶✲✸✷✱ ✸✻✳
✶✶✾❙❡❡ ❢♦♦t♥♦t❡ ✹✻ ✐♥ t❤❡ t❤✐r❞ ❝❤❛♣t❡r✳ ❆♥❞ t❤❡ ❧♦♥❣ q✉♦t❛t✐♦♥ ✐♥ ❇■❊❙▼❆◆❙✱ ❘✳✱ ❉❡ ❜r✐❡❢ ✉✐t ❘♦♠❡
❛❛♥ ❞❡ ❥♦♥❣❡♥s✳✳✳✱ ♣♣✳✱ ✷✽✲✷✾✳
✽✽

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t❤❡ ❝❤❛♣❡❧ ❛♥❞ ✏❡❧s❡✇❤❡r❡✑✱ ♦♥ t❤❡ ✈♦❝❛t✐♦♥s ❛♥❞ t❤❡ r❡❧❛t✐♦♥s❤✐♣s ✇✐t❤ t❡❛❝❤❡rs ❛♥❞
❡❞✉❝❛t♦rs✱ ✇❛s ❡✈✐❞❡♥t✳ ●✳❇✳ ▲❡♠♦②♥❡ ♠✉st ❤❛✈❡ s❡♥s❡❞ ✈❡r② ✇❡❧❧ ✇❤❛t ❉♦♥ ❇♦s❝♦
♠❡❛♥t ❛♥❞ ❢❡❧t✳ ❉♦♥ ❇♦s❝♦ ✐s ❛ ♠❛♥ ♦❢ ❛❝t✐♦♥✳ ■t ✐s q✉✐t❡ ♦❜✈✐♦✉s ❤❡ ❛s❦s ❤♦✇ t❤✐♥❣s ❝❛♥
❜❡ r❡♠❡❞✐❡❞ ✇✐t❤♦✉t ❞❡❧❛②✳ ■t ✐s ❛❧s♦ ♥♦r♠❛❧ ❤❡ t❤✐♥❦s ❤❡ ❛♥❞ ❤✐s ❝♦♥❢r❡r❡s s❤♦✉❧❞ t❛❦❡
♣r♦♣❡r ❛❝t✐♦♥✳ ❆♥❞ ❧♦❣✐❝❛❧❧② ❛❝❝♦r❞✐♥❣ t♦ ❤✐s ❡①♣❡r✐❡♥❝❡ ❛♥❞ ♦♣✐♥✐♦♥ t❤❡ r❡♠❡❞② ❜♦✐❧s
❞♦✇♥ t♦ r❡♣❛✐r✐♥❣ ♦r r❡✲❛♥✐♠❛t✐♥❣ t❤❡ ❡❛r❧✐❡r r❡❝r❡❛t✐♦♥ ❛t♠♦s♣❤❡r❡✳ ❍❡ ✐♥st❛♥t❧② s♣❡❛❦s
❛❜♦✉t r❡♣❛✐r✱ ✐✳❡✳ ✏r❡❝✉♣❡r❛t✐♥❣✑ t❤❡ ❛t♠♦s♣❤❡r❡ ✇❤✐❝❤ ❡①❝❡❧❧❡❞ ❜② ✏❧✐✈❡❧✐♥❡ss✱ ❝❤❡❡r❢✉❧♥❡ss
❛♥❞ ❡①✉❜❡r❛♥❝❡ ♦❢ t❤❡ ♦❧❞ ❞❛②s✑✳ ■t ✐s t❤✐s ❛t♠♦s♣❤❡r❡ ✉♥❞❡r ✇❤✐❝❤ ✐rr❡s✐st✐❜❧❡ s♣❡❧❧ ❤❡
❤❛❞ ❜❡❡♥ ✐♥ t❤❡ s❝❡♥❡ ❜❡❢♦r❡ ✶✽✼✵✳ ■t ❝❤❛r❛❝t❡r✐③❡s t❤❡ q✉✐♥t❡ss❡♥❝❡ ♦❢ ❤✐s ✏s②st❡♠✑✳
■t ❞♦❡s ♥♦t ♦❝❝✉r t♦ ❉♦♥ ❇♦s❝♦ ✐♥ ❤✐s ❞✐❛❧♦❣✉❡ ✇✐t❤ ❇✉③③❡tt✐ ❤❡r❡ t❤❛t t❤❡ ②♦✉♥❣st❡rs
t❤❡♠s❡❧✈❡s ♠✐❣❤t ❜❡ ❜❧❛♠❡❞ ❛♥❞ ❝♦♥s❡q✉❡♥t❧② s❤♦✉❧❞ ♠❛❦❡ ❛ ❝♦♥tr✐❜✉t✐♦♥✳ ■♥ t❤❡ ❧❡tt❡r
t♦ t❤❡ ❜♦②s ❤❡ ❞✐❞ ♣✉t ❢♦r✇❛r❞ t❤❡ ✐❞❡❛ ♦❢ t❤❡✐r ❣✉✐❧t✳ ■t ✇✐❧❧ ❜❡ ❝❧❡❛r ✐♥ ♦♥❡ ♦❢ t❤❡
♥❡①t ♣❛rts ✇❤✐❝❤ ■ ✇✐❧❧ ❣✐✈❡ t❤❡ t✐t❧❡ ❵■♥t❡r♠❡③③♦✬ ♦r ❵✐♥s❡rt✐♦♥✬✳ ❚❤❡ ✐❞❡❛ ✇✐❧❧ ❣❡t ✐ts ❢✉❧❧
❛tt❡♥t✐♦♥ ✇❤❡♥ ❞✐s❝✉ss✐♥❣ t❤❡ s❡❝♦♥❞ ❧❛r❣❡✱ ❛❞❞❡❞ ♣❛rt ♦❢ t❤❡ ❵❧♦♥❣ ✈❡rs✐♦♥✬ ✐♥ ❛♥♦t❤❡r
✈♦❧✉♠❡ ♦❢ t❤❡ st✉❞②✳
❚❤❡ ♠❡❛♥s ♦❢ ❤❡❛❧✐♥❣✱ t❤❡ r❡♠❡❞② ✐s ✏❧✬❛♠♦r❡✑ ❬❧♦✈❡✱ ❛✛❡❝t✐♦♥❪ ✶✶
❚❤❡ ♦♥❧② r❡♠❡❞② ❇✉③③❡tt✐ ♦✛❡rs ✐s ❧♦✈❡✳ ❇✉③③❡tt✐ ✉s❡s t❤❡ ■t❛❧✐❛♥ ✇♦r❞ ✏ ❛♠♦r❡✑ ✐♥ t❤❡
t❤r❡❡ ♠❛♥✉s❝r✐♣ts ✭❇✱ ❈✱ ❛♥❞ ✮ ❛t t❤❛t s♣♦t ✐♥ ❤✐s ❝♦♠♠❡♥t✳ ❍❡ ❞♦❡s ♥♦t ✉s❡ t❤❡
✇♦r❞ ✏ ❝❛r✐tà✑✱ ✇❤✐❝❤ ✐s s✉❣❣❡st❡❞ ❜② t❤❡ ❊♥❣❧✐s❤ tr❛♥s❧❛t✐♦♥ ✐♥ t❤❡ ❈♦♥st✐t✉t✐♦♥s ❛♥❞
❘❡❣✉❧❛t✐♦♥s✳ ■t ✐s ❛♥ ✉♥❡①♣❡❝t❡❞ r❡♠❡❞②✳ ❍♦✇ ♦♥❡ ❝❛♥ ❝❤❛r❛❝t❡r✐③❡ ✐t ❛s ✉♥❡①♣❡❝t❡❞ ❝❛♥
❜❡ r❡❛❞ ✐♥ t❤❡ s✉❜s❡q✉❡♥t ❝♦♥✈❡rs❛t✐♦♥✳ ❲❤❛t ❇✉③③❡tt✐ ♣r❡❝✐s❡❧② ♠❡❛♥s ✐♥❞❡❡❞ r❡q✉✐r❡s
❛ ♠♦r❡ ❛♠♣❧❡ ❡①♣❧❛♥❛t✐♦♥✳ ❚❤❡ ❢✉t✉r❡ r❡❛❞❡rs ♦❢ t❤❡ ❞♦❝✉♠❡♥t ✇✐❧❧ ❣r❛❞✉❛❧❧② ❜❡ ❣❡tt✐♥❣
❛ ❜❡tt❡r ❣r✐♣ ♦♥ ✐t t❤❛♥❦s t♦ ❛♥ ✐♥t❡r❡st✐♥❣❧② ❝♦♥str✉❝t❡❞ ♦♣♣♦s✐t✐♦♥✳ ❖♥ t❤❡ ♦♥❡ ❤❛♥❞
✐t ❜❡❝♦♠❡s ❝❧❡❛r ✇❤❛t ✐s ♥♦t ♠❡❛♥t ❜② ✏ ❛♠♦r❡✑ ❛♥❞ ♦♥ t❤❡ ♦t❤❡r ❤❛♥❞ ✉♥❞❡rst❛♥❞✐♥❣
❝❛♥ ❣r♦✇ ❛s t♦ ✇❤❛t t❤❡ ❝♦♥t❡♥t ♦❢ ✏ ❛♠♦r❡✑ r❡❛❧❧② ✐s✳ ❚♦ ❝♦♥❝r❡t✐s❡ t❤❡ ♥♦t✐♦♥ ✏❧♦✈❡✑✱ t❤❡
♣❧❛②❣r♦✉♥❞ s❝❡♥❡ ✇✐❧❧ ❤❛✈❡ t♦ ❜❡ ✈✐❡✇❡❞ ❛❣❛✐♥✳
❈❧❛r✐✜❝❛t✐♦♥ ♦❢ t❤❡ ❝♦♥❝❡♣t ❜② ❢❛❝✐❧✐t❛t✐♥❣ t❤❡ ❞✐s❝♦✈❡r② ♦❢ ✇❤❛t ✏❛♠♦r❡✑ ✐s ♥♦t
❚♦ ❝❧❛r✐❢② ✇❤❛t ✏❛♠♦r❡ ✑ ❞♦❡s ♥♦t ♠❡❛♥ ❢♦r ❇✉③③❡tt✐✱ ❉♦♥ ❇♦s❝♦ ❤✐♠s❡❧❢ ❝❛♥ st❛rt t♦
❡①♣❧❛✐♥ ✇❤❛t ❤❛s ❛❧✇❛②s ❜❡❡♥ t❤❡ ❤❡❛rt ♦❢ t❤❡ ♠❛tt❡r ✇❤❡♥ ❤❡ s♣♦❦❡ ♦r ✇r♦t❡ ❛❜♦✉t ❧♦✈❡✳
❚❤❛t ✐s t❤❡ ❜❡❣✐♥♥✐♥❣ ♦❢ t❤❡ ❙♦❝r❛t✐❝ ✇❛②✱ ✇❤✐❝❤ ❉♦♥ ▲❡♠♦②♥❡ ✇✐❧❧ ❜❡ ❢♦❧❧♦✇✐♥❣ ❤❡r❡✳
❆ ♣♦✇❡r❢✉❧ ♣❧❡❛ ♣r♦ ❞♦♠♦ ❜② ❉♦♥ ❇♦s❝♦✱ ❜❛s❡❞ ❤♦✇❡✈❡r ♦♥ ❛ ✇r♦♥❣ ✐♥t❡r♣r❡t❛t✐♦♥
♦❢ ✏ ❛♠♦r❡✶✶✲✶✷
❉♦♥ ❇♦s❝♦ ✐s ❛❧❧♦✇❡❞ t♦ ❞❡❧✐✈❡r ❛ s♣❡❡❝❤ ✇❤✐❝❤ s♦✉♥❞s ❧✐❦❡ ❛ str♦♥❣ ❞❡❢❡♥❝❡ ♣r♦ ❞♦♠♦
❍❡ ❣✐✈❡s ❛ s✉r✈❡② ♦❢ ✇❤❛t ❤❡ ❤❛s ❜❡❡♥ ❞♦✐♥❣ ❢♦r ❢♦rt② ②❡❛rs ❢♦r ❤✐s ❜♦②s✳ ❍✐s ❧✐st ✐s ❛♥
❡❧❛❜♦r❛t✐♦♥ ♦❢ ✏❡✈❡r② ♣♦ss✐❜❧❡ ❜❧❡ss✐♥❣ ♦♥ t❤❡✐r ❜♦❞✐❡s✱ t❤❡✐r s♦✉❧s ❛♥❞ t❤❡✐r ♠✐♥❞s✱ ✇❤✐❝❤
❉✐✈✐♥❡ Pr♦✈✐❞❡♥❝❡ ❤❡❛♣s ♦♥ t❤❡ ❜♦②s✳✑ ✶✷✵ ❚❤❡② ❛r❡ ❜❡♥❡✜ts ✇❤✐❝❤ ❤❛❞ ❜❡❡♥ ❞❡s❝r✐❜❡❞
✶✷✵❖❊ ❳❳■❳ ❬✶✶✶❪✳ ❈❢✳ ❊❡♥ ♦♣✈♦❡❞✐♥❣s♣r♦❥❡❝t✳ ✳ ✳ ✱ ♣♣✳ ✷✼✴✶✱ ✷✾✶✴✶✰✷✳ ❈❢✳ ❇❘❆■❉❖✱ P✳✱ ❉♦♥ ❇♦s❝♦
❡❞✉❝❛t♦r❡✳ ✳ ✳ ✱ ♣✳ ✷✽✽✴✶ ❛♥❞ ♣✳ ✷✽✾✴✶✰✷✳ ❉♦♥ ❇♦s❝♦✬s ❧✐st✐♥❣ ❧♦♦❦s ❧✐❦❡ ❛ ✈❡r② ♣❡rs♦♥❛❧ ✈❛r✐❛♥t ♦❢
❆✳▼✳ ❚❡♣♣❛✬s ♣♦✐♥t ♦❢ ✈✐❡✇✳ ❚❤❛t ✇❡♥t ❛s ❢♦❧❧♦✇s✿ ✏❋♦r ❧♦✈❡ s♣✐r✐t✉❛❧ ❡❞✉❝❛t♦rs s❤♦✉❧❞ ❡♥❥♦② ❜❡❛r✐♥❣
t❤❡ ❡✛♦rts✱ t❤❡ tr♦✉❜❧❡s✱ t❤❡ ❛❣♦♥✐❡s✱ t❤❡ ❞✐✣❝✉❧t✐❡s✱ t❤❡ s✉✛❡r✐♥❣s ✇❤✐❝❤ t❤❡✐r t❛s❦ ❡♥t❛✐❧s✑ ✭❚❊PP❆✱
❆✳▼✳✱ ❆✈✈❡rt✐♠❡♥t✐✳ ✳ ✳ ✱ ♣✳ ✻✷✮✳
✽✾

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❢✉❧❧② ❛♥❞ ❝♦♥❝r❡t❡❧② ✐♥ ♠❛♥✉s❝r✐♣t ✳ ✶✷❆t t❤❡ s❛♠❡ t✐♠❡ ✐t ✐s ❛ ❝♦♥❝r❡t✐s❛t✐♦♥ ♦❢ ♦♥❡
●❡♥❡r❛❧ ❆rt✐❝❧❡s ♦❢ t❤❡ t❡♥
♦❢ ✶✽✼✼✳ ❚❤❛t ♣❛rt✐❝✉❧❛r r✉❧❡ ✐♠♣r❡ss❡❞ ✉♣♦♥ t❤❡ ❙❛❧❡s✐❛♥s
✏t❤❛t ❡✈❡r②♦♥❡ s❤♦✉❧❞ s❡❡ t♦ ✐t ❤❡ ✐s ❧✐❦❡❞✳ ✳ ✳ ❍❡ ✇✐❧❧ r❡❛❝❤ t❤❛t ❣r❡❛t ❣♦❛❧ ✇❤❡♥ ❤❡ s❤♦✇s
✐♥ ✇♦r❞s ❛♥❞ ♠♦r❡ s♦ ✐♥ ❞❡❡❞s t❤❛t ❤✐s ❡♥t✐r❡ ♣r❡♦❝❝✉♣❛t✐♦♥ ✐s ❡①❝❧✉s✐✈❡❧② ❛✐♠❡❞ ❛t t❤❡
s♣✐r✐t✉❛❧ ❛♥❞ t❡♠♣♦r❛❧ ✇❡❧❢❛r❡ ♦❢ ❤✐s ♣✉♣✐❧s✳✑ ✶✷✶
❚❤❡ s❡❧❢✲❞❡❢❡♥❝❡ ❛❣r❡❡s ❛❧♠♦st ❧✐t❡r❛❧❧② ✇✐t❤ ✇❤❛t ❋r ▲❡♠♦②♥❡ ❤❛❞ ❛❧r❡❛❞② ✇r✐tt❡♥ ✐♥
t❤❡ t❤✐r❞ ♣❡rs♦♥ ❛ ❢❡✇ ❞❛②s ❜❡❢♦r❡ ❞✉r✐♥❣ ❤✐s st❛② ✐♥ ❘♦♠❡✳ ❖♥ ❆♣r✐❧ ✷✸ ✶✽✽✹ ❤❡ ✇r♦t❡
t♦ ❋r ❘✉❛✿ ✏❊✈❡r② ♠♦♠❡♥t ✇❡ ❝❛♥ s❡❡ ❤♦✇ ♠✉❝❤ ❤❡ ❧♦✈❡s ✉s ❛♥❞ ❤♦✇ ♠❛♥② s❛❝r✐✜❝❡s ❤❡
✜❣❧✐✉♦❧✐ ❤✐♠s❡❧❢ ♠❛❦❡s ❛♥❞ ❤♦✇ ♠❛♥② ❤✉♠✐❧✐❛t✐♦♥s ❤❡ ❜❡❛rs ❢♦r ❤✐s ❜♦②s✴s♦♥s ✭✏
✑✮✳ ❲❤❡♥
t❛❧❦✐♥❣ ❛❜♦✉t t❤❡ ♣❛st✱ ❤❡ s♠✐❧❡s✳ ❇✉t ✇❤♦ ❧✐st❡♥s t♦ ❤✐♠✱ ❢❡❡❧s ❤✐s ❤❡❛rt ✐s s❤r✐♥❦✐♥❣✳
❍♦✇ ❤❡ ❤❛s s✉✛❡r❡❞ ❢♦r ❢♦rt② ②❡❛rs✦ ❚❤❛t s❤♦✉❧❞ ❜❡ ❛ s✉❜❥❡❝t t♦ ❜❡ t❛❧❦❡❞ ❛❜♦✉t ❜②
❡✈❡r②♦♥❡ ❜♦t❤ t❤❡ ❣r♦✇♥✲✉♣s ❛♥❞ t❤❡ ②♦✉♥❣st❡rs✿ t♦♦ ❜❛❞ r❡❛❧❧② s✐♥❝❡ ♦♥❡ ❞♦❡s ♥♦t t❤✐♥❦
❛❜♦✉t ✐t ❡♥♦✉❣❤✳ ❙♦♠❡t✐♠❡s ✇❡ ❝♦♠♣❧❛✐♥ ❛❜♦✉t t❤✐♥❣s ✇❡ s❡❡♠ t♦ ♠✐ss ✇❤✐❧❡ ✇❡ ❢♦r❣❡t
❤♦✇ ♠✉❝❤ ✐t t♦♦❦ ❉♦♥ ❇♦s❝♦ t♦ ♣r♦✈✐❞❡ ✉s ✇✐t❤ ✇❤❛t ✇❡ ❤❛✈❡✳✑ ✶✷✷ ❲❤❡♥ ❋r✳ ▲❡♠♦②♥❡
t❛❧❦s ❛❜♦✉t ✏s♦♥s✑ ✐♥ ❤✐s ❧❡tt❡r t♦ ❋r ❘✉❛✱ ❤❡ ♠❡❛♥s ❜♦t❤ ✏❣r♦✇♥✲✉♣s✑ ❛♥❞ ✏②♦✉♥❣st❡rs✑✳
❲❤❡♥ ❝♦♥s✐❞❡r✐♥❣ ✐t ♥❡❝❡ss❛r② t♦ s♣❡❛❦ ♦r ♣r❡❛❝❤ ❛❜♦✉t t❤✐s ✐ss✉❡✱ ❋r ▲❡♠♦②♥❡ ❤✐♠s❡❧❢
t❛❦❡s t❤❡ ❧❡❛❞ ❤❡r❡ ✐♥ t❤❡ ❝♦♥✈❡rs❛t✐♦♥✳
❍❡ ♠❛❦❡s t❤❡ ❢r❛❣♠❡♥t ✐♥ t❤❡ ✐t❡♠ ✇r✐tt❡♥ ❢♦r t❤❡ ❙❛❧❡s✐❛♥s ♠♦r❡ t♦✉❝❤✐♥❣ ❜② ❤❛✈✐♥❣
❉♦♥ ❇♦s❝♦ ❤✐♠s❡❧❢ s♣❡❛❦ ❛♥❞ ❝♦♥❝❧✉❞❡✿ ✏■ ❤❛✈❡ ❞♦♥❡ ❡✈❡r②t❤✐♥❣ ■ ♣♦ss✐❜❧② ❝♦✉❧❞ ❢♦r
t❤❡♠✳✑ ❚❤❡ ✇♦r❞ ✏❞♦♥❡✑ ✭t♦ ❞♦✦✮ ✐s str♦♥❣❧② ❡♠♣❤❛s✐③❡❞✳ ■t ✐s ♥♦t r❡❞✉♥❞❛♥t t♦ ♣♦✐♥t
♦✉t t❤❛t ✐♥ t❤❡ t❤r❡❡ ✈❡rs✐♦♥s ❉♦♥ ❇♦s❝♦ ❤❛s ❞♦♥❡ ❤✐s ✉t♠♦st ❢♦r t❤❡ ✇❡❧❢❛r❡ ♦❢ t❤❡ ❜♦②s✳
❚❤❡② ❛r❡ ❡♠♣❤❛t✐❝❛❧❧② t❤❡ ♦♥❧② ♦♥❡s t❤❛t ❛r❡ ♠❡♥t✐♦♥❡❞✳ ✏❚❤❡② ❛r❡ t❤❡ ♦❜❥❡❝t ♦❢ t❤❡
❛✛❡tt♦ ❛✛❡❝t✐♦♥ ♦❢ ❤✐s ✇❤♦❧❡ ❧✐❢❡✱✑ ❚❤❡ ✇♦r❞ ✏
✑ ✐♥tr♦❞✉❝❡s s✉rr❡♣t✐t✐♦✉s❧② ❛ ❝♦♠♣❧❡t❡❧②
❞✐✛❡r❡♥t ❛s♣❡❝t ♦❢ ❧♦✈❡✳ ❚❤❡ ♣❤r❛s❡ r❡♠✐♥❞s ✉s ♦❢ ❛ ♣❛r❛❣r❛♣❤ ✐♥ t❤❡ ✐♥tr♦❞✉❝t✐♦♥ t♦ ❤✐s
■❧ ●✐♦✈❛♥❡ Pr♦✈✈❡❞✉t♦✳ ❚❤❡r❡ ✐t s❛✐❞ ❢r♦♠ t❤❡ st❛rt ♦❢ ❤✐s ❛♣♦st♦❧❛t❡✿ ✏▼② ❞❡❛r ♦♥❡s✱
■ ❧♦✈❡ ②♦✉ ✇✐t❤ ❛❧❧ ♠② ❤❡❛rt ❛♥❞ t♦ ♠❡ ✐t s✉✣❝❡s ❢♦r ②♦✉ t♦ ❜❡ ②♦✉♥❣ t♦ ❜❡ ❧♦✈❡❞ ✈❡r②
♠✉❝❤✳✑ ✶✷✸ ▲♦✈❡ ❝♦♠✐♥❣ ❢r♦♠ t❤❡ ❤❡❛rt✱ t❤❡ ❝♦♥st✐t✉t✐♥❣ ❡❧❡♠❡♥t ♦❢ ❧♦✈❡ ✇❛s ❛ ❝♦♥st❛♥t
✶✷✶❇❘❆■❉❖✱ P✳✱ ❉♦♥ ❇♦s❝♦ ❡❞✉❝❛t♦r❡✳✳✳✱ ♣♣✳ ✷✽✾✴✼✲✶✵✱ ✷✽✽✴✸✲✻✳ ❚❤❛t ✇❛s ❛❧s♦ ❋✳ ❆♣♦rt✐✬s ❝♦♥✈✐❝t✐♦♥✿
✏❚❤❡ t❡❛❝❤❡r s❤♦✉❧❞ s❤♦✇ ❤✐s✴❤❡r s✐♥❝❡r❡ ❝♦♥❝❡r♥ ❢♦r t❤❡✐r ♠♦r❛❧ ❛♥❞ ♠❛t❡r✐❛❧ ✇❡❧❧✲❜❡✐♥❣✑ ✭❇❘❆■❉❖✱
P✳✱ Pr❡✈❡♥✐r❡✳ ✳ ✳ ✳✱ ♣✳ ✶✵✽✮✳
✶✷✷❇❘❆■❉❖✱ P✳✲❆❘❊◆❆▲ ▲▲❆❚❆ ❘♦❣é❧✐♦✱ ❉♦♥ ●✐♦✈❛♥♥✐ ❇❛tt✐st❛ ▲❡♠♦②♥❡✳✳✳✱ ♣✳ ✶✹✼✴✸✹✲✹✵✳ ❇♦t❤
❛✉t❤♦rs s❤♦✇ t❤❛t t❤✐s ❧❡tt❡r s❤♦✉❧❞ ❜❡ ❞❛t❡❞ ❆♣r✐❧ ✷✸✳ ■♥ t❤❡ ▼❡♠♦r✐❡ ❜✐♦❣r❛✜❝❤❡ ❊✳ ❈❡r✐❛ ✇r✐t❡s ✐t
s❤♦✉❧❞ ❜❡ ❞❛t❡❞ t❤❡ ✜rst ✇❡❡❦ ♦❢ ▼❛②✳ ✭▼❇ ❳❱■■✱ ♣✳ ✽✾❀ ❊▼❇ ❳❱■■✱ ♣✳ ✻✼✮✳ ■♥ t❤❡ ❧✐tt❧❡ tr❡❛t✐s❡ ♦♥
✏❚❤❡ Pr❡✈❡♥t✐✈❡ ❙②st❡♠✳ ✳ ✳ ✑ ❉♦♥ ❇♦s❝♦ ❛❧r❡❛❞② ✉s❡❞ t❤❡ ♣❤r❛s❡✿ ✏■ ❤❛✈❡ ❜❡❡♥ ❞❡❛❧✐♥❣ ✇✐t❤ ②♦✉♥❣st❡rs
❢♦r ❛❜♦✉t ❢♦rt② ②❡❛rs✳✑ ✭❖❊ ❳❳■❳ ❬✶✵✾❈♦♥st✐t✉t✐♦♥s✳✳✳✱ ♣✳ ✷✺✸✳ ❉♦♥ ❇♦s❝♦ ❞✐❞ ♥♦t ❤✐❞❡ t❤❡ ❢❛❝t
❤❡ ❞✐❞ ♥♦t s♣❛r❡ ❤✐♠s❡❧❢✳ ■♥ ❆♣r✐❧ ✶✽✻✶ ❋r ❘✉✣♥♦ ♥♦t❡❞✿ ✏❨❡s✱ ❜✉t ❤♦✇ ❝❛♥ ②♦✉ ❜❡ s♦ s✉r❡ t❤❛t ❜②
✇♦r❦✐♥❣ ❧❡ss ■ ✇✐❧❧ ❧✐✈❡ t❡♥ ②❡❛rs ❧♦♥❣❡r❄ ❖ ♥♦✦ ❆s ❧♦♥❣ ❛s ■ ❝❛♥✱ ■ ✇❛♥t t♦ ✉s❡ ❛❧❧ ♠② ❡♥❡r❣✐❡s ❢♦r ●♦❞✬s
❣❧♦r② ❛♥❞ t❤❡ s❛❧✈❛t✐♦♥ ♦❢ s♦✉❧s✳ ■ ❤❛✈❡ ♥♦ ✐♥t❡♥t✐♦♥ ♦❢ r✉✐♥✐♥❣ ♠② ❤❡❛❧t❤✳ ◆♦t t❤❛t✱ ■ ❥✉st ✐♥t❡♥❞ t♦
❞♦ ❛❧❧ ■ ❝❛♥✑ ✭▼❇ ❱■✱ ♣✳ ✽✽✾❀ ❊▼❇ ❱■✱ ♣✳ ✺✷✹✮✳ ■t st✐❧❧ ♠❡❛♥s ❤❡ ❞✐❞ ♠♦r❡ t❤❛♥ ✇❛s ❣♦♦❞ ❢♦r ❤✐s
❤❡❛❧t❤✳ ▼❛r❝❤✐♦♥❡ss ❇❛r♦❧♦ ❤❛❞ ♥♦t✐❝❡❞ t❤❛t ❛❧r❡❛❞② ✐♥ t❤❡ ❡❛r❧② ❖r❛t♦r② ②❡❛rs✳ ❙❤❡ ✐s s❛✐❞ t♦ ❤❛✈❡
t♦❧❞ ❉♦♥ ❇♦s❝♦ ✐♥ ♦♥❡ ♦❢ t❤❡✐r ❝♦♥✈❡rs❛t✐♦♥s✿ ✏❇✉t ■ ❝❛♥♥♦t ❛❧❧♦✇ ②♦✉ t♦ ❦✐❧❧ ②♦✉rs❡❧❢ ✑ ❛♥❞ ✏s♦ ♠❛♥②
❞✐✈❡rs❡ ❛❝t✐✈✐t✐❡s ❛r❡ ❞❡tr✐♠❡♥t❛❧ t♦ ②♦✉r ❤❡❛❧t❤ ✳✳✳ t❤❡r❡ ❛r❡ t❤❡ ❣♦ss✐♣ ❛❜♦✉t ②♦✉r ♠❡♥t❛❧ ❤❡❛❧t❤✳✳ ✳ ✳
❨♦✉r ❤❡❛❧t❤ ✐s r✉✐♥❡❞✳✑ ■♥ t❤❡ s❛♠❡ ❝♦♥✈❡rs❛t✐♦♥ ✇❡ ❝❛♥ r❡❛❞ ❉♦♥ ❇♦s❝♦ s❛②✐♥❣ ❛❜♦✉t ❤✐♠s❡❧❢✿ ✏■ ✇✐❧❧
❞❡✈♦t❡ ♠②s❡❧❢ s❡r✐♦✉s❧② t♦ t❤❡ ❝❛r❡ ♦❢ ❛❜❛♥❞♦♥❡❞ ②♦✉♥❣st❡rs✳ ✳✳✳ ▼② ❧✐❢❡ ✐s ❝♦♥s❡❝r❛t❡❞ t♦ t❤❡ ❣♦♦❞
♦❢ ②♦✉♥❣ ♣❡♦♣❧❡✳✑ ✭❇❖❙❈❖✱ ●✳✱ ▼❡♠♦r✐❡ ❞❡❧❧✬❖r❛t♦r✐♦✳ ✳ ✳ ✱ ♣✳ ✶✺✶❀ ▼❡♠♦✐rs✳✳✳✱ ♣♣✳ ✶✷✼✲✶✷✽✳✮ ■t ✇❛s
❛❧❧ ❛❜♦✉t ❞❡❞✐❝❛t✐♦♥ ♣r♦❝❡❡❞✐♥❣ ❢r♦♠ ❛❝t✐✈❡ ❛♥❞ ❡✛❡❝t✐✈❡ ❈❤r✐st✐❛♥ ❧♦✈❡✳
✶✷✸❖❊ ■■ ❬✶✽✼❪ ✶st❡❞✐t✐♦♥✱ ✶✽✹✼❀ ❖❊ ❳❳❳❱ ❬✶✸✺❪ ❡❞✐t✐♦♥ ✶✵✶✱ ✶✽✽✺✳ ▼♦r❡ ♦♥ ✏ ❛✛❡tt♦✑ ❤❡r❡❛❢t❡r ✐♥ ❢♦♦t♥♦t❡
✾✵

10 Pages 91-100

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10.1 Page 91

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❢❛❝t♦r ✐♥ ❤✐s ❧✐❢❡✳ ❚❤✐s ❢❛❝t♦r ❤♦✇❡✈❡r ✐s ❞♦♠✐♥❛t❡❞ ❤❡r❡ ✐♥ ❤✐s ❞❡❢❡♥❝❡ ❜② t❤❡ ❡①tr❡♠❡
❡✛♦rt✱ t❤❡ ✉❧t✐♠❛t❡ ❞❡❞✐❝❛t✐♦♥✱ ✐♥ ♦t❤❡r ✇♦r❞s ❜② ❈❤r✐st✐❛♥ ❝❤❛r✐t②✳
❘❡♣❧② ❜② ❇✉③③❡tt✐ ✶✷
❇✉③③❡tt✐ r❡❛❝ts t♦ ❉♦♥ ❇♦s❝♦✬s s♦❧✐❞ ❛r❣✉♠❡♥t❛t✐♦♥ q✉✐t❡ ❝♦♦❧❧②✿ ✏■ ❛♠ ♥♦t r❡❢❡rr✐♥❣ t♦
②♦✉✦✑ ❚❤✐s r❡❛❝t✐♦♥ s❡❡♠s t♦ s❤♦✇ ❇✉③③❡tt✐ ❛❝❝❡♣ts ❉♦♥ ❇♦s❝♦✬s ❛❝t✐✈❡ ✐♥t❡r♣r❡t❛t✐♦♥✳ ❍❡
❧❡❛✈❡s ❉♦♥ ❇♦s❝♦ ❝♦♥✈✐♥❝❡❞ ❛t ❧❡❛st t❤❛t ❤❡ ✐s ♦♥ t❤❡ r✐❣❤t tr❛❝❦ ✇❤❡♥ r❡❛❝t✐♥❣ s♦♠❡✇❤❛t
✐♥❞✐r❡❝t❧②✳ ❇✉③③❡tt✐ ❞✐❞ ♥♦t ❛✐♠ ❛t ❤✐s s✉♣❡r✐♦r ❤✐♠s❡❧❢ ❜② ✐♥❞✐❝❛t✐♥❣ ❛♥❞ ♥❛♠✐♥❣ t❤❡ ✇❛②
t♦ r❡♠❡❞② t❤✐♥❣s✳ ❇✉③③❡tt✐✬s r❡❛❝t✐♦♥ ♠✉st ❤❛✈❡ ❝♦♥✈✐♥❝❡❞ ❉♦♥ ❇♦s❝♦ t❤❛t ❤❡ ❤✐♠s❡❧❢
✇❛s ♥♦t t❤❡ ♦♥❡ ✇❤♦ ❤❛❞ ❢❛✐❧❡❞✱ ❜✉t ♦t❤❡rs✳ ■❢ ❇✉③③❡tt✐ ❤❛❞ ♥♦t ♠❡❛♥t ❤✐♠✱ t❤❡♥ t❤❡
❢❛✐❧✉r❡ ❤✐s ❞✐s❝✉ss✐♦♥ ♣❛rt♥❡r s✉❣❣❡st❡❞ ❝♦✉❧❞ ♦♥❧② ❜❡ ❛ttr✐❜✉t❡❞ t♦ ❤✐s ❝❧♦s❡st ❝♦❧❧❡❛❣✉❡s✳
❉♦♥ ❇♦s❝♦ ❤♦✇❡✈❡r ❝♦✉❧❞ ♥♦t ❛❝❝❡♣t t❤❛t ❡✐t❤❡r✳
❉♦♥ ❇♦s❝♦ ♣❧❡❛❞s ✐♥ ❢❛✈♦✉r ♦❢ ❤✐s ❝♦✲✇♦r❦❡rs ✶✷
❍❡ ♣❧❡❛❞s ❢♦r t❤❡♠ ✇✐t❤ t❤❡ s❛♠❡ ✈✐❣♦✉r✳ ❚❤❡② s❛❝r✐✜❝❡ t❤❡♠s❡❧✈❡s ❢✉❧❧② ♥♦ ♠❛tt❡r
❤♦✇ ②♦✉♥❣ t❤❡② ♠❛② ❜❡✳ ❚❤❡✐r t♦t❛❧ ❞❡❞✐❝❛t✐♦♥ t♦ t❤❡ ❜♦②s s❤♦✉❧❞ ❜❡ ❡❛s✐❧② ♥♦t✐❝❡❞
t❤r♦✉❣❤ t❤❡✐r ❞❛✐❧② ❡✛♦rt✱ st✉❞② ❛♥❞ ✇♦r❦✳ ❚❤✐s ❞❡❢❡♥❝❡ ❝♦♥♥❡❝ts s♠♦♦t❤❧② ✇✐t❤ ❉♦♥
❇♦s❝♦✬s ◆❡✇ ❨❡❛r ❧❡tt❡r✱ ❏❛♥✉❛r② ✻ ✶✽✽✹✳ ❚❤❡r❡ ❤❡ ❤❛❞ ♣r❛✐s❡❞ ❤✐s ❛ss✐st❛♥ts ♦♥❧② ❛ ❢❡✇
♠♦♥t❤s ❡❛r❧✐❡rs✿ ✏❚❤❡r❡❢♦r❡ ❧❡t ♠❡ s❛② t❤❛t ■ ❛♠ ✈❡r② ♣❧❡❛s❡❞ ✇✐t❤ ②♦✉ ❛♥❞ t❤❡ ❡❛❣❡r♥❡ss
✇✐t❤ ✇❤✐❝❤ ②♦✉ ❢❛❝❡ ✉♣ t♦ ❛❧❧ ❦✐♥❞s ♦❢ ✇♦r❦✱ ❡✈❡♥ s❤♦✉❧❞❡r✐♥❣ ✐♠♠❡♥s❡ ❜✉r❞❡♥s ✐♥ ♦r❞❡r
t♦ ❢✉rt❤❡r t❤❡ ❣r❡❛t❡r ❣❧♦r② ♦❢ ●♦❞ ✐♥ ♦✉r ❤♦✉s❡s ❛♥❞ ✐♥ t❤❡ ♠✐❞st ♦❢ t❤❡ ❜♦②s ✇❤♦ ❛r❡
❡♥tr✉st❡❞ t♦ ✉s ❞❛② ❛❢t❡r ❞❛② ❜② ❉✐✈✐♥❡ Pr♦✈✐❞❡♥❝❡✳✑ ✶✷✹
❍❡ ❤❛❞ ❛❧s♦ ❞❡❢❡♥❞❡❞ t❤❡♠ ❛t t❤❡ ❝❡❧❡❜r❛t✐♦♥ ♦❢ ❤✐s ♥❛♠❡✲❞❛② ❢❡❛st ✐♥ ❏✉♥❡ ✶✽✼✺✳
❚❤❡♥ ❤❡ ❢♦r♠✉❧❛t❡❞ ✐t ❛s ❢♦❧❧♦✇s✿ ✏■ ❤❛✈❡ ❞❡❞✐❝❛t❡❞ ♠② ✇❤♦❧❡ ❧✐❢❡ t♦ ②♦✉ ❜♦②s❛♥❞ ❤❛✈❡
r❡♣❡❛t❡❞ t❤✐s ♠♦r❡ t❤❛♥ ♦♥❝❡✳ ❲❤❛t ■ s❛② ❛❜♦✉t ♠②s❡❧❢ ✐s t♦ ❜❡ ✉♥❞❡rst♦♦❞ ❛s ❛♣♣❧②✐♥❣
t♦ ❛❧❧ ②♦✉r ❙✉♣❡r✐♦rs ❜❡❝❛✉s❡ t❤❡② ❤❡❧♣ ♠❡ t♦ s❛✈❡ ②♦✉r s♦✉❧s✳ ❆❧❧ t❤❛t ②♦✉ s❛② ❛❜♦✉t ♠❡
✭♠② ❛❝t✐✈✐t✐❡s✱ ♠② ❞❡❞✐❝❛t✐♦♥✱ ❛♥❞ ♠② s❡❧❢✲s❛❝r✐✜❝❡✮ ♠✉st ❜❡ ✉♥❞❡rst♦♦❞ t♦ ❛♣♣❧② ♥♦t t♦
♠❡ ❛❧♦♥❡ ❜✉t t♦ ❡✈❡r②♦♥❡ ❡❧s❡ ✇❤♦ ✇♦r❦s ✇✐t❤ ♠❡ ❢♦r ②♦✉r ❜❡♥❡✜t✳ ◆♦✇ ■ ❛ss✉r❡ ②♦✉ t❤❛t
■ ❤❛✈❡ ❛❧✇❛②s ❞♦♥❡ ✇❤❛t❡✈❡r ■ ❝♦✉❧❞ ❢♦r ②♦✉❀ ■ ❝❛♥♥♦t ♣r♦♠✐s❡ t❤❛t ■ s❤❛❧❧ ❞♦ ♠♦r❡ t❤❛♥
■ ❤❛✈❡ ❞♦♥❡✱ ❜✉t ■ ❞♦ ♣r♦♠✐s❡ t♦ ❣♦ ♦♥ ✇♦r❦✐♥❣ ❢♦r ②♦✉♥❣ ♣❡♦♣❧❡ ❛s ❧♦♥❣ ❛s ♦✉r ▲♦r❞ s❤❛❧❧
♣❡r♠✐t ♠❡ t♦ r❡♠❛✐♥ ✐♥ t❤✐s ✇♦r❧❞✳✑ ✶✷✺ ❚❤✐s ✇❛s ♦❜✈✐♦✉s❧② ✈❛❧✐❞ ❢♦r ❛❧❧ ✇❤♦ ❢♦❧❧♦✇✐♥❣ ❤✐s
❡①❛♠♣❧❡✱ ❞❡❞✐❝❛t❡❞ t❤❡♠s❡❧✈❡s t♦ t❤❡ ✇❡❧❢❛r❡ ♦❢ t❤❡ ❜♦②s ✇✐t❤♦✉t ❛♥② r❡s❡r✈❛t✐♦♥✳
✶✹✻ ✐♥ t❤✐s ❝❤❛♣t❡r✳
✶✷✹❊ ■❱✱ ♣✳ ✷✹✾✳ ▼❇ ❳❱■■✱ ♣✳ ✶✼❀ ❊▼❇ ❳❱■■✱ ♣✳ ✶✳ ❍♦✇ ♠✉❝❤ ♠❛st❡r② ♦❢ t❤✐s ❛❝t✐✈❡✱ ❡✛❡❝t✐✈❡ ❧♦✈❡ ❛s
❛♥ ✐❞❡❛❧ t❤❡② ❤❛✈❡ ❛❝❤✐❡✈❡❞✱ ✐s ❝❧❡❛r ❢r♦♠ ❛ ♥♦t❡ ✐♥ t❤❡ r❡♣♦rt ♦❢ ❋❡❜r✉❛r② ✶✽✼✷✳ ❚❤❡ r❡♣♦rt❡r ✇r♦t❡
❞♦✇♥✿ ✏❲❤❡♥ t❤❡ ❜♦②s ♥♦t✐❝❡ ❛♥ ❛ss✐st❛♥t t❛❦✐♥❣ ❝❛r❡ ♦❢ t❤❡✐r ✇❡❧❧✲❜❡✐♥❣✱ t❤❡② ❝❛♥ ♦♥❧② ❧♦✈❡ ❤✐♠✳✑
✭P❘❊▲▲❊❩❖✱ ❏✳▼✳✱ ❱❛❧❞♦❝❝♦✳ ✳ ✳ ✱ ♣✳ ✷✻✸✮✳ ❙❡❡ ❢♦♦t♥♦t❡ ✶✻✸ ✐♥ t❤✐s ❝❤❛♣t❡r✳
✶✷✺▼❇ ❳■✱ ♣✳ ✷✷✽❀ ❊▼❇ ❳■✱ ♣✳ ✷✶✵✳ ❚❤❛t ✇❛s ❝♦♠♣❧❡t❡❧② ✐♥ t❤❡ s♣✐r✐t ♦❢ t❤❡ ❧✐tt❧❡ tr❡❛t✐s❡ ♦♥ t❤❡
♣r❡✈❡♥t✐✈❡ s②st❡♠✳ ❚❤❡r❡ ❤❡ ✇r♦t❡✿ ✏■t ❢♦❧❧♦✇s t❤❛t t❤❡ ❘❡❝t♦r ♠✉st ❞❡✈♦t❡ ❤✐♠s❡❧❢ ❡♥t✐r❡❧② t♦ t❤❡
❜♦②s ❤❡ ✇❛♥ts t♦ ❡❞✉❝❛t❡✳✑ ✭❇❖❙❈❖✱ ●✳✱ ■❧ s✐st❡♠❛ ♣r❡✈❡♥t✐✈♦✳ ✳ ✳ ✱ ♣✳ ✽✺✴✹✸✻❀ ❈♦♥st✐t✉t✐♦♥s✳ ✳ ✳ ✱ ♣✳
✷✹✾✳✮ ❖♥ ❉❡❝❡♠❜❡r ✽t❤ ✶✽✼✽ ❤❡ ✇r♦t❡ t♦ t❤❡ s✐st❡rs✿ ✏■ ❣✐✈❡ t❤❡♠ ♣r✐♥t❡❞ ❝♦♣✐❡s ♦❢ t❤❡ r✉❧❡✳✳✮ ♠♦st
s✉✐t❡❞ t♦ ❤❡❧♣ ②♦✉ ❣r♦✇ ✐♥ ●♦❞✬s ❣r❛❝❡ ❛♥❞ ❜❡❧♦♥❣ t♦ ❏❡s✉s ❛s ②♦✉ ❞❡❞✐❝❛t❡ ②♦✉r ✇❤♦❧❡ ❧✐❢❡ t♦ ②♦✉r
❢❡❧❧♦✇ ♣❡♦♣❧❡✱ ♣❛rt✐❝✉❧❛r❧② t♦ t❤❡ ❈❤r✐st✐❛♥ ❡❞✉❝❛t✐♦♥ ♦❢ ♣♦♦r ❣✐r❧s✳✑ ✭❊ ■■■✱ ♣✳ ✹✷✶✳ ▼❇ ❳■■■✱ ♣✳ ✷✶✶❀
❊▼❇ ❳■■■✱ ♣✳ ✶✺✶✮✳
✾✶

10.2 Page 92

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■♥ t❤❡ ✜♥❛❧ t❡①t ✭✮ t❤❡ ❛✉t❤♦r r❡str✐❝ts ❤✐♠s❡❧❢ t♦ t❤❡ t✇♦ ❛s♣❡❝ts ♠❡♥t✐♦♥❡❞ ❜❡❢♦r❡✿
st✉❞② ❛♥❞ ✇♦r❦✳ ✭❇✱ t❤❡ ✜rst ❡❞✐t✐♦♥✱ ❤❛❞ ♠♦r❡ t♦ ♦✛❡r✮✳ ❚❤❡ ❝❤♦✐❝❡ ♦❢ t❤❡s❡ ❛s♣❡❝ts ♦❢
t❤❡✐r ❧✐✈❡s ✐s ♥♦t ❛r❜✐tr❛r② s✐♥❝❡ ✐t ♦♣❡♥s t❤❡ ✇❛② ❢♦r ✇❤❛t ❢♦❧❧♦✇s✳
❈❧❛r✐✜❝❛t✐♦♥ ♦❢ t❤❡ ❝♦♥❝❡♣t✿ t❤❡ ❤❡❛rt ♦❢ ✇❤❛t ✐s ♠❡❛♥t ❜② ✏❛♠♦r❡✑✱ t❤❡ ✈❡r② ♥❛t✉r❡
♦❢ ✏❛♠♦r❡✑ ✶✷✲✶✹
■♥❞❡❡❞✱ ❇✉③③❡tt✐ ♠❛❦❡s ✉s❡ ♦❢ t❤✐s ♦♣❡♥✐♥❣ t♦ tr② ❛♥❞ ♣❡♥❡tr❛t❡ t❤❡ ❤❡❛rt ♦❢ t❤❡ ♠❛tt❡r✳
❍❡ s❡❡s ❛♥❞ ❦♥♦✇s ❛❧❧ ♦❢ ✐t ❛♥❞ r❡❛❧✐③❡s ❤♦✇ t❤❡ ♠❛tt❡r st❛♥❞s✳ ❇✉t ❤❡ st❛t❡s✿ ✏■t ✐s ♥♦t
❡♥♦✉❣❤✳✑ ❚❤❡r❡ ✐s ♠♦r❡✿ ✏❚❤❡ ❜❡st t❤✐♥❣ ✐s ♠✐ss✐♥❣✳✑ ❆❢t❡r s✉❝❤ ❛♥ ✐♥tr✐❣✉✐♥❣✱ ♣r♦✈♦❦✐♥❣
✉tt❡r❛♥❝❡ t❤❡ ♥❡①t ✐♠♣❛t✐❡♥t q✉❡st✐♦♥ ✐s ♦❜✈✐♦✉s✿ ✏❲❤❛t ✐s ✐t t❤❛t ✐s ♠✐ss✐♥❣❄✑ ✶✷
❚❤❡ ❡①♣❧❛♥❛t✐♦♥ ✇❤✐❝❤ ❢♦❧❧♦✇s ♠❛② s♦✉♥❞ s✐♠♣❧❡ ❛♥❞ ❝❧❡❛r✱ ❜✉t ✐t ✐s ♥♦t ❛t ❛❧❧ ♦❜✈✐♦✉s✳
❚❤❡ ❛♥s✇❡r ♠❛❦❡s ❛ r❛t❤❡r ❡♥✐❣♠❛t✐❝ ✐♠♣r❡ss✐♦♥✳ ❖♥ t❤❡ ♦♥❡ ❤❛♥❞ ❇✉③③❡tt✐ ❝♦♥✜r♠s
❉♦♥ ❇♦s❝♦✬s ✐♥t❡r♣r❡t❛t✐♦♥ ♦❢ ❧♦✈❡✿ t❤❡ ❜♦②s ♠✉st ✏❜❡ ❧♦✈❡❞✑✳ ❉♦♥ ❇♦s❝♦ ❛♥❞ ❤✐s ❝❧♦s❡st
❤❡❧♣❡rs ❞♦ ✇❡❧❧ ✇❤❡♥ ❧♦✈✐♥❣ t❤❡ ❜♦②s ✇✐t❤ s✉❝❤ s❡❧✢❡ss✱ s❡❧❢✲❡✛❛❝✐♥❣ ❛♥❞ ❛❧tr✉✐st✐❝ ❧♦✈❡✱
❛s ❤❡ ❛♥❞ t❤❡② ❤❛✈❡ ❡①♣❡r✐❡♥❝❡❞ ❛♥❞ st✐❧❧ ❡①♣❡r✐❡♥❝❡ ❡✈❡r② ❞❛②✳ ❍♦✇❡✈❡r✱ t❤❡r❡ ✐s ❛ ✏❜✉t✑✳
■♥❞❡❡❞✿ ✏❚❤❡② t❤❡ ❜♦②st❤❡♠s❡❧✈❡s s❤♦✉❧❞ ❦♥♦✇ s❤♦✉❧❞ ❜❡❝♦♠❡ ❛✇❛r❡t❤❛t t❤❡② ❛r❡
❧♦✈❡❞✳✑ ❚❤❡ ■t❛❧✐❛♥ ✇♦r❞ ✏ ❝♦♥♦s❝❡r❡✑ ❝❛♥ ♥♦r♠❛❧❧② ❜❡ ✉♥❞❡rst♦♦❞ ❛s ❛♥ ❛❝t✐✈✐t② ♦❢ t❤❡
♠✐♥❞ ✏❝♦♠♣r❡❤❡♥❞✱ ❣r❛s♣✱ s❡❡ t❤r♦✉❣❤✑ ❛s ✇❛s t❤❡ ♣♦✐♥t ✐♥ t❤❡ ♣r❡✈✐♦✉s q✉♦t❛t✐♦♥ ❢r♦♠
t❤❡ t❡♥ ●❡♥❡r❛❧ ❘✉❧❡s✳ ■♥ ❛♥ ✉♥❡①♣❡❝t❡❞ ✇❛② ✐t ✐s ❛❜♦✉t t❤❡ ❜❡❤❛✈✐♦✉r ♦❢ t❤❡ ❜♦②s
t❤❡♠s❡❧✈❡s✳ ❚❤❡ ♠✐ss✐♥❣ ❧✐♥❦✱ t❤❡ ❜❡st t❤✐♥❣ s❡❡♠s t♦ ❜❡ ❡①♣❡❝t❡❞ ❢r♦♠ t❤❡♠ ♥♦✇✳ ❚❤❡
q✉❡st✐♦♥ ✐s ✇❤❡t❤❡r ❇✉③③❡tt✐ ♠❡❛♥s ✐t t❤❛t ✇❛②✳
❉♦♥ ❇♦s❝♦ ✐s ❝❛rr✐❡❞ ❛✇❛②✳ ❙♦♠❡❤♦✇ ♣✐q✉❡❞✱ ❤❡ s❡✐③❡s ♦♥ t❤✐s ❛s ❛♥ ♦♣♣♦rt✉♥✐t② t♦ ❛s❦✿
✏❍❛✈❡ t❤❡② ♥♦t ❣♦t ❡②❡s ✐♥ t❤❡✐r ❤❡❛❞s❄✑ ❚❤✐s str♦♥❣ ♦✉t❜✉rst ✐s ♦♥❧② ❛♣♣❛r❡♥t❧② s♦❢t❡♥❡❞
✐♥st❛♥t❧② ❜② t❤❡ r♦✉♥❞❛❜♦✉t ❡①♣r❡ss✐♦♥✿ ✏❉♦ t❤❡② ♥♦t ♣♦ss❡ss t❤❡ ❧✐❣❤t ♦❢ ✐♥t❡❧❧✐❣❡♥❝❡❄✑ ■t
❛❝t✉❛❧❧② ♠❡❛♥s✿ ❵❞♦ t❤❡② ♥♦t ✉s❡ t❤❡✐r ♠✐♥❞s❄✬ ❍❡ ✜♥✐s❤❡s ❜② ❛✐r✐♥❣ ❤✐s ❞✐s❛♣♣♦✐♥t♠❡♥t
❛♥❞ ❞✐s❜❡❧✐❡❢ ♦♥❝❡ ♠♦r❡✳ ❍❡ ✇♦♥❞❡rs ❤♦✇ ✐t ✐s ♣♦ss✐❜❧❡✱ ❢♦r ●♦❞✬s s❛❦❡✱ t❤❛t ✏t❤❡② ❝❛♥♥♦t
✉♥❞❡rst❛♥❞ t❤❛t ❡✈❡r②t❤✐♥❣ t❤❛t ✐s ❜❡✐♥❣ ❞♦♥❡✱ ✐s ❞♦♥❡ ♦✉t ♦❢ ❧♦✈❡ ❢♦r t❤❡♠❄✑
❚❤✐s ♠❛ss✐✈❡ r❡❛❝t✐♦♥ ❜r✐♥❣s ❉♦♥ ❇♦s❝♦ ❜❛❝❦ t♦ t❤❡ ♠❛✐♥ ✐❞❡❛ ♦❢ ❤✐s s❡❧❢✲❞❡❢❡♥❝❡ ❛♥❞
t❤❡ ♣❧❡❛ ✐♥ ❢❛✈♦✉r ♦❢ ❤✐s ❝♦❧❧❡❛❣✉❡s✿ ✏❍♦✇ ♠✉❝❤ ✐s ❞♦♥❡❄✑ ❆♥❞ s♦ ❤❡ s❤♦✇s ❤♦✇ ❤❡ ❦❡❡♣s
t♦ ❤✐s ✈✐❡✇ ♦♥ ❧♦✈❡✳ ❚❤✐s ✐s ♦♥❡ ♠♦r❡ r❡❛s♦♥ ❢♦r ❇✉③③❡tt✐ t♦ r❡♣❡❛t t❤❛t ❉♦♥ ❇♦s❝♦ ❤❛s ❛
❜❧✐♥❞ s♣♦t✱ ❛♥❞ t♦ ✉❧t✐♠❛t❡❧② ❝❧❛r✐❢② t❤❡ ♠❡❛♥✐♥❣ ♦❢ ❤✐s st❛t❡♠❡♥t✿ ✐t ✐s ♥❡❝❡ss❛r② ✏t❤❛t
t❤❡ ❜♦②s t❤❡♠s❡❧✈❡s ❝❛♥❝♦♠♣r❡❤❡♥❞ t❤❛t t❤❡② ❛r❡ ❧♦✈❡❞✳✑
■♥ t❤✐s ✇❛② t❤❡ ❛✉t❤♦r ❛❞r♦✐t❧② ♠❛❦❡s t❤❡ r♦❛❞ s♠♦♦t❤❡r ❢♦r t❤❡ ❛❝t✉❛❧ ♥❡✇ ✐♥s✐❣❤t✳
❉♦♥ ❇♦s❝♦✬s q✉❡st✐♦♥ ❤❡r❡ ✐s ♥♦t ♦❢ ❛ ❣❡♥❡r❛❧ ♥❛t✉r❡✿ ✏❲❤❛t ✐s ✐t t❤❛t ✐s ♠✐ss✐♥❣❄✑ ■t
✐s ♥♦✇ s♣❡❝✐✜❝ ❛♥❞ ♠❡❛♥t ❢♦r ❤✐♠s❡❧❢ ❛♥❞ ❤✐s ❙❛❧❡s✐❛♥s✿ ✏❲❤❛t ❡❧s❡ ✐s ♥❡❡❞❡❞❄✑ ❬✏❲❤✐❝❤
t❤✐♥❣ ✐s r❡q✉✐r❡❞ ❢r♦♠ ✉s t❤❡♥❄✑ ❪ ❚❤❡ ✐♥s✐❣❤t s✉❣❣❡st❡❞ ❜② t❤❛t q✉❡st✐♦♥ ✐s ✿ ❉♦♥ ❇♦s❝♦
❛♥❞ t❤❡ ❙❛❧❡s✐❛♥s s❤♦✉❧❞ ♥♦t ❡①♣❡❝t t❤❡ s♦❧✉t✐♦♥ ❢r♦♠ t❤❡ ❜♦②s ✐♥ t❤❡ ✜rst ♣❧❛❝❡✱ t❤❡②
t❤❡♠s❡❧✈❡s ♣♦ss❡ss t❤❡ ❦❡② t♦ t❤❡ ✏r❡♥❡✇❡❞ ❧✐✈❡❧✐♥❡ss✱ t❤❡ ❤❛♣♣✐♥❡ss✱ t❤❡ ✇❛r♠t❤ ♦❢ t❤❡ ♦❧❞
❞❛②s✑ t❤❡♠s❡❧✈❡s✳ ❚❤❡② ♥❡❡❞ t♦ ❤❡❧♣ ❛♥❞ ❧❡❛❞ t❤❡ ❜♦②s t♦ ❝♦♠♣r❡❤❡♥s✐♦♥ ❛♥❞ ❛✇❛r❡♥❡ss
❜② ❝♦♥tr✐❜✉t✐♥❣ ✏s♦♠❡t❤✐♥❣ ♠♦r❡✑ ❛♥❞ ♣✉tt✐♥❣ ✐♥ ✏t❤❡ ❜❡st t❤✐♥❣✑✳ ■t ✐s ❛❝t✉❛❧❧② ♥♦t ✉♣ t♦
t❤❡ ❜♦②s t♦ ❝♦♠♣r❡❤❡♥❞✳ ■t ✐s ✉♣ t♦ t❤❡ ❙❛❧❡s✐❛♥s t♦ ❝r❡❛t❡ ❛ s✐t✉❛t✐♦♥ ✇❤✐❝❤ ❡♥❛❜❧❡s t❤❡
❜♦②s t♦ ❜❡ ❛✇❛r❡ t❤❛t t❤❡✐r ❡❞✉❝❛t♦rs ❧♦✈❡ t❤❡♠✳ ❚❤❡ t❡❛❝❤❡rs✱ ❛ss✐st❛♥ts ❛♥❞ s✉♣❡r✐♦rs
❛r❡ r❡s♣♦♥s✐❜❧❡✳
✾✷

10.3 Page 93

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■t ✐s ♥♦t ❡❛s②✱ ❤♦✇❡✈❡r✱ t♦ ❞♦ ❥✉st✐❝❡ ✐♥ tr❛♥s❧❛t✐♦♥ t♦ t❤❡ ♣♦✐♥t ♦❢ ❇✉③③❡tt✐✬s ✐♥♣✉t✳
❚❤❡ ♦r✐❣✐♥❛❧ ♠❛♥✉s❝r✐♣t ❛♥❞ ✐ts tr❛♥s❧❛t✐♦♥ ♠❛❦❡ ♣r♦♠✐♥❡♥t t❤❡ ❢❛❝t t❤❛t t❤❡ ❜♦②s
s❤♦✉❧❞ ✏❜❡ ❧♦✈❡❞ ✐♥ t❤❡ t❤✐♥❣s t❤❡② ❡♥❥♦②✑✱ ✐♥ t❤❡ t❤✐♥❣s t❤❡② ❧✐❦❡✳ ▼❛♥✉s❝r✐♣ts ❛♥❞
❛♥❞ t❤❡✐r tr❛♥s❧❛t✐♦♥ ✐♥t♦ ❉✉t❝❤ ❡♠♣❤❛s✐③❡ t❤❡ ❢♦❧❧♦✇✐♥❣✿ ✏❚❤❛t t❤❡ ❜♦②s ❦♥♦✇ ♦r
❢❡❡❧ t❤❡② ❛r❡ ❧♦✈❡❞✑ ✐❢ t❤❡ ❡❞✉❝❛t♦rs✱ t❡❛❝❤❡rs ❛♥❞ s✉♣❡r✐♦rs ✏t❛❦❡ ♣❛rt ✐♥ t❤❡✐r ②♦✉t❤❢✉❧
✐♥t❡r❡sts✳✑ P❛rt✐❝✐♣❛t✐♦♥ ✐s ❛❞❞❡❞ t♦ t❤✐s ✜♥❛❧ t❡①t ❛s ❛ ♠❡❛♥s ✇❤✐❝❤ ♠❛❦❡s ❧♦✈❡ ✈✐s✐❜❧❡✱
t❛♥❣✐❜❧❡ ❛♥❞ ❡♠♣✐r✐❝❛❧✳ ■t ❜♦✐❧s ❞♦✇♥ t♦ t❤❡ ❢♦❧❧♦✇✐♥❣ ✐❢ ②♦✉ ❡①♣r❡ss ✐t ✐♥ st✐❧❧ ❛♥♦t❤❡r
✇❛② ❛♥❞ ✐s ❛❧s♦ ♠♦r❡ ❢❛✐t❤❢✉❧ t♦ t❤❡ ■t❛❧✐❛♥ ✈❡rs✐♦♥✿ ✏■❢ t❤❡ ❜♦②s ❛r❡ ❧♦✈❡❞ ✐♥ t❤❡ t❤✐♥❣s
t❤❡② ❡♥❥♦② ❜② ♣❛rt✐❝✐♣❛t✐♥❣ ✐♥ t❤❡ ②♦✉t❤❢✉❧ t❡♥❞❡♥❝✐❡s t❤❡② ❤❛✈❡ ❛s ②♦✉♥❣st❡rs✱ t❤❡② ✇✐❧❧
❧❡❛r♥ t♦ s❡❡ ❧♦✈❡ t♦♦✳ ✳ ✳ ✑ ❚❤❡ t❡❛❝❤❡rs✱ ❡❞✉❝❛t♦rs ❛♥❞ s✉♣❡r✐♦rs ❤❛✈❡ ✏t♦ ❜❡ ♣❛rt ♦❢ t❤❡
t❤✐♥❣s t♦ ✇❤✐❝❤ t❤❡ ❜♦②s t❡♥❞ ♦r ✐♥❝❧✐♥❡ ❛s ❝❤✐❧❞r❡♥ ♦r ②♦✉♥❣st❡rs✳✑ ❖♥❧② t❤❡♥ ❝❛♥ ✐t
r❡❛❧❧② ♣❡♥❡tr❛t❡ ✐♥t♦ t❤❡ ❜♦②s✬ ♠✐♥❞s t❤❛t t❤❡ ❙❛❧❡s✐❛♥s ❧♦✈❡ t❤❡♠✳ ❖♥❧② t❤❡♥ ✇✐❧❧ t❤❡②
r❡❛❧✐③❡ ❛♥❞ s❡♥s❡ t❤❛t t❤❡✐r t❡❛❝❤❡rs✱ ❛ss✐st❛♥ts ❛♥❞ s✉♣❡r✐♦rs ❧♦✈❡ t❤❡♠✳ ❚❤❛t ✇✐❧❧ ❜❡ s♦
❡✈❡♥ ✐❢ t❤❡✐r ❡❞✉❝❛t♦rs ✐♥s✐st ♦♥ ✏❞✐s❝✐♣❧✐♥❡✱ st✉❞② ❛♥❞ s❡❧❢✲❞❡♥✐❛❧✳✑ ✶✸
❚❤❡ t❡①t✱ ❝♦♠♣❧❡t❡❞ ✇✐t❤ ✏♣❛rt✐❝✐♣❛t✐♥❣ ✐♥ t❤✐♥❣s ✇❤✐❝❤ t❤❡✐r ②♦✉t❤❢✉❧ ✐♥❝❧✐♥❛t✐♦♥s ✭♦r
✐♥t❡r❡sts✮ t✉r♥ t♦✑✱ ❝❛♥ ♣❡r❤❛♣s ❜❡ ✉♥❞❡rst♦♦❞ ✇❡❧❧ t❤r♦✉❣❤ t❤❡ ❛❞✈✐❝❡ ❚❡♣♣❛ ❣❛✈❡ t❤❡
❝❧❡r✐❝❛❧ ❡❞✉❝❛t♦rs✳ ❚❤❡ ✜rst ❝❤❛♣t❡r ❤❛s ♣r♦✈❡♥ t❤❛t t❤❡ ❙❛❧❡s✐❛♥s ❝♦♥s✉❧t❡❞ ❤✐s ♠❛♥✉❛❧
r❡❣✉❧❛r❧② ✐♥ t❤❡ ❡✐❣❤t✐❡s✳ ❍❡ ✇r♦t❡✿ ✏❲❤♦❡✈❡r ✇❛♥ts t❤❡ ♣✉♣✐❧s t♦ ❧♦✈❡ ❤✐♠✳ ✳ ✳ ♠✉st
♠❡❡t t❤❡♠ ❛♥❞ ❢✉❧✜❧ t❤❡✐r ❤♦♥❡st ❞❡s✐r❡s ❛s ❢❛r ❛s ♣♦ss✐❜❧❡ ❢♦r ❤✐♠✳ ❍❡ s❤♦✉❧❞ ❤♦♥❡st❧②
s❤❛r❡ ♣❛rt✐❝✐♣❛t❡ ✐♥❛❧❧ t❤❡✐r ❧✐✈❡s✬ ❥♦②s ❬s✇❡❡t❪ ❛♥❞ s♦rr♦✇s ❬❜✐tt❡r❪ ❬s✇❡❡t ❛♥❞ ❜✐tt❡r
t❤✐♥❣s❪✳✑ ✶✷✻ ■♥ t❤❡ ■t❛❧✐❛♥ ✈❡rs✐♦♥ ♦❢ ❇✉③③❡tt✐✬s ❛♥s✇❡r t❤❡ r❡s❡♠❜❧❛♥❝❡ ✐s ♠♦r❡ str✐❦✐♥❣
t❤❛♥ ✐♥ t❤❡ tr❛♥s❧❛t✐♦♥ ❜❡❝❛✉s❡ ✏ ♣❛rt❡❝✐♣❛r❡♣❛rt✐❝✐♣❛t❡✐s ❝❧♦s❡r t♦ ✏ ♣r❡♥❞❛ ♣❛rt❡
♦❢ ❚❡♣♣❛ ❛♥❞ t❤❡ s✉❜s❡q✉❡♥t ♣❤r❛s❡ ✏ ♣✐❛❝❝✐♦♥♦ ♣♦❝♦✑ ✐♥ ✐ts t✉r♥ ✐s ❝❧♦s❡r t♦ t❤❡ ♥♦✉♥
♣✐❛❝❡r✐✇✐s❤❡s✱ ❞❡s✐r❡s♦❢ ❚❡♣♣❛✳
■t ✇✐❧❧ ❢✉rt❤❡r str✐❦❡ ✉s t❤❛t ❇✉③③❡tt✐ ❞✐❣r❡ss❡s ♦♥ t❤❡ ❡✛❡❝t ♦❢ t❤❛t ❦✐♥❞ ♦❢ ❧♦✈❡✿ t❤❡
❜♦②s ❝❛♥♥♦t ❜✉t ❤❡❧♣ ❧❡❛r♥✐♥❣ t♦ s❡❡ t❤❡ ❛✛❡❝t✐♦♥ t❤❡ ❢❡❧t ❧♦✈❡✐♥ t❤✐♥❣s t❤❛t ❞♦ ♥♦t
♣❧❡❛s❡ t❤❡♠ ♥❛t✉r❛❧❧②✳ ❚❤❡② ✇✐❧❧ ❞✐s❝♦✈❡r t❤❛t t❤❡ ❛❞✉❧ts ❛❧s♦ ♣r❡s❝r✐❜❡ t❤♦s❡ r✉❧❡s ❛♥❞
r❡q✉✐r❡♠❡♥ts ❜❡❝❛✉s❡ t❤❡② ❛r❡ ❞r✐✈❡♥ ❜② ❧♦✈❡ ❢♦r t❤❡✐r ♦✇♥ ❜❡st ✐♥t❡r❡sts✱ ❢♦r t❤❡✐r ✇❡❧❢❛r❡✳
❚❤❡ st♦r② ♦❢ ❉♦♥ ❇♦s❝♦✬s ♠❡❡t✐♥❣ ❛♥❞ ❝♦♥✈❡rs❛t✐♦♥ ✇✐t❤ ❈❛r❞✐♥❛❧ ❚♦st✐ ❞✉r✐♥❣ ❤✐s
✜rst st❛② ✐♥ ❘♦♠❡ ✐♥ ✶✽✺✽ ✜ts ✐♥ ✇❡❧❧ ❤❡r❡ ❛s ❛♥ ✐❧❧✉str❛t✐♦♥ ♦❢ t❤❡ r❡❛❧ ♠❡❛♥✐♥❣ ♦❢ t❤✐s
❢r❛❣♠❡♥t✳ ❉♦♥ ❇♦s❝♦ ♠✉st ❤❛✈❡ t❛❦❡♥ s♦ ♠✉❝❤ ♣❧❡❛s✉r❡ ✐♥ t❤✐s ✐♥❝✐❞❡♥t t❤❛t ❤❡ ❝♦✉❧❞ ♥♦t
❤❡❧♣ t❛❧❦✐♥❣ ❛❜♦✉t ✐t t✐♠❡ ❛♥❞ ❛❣❛✐♥ t♦ ❤✐s ②♦✉♥❣ ❙❛❧❡s✐❛♥s✳ ❙♦ t❤✐s ❛♥❡❝❞♦t❡ ❜❡❝❛♠❡ ♣❛rt
♦❢ ❱❛❧❞♦❝❝♦✬s ♣❧❡❛s❛♥t ❧❡❣❛❝②✳ ❋r ▲❡♠♦②♥❡ ❤♦✇❡✈❡r ♠❛② ❛❧s♦ ❤❛✈❡ ❤❡❛r❞ ❛❜♦✉t ✐t ♦♥❧②
❧❛t❡r✱ ✇❤❡♥ ❝♦♥❞✉❝t✐♥❣ ❝♦♥✜❞❡♥t✐❛❧✱ ❜✉t ♣❧❛♥♥❡❞ ❝♦♥✈❡rs❛t✐♦♥s ✇✐t❤ ❉♦♥ ❇♦s❝♦ t♦ ❣❡t
▼❡♠♦r✐❡ ❤✐♠t♦ t❛❧❦ ❛❜♦✉t t❤❡ ♣❛st✳ ❚❤❡ ✐♥❝✐❞❡♥t ❝❛♥ ❜❡ ❢♦✉♥❞ ✐♥ t❤❡ ✜❢t❤ ✈♦❧✉♠❡ ♦❢ t❤❡
❜✐♦❣r❛✜❝❤❡✳ ❆s ❉♦♥ ❇♦s❝♦ t♦♦❦ ✉♣ ❈❛r❞✐♥❛❧ ❚♦st✐✬s ✐♥✈✐t❛t✐♦♥ ❢♦r ❛♥ ♦✉t✐♥❣ ✐♥ ❛ ❝❛rr✐❛❣❡✱
❤❡ s❛✐❞✿ ✏❨♦✉r ❊♠✐♥❡♥❝❡✱ ✐t ✐s ✐♠♣♦ss✐❜❧❡ t♦ ❢♦r♠ ❜♦②s ✇❡❧❧ ✐❢ t❤❡② ❤❛✈❡ ♥♦ tr✉st ✐♥ t❤❡✐r
s✉♣❡r✐♦rs✳✑ ❯♣♦♥ ✇❤✐❝❤ t❤❡ ❝❛r❞✐♥❛❧ ✇❡♥t ♦♥ t♦ ❛s❦ ❤♦✇ t❤❛t ❝♦♥✜❞❡♥❝❡ ❝♦✉❧❞ ❜❡ ✇♦♥✳
❉♦♥ ❇♦s❝♦✿ ✏❇② tr②✐♥❣ t♦ ❛ttr❛❝t t❤❡♠ ❛♥❞ ❜② ❡❧✐♠✐♥❛t✐♥❣ ✇❤❛t❡✈❡r ❛❧✐❡♥❛t❡s t❤❡♠✳✑
✶✷✻❈❢✳ ✜rst ❝❤❛♣t❡r✱ ❢♦♦t♥♦t❡s ✻✷✱ ✻✺✱ ✻✻✱ ✻✽✱✼✸✳ ❚❊PP❆✱ ❆✳▼✳✱ ❆✈✈❡rt✐♠❡♥t✐✳ ✳ ✳ ♣✳ ✷✷✳ ❋r ❈❡r✐❛ ❤❛s
tr✐❡❞ ❛t ♦♥❡ ♣♦✐♥t t♦ ❝❧❛r✐❢② t❤✐s t❡①t✳ ❍❡ ✇r♦t❡✿ ✏❚❤❡② s❡❡ t❤❡② ❛r❡ ❜❡✐♥❣ ❧♦✈❡❞ ✇❤❡♥ ♦♥❡ ❧✐❦❡s t❤❡
t❤✐♥❣s t❤❡② ❡♥❥♦②✳✑ ❚❤❡ t❤✐♥❣s t❤❡② ❧✐❦❡ ❛♥❞ ❡♥❥♦②✳ ❈❊❘■❆✱ ❊✳✱ ❆♥♥❛❧✐✳ ✳ ✳ ✭✶✽✹✶✲✶✽✽✽✮✱ ♣✳ ✻✼✸✳ ❍❡
s✇✐t❝❤❡❞ t♦ t❤❡ ✈❡r❜ ✏s❡❡✑✳ ❚♦ s❡❡ ✐s ❝♦♥❝r❡t❡✱ ✐t ♣r❡❝❡❞❡s ❣❡tt✐♥❣ t♦ ❦♥♦✇✱ ❦♥♦✇✐♥❣✱ ❜❡❝♦♠✐♥❣ ❛✇❛r❡✱
r❡❛❧✐③✐♥❣✳
✾✸

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❚❤✐s ❡♥t❛✐❧❡❞ t❤❡ ❝❛r❞✐♥❛❧✬s ♥❡①t ❛♥❞ ❧♦❣✐❝❛❧ q✉❡st✐♦♥✿ ✏❍♦✇ ❝❛♥ ✇❡ ❛ttr❛❝t t❤❡♠ t♦ ✉s❄✑
❧❡❛❞✐♥❣ ✐♥❡✈✐t❛❜❧② t♦ ❉♦♥ ❇♦s❝♦✬s ✈❡r② t②♣✐❝❛❧ r❡♣❧②✿ ✏❇② ❣♦✐♥❣ t♦ t❤❡♠ ✜rst✱ ❜② tr②✐♥❣
t♦ ❛❞❛♣t t♦ t❤❡✐r t❛st❡s ❣✉st✐❪✱ ❜② ❜❡❝♦♠✐♥❣ ❧✐❦❡ t❤❡♠✑ ❜② ♠❛❦✐♥❣ ♦✉rs❡❧✈❡s ❡q✉❛❧ t♦
t❤❡♠✳ ❚❤❡♥ ❉♦♥ ❇♦s❝♦ ♣r♦♣♦s❡❞ t♦ tr② t❤❡ ♣r♦♦❢ ♦♥ t❤❡ P✐❛③③❛ ❞❡❧ P♦♣♦❧♦ ✇❤❡r❡ ♠❛♥②
❜♦②s ❣♦t t♦❣❡t❤❡r✳ ❚❤❡ ❝❛r❞✐♥❛❧ ✇❛s q✉✐t❡ ♦♣❡♥ t♦ ✐t ❛♥❞ ❉♦♥ ❇♦s❝♦ ✇❛s s✉❝❝❡ss❢✉❧ ✐♥
❤✐s ❡①♣❡r✐♠❡♥t✳✶✷✼
■♥s✐st❡♥❝❡ ❜② ❉♦♥ ❇♦s❝♦✿ ✏P❧❡❛s❡✱ ❡①♣❧❛✐♥ t❤❛t ♠♦r❡ ❝❧❡❛r❧②✦✑ ✶✹
❙tr✐❝t❧② t❛❦❡♥✱ ❇✉③③❡tt✐ ❤❛s ♥♦t ②❡t ❝❧❡❛r❧② ✐♥❞✐❝❛t❡❞ ✇❤❛t ❧♦✈❡✱ ✇❤✐❝❤ ❤❡ ❤❛s ✐♥❞✐❝❛t❡❞
❛s ❛ r❡♠❡❞✐❛❧ ♠❡❛♥s✱ ❝♦♥s✐sts ♦❢✳ ❚❤❛t ✐s ✇❤② ❉♦♥ ❇♦s❝♦ ✐♥s✐sts✿ ✏P❧❡❛s❡✱ ❡①♣❧❛✐♥ t❤✐s
♠♦r❡ ❝❧❡❛r❧②✦✑ ❚❤❡ ❡①❝❧❛♠❛t✐♦♥ ♠❛r❦ ❝❛rr✐❡s ✐ts ❢✉❧❧ ♠❡❛♥✐♥❣✳ ■t ✐s ♥♦t ②❡t ❝❧❡❛r ❡♥♦✉❣❤
❢♦r ❤✐♠✳
❇✮ ❚❤❡ s❡❝♦♥❞ ♣❛rt ♦❢ t❤❡ ♣✐❝t✉r❡ ✇✐t❤ t❤❡ ❧✐st❧❡ss r❡❝r❡❛t✐♦♥ ✐♥ ✶✽✽✹ ♣✉tt✐♥❣ t❤❡ ❙❛❧❡s✐❛♥s ✐♥
t❤❡ ❧✐♠❡❧✐❣❤t ❬✶✹✲✷✹❪
✸✳✹ ❚❤❡ s❛♠❡ s❝❡♥❡ ✐♥ t❤❡ ♣❧❛②❣r♦✉♥❞✱ ♥♦✇ ❢♦❝✉s❡❞ ♦♥ t❤❡ ❙❛❧❡s✐❛♥s
✸✳✹✳✶ ■♥tr♦❞✉❝t✐♦♥✿ ✉r❣❡♥t r❡q✉❡st ✏t♦ ❧♦♦❦ ❛t t❤❡ ②♦✉♥❣st❡rs ✐♥ r❡❝r❡❛t✐♦♥✑ ❬✶✹
❇✉③③❡tt✐ ♥♦ ❧♦♥❣❡r ♣✉ts ❉♦♥ ❇♦s❝♦✬s ♣❛t✐❡♥❝❡ t♦ t❤❡ t❡st✱ ✇❤✐❝❤ ❞✐✛❡rs ❢r♦♠ t❤❡ ❞r❛❢t
❡❞✐t✐♦♥s ♦❢ ❛♥❞ ✳ ❍❡ ✇✐❧❧ ❤❡❧♣ ❤✐♠ ❛❧♦♥❣ ❢♦r ❛ ✇❤✐❧❡ ♥♦t s♦ ♠✉❝❤ ❜② t❛❧❦✐♥❣ ❛s ❜②
s❤♦✇✐♥❣ ❤✐♠✱ ♣r♦✈✐❞✐♥❣ ❡①❛♠♣❧❡s✳ ❲✐t❤♦✉t ❢✉rt❤❡r ❛❞♦ ❤❡ ✐♥✈✐t❡s ❤✐♠ t♦ ❧♦♦❦ ❛❣❛✐♥ ❛t
t❤❡ ❧✐st❧❡ss r❡❝r❡❛t✐♦♥ ✐♥ t❤❡ ♣❧❛②❣r♦✉♥❞ ❢r♦♠ ❛ ❞✐✛❡r❡♥t ❛♥❣❧❡ ♥♦✇✳
❚❤❛t ❞✐✛❡r❡♥t ❛♥❣❧❡ ✐s ♥♦t ✐♠♠❡❞✐❛t❡❧② ❝♦♥s♣✐❝✉♦✉s ❜❡❝❛✉s❡ ✐♥ ♠❛♥✉s❝r✐♣t ❉✱ ❇✉③③❡tt✐
❛❞✈✐s❡s ❉♦♥ ❇♦s❝♦ t♦ ♦❜s❡r✈❡ t❤❡ ❜♦②s✱ ♦♥❧② t❤❡ ❜♦②s✳ ■♥ ❤✐s ♦✇♥ ✇♦r❞s✿ ✏▲♦♦❦ ❛t t❤❡
②♦✉♥❣st❡rs ✐♥ r❡❝r❡❛t✐♦♥✳✑ ❆❣❛✐♥ ❤❡ ❛❞❞r❡ss❡s ❉♦♥ ❇♦s❝♦✱ ✉s✐♥❣ t❤❡ ♣♦❧✐t❡ ❢♦r♠ ♦❢ ✬②♦✉✬✿
♦ss❡r✈✐✑✳ ❍❡ ❤❛❞ ❞♦♥❡ s♦ ✐♥ ❤✐s ✈❡r② ✜rst q✉❡st✐♦♥✳ ■♥ t❤❡ ❞r❛❢t ❡❞✐t✐♦♥s ♦❢ ❛♥❞
❤❡ ❤❛❞ ❜❡❡♥ ❛❧❧♦✇❡❞ t♦ ✉s❡ t❤❡ ✐♥❢♦r♠❛❧ ❢♦r♠ ♦❢ ✬②♦✉✬ ✐♥ t❤❛t st❛❣❡ ♦❢ t❤❡ ❝♦♥✈❡rs❛t✐♦♥✳
❚❤❡ ❛✉t❤♦r ✐s ✭❡✈❡♥✮ ❧❡ss ❝♦♥s✐st❡♥t ✇✐t❤ t❤❡ ♣r♦♥♦✉♥s ✐♥ t❤✐s ♣✐❡❝❡ ♦❢ ✇r✐t✐♥❣ ✭✮✳
■t ❧♦♦❦s ✈❡r② ♠✉❝❤ ❛s ✐❢ t❤❡ ♣❧❛②❣r♦✉♥❞ s❝❡♥❡ ♦♥ t❤❡ ❜❛❝❦❣r♦✉♥❞ ❤❛s ❝♦♠❡ t♦ ❛ st❛♥❞st✐❧❧
✐♥ t❤❡ ♠❡❛♥t✐♠❡ ❛♥❞ ✐s ♥♦✇ ❜❡✐♥❣ ❜❧❡♥❞❡❞ ✐♥ ❛❣❛✐♥ ✐♥ s❧♦✇ ♠♦t✐♦♥✳ ❉♦♥ ❇♦s❝♦ ❞♦❡s ♥♦t
♥♦t✐❝❡ ❛♥②t❤✐♥❣ s♣❡❝✐❛❧ ❛t ✜rst ❛♥❞ ❝❛♥❞✐❞❧② ❡①♣r❡ss❡s s♦ ❜② ❛s❦✐♥❣✿ ✏❲❡❧❧ ✇❤❛t ✐s s♣❡❝✐❛❧
❛❜♦✉t ✐t❄✑
❋❛❝❡❞ ✇✐t❤ s♦ ♠✉❝❤ ♦❜t✉s❡♥❡ss✱ ❇✉③③❡tt✐ ❝❛♥ ❛❧❧♦✇ ❤✐♠s❡❧❢ ❛ t♦✉❝❤ ♦❢ ✐r♦♥②✳ ❉♦♥
❇♦s❝♦ ❤❛s t❛❦❡♥ ♣r✐❞❡ ✐♥ ❤❛✈✐♥❣ s❛❝r✐✜❝❡❞ ❤✐s ❧✐❢❡ ❝♦♠♣❧❡t❡❧② ❢♦r ✏❛ ❣♦♦❞ ❢♦rt② ②❡❛rs✑ ✐♥
❤✐s ♦r❛t✐♦ ♣r♦ ❞♦♠♦✳ ❙♦ ♥♦✇ ✏t❤❡ ♣❛st ♣✉♣✐❧ ✇✐t❤ t❤❡ ❜❡❛r❞✑ ❝❛♥ s✉❣❣❡st ✐t s✉r♣r✐s❡s ❤✐♠
t❤❛t ✏s♦ ♠❛♥② ②❡❛rs ❡❞✉❝❛t✐♥❣ ②♦✉♥❣ ♣❡♦♣❧❡✑ ❤❛✈❡ ♥♦t ❣✐✈❡♥ ❤✐♠ ♠♦r❡ ✐♥s✐❣❤t✳ ▲✐t❡r❛❧❧②✿
✏❨♦✉ ❤❛✈❡ ❜❡❡♥ s♣❡♥❞✐♥❣ s♦ ♠❛♥② ②❡❛rs ✐♥ t❤❡ ❡❞✉❝❛t✐♦♥ ♦❢ ❜♦②s ❛♥❞ ②♦✉ st✐❧❧ ❞♦ ♥♦t
✶✷✼
▼❇ ❱✱ ♣✳ ✾✶✼❀ ❊▼❇ ❱✱ ♣♣✳ ✻✵✵✲✻✵✶✳ ❚❤❛t ❝♦♥✈❡rs❛t✐♦♥ ✇♦✉❧❞ ❤❛✈❡ t❛❦❡♥ ♣❧❛❝❡ ✐♥ ✶✽✺✽✳ ❈❢✳ ❢✉rt❤❡r
❢♦♦t♥♦t❡ ✷✷✶ ✐♥ t❤✐s ❝❤❛♣t❡r✳
✾✹

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✉♥❞❡rst❛♥❞❄✑ ❍❡ ✇✐❧❧ ♣✉t ❤✐♠ ♦♥ t❤❡ r✐❣❤t tr❛❝❦✱ t❤❡♥✳ ❉♦♥ ❇♦s❝♦ ❤❛s ❣♦t t♦ ✇❛t❝❤
✏♠♦r❡ ❝❧♦s❡❧②✑ ●✉❛r❞✐ ♠❡❣❧✐♦✱ ❜✉t ♥♦t ❜② ❢♦❧❧♦✇✐♥❣ ♦♥❝❡ ♠♦r❡ t❤❡ ❜❡❤❛✈✐♦✉r ♦❢ t❤❡ ❜♦②s✳
❇✉③③❡tt✐✬s ♣r❡✈✐♦✉s ✐♥✈✐t❛t✐♦♥ ❝♦✉❧❞ ❛♣♣❛r❡♥t❧② ♠✐s❧❡❛❞ ❉♦♥ ❇♦s❝♦ ✐♥ s♣✐t❡ ♦❢ t❤❡ ❧❛tt❡r✬s
❧♦♥❣✲t✐♠❡ ❡①♣❡r✐❡♥❝❡✳ ❆s ❛♥ ❡❞✉❝❛t♦r ❤❡ s❤♦✉❧❞ ✜rst ❛♥❞ ❢♦r❡♠♦st ❧♦♦❦ ❛t t❤❡ ❙❛❧❡s✐❛♥s✱
❇ ❈ ②❡s ✏♦✉r✑ ❙❛❧❡s✐❛♥s✳ ■♥ ❛♥❞ ✐t st✐❧❧ r❛♥ ❛s ❢♦❧❧♦✇s✿ ✏❲❤❡r❡ ❛r❡ ②♦✉r ❬✐♥❢♦r♠❛❧ ❵②♦✉r✬❪
❙❛❧❡s✐❛♥s❄✑ ❇✉③③❡tt✐ ♥♦ ❧♦♥❣❡r r❡♠❛✐♥s t❤❡ ♦❜❥❡❝t✐✈❡ ❣✉✐❞❡✱ ❤❡ ❜❡❝♦♠❡s t❤❡ ❝♦♠♠✐tt❡❞
❝♦♥❢r❡r❡✳ ❍❡ t❛❦❡s ❉♦♥ ❇♦s❝♦✬s s✐❞❡✳ ❍❡ ❦♥♦✇s ✇❤✐❝❤ ♣❛✐♥❢✉❧ ❝♦♥❢r♦♥t❛t✐♦♥ ❛✇❛✐ts t❤❡
❤♦♥♦✉r❡❞ ❧❡❛❞❡r✳
✸✳✹✳✷ ❙❤♦rt❝♦♠✐♥❣s ♦❢ ♣r✐❡sts ❛♥❞ ❝❧❡r✐❝s ❛t t❤❡ ❧❡✈❡❧ ♦❢ ❛ss✐st❛♥❝❡✱ t❤❡ ❡❞✉❝❛t✐♦♥❛❧
♣r❡s❡♥❝❡ ✇✐t❤ t❤❡ ②♦✉♥❣st❡rs ❬✶✹✲✶✺❪
❋❡✇ ♣r✐❡sts ❛♥❞ ❝❧❡r✐❝s ✇❡r❡ ♣r❡s❡♥t ❛♠♦♥❣ t❤❡ ❜♦②s ✶✹
❋r♦♠ t❤❛t ♣❛rt✐❝✉❧❛r ❛♥❣❧❡ ✐t ✜rst str✐❦❡s ❉♦♥ ❇♦s❝♦ t❤❛t ✏♦♥❧② ❛ ❢❡✇ ♣r✐❡sts ❛♥❞ ❝❧❡r✐❝s
♠✐①❡❞ ✇✐t❤ t❤❡ ❜♦②s✳✑ ❙❡❝♦♥❞❧② ❤❡ ♥♦t✐❝❡❞ ✏❡✈❡♥ ❢❡✇❡r ❬❙❛❧❡s✐❛♥s❪ st✐❧❧ ✇❡r❡ ❥♦✐♥✐♥❣ ✐♥
t❤❡✐r ❣❛♠❡s✳✑ ❆♥❞ ✐t str✉❝❦ ❤✐♠ ❛s ❜❡✐♥❣ ❡✈❡♥ ✇♦rs❡ ✏t❤❛t t❤❡ s✉♣❡r✐♦rs ✇❡r❡ ♥♦ ❧♦♥❣❡r
t❤❡ ❤❡❛rt ❛♥❞ s♦✉❧ ❬t❤❡ ✐♥✐t✐❛t♦rs❪ ♦❢ t❤❡ r❡❝r❡❛t✐♦♥✳✑
❲❤❡r❡ t❤❡② ❛❝t✉❛❧❧② ✇❡r❡ ❛♥❞ ✇❤❛t t❤❡② ❞✐❞ ✶✺
❙♦♠❡✱ ❛❝t✉❛❧❧② t❤❡ ♠❛❥♦r✐t②✱ ✏✇❡r❡ ✇❛❧❦✐♥❣ ✉♣ ❛♥❞ ❞♦✇♥✱ ❝❤❛tt✐♥❣ ❛♠♦♥❣
t❤❡♠s❡❧✈❡s ✇✐t❤♦✉t t❛❦✐♥❣ ❛♥② ♥♦t✐❝❡ ♦❢ ✇❤❛t t❤❡ ♣✉♣✐❧s ✇❡r❡ ❞♦✐♥❣✳✑ ❚❤❡
♠❛❥♦r✐t② s❡❡♠❡❞ t♦ ❜❡ t❤❡ s❛❞ ❢♦❧❧♦✇❡rs ♦❢ t❤♦s❡ ✇❤♦ ❤❛❞ ❜❡❡♥ ✇❛r♥❡❞ ✏♥♦t
t♦ s♣❡♥❞ t❤❡ r❡❝r❡❛t✐♦♥ t✐♠❡ ✇✐t❤ ❡❛❝❤ ♦t❤❡r ❜✉t ✇✐t❤ t❤❡ ❜♦②s✑ ❛t t❤❡ st❛rt
♦❢ t❤❡ ✶✽✽✷✲✶✽✽✸ s❝❤♦♦❧ ②❡❛r✳✶✷✽ ❖r ✇❡r❡ t❤♦s❡ ♣❡♦♣❧❡ ♣❡r❤❛♣s st✐❧❧ t❤❡ s❛♠❡
♦♥❡s❄ ❚❤❡ ❛✉t❤♦r s❡❡♠s t♦ ❛❧❧✉❞❡ ❤❡r❡ t♦ ❡❧❡♠❡♥ts ♦❢ t❤❛t ✈❡r② ✐♠♣♦rt❛♥t
♠❡❡t✐♥❣✳
❖t❤❡r ❙❛❧❡s✐❛♥s ✇❡r❡ ✇❛t❝❤✐♥❣ t❤❡ r❡❝r❡❛t✐♦♥ ❜✉t ✇✐t❤ ✐♥❞✐✛❡r❡♥❝❡✿ ✏❚❤❡②
❧♦♦❦❡❞ ♦♥ ❛t t❤❡ r❡❝r❡❛t✐♦♥ ❜✉t ♣❛✐❞ ❧✐tt❧❡ ❤❡❡❞ t♦ t❤❡ ❜♦②s✳✑
✏❖t❤❡rs s✉♣❡r✈✐s❡❞ ❢r♦♠ ❛❢❛r✑ ✇✐t❤♦✉t ✐♥t❡r❢❡r✐♥❣ ✇❤❡r❡ ✐t ✇❛s ♥❡❝❡ss❛r② s♦
t❤❛t t❤❡ ❜♦②s ✇❡r❡ ♥♦t ❛ss✐st❡❞ ❛t ❛❧❧✳✶✷✾ ■♥ ♦t❤❡r ✇♦r❞s ❛ ❣r❡❛t ♥✉♠❜❡r ♦❢
✶✷✽❈❢✳ ✜rst ❝❤❛♣t❡r✱ ❢♦♦t♥♦t❡ ✺✹✳ ❈❢✳ ✐♥❢r❛ ✐♥ t❤✐s ♣❛rt✱ ❢♦♦t♥♦t❡ ✶✸✾✳ ❆r♦✉♥❞ t❤❛t t✐♠❡ t❤❡ ❞✐♦❝❡s❛♥
♣r✐❡st ❋r ❖r✐♦❧✐ ✇❛s ♣r❡s❡♥t ✐♥ ❱❛❧❞♦❝❝♦✳ ❍❡ ❤❛❞ ❛ ✈❡r② ❣♦♦❞ ✐♠♣r❡ss✐♦♥ t❤♦✉❣❤✳ ❖♥ t❤❡ ♦t❤❡r ❤❛♥❞
❉♦♥ ❇♦s❝♦ ♥❡❡❞❡❞ t♦ ♣♦✐♥t ♦✉t s❡r✐♦✉s ❢❛✐❧✐♥❣s ♦♥ ▼❛r❝❤ ✶✶ ✶✽✻✾✳ ❍❡ t❤❡♥ ❛❞❞r❡ss❡❞ ❛❧❧ ♠❡♠❜❡rs
♦❢ t❤❡ ②♦✉♥❣ s♦❝✐❡t②✳ ❍❡ s❛✐❞✿ ✏■ ✇✐s❤ t❤❡r❡❢♦r❡ t❤❛t ②♦✉ tr② ❛❧✇❛②s t♦ ❜❡ ❛♠♦♥❣ t❤❡ ❜♦②s ❞✉r✐♥❣
r❡❝r❡❛t✐♦♥ ♣❡r✐♦❞s✱ ❝♦♥✈❡rs✐♥❣✱ ♣❧❛②✐♥❣ ✇✐t❤ t❤❡♠✱ ❛♥❞ ❣✐✈✐♥❣ t❤❡♠ ❣♦♦❞ ❛❞✈✐❝❡✳✑ ❍❡ s♣♦❦❡ ✐♥ t❤❛t
s❡♥s❡ ❜❡❝❛✉s❡ ❤❡ ❤❛❞ ♥♦t✐❝❡❞ s♦♠❡t❤✐♥❣ ❤❡ ✇❛s ✏♥♦t t♦♦ ❤❛♣♣② ❛❜♦✉t✳✑ ✏■ ❤❛✈❡ ♥♦t✐❝❡❞✿ ❝❧✐q✉❡s ♦❢
t✇♦✱ t❤r❡❡✱ ❢♦✉r✱ ♦r ✜✈❡ ❝♦♥❢r❡r❡s✱ ❛❧✇❛②s t❤❡ s❛♠❡ ❛♥❞ ♥❡❛r❧② ❛❧✇❛②s ❛♣❛rt ❢r♦♠ t❤❡ r❡st✳✑ ✭▼❇ ■❳✱
♣✳ ✺✼✻❀ ▼❇◆ ■❳✱ ♣✳ ✷✼✶✳✮ ❆♥❞ t❤✐s ✇❛s ✐♥ t❤❡ s✉❝❝❡ss❢✉❧ ♣❡r✐♦❞ ❜❡❢♦r❡ ✶✽✼✵✳
✶✷✾●✳ ▲❛③③❡r♦ ❝♦♠♣❧❛✐♥❡❞ ❛❜♦✉t t❤✐s ✐♥ t❤❡ ♠❡❡t✐♥❣ ♦❢ ◆♦✈❡♠❜❡r ✷✺ ✶✽✽✷✳ ✭P❘❊▲▲❊❩❖✱ ❏✳▼✳✱ ❱❛❧✲
❞♦❝❝♦✳ ✳ ✳ ♣✳ ✷✺✸✴✷✼✽✮ ■♥ ❛ ❝✐r❝✉❧❛r ♦❢ ◆♦✈❡♠❜❡r ✶✽✼✸ ❉♦♥ ❇♦s❝♦ ✉r❣❡❞ t❤❡ ♣r❡❢❡❝ts t♦ ❛❝t ✐♥ s✉❝❤ ❛
✇❛② ✏t❤❛t t❤❡ ❛ss✐st❛♥ts ❛♥❞ ✐♥ ❣❡♥❡r❛❧ t❤♦s❡ ✇❤♦ ❡①❡r❝✐s❡❞ ♣♦✇❡r✱ s❤♦✉❧❞ ❜❡ ♣r❡s❡♥t ✐♥ t❤❡ ♠✐❞st ♦❢
t❤❡ ❜♦②s ❞✉r✐♥❣ r❡❝r❡❛t✐♦♥ t✐♠❡✳✑ ✭❊ ✭♠✮ ✈♦❧✳ q✉❛rt♦✱ ♣✳ ✶✼✾✴✺✻✲✺✼✳✮
✾✺

10.6 Page 96

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♣r✐❡sts ❛♥❞ ❝❧❡r✐❝s ❝♦✉❧❞ ♥♦t ❝❛r❡ ❧❡ss ❛❜♦✉t ❛♥ ❡ss❡♥t✐❛❧ ❡❧❡♠❡♥t ♦❢ ❛ss✐st❛♥❝❡✱
✐✳❡✳ t❤❡ ❡❞✉❝❛t✐♦♥❛❧ ❝♦♥str✉❝t✐✈❡ ♣r❡s❡♥❝❡ ❛♠♦♥❣ t❤❡ ❜♦②s ❞✉r✐♥❣ r❡❝r❡❛t✐♦♥
t✐♠❡✳✶✸✵
❚❤❡ s❡♥t❡♥❝❡s ❛❜♦✉t t❤❡ ❧❛❝❦ ♦❢ ❡❞✉❝❛t✐♦♥❛❧ ✐♥t❡r❢❡r❡♥❝❡ ❜② ♥♦t ♠✐①✐♥❣ ✇✐t❤ t❤❡
❜♦②s✱ ❝❤❛tt✐♥❣ ✇✐t❤ ❡❛❝❤ ♦t❤❡r ❛♥❞ ♥♦t ❣✐✈✐♥❣ ✇❛r♥✐♥❣s ❛r❡ ♥❡✇ ❛♥❞ ❧❛t❡r ✐♥s❡rt✐♦♥s
❉ ❇ ❈ ✐♥ ♠❛♥✉s❝r✐♣t ✳ ❚❤❡② ❝❛♥♥♦t ❜❡ ❢♦✉♥❞ ✐♥ ♥♦r ✐♥ ✳
❚❤❡ ❛❞❞✐t✐♦♥s ♣r♦♠♣t❧② ❡♥t❛✐❧❡❞ ❛♥♦t❤❡r ✐♥s❡rt✐♦♥✱ ❛ ❦✐♥❞ ♦❢ ❡①❝❡♣t✐♦♥✳ ❖♥❡
❝❛♥ ✐♥❞❡❡❞ ♥♦t✐❝❡ t❤❡ r❛r❡ s✉♣❡r✐♦r ✇❤♦ ❞♦❡s ♥♦t ❛❧❧♦✇ t❤✐♥❣s t♦ ❣❡t ♦✉t ♦❢
❤❛♥❞✳ ❍❡ ❞♦❡s ♥♦t ❜❡❧♦♥❣ t♦ ✏t❤❡ ♠❛❥♦r✐t②✑ ♦❢ ✏✉♥✐♥t❡r❡st❡❞✑ ✭✐♥❞✐✛❡r❡♥t✮
♣❡♦♣❧❡ ✏✇❤♦ s✉♣❡r✈✐s❡❞ ❢r♦♠ ❛❢❛r✳✑ ■♥ ✐ts❡❧❢ t❤❡r❡ ✐s ♥♦t❤✐♥❣ ✇r♦♥❣ ✇✐t❤ ❤✐s
❛❝t✐♦♥✱ ❜✉t ❤❡ s♣♦✐❧s ❤✐s ✐♥t❡r❢❡r❡♥❝❡s ✐♥ ❛ ✇❛② t❤❛t ✐s q✉✐t❡ ✐♥❛❞♠✐ss✐❜❧❡ ✐♥ ❉♦♥
❇♦s❝♦✬s s♣✐r✐t✳ ❍❡ ✐♥t❡r❢❡r❡s ✏✐♥ ❛ t❤r❡❛t❡♥✐♥❣ ♠❛♥♥❡r✳✑ ❆♥❞ ✐s t❤✐s ♥♦t ❥✉st
❚❤❡ Pr❡✈❡♥t✐✈❡ ❙②st❡♠ ✇❤❛t ❉♦♥ ❇♦s❝♦ ❤❛❞ ❞❡♥♦✉♥❝❡❞ ✐♥ ❤✐s tr❡❛t✐s❡ ♦♥
❄ ❉✐❞
♥♦t t❤❡ ✐♠♣❧❡♠❡♥t❛t✐♦♥ ♦❢ t❤❡ r❡♣r❡ss✐✈❡ s②st❡♠ ♣r❡❝✐s❡❧② s❤♦✇ t❤❛t ✏t❤❡ ✇♦r❞s
❛♥❞ ❧♦♦❦s ♦❢ t❤❡ s✉♣❡r✐♦r ♠✉st ❛❧✇❛②s ❜❡ s❡✈❡r❡ ❛♥❞ ❡✈❡♥ t❤r❡❛t❡♥✐♥❣✑❄✶✸✶ ❍❛❞
❤❡ ♥♦t ❧❡❝t✉r❡❞ ❤✐s ❛✉❞✐❡♥❝❡ ❛t t❤❡ st❛rt ♦❢ t❤❡ ❙❡❝♦♥❞ ●❡♥❡r❛❧ ❈❤❛♣t❡r ✇✐t❤
t❤❡ ✐♥tr♦❞✉❝t✐♦♥✿ ✏❆ ❢✉rt❤❡r ✐ss✉❡ ✇❡ ♥❡❡❞ t♦ ✇♦r❦ ♦♥ ✐s t❤❡ s♣✐r✐t ♦❢ ❈❤❛r✐t②
❛♥❞ ❣❡♥t❧❡♥❡ss ✭❛✛❛❜✐❧✐t②✱ ❦✐♥❞♥❡ss✮ ♦❢ ❙t ❋r❛♥❝✐s ❞❡ ❙❛❧❡s✳ ❚❤✐s s♣✐r✐t ✐s
✇❡❛❦❡♥✐♥❣ ✇✐t❤ ✉s ❛♥❞ ❛s ❢❛r ❛s ■ ❤❛✈❡ ❜❡❡♥ ❛❜❧❡ t♦ ♥♦t✐❝❡✱ ✐t ✐s ♣❛rt✐❝✉❧❛r❧②
✇❡❛❦❡♥✐♥❣ ✐♥ t❤❡ s❝❤♦♦❧s✳✑ ✶✸✷
❚❤❡ ❛❝t✐♦♥ ♦❢ s♦♠❡ s✉♣❡r✐♦rs ✇❛s ✇❡❧❧ ✐♥t❡♥❞❡❞ ❛s s✉❝❤✱ ❜✉t ❢✉♥❞❛♠❡♥t❛❧❧② r❡♣r❡✲
❤❡♥s✐❜❧❡✳ ❚❤✐s ♣✐❝t✉r❡ ❜❡❝♦♠❡s ♠♦r❡ ❝♦♠♣❧❡t❡ ❜② ❛❞❞✐♥❣ t❤❛t s♦♠❡ ❙❛❧❡s✐❛♥s s❤♦✇
❛ ♠♦r❡ ♣♦s✐t✐✈❡ ❛♣♣r♦❛❝❤✳ ❚❤❡② ❛r❡ t❛❦✐♥❣ st❡♣s ✏t♦ ♠✐① ✇✐t❤ ❛ ❣r♦✉♣ ♦❢ ❜♦②s✳✑
❚❤❡✐r ❡✛♦rts ❞♦ ♥♦t s✉❝❝❡❡❞ t❤♦✉❣❤✳ ❚❤❡ ❜♦②s t❤❡♠s❡❧✈❡s t❡♥❞ t♦ ❦❡❡♣ t❤❡♠ ♦✉t✳
■t ✐s ♥❡✐t❤❡r ♥❡✇ ♥♦r ❡①❝❡♣t✐♦♥❛❧ t❤❛t s✉❝❤ ❜♦②s ❡①✐st❡❞ ✐♥ ✶✽✽✹✳ ❉♦♥ ❇♦s❝♦ ♠✉st
❤❛✈❡ ❢❛❝❡❞ t❤❡♠ q✉✐t❡ ♦❢t❡♥✳ ❖t❤❡r✇✐s❡ ❤❡ ✇♦✉❧❞ ♥♦t ❤❛✈❡ ✐♥❝❧✉❞❡❞ t❤❡ ❢♦❧❧♦✇✐♥❣
❘✉❧❡s ❢♦r t❤❡ ❍♦✉s❡s ✐♥ ❤✐s
✭✶✽✼✼✮✿ ✏❚❤❡ ♦♥❡s ✇❤♦ ❛r❡ ♥❡✈❡r s❡❡♥ ♥❡❛r t❤❡ s✉♣❡r✐♦rs
❛❝t ❜❛❞❧②✳ ❚❤❡② ❛❝t✉❛❧❧② ❤✐❞❡ ❛♥❞ s♥❡❛❦ ♦✛ ✇❤❡♥ t❤❡② ❬t❤❡ s✉♣❡r✐♦rs❪ ❛rr✐✈❡✳✑ ✶✸✸
❚❤✐s ❛rt✐❝❧❡ ❞✐❞ ♥♦t ❝♦♠❡ ♦✉t ♦❢ t❤❡ ❜❧✉❡✳ ❍❡ ❡①♣r❡ss❡❞ ❤✐s ❞✐s❝♦♥t❡♥t ✐♥ ❛ ❣♦♦❞
♥✐❣❤t ✐♥ ❏✉♥❡ ✶✽✼✺✳ ■t ✇❛s ❛ ❞✐❛❧♦❣✉❡ ♦r ✐♥t❡r✈✐❡✇✳ ❋r ❇❛r❜❡r✐s ❛s❦❡❞ q✉❡st✐♦♥s
✶✸✵❇■❊❙▼❆◆❙✱ ❘✳✱ ❆ss✐st❡♥t✐❡✳✳✳✱ ❛♠♦♥❣ ♦t❤❡rs ♣✳ ✺✽✳
✶✸✶❖❊ ❳❳■❳ ❬✶✵✵❪✳ ❈♦♥st✐t✉t✐♦♥s✳✳✳✱ ♣♣✳ ✷✹✻✲✷✹✼✳
✶✸✷❇■❊❙▼❆◆❙✱ ❘✳✱ ❆♠♦r❡✈♦❧❡③③❛✳ ✳ ✳ ✱ ♣✳ ✶✵✵✳ ❈❢✳ ❢♦♦t♥♦t❡ ✹✽ ✐♥ t❤✐s ❝❤❛♣t❡r✳
❲❤❡♥ ❉♦♥ ❇♦s❝♦ ❤❛❞
♠❛✐♥❧② ②♦✉♥❣ ❝♦✲✇♦r❦❡rs ❛t ❤✐s ❞✐s♣♦s❛❧✱ ❤❡ ❛s❦❡❞ t❤❡♠ t♦ ❛ss✐st ❞✉r✐♥❣ r❡❝r❡❛t✐♦♥ t✐♠❡✳ ❚❤❡② ❤❛❞
t♦ ✏❦❡❡♣ ❛♥ ❡②❡ ♦♥ ❝❧✐q✉❡s ❛♥❞ ✜♥❞ ❛ ✇❛② t♦ s❧✐♣ ✐♥ ❛♥❞ ❜r❡❛❦ t❤❡♠ ✉♣ ❞✐s❝r❡❡t❧②✳✑ ❖r✿ ✏❛♥❞ ❥♦✐♥
t❤❡♠ ✐♥ ❛ ❦✐♥❞ ❛♥❞ ♣♦❧✐t❡ ✇❛② ❛♥❞ ❞✐ss♦❧✈❡ t❤❡♠ ❝❛✉t✐♦✉s❧②✳✑ ✭▼❇ ❳✱ ♣✳ ✶✵✷✵❀ ❊▼❇ ❳✱ ♣✳ ✹✷✽✳✮
✶✸✸❖❊ ❳❳■❳ ❬✶✼✷✴✹❪✳ ❉♦♥ ❇♦s❝♦ ❤✐♠s❡❧❢ ❢❛❝❡❞ t❤✐s✳ ❍❡ s❛✐❞ s♦ ✐♥ ❛ ❣♦♦❞ ♥✐❣❤t ♦♥ ❏✉♥❡ ✶✻ ✶✽✻✼✳ ❍❡
r❡❝♦✉♥t❡❞ ❛ ❞r❡❛♠✳ ❍❡ ❜♦❧❞❧② s❛✐❞✿ ✏■ ❣♦t ❝❧♦s❡r t♦ s❡❡ ✐❢ ■ ❦♥❡✇ ❛♥② ♦❢ t❤❡♠✳ ❆❧❧ ✇❡r❡ ❖r❛t♦r②
❜♦②s✳ ❱❡r② ♠❛♥② ■ ❤❛❞ ♥❡✈❡r ❜❡❢♦r❡ s❡❡♥✱ ❜✉t ❛❧❧ ❝❧❛✐♠❡❞ t♦ ❜❡ ❖r❛t♦r② ♣✉♣✐❧s✳ ❆♠♦♥❣ t❤♦s❡ ■ ❞✐❞
♥♦t ❦♥♦✇ ✇❡r❡ ❛❧s♦ ❛ ❢❡✇ ✇❤♦ ❛r❡ ♥♦✇ ❤❡r❡✳ ❚❤❡② ♥❡✈❡r ❧❡t t❤❡♠s❡❧✈❡s ❜❡ s❡❡♥ ❜② ❉♦♥ ❇♦s❝♦✱ ♥❡✈❡r
❛s❦ ❤✐s ❛❞✈✐❝❡✱ ❛❧✇❛②s ❞♦❞❣❡ ❤✐♠✿ ✐♥ ♦♥❡ ✇♦r❞ t❤❡② ❛r❡ t❤❡ ❜♦②s ❤❡ ❞♦❡s ♥♦t ❦♥♦✇ ②❡t✦✑ ✭▼❇ ❱■■■✱
♣✳ ✽✹✷❀ ❊▼❇ ❱■■■✱ ♣✳ ✸✻✷✳✮
✾✻

10.7 Page 97

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❛♥❞ ❉♦♥ ❇♦s❝♦ r❡♣❧✐❡❞✳ ❍❡ s❛✐❞✿ ✏❉❡❛r ❜♦②s✱ t❤♦s❡ ❛r❡ t❤❡ ♦♥❡s ✇❤♦ ❛r❡ t✐❣❤t✲
❧✐♣♣❡❞ ✇✐t❤ t❤❡✐r s✉♣❡r✐♦rs❀ t❤❡② ❞♦ ♥♦t ♦♣❡♥ t❤❡✐r ❤❡❛rts t♦ t❤❡♠❀ t❤❡② ❛r❡ ♥♦t
s✐♥❝❡r❡✳ ❲❤❡♥❡✈❡r t❤❡② s❡❡ ❛ s✉♣❡r✐♦r ❝♦♠✐♥❣ t❤❡✐r ✇❛②✱ r❛t❤❡r t❤❛♥ ♠❡❡t ❤✐♠✱
t❤❡② ❣♦ ♦✛ ✐♥ t❤❡ ♦♣♣♦s✐t❡ ❞✐r❡❝t✐♦♥✳✳✳ ■ ❝♦✉❧❞ ❤❛✈❡ s❛✐❞✿ ②♦✉ ❤❛✈❡ ♥♦ ❝♦♥✜❞❡♥❝❡
✐♥ ②♦✉r s✉♣❡r✐♦rs✱ ②♦✉ ♥❡✈❡r ♦♣❡♥ ②♦✉r ❤❡❛rt t♦ t❤❡♠✳ ◆♦✇ ❛❧❧ ♦❢ ②♦✉ r❡♠❡♠❜❡r
t❤✐s✿ ❚❤❡r❡ ✐s ♥♦t❤✐♥❣ t❤❛t ❝❛♥ ❜❡ ♦❢ ❣r❡❛t❡r ❤❡❧♣ t♦ ②♦✉ t❤❛♥ ♦♣❡♥✐♥❣ ②♦✉r ❤❡❛rts
t♦ ②♦✉r ❙✉♣❡r✐♦rs✱ ❤❛✈✐♥❣ ❣r❡❛t tr✉st ✐♥ t❤❡♠✱ ❛♥❞ ❜❡✐♥❣ ✉tt❡r❧② s✐♥❝❡r❡✳✑ ✶✸✹
❇② ❞❡s❝r✐❜✐♥❣ t❤❡ ❜♦②s✬ ❜❡❤❛✈✐♦✉r t♦✇❛r❞s t❤❡✐r s✉♣❡r✐♦rs✱ t❤❡ ❜❧❛♠❡ ✐s s❤✐❢t✐♥❣ t♦ t❤❡
②♦✉♥❣st❡rs ❛❣❛✐♥✱ ❛❧t❤♦✉❣❤ ✐t ✇❛s ❛❧❧ ❛❜♦✉t t❤❡ ❛❞✉❧ts✳ ❚❤❛t ✐s ✇❤② t❤❡ s❤♦rt ❡①tr❛❝t ✜ts
✐♥ ✇❡❧❧ ✇✐t❤ t❤❡ ❧❡tt❡r t♦ t❤❡ ❜♦②s ✇❤❡r❡❛s t♦ ❢♦r♠ ❛ ♠♦r❡ s②st❡♠❛t✐❝ ❝♦❤❡r❡♥❝❡ ✐t s❤♦✉❧❞
❤❛✈❡ ❧✐♥❦❡❞ ✉♣ ♠♦r❡ ❝❧♦s❡❧② ✇✐t❤ t❤♦s❡ ✇❤♦ ✇❡r❡ ✏t❛❧❦✐♥❣ ✐♥ ❧♦✇ t♦♥❡s✑✳ ■t ✐s ❛❧♠♦st ✐ts
✈❛r✐❛♥t✳ ■♥ t❤❡ ❝✐r❝✉❧❛r t♦ t❤❡ ❙❛❧❡s✐❛♥s t❤❡ ❵❛✈♦✐❞❛♥❝❡✬ ♦♥ t❤❡ ♣❛rt ♦❢ s♦♠❡ ❜♦②s r❛t❤❡r
❤❛s t❤❡ ❡✛❡❝t ♦❢ ❜❡✐♥❣ ❛♥ ❡①❝✉s❡ ❢♦r t❤❡ ❡❞✉❝❛t♦rs✳ ❚❤✐s ❞♦❡s ♥♦t ❛❣r❡❡ ✇✐t❤ t❤❡ ❣❡♥❡r❛❧
t❡♥❞❡♥❝② ♦❢ t❤❡ ❧♦♥❣❡r ❛❞❞✐t✐♦♥✳ ❚❤✐s r❡♠❛r❦ ❛❜♦✉t t❤❡ ❜❡❤❛✈✐♦✉r ♦❢ ✏❛ ❣r♦✉♣ ♦❢ ❜♦②s✑
✐s t❤❡ ❡♥❞ ♦❢ t❤❡ r❡✈✐s✐♦♥ ♦❢ t❤❡ s❡❝♦♥❞ s❝❡♥❡✳
❆❧❧ t❤❡ s❛♠❡✱ ♠♦st st❛t❡♠❡♥ts ❞♦ ❝♦♥t❛✐♥ ❛♥ ♦✉ts♣♦❦❡♥ ❛❝❝✉s❛t✐♦♥✱ ❛ s❤❛r♣ ❞✐s❛♣♣r♦✈❛❧✳
❚❤❡ ❛❧♦♦❢♥❡ss✱ t❤❡ ❧❛❝❦ ♦❢ ✐♥t❡r❡st ✐♥ ✇❤❛t t❤❡ ❜♦②s ❡♥❥♦② ♦r ❧✐❦❡ ❞♦✐♥❣✱ t❤❡ ❧❛①✐t② ❛♥❞ t❤❡
r❡♣r❡ss✐✈❡ ✐♥t❡r❢❡r❡♥❝❡ ♦❢ t❤❡ t❡❛❝❤❡rs ❛♥❞ ❡❞✉❝❛t♦rs ❞♦ ♥♦t ❞♦ ❥✉st✐❝❡ ❛t ❛❧❧ t♦ ❛ ❣❡♥✉✐♥❡
❛ss✐st❛♥❝❡ ❛♥❞ ♣r❡✈❡♥t✐✈❡ ♠❡t❤♦❞ ♦❢ ❡❞✉❝❛t✐♦♥✳ ■t ✐s ❛s ❝❧❡❛r ❛s ❝r②st❛❧ t❤❛t ❜❡❝❛✉s❡ ♦❢
t❤✐s t❤❡② t❤❡♠s❡❧✈❡s ❛r❡ t❤❡ ❝❛✉s❡ ♦❢ t❤❡ ❧✐st❧❡ss♥❡ss✱ t❤❡ ❜❛❞ ❛t♠♦s♣❤❡r❡✱ t❤❡ ❣r♦✇✐♥❣
❞✐str✉st ♦❢ t❤❡ ❜♦②s ❛♥❞ t❤❡ ♦r✐❣✐♥ ♦❢ ✏t❤❡ ❢❛t❛❧ ❜❛rr✐❡r✑✱ ✇❤✐❝❤ ❇✉③③❡tt✐ ✇✐❧❧ ❜❡ t❛❧❦✐♥❣
❛❜♦✉t ❢✉rt❤❡r✳ ✶✽
✸✳✹✳✸ ❑❡② ❢r❛❣♠❡♥t✿ ❞❡s❝r✐♣t✐♦♥ ♦❢ ✇❤❛t ❤❛s t♦ ❜❡ ✉♥❞❡rst♦♦❞ ❜② ✏❛♠♦r❡✑
❬❛✛❡❝t✐♦♥❛t❡ ❧♦✈❡❪ ❬✶✺✲✶✼❪
❆❢t❡r t❤❡② ❤❛❞ ❧♦♦❦❡❞ ❛t t❤❡ r❡❝r❡❛t✐♦♥ t♦❣❡t❤❡r ❢r♦♠ ❛♥♦t❤❡r ❛♥❣❧❡✱ ❇✉③③❡tt✐ ❞♦❡s ♥♦t
s❛② ❝❧❡❛r❧② ♦r str❛✐❣❤t❢♦r✇❛r❞❧② ✇❤❛t ❤❡ ♠❡❛♥s✱ ♣r❡❝✐s❡❧②✱ ❜② ✏❛♠♦r❡ ✑✳ ■♥st❡❛❞ ♦❢ ❞❡✜♥✐♥❣
✏❛♠♦r❡ ✑✱ ❤❡ ❣♦❡s ❡✈❡♥ ❢✉rt❤❡r ❜❛❝❦ ✐♥t♦ t❤❡ ♣❛st✱ ✏t❤❡ ♦❧❞ ❞❛②s ❛t t❤❡ ❖r❛t♦r②✑✱ t❤❡ t✐♠❡
❜❡❢♦r❡ ✶✽✼✵✱ ❡✈❡♥ ❜❡❢♦r❡ ✶✽✻✵✳ ■t ✐s t❤❡ t✐♠❡ ❱❛❧❢rè ❤❛❞ ❜❡❡♥ ❛❧❧♦✇❡❞ t♦ ❝❛❧❧ t♦ ♠✐♥❞✳
❚❤❡ r❡t✉r♥ t♦ t❤❛t t✐♠❡ ✐♥❝r❡❛s❡s t❤❡ ❧✐❦❡❧✐❤♦♦❞ ♦❢ ❱❛❧❢rè✬s ❜❡✐♥❣ ❛ ❧✐t❡r❛r② s♣❧✐tt✐♥❣ ♦✛
♦❢ t❤❡ ❇✉③③❡tt✐ ✜❣✉r❡✳
❊✈♦❝❛t✐♦♥ ♦❢ t❤❡ r❡❧❛t✐♦♥s❤✐♣ ❜❡t✇❡❡♥ ❉♦♥ ❇♦s❝♦ ❤✐♠s❡❧❢ ❛♥❞ t❤❡ ❜♦②s ❛♥❞ ✈✐❝❡ ✈❡rs❛
✐♥ t❤❡ ②❡❛rs ❜❡❢♦r❡ ✶✽✼✵✳ ✶✺✲✶✻
■♥ t❤❡ r❡♠✐♥✐s❝❡♥❝❡ ♦❢ t❤❡ ❞✐st❛♥t ♣❛st✱ t✇♦ ✇♦r❞s ❛r❡ ✈❡r② ✐♠♣♦rt❛♥t ❜❡❝❛✉s❡ t❤❡②
❛❧r❡❛❞② ♦❝❝✉r ✐♥ ♠❛♥✉s❝r✐♣t ✳ ❚❤❡② ❛r❡ ❡✈❡♥ ♠♦r❡ ✐♠♣♦rt❛♥t ❜❡❝❛✉s❡ ♦❢ t❤❡ ❝♦♥t❡♥t
t❤❡② ❝❛rr②✳ ❚❤❡ ✜rst ✇♦r❞ ✐s ✏ ❛♥t✐❝❤✐ t❡♠♣✐✑ ✭t❤❡ ♦❧❞ ❞❛②s✮✱ r❡s♣❡❝t✐✈❡❧② ✏ ❛♥t✐❝❛♠❡♥t❡
✶✸✹
▼❇ ❳■✱ ♣♣✳ ✷✻✷✲✷✻✸❀ ❊▼❇ ❳■✱ ♣✳ ✷✹✺✳
✾✼

10.8 Page 98

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✭❢♦r♠❡r❧②✮ ✐♥ t❤❡ ♠❛♥✉s❝r✐♣t✳ ❇✉③③❡tt✐✬s ❡✈♦❝❛t✐♦♥ ❣♦❡s ❜❛❝❦ t♦ ❞❛②s ❧♦♥❣ ❣♦♥❡ ❜②✳
❍♦✇❡✈❡r✱ t❤♦s❡ ✇❡r❡ ✏✇♦♥❞❡r❢✉❧ ②❡❛rs✑✱ ✏t❤❡② ✇❡r❡ ❛ ❢♦r❡t❛st❡ ♦❢ ❤❡❛✈❡♥✑ ❢♦r t❤❡ ②♦✉♥❣✲
st❡rs ✐♥ t❤❡ ❖r❛t♦r②✳ ✏ ❆♥t✐❝❤✐✑ ✐s t❤❡ ✇♦r❞ ❉♦♥ ❇♦s❝♦ ❤❛❞ ❛❧r❡❛❞② ✉s❡❞ ✐♥ ❤✐s ❜r✐❡❢
❡✈❡♥✐♥❣ ❛❞❞r❡ss ❥✉st ❜❡❢♦r❡ t❤❡ ❢❡❛st ♦❢ ❆❧❧ ❙❛✐♥ts ♦♥ ❖❝t♦❜❡r ✷✼ ✶✽✼✻✳✶✸✺ ❚❤❡ ✇♦r❞ ✇❛s
r❡❧❡✈❛♥t ❢♦r ❛♥ ❛✉❞✐❡♥❝❡ ♦❢ ❜♦②s ✇❤♦ st❛②❡❞ ✐♥ t❤❡ ❖r❛t♦r② ❛❢t❡r ✶✽✼✵✳ ❍❡ ❛❧s♦ r❡♠✐♥❞❡❞
t❤❡ ②♦✉♥❣st❡rs ♦❢ t❤❡ ✏❢♦r♠❡r ❜♦②s✑ ✭❛♥t✐❝❤✐ ❣✐♦✈❛♥❡tt✐✮ ✇❤♦ ❞✐❞ ✉♥❞❡rst❛♥❞ ❤✐♠ ❛♥❞
♣r❛❝t✐s❡❞ ✇❤❛t ❤❡ st♦♦❞ ❢♦r✳ ■♥ ✶✽✽✹ ✐t ✐s ♥♦t t❤❡ ✜rst t✐♠❡ t❤❡② tr② t♦ ❝❤❛❧❧❡♥❣❡ ❛♥❞
✐♥s♣✐r❡ ❛ ♥❡✇ ❣❡♥❡r❛t✐♦♥ ❜② r❡❢❡rr✐♥❣ t♦ t❤❡ ❣♦♦❞ ❛♥❞ ❵✇♦♥❞❡r❢✉❧✬ ❡①❛♠♣❧❡ ♦❢ t❤❡ ♣❛st✳
■t ✐s ♥♦t t❤❡ ✜rst t✐♠❡ t❤❡ ♣❛st ✐s ❝❛❧❧❡❞ ✉♣♦♥ t♦ s❡t ✉♣ ❛ ♥❡✇ ❞r✐✈❡✳
❚❤❡ ❢♦✉♥❞❛t✐♦♥ ♦❢ t❤❛t ❤❡❛✈❡♥❧② ❛t♠♦s♣❤❡r❡ ❛♥❞ ♦❢ t❤♦s❡ ❤❛♣♣② ❞❛②s ✐♥ t❤❡ ♣❛st
❝♦♥s✐st❡❞ ♦❢ t❤❡ ❝♦♥st❛♥t r❡❛❧✐t② s✉♠♠❡❞ ✉♣ ✐♥ t❤❡ s❡❝♦♥❞ ✇♦r❞✿ ✏ ✐♥ ♠❡③③♦ ❛✑ ✱ ✭✏✐♥ t❤❡
♠✐❞st ♦❢✱ ❛♠✐❞✱ ❛♠♦♥❣✑✮✳ ❉♦♥ ❇♦s❝♦ ❛❧✇❛②s st❛②❡❞ ✏❛♠♦♥❣ t❤❡ ❜♦②s✱ ❡s♣❡❝✐❛❧❧② ❞✉r✐♥❣
r❡❝r❡❛t✐♦♥✳✑ ❬❇✉③③❡tt✐ ✉s❡s t❤❡ ♣♦❧✐t❡ ❢♦r♠ ♦❢ ❵②♦✉✬ ❤❡r❡ ❛s ✐♥ t❤❡ ❧❡tt❡r t♦ t❤❡ ❜♦②s✱ ✇❤✐❝❤
✐s ❝♦♥tr❛r② t♦ t❤❡ ♣❛r❛❧❧❡❧ ❢r❛❣♠❡♥ts ✐♥ ❛♥❞ ✳ ❆ ♠♦♠❡♥t ❜❡❢♦r❡ ❤❡ ❤❛❞ ❥✉st s✉❞❞❡♥❧②
♠❛❞❡ ✉s❡ ♦❢ t❤✐s ♣♦❧✐t❡ ❢♦r♠ ✐♥ t❤❡ r❡♠✐♥❞❡r✳❪ ■♥ t❤❡ ❡❛r❧② ❖r❛t♦r② ②❡❛rs ❉♦♥ ❇♦s❝♦
❤❛❞ ❜❡❣✉♥ t♦ ✐♥tr♦❞✉❝❡ ❛ ❧❡✐t♠♦t✐❢ t❤r♦✉❣❤ ❤✐s ❛❞❞r❡ss❡s✱ ✇r✐t✐♥❣s ❛♥❞ ♣❛rt✐❝✉❧❛r❧② ❤✐s
❛❝t✐♦♥✿ ✐t ✐s t❤❡ ❝♦♥st❛♥ts ♣r❡s❡♥❝❡ ❛♠♦♥❣ t❤❡ ❜♦②s✱ ❡s♣❡❝✐❛❧❧② ❞✉r✐♥❣ r❡❝r❡❛t✐♦♥ t✐♠❡✳
■♥ ✶✽✻✸ ❉♦♥ ❇♦s❝♦ ❛♣♣♦✐♥t❡❞ ❋r ❘✉❛ ❛s r❡❝t♦r ❛t ▼✐r❛❜❡❧❧♦✳ ❋♦r t❤❡ ♦❝❝❛s✐♦♥ ❉♦♥
❇♦s❝♦ ✇r♦t❡ t❤❡ ✜rst ✈❡rs✐♦♥ ♦❢ t❤❡ ❈♦♥✜❞❡♥t✐❛❧ ❘❡♠✐♥❞❡rs ❢♦r ❘❡❝t♦rs ❛♥❞ ✐♥st✐❧❧❡❞
✐t ✐♥t♦ ❤✐♠✿ ✏❚r② ❛s ♠✉❝❤ ❛s ♣♦ss✐❜❧❡ t♦ st❛② ❛♠✐❞st t❤❡ ❜♦②s t❤r♦✉❣❤ t❤❡ ❝♦♠♣❧❡t❡
r❡❝r❡❛t✐♦♥ t✐♠❡✳✑ ✶✸✻ ❆s ❉♦♥ ❇♦s❝♦✬s r❡♣r❡s❡♥t❛t✐✈❡ ❤❡ ♦✉❣❤t t♦ st❛② ✇✐t❤ t❤❡ ❜♦②s ❛♥❞
tr② t♦ ❞❡❛❧ ✇✐t❤ t❤❡♠ ✐♥ t❤❡ s❛♠❡ ✇❛② ❉♦♥ ❇♦s❝♦ ❤❛❞ ❞♦♥❡ ❛♥❞ st✐❧❧ ❞✐❞✳ ❍❡ ✇♦✉❧❞
r❡♣❡❛t t❤❛t r✉❧❡ s❡✈❡r❛❧ t✐♠❡s ❧❛t❡r ♦♥ ✐♥ ❢r♦♥t ♦❢ s♦ ♠❛♥② ♥❡✇ r❡❝t♦rs✳ ❍✐s ❛❞✈✐❝❡
✇❛s ✉❧t✐♠❛t❡❧② r❛t✐✜❡❞ ❛♥❞ ❧❛✐❞ ❞♦✇♥ ✐♥ ❛ ❣❡♥❡r❛❧✐③❡❞ ✇❛② ✐♥ t❤❡ ▲✐tt❧❡ ❚r❡❛t✐s❡ ♦♥ t❤❡
Pr❡✈❡♥t✐✈❡ ❙②st❡♠✿ ✏▼♦r❡♦✈❡r✱ ❤❡ ❬t❤❡ r❡❝t♦r❪ s❤♦✉❧❞ ❛❧✇❛②s ❜❡ ✇✐t❤ ❤✐s s✉❜♦r❞✐♥❛t❡s✱
❬✐✳❡✳ ❤✐s ♣✉♣✐❧s❪✱ ✇❤❡♥❡✈❡r t❤❡② ❛r❡ ♥♦t ❡♥❣❛❣❡❞ ✐♥ s♦♠❡ ♦❝❝✉♣❛t✐♦♥✳✑ ✶✸✼
❆❢t❡r ❉♦♥ ❇♦s❝♦ ❤❛❞ r❡❝❡✐✈❡❞ t❤❡ ❞❡❝r❡❡ ♦❢ ❛♣♣r♦✈❛❧ ♦❢ ❤✐s ❈♦♥❣r❡❣❛t✐♦♥✱ ❤❡ ❤❡❧❞ ❛
❝♦♥❢❡r❡♥❝❡ ❢♦r ❛❧❧ ♠❡♠❜❡rs ♦❢ t❤❡ ❙♦❝✐❡t②✱ t❤❡ ♣r♦❢❡ss❡❞ ♦♥❡s ❛♥❞ t❤❡ ❛♣♣❧✐❝❛♥ts✳ ❆♥❞
❤❡ s❛✐❞✿ ✏■ ✇✐s❤ t❤❡r❡❢♦r❡ t❤❛t ②♦✉ tr② ❛❧✇❛②s t♦ ❜❡ ❛♠♦♥❣ t❤❡ ❜♦②s ❞✉r✐♥❣ r❡❝r❡❛t✐♦♥
♣❡r✐♦❞s✱ ❝♦♥✈❡rs✐♥❣ ✇✐t❤ t❤❡♠ ♦r ♣❧❛②✐♥❣ ✇✐t❤ t❤❡♠ ❛♥❞ ❣✐✈✐♥❣ t❤❡♠ ❣♦♦❞ ❛❞✈✐❝❡✳✑ ✶✸✽
❆ss✐st❛♥❝❡ ❤❛s ❛ ✇✐❞❡ r❛♥❣❡ ♦❢ ♣r❛❝t✐❝❡s✱ ❜✉t t❤❡ ❤❡❛rt ♦❢ t❤❡♠ ❛❧❧ ✐s ✉♥❞❡♥✐❛❜❧② ✏❜❡✐♥❣
✐♥ t❤❡ ♠✐❞st ♦❢ ✑ ♦r ✏❛♠♦♥❣✑✳
✶✸✺❈❢✳ ❢♦♦t♥♦t❡ ✶✶✻ ✐♥ t❤✐s ❝❤❛♣t❡r✳ ❈❢✳ ❛❧s♦ ❉♦♥ ❇♦s❝♦✬s ❛❞❞r❡ss ❞✉r✐♥❣ t❤❡ s❡❝♦♥❞ ●❡♥❡r❛❧ ❈❤❛♣t❡r ✐♥
✶✽✽✵✿ ✏❚❤❡ ❜❡❛✉t② ♦❢ t❤❡ ♦❧❞ ❖r❛t♦r② ✭❧❛ ❜❡❧❧❡③③❛ ❞❡❧❧✬ ❖r❛t♦r✐♦ ❛♥t✐❝♦✮✳✑ ✭❋❞❇ ✶✵✽✺✽ ❈ ✼✮✳ ❚❤❡r❡
✇❛s t❤❡ ♥♦st❛❧❣✐❝ ❡①♣r❡ss✐♦♥ ❛❧s♦ t❤❡♥✳ ■♥ t❤❡ ❜❡❣✐♥♥✐♥❣ ♦❢ ❛ ❣♦♦❞ ♥✐❣❤t ♦♥ ❉❡❝❡♠❜❡r ✷ ✶✽✺✾ ❤❡
♠✉st ❤❛✈❡ s❛✐❞✿ ✏❲❤❛t ❜❡tt❡r t❤✐♥❣ ❝♦✉❧❞ ❛ ❤♦✉s❡ ❧✐❦❡ ♦✉rs ❤❛✈❡ t❤❛♥ ❝♦♥✜❞❡♥❝❡ ✐♥ s✉♣❡r✐♦rs❄ ❚❤✐s
❛❧♦♥❡ ❝♦✉❧❞ tr❛♥s❢♦r♠ t❤❡ ❖r❛t♦r② ✐♥t♦ ❡❛rt❤❧② ♣❛r❛❞✐s❡ ❛♥❞ ♠❛❦❡ ❡✈❡r②❜♦❞② ❤❛♣♣②✳✑ ✭▼❇ ❱■✱ ♣♣✳
✸✷✵✲✸✷✶❀ ❊▼❇ ❱■✱ ♣♣✳ ✶✼✶✲✶✼✷✮
✶✸✻▼❖❚❚❖✱ ❋r✳✱ ■ ✏❘✐❝♦r❞✐ ❝♦♥✜❞❡♥③✐❛❧✐✳ ✳ ✳ ✑ ✱ ❘❙❙ ✭✹✮ ❛♥♥♦ ■■■✱ ♥✶✱ ✶✹✾✴✽✸✲✽✹✳ ❈❢✳ ❇■❊❙▼❆◆❙✱ ❘✳✱
❆♠♦r❡✈♦❧❡③③❛✳✳✳✱ ♣✳ ✶✾✺ ❛♥❞ ❢♦♦t♥♦t❡ ✷✻✶ t❤❡r❡✳ ❈❢✳ ❊▼❇ ❳✱ ♣✳ ✹✹✾ ❛♥❞ ❢♦♦t♥♦t❡ t❤❡r❡✳
✶✸✼❇❖❙❈❖✱ ●✳✱ ■❧ s✐st❡♠❛ ♣r❡✈❡♥t✐✈♦✳✳✳✱ ♣♣✳ ✺✽✴✶ ❛♥❞ ✶✸✷✴✶✳ ❈♦♥st✐t✉t✐♦♥s✳✳✳✱ ♣✳ ✷✹✾ ✭♣❛rt❧② r❡✲
tr❛♥s❧❛t❡❞✮✳
✶✸✽▼❇ ■❳✱ ♣✳ ✺✼✻❀ ❊▼❇ ■❳✱ ♣✳ ✷✼✶✳ ▲❛t❡r ♦♥ ✐♥ ✏■❧ s✐st❡♠❛ ♣r❡✈❡♥t✐✈♦✑ ✭❖❊ ❳❳■❳ ✶✵✵ ❛♥❞ ✶✵✸✮✳ ❈❢✳
❈♦♥st✐t✉t✐♦♥s✳✳✳✱ ♣♣✳ ✷✹✼ ❛♥❞ ♣✳ ✷✹✾✳ ❍✐s ❝♦✲✇♦r❦❡rs ❝♦✉❧❞ ♥♦t ❛❧✇❛②s ❜❡❛r t❤✐s✱ ✇❤✐❝❤ ✐s s❤♦✇♥ ❛t ❛
♣❡rs♦♥♥❡❧ ❝♦♥❢❡r❡♥❝❡ ✐♥ ❆✉❣✉st ✶✽✼✶✳ ❈❢✳ ❢♦♦t♥♦t❡ ✺✸ ✐♥ t❤❡ ✜rst ❝❤❛♣t❡r✳
✾✽

10.9 Page 99

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■♥ t❤❡ ❝✐r❝✉❧❛r ♦❢ ◆♦✈❡♠❜❡r ✶✽✼✸ ❤❡ ❣❛✈❡ t❤❡ ♣r❡❢❡❝t t❤❡ ❢♦❧❧♦✇✐♥❣ ✐♥str✉❝t✐♦♥✿ ✏❙❡❡
t❤❛t ❛ss✐st❛♥ts ❛♥❞✱ ❣❡♥❡r❛❧❧② s♦♠❡ s✉♣❡r✐♦rs ❛r❡ ❛♠✐❞st t❤❡ ❜♦②s ❞✉r✐♥❣ ♣❧❛②t✐♠❡✳✑ ✶✸✾
❊✳ ❈❡r✐❛ r❡❧❛t❡s t❤❛t ❉♦♥ ❇♦s❝♦ ❧✐st❡❞ s❡✈❡♥ s❡❝r❡ts ♦❢ t❤❡ ❖r❛t♦r② ✐♥ t❤❡ ❡❧❡✈❡♥t❤ ♣❛rt
♦❢ t❤❡ ▼❡♠♦r✐❡ ❜✐♦❣r❛✜❝❤❡ ❛t t❤❡ st❛rt ♦❢ ❏✉♥❡ ✶✽✼✺✳ ❚❤❡ ✜❢t❤ ✇❡♥t ❛s ❢♦❧❧♦✇s✿ ✏❚❤❡
s✉♣❡r✐♦rs ❛❧✇❛②s ♦✛❡r❡❞ ♣❧❡♥t② ♦❢ tr✉st ❛♥❞ ❣❧❛❞❧② ♠✐♥❣❧❡❞ ✇✐t❤ t❤❡ ❜♦②s✱ ❜✉t ❛❧✇❛②s ✐♥
s✉❝❤ ❛ ✇❛② ❛s t♦ ❞✐s❝♦✉r❛❣❡ ❡①❝❡ss✐✈❡ ❢❛♠✐❧✐❛r✐t②✳✑ ❚❤❛t s❡❝r❡t ❝♦rr❡s♣♦♥❞s ✇✐t❤ ❛ t❤♦✉❣❤t
❢r♦♠ t❤❡ ❝♦♥❢❡r❡♥❝❡ ❞✉r✐♥❣ t❤❡ r❡tr❡❛t ♦❢ ❆✉❣✉st ✶✽✼✺ ✐♥ ▲❛♥③♦✿ ✏■ ❛❧✇❛②s r❡❝♦♠♠❡♥❞
②♦✉ st❛② ❛♠♦♥❣ t❤❡ ❜♦②s✳ ✳ ✳ ▲❡t ✉s ✉♥❞❡rst❛♥❞ ❡❛❝❤ ♦t❤❡r ✇❡❧❧✳ ❲❡ ❤❛✈❡ t♦ st❛② ✇✐t❤
t❤❡ ❜♦②s✱ ✐♥ t❤❡ ♠✐❞st ♦❢ t❤❡♠✱ ❜✉t ♥❡✈❡r r❡❧❛t✐♥❣ t♦ ❡❛❝❤ ♦t❤❡r ❛s ✐♥❞✐✈✐❞✉❛❧s✱ ♥❡✈❡r
♠♦r❡ ✇✐t❤ ♦♥❡ t❤❛♥ ✇✐t❤ t❤❡ ♦t❤❡r✳✑ ✶✹✵ ❚❤❛t ✐s ♣❧❛✐♥ ❧❛♥❣✉❛❣❡✱ ❜✉t t❤❡ ♠❛✐♥ ♠❛tt❡r ✐s
s❛❢❡❣✉❛r❞❡❞✳
❉♦♥ ❇♦s❝♦ ❤❛s ✇r✐tt❡♥ ❛ ✈❡r② ♠❡❛♥✐♥❣❢✉❧ t❡①t ✐♥ ❤✐s ▼❡♠♦r✐❡ ❞❡❧❧✬ ❖r❛t♦r✐♦ ❢r♦♠ t❤❡
✶✽✼✵s✿ ✏❚❤✐s ♦♥❧② s❡r✈❡❞ t♦ ✐♥✢❛♠❡ ♠② ❤❡❛rt t♦ ❜❡❝♦♠❡ ❛ ♣r✐❡st ❛s q✉✐❝❦❧② ❛s ■ ❝♦✉❧❞ s♦
t❤❛t ■ ❝♦✉❧❞ ❛ss♦❝✐❛t❡ ✇✐t❤ ②♦✉♥❣ ♣❡♦♣❧❡ ❬✏♣❡r tr❛tt❡♥❡r♠✐ ✐♥ ♠❡③③♦ ❛✐ ❣✐♦✈❛♥❡tt✐✑❪✱ ❤❡❧♣
t❤❡♠✱ ❛♥❞ ♠❡❡t t❤❡✐r ❡✈❡r② ♥❡❡❞✳✑ ✶✹✶ ❚❤❛t ✐s ❤♦✇ ❉♦♥ ❇♦s❝♦ ❧♦♦❦❡❞ ❜❛❝❦ ♦♥ ❤✐s st✉❞②
t✐♠❡ ✐♥ t❤❡ s❡♠✐♥❛r② ❛♥❞ ❤♦✇ ❤❡ ♠❛❞❡ ❝❧❡❛r t♦ ❤✐s r❡❛❞❡rs ✕ ❛t ✜rst ♦♥❧② ❙❛❧❡s✐❛♥s ✕ t❤❛t
t❤❡✐r ♣r❡s❡♥❝❡ ❛♠✐❞st t❤❡ ❜♦②s ✇❛s ❛ ✈✐t❛❧ ❡❧❡♠❡♥t ♦❢ ❤✐s ❛♥❞ t❤❡✐r ✈♦❝❛t✐♦♥ t♦ ❜❡❝♦♠❡
❛ ♣r✐❡st✳
❍❡ ❞✐❞ ♥♦t ♦♥❧② ❡①♣r❡ss t❤✐s ✐♥♥❡r ❞❡s✐r❡ ❛♥❞ ❡✈❡r r❡t✉r♥✐♥❣ ✐♥str✉❝t✐♦♥ ✐♥ ✇♦r❞s✱ ❜✉t
❛❧s♦ ✐♥ ❞❡❡❞s✳ ❲❤❡♥ ❤❡ ❤❛❞ ❤✐s ♣❤♦t♦ t❛❦❡♥✱ ♦♥❡ ♦❢ ❤✐s ❢❛✈♦✉r✐t❡ ♣♦s✐t✐♦♥s ✇❛s ✐♥ t❤❡
♠✐❞❞❧❡ ♦❢ ❤✐s ②♦✉♥❣st❡rs✳✶✹✷
❚❤❡ ❛❝t✉❛❧ s✐❣♥✐✜❝❛♥❝❡ ♦❢ t❤✐s ❝♦♥t✐♥✉♦✉s ♣r❡s❡♥❝❡✱ ✇❤✐❝❤ r❡❛❧❧② ♠❛❞❡ st❛②✐♥❣ ❛♠♦♥❣
t❤❡ ❜♦②s s♦ ♠❡❛♥✐♥❣❢✉❧ ❛♥❞ ✇♦rt❤✇❤✐❧❡✱ ✐s ♥♦t ❡①♣❧❛✐♥❡❞ ❜② ❋r ▲❡♠♦②♥❡✳ ❲❡ ❝❛♥ ❤♦✇❡✈❡r
❞❡❞✉❝❡ ✐t ❢r♦♠ t❤❡ ❝♦♥tr❛st✐♥❣ ❡❧❡♠❡♥ts ❜❡t✇❡❡♥ ❉♦♥ ❇♦s❝♦✬s ❛tt✐t✉❞❡ ❛♥❞ t❤❛t ♦❢ ❛ ❧♦t
♦❢ ❙❛❧❡s✐❛♥s✳ ❚❤❡② ❥✉st ✐❣♥♦r❡❞ t❤❡ ❜♦②s✿ ❚❤❡② ✇❡r❡ ♥♦t t❛❦✐♥❣ ❛♥② ♥♦t✐❝❡✳✳✳ ❚❤❡②
❦❡♣t ❛ ❞✐st❛♥❝❡✳ ✏❚❤❡② ✇❡r❡ ♥♦ ❧♦♥❣❡r t❤❡ ❤❡❛rt ❛♥❞ s♦✉❧ ♦❢ t❤❡ r❡❝r❡❛t✐♦♥✳✑ ✭✶✹✲✶✺
❛♥❞ ✶✼✮ ❚❤❡ ♣❤r❛s❡ ❛❜♦✉t ❉♦♥ ❇♦s❝♦ ❤✐♠s❡❧❢ ✏❛❧✇❛②s ❛♠♦♥❣ t❤❡ ❜♦②s✱ ❡s♣❡❝✐❛❧❧② ❞✉r✐♥❣
r❡❝r❡❛t✐♦♥✑ ✐s q✉✐t❡ t❤❡ ♦♣♣♦s✐t❡ ♦❢ t❤❛t✱ ✇❤✐❝❤ ♠❡❛♥s ❉♦♥ ❇♦s❝♦ ✇❛s ✈❡r② ✐♥t❡r❡st❡❞ ✐♥
t❤❡ ❜♦②s ✐♥ t❤♦s❡ ②❡❛rs✳ ❍❡ t♦♦❦ ❛♥ ❛❝t✐✈❡ ✐♥t❡r❡st ✐♥ ✏t❤❡ t❤✐♥❣s t❤❡ ❜♦②s ❧✐❦❡❞✳✑ ❍❡
t♦♦❦ ♣❛rt ✐♥ t❤❡✐r ❣❛♠❡s✱ ✏♣❧❛②❡❞ ✇✐t❤ t❤❡♠✳✑ ❍❡ ❧✐✈❡❞ ✇✐t❤ t❤❡♠✳ ❆♥❞ ❛♣♣❛r❡♥t❧② t❤❡
♠♦st ✐♠♣♦rt❛♥t t❤✐♥❣ ♦❢ ❛❧❧✿ ❤❡ t❛❧❦❡❞ t♦ t❤❡♠✳✶✹✸ ❚❤❡ ❧❛tt❡r ♣♦✐♥t ✐s s❡t ♦✛ ✈❡r② s❤❛r♣❧②
✇✐t❤ ❛ s❡♥t❡♥❝❡ ✐♥ t❤❡ ❧❡tt❡r t♦ t❤❡ ❜♦②s✿ ✏❲❤❡♥ ②♦✉✱ ❉♦♥ ❇♦s❝♦✱ ❝♦✉❧❞ ❝♦♥✈❡rs❡ ✇✐t❤ ✉s
❝♦♥t✐♥✉♦✉s❧②✳✑ ✭✶✻✱ ❝♦❧✉♠♥ ❑✮ ❵❈♦♥✈❡rs❡✬ ❝♦✉❧❞ ❝♦♥s✐st ♦❢ ✐♥❢♦r♠❛❧ ❝♦♥✈❡rs❛t✐♦♥s✱ ❜✉t ❛❧s♦
♦❢ t❤❡ ❛♣♣r❡❝✐❛t❡❞ ❛♥❞ s♦♠❡t✐♠❡s ❛ ♣❛rt❧② ❢❡❛r❡❞ ✏✇♦r❞ ✐♥ t❤❡ ❡❛r✑✱ ✇✐t❤ ✇❤✐❝❤ ❉♦♥ ❇♦s❝♦
✉s❡❞ t♦ ♣r❛✐s❡✱ r❡♣r✐♠❛♥❞ ♦r ❛❞✈✐s❡ s♦♠❡♦♥❡ ✐♥ ♣❛ss✐♥❣✳ ❚❤❛t ✐s ❤♦✇ ❤❡ ✇❛♥t❡❞ ✐t ❞♦♥❡ ❜②
✶✸✾
❊ ✭♠✮✱ ✈♦❧✳ q✉❛rt♦✱ ♣✳ ✶✼✾✴✺✻✲✺✼✳ ▼❇ ❳✱ ♣✳ ✶✶✵✸❀ ❊▼❇ ❳✱ ♣✳ ✹✾✸✲✹✾✹✳
✶✹✵
❋♦r t❤❡ t✇♦ q✉♦t❛t✐♦♥s ❢r♦♠ ✶✽✼✺✳ ❋✐rst ▼❇ ❳■✱ ♣✳ ✷✷✷❀ ❊▼❇ ❳■✱ ♣✳
✷✵✸ ✭♣❛rt❧② r❡✲tr❛♥s❧❛t❡❞✮✳
❋✉rt❤❡r ✐♥ ▼❇ ❳■✱ ♣✳ ✸✹✵✴t❤r♦✉❣❤ ❢♦♦t♥♦t❡ t♦ ♣✳ ✺✽✸❀ ♦♠✐tt❡❞ ✐♥ ❊▼❇ ❳■✳ ❋✉rt❤❡r ❇■❊❙▼❆◆❙✱ ❘✳✱
❆♠♦r❡✈♦❧❡③③❛✳ ✳ ✳ ✱ ♣♣✳ ✷✵✷✲✷✵✸✳
✶✹✶
❇❖❙❈❖✱
●✳✱
▼❡♠♦r✐❡
❞❡❧❧✬❖r❛t♦r✐♦✳✳✳
♣♣✳
✾✶✲✾✷❀
▼❡♠♦✐rs✳✳✳
♣✳✽✵✳
❈❢✳
▼❇
■✱
♣✳
✸✼✼❀
❊▼❇
■✱
♣✳
✷✽✶✳
❈❢✳ ❛❧s♦ ▼❡♠♦✐rs✳✳✳✱ ♣✳✽✵✳
✶✹✷
❙❖▲❉❆✱ ●✳✱
❉♦♥
❇♦s❝♦
♥❡❧❧❛
❢♦t♦❣r❛✜❛
❞❡❧❧✬✽✵✵✱
✶✽✻✶✲✶✽✽✽✱ ♣✳
✷✹✵✳
❈❢✳
❆❧❢r❡❞ ❖st✬s ❞r❛✇✐♥❣ ✐♥ ▼❇◆
❳■■✱ ♣✳ ✷✹✵✳
❆ss✐st❡♥t✐❡✳ ✳ ✳ ✶✹✸
❈❢✳ ❛❧s♦ ❢♦♦t♥♦t❡s ✶✸✼ ❛♥❞ ✶✸✽ ✐♥ t❤✐s ❝❤❛♣t❡r✳ ❙❡❡ ❢♦r t❤✐s ❇■❊❙▼❆◆❙✱ ❘✳✱
✱ ♣♣✳
✶✵✼✲✶✶✸✳
✾✾

10.10 Page 100

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❤✐s r❡❝t♦rs t♦♦✱ ✐♥ t❤❡ ✜rst ♣❧❛❝❡ ❜② ❋r ❘✉❛✳ ❍❡ ❣❛✈❡ ❤✐♠ t❤❡ ❢♦❧❧♦✇✐♥❣ ✐♥str✉❝t✐♦♥✿ ✏❚r②
❛s ♠✉❝❤ ❛s ②♦✉ ❝❛♥ t♦ s♣❡♥❞ t❤❡ ✇❤♦❧❡ r❡❝r❡❛t✐♦♥ ♣❡r✐♦❞ ❛♠♦♥❣ t❤❡ ❜♦②s ❛♥❞ ❡♥❞❡❛✈♦✉r
t♦ ✇❤✐s♣❡r s♦♠❡ ❦✐♥❞ ✇♦r❞✱ ❛s ②♦✉ ❦♥♦✇✱ ✐♥ t❤❡✐r ❡❛r✳ ❚❤✐s ✐s t❤❡ ❣r❡❛t s❡❝r❡t t♦ ✇✐♥ t❤❡
❤❡❛rt ♦❢ t❤❡ ❜♦②s✳✑ ✶✹✹ ❚❤❡ tr❛♥s❧❛t✐♦♥ ♦❢ ✏ q✉❛❧❝❤❡ ❛✛❡tt✉♦s❛ ♣❛r♦❧❛ ✳✑ ✐s ✬s♦♠❡ ❦✐♥❞ ✇♦r❞✬✳
❚❤✐s ❝♦♥t✐♥✉♦✉s ❝❧♦s❡♥❡ss ❝♦♥❝❡✐✈❡❞ ❛♥❞ ❛❝t✉❛❧✐③❡❞ ✐♥ t❤✐s ✇❛② ✇❛s t❤❡ ♣❧❡❛s✐♥❣ s♦✉r❝❡
♦❢ t❤❡ ❣♦♦❞✱ ♣♦s✐t✐✈❡ ❛♥❞ ❢❡st✐✈❡ ❛t♠♦s♣❤❡r❡ ❛t t❤❡ ❖r❛t♦r②✳ ❚❤❡ ❝♦♥t✐♥✉✐t② ♦❢ ❉♦♥
❇♦s❝♦✬s ♣r❡s❡♥❝❡ ❛♥❞ t❤❡ ❝♦♥st❛♥t ♥❡❛r♥❡ss ♦✛❡r❡❞ ♦♣♣♦rt✉♥✐t✐❡s t♦ ♠❡❡t ❛♥❞ t❛❧❦✱ ✇❤✐❝❤
✐s ✐❧❧✉str❛t❡❞ ✈❡r② ❝❧❡❛r❧② ❛♥❞ ♠❛❞❡ ❡①♣❧✐❝✐t ✐♥ t❤❡ ❧❡tt❡r t♦ t❤❡ ❜♦②s✿ ✏❲❤❡♥ ②♦✉ ❝♦✉❧❞
❝♦♥✈❡rs❡ ✇✐t❤ ✉s ❝♦♥t✐♥✉♦✉s❧②✑ ✐♥❝❧✉❞✐♥❣ t❤❡ ♠❡♠♦r❛❜❧❡✱ ❞✐r❡❝t ❛♥❞ ❝♦♥✜❞❡♥t✐❛❧ ♣❤r❛s❡
✏✇✐t❤ ✉s✑✳ ❬ ✱ ✶✻■t ✐s r❛t❤❡r str❛♥❣❡ t❤❡r❡❢♦r❡ t❤❛t ❋r ▲❡♠♦②♥❡ ❧❡❢t ♦✉t ♣r❡❝✐s❡❧② t❤❛t
s❡♥t❡♥❝❡✱ ✇❤✐❝❤ ❛♣♣❡❛r❡❞ ❡❧s❡✇❤❡r❡ ❛♥②✇❛② ✐♥ t❤❡ ❞♦❝✉♠❡♥t✳ ❯s✐♥❣ ❛ s❧✐❣❤t❧② ❛❞❛♣t❡❞
r❡❢♦r♠✉❧❛t✐♦♥ ✐t ✇♦✉❧❞ ❤❛✈❡ ❜❡❡♥ ♣❡r❢❡❝t❧② ♣♦ss✐❜❧❡ t♦ ❦❡❡♣ t❤❡ s❡♥t❡♥❝❡✳ ■t ✇♦✉❧❞ ❡✈❡♥
❤❛✈❡ ♣✉t ♠♦r❡ ✐♥ t❤❡ ♣✐❝t✉r❡ t❤❛t ♥♦t s♦ ♠✉❝❤ t❤❡ ❛❝t✐✈❡ ❡✛♦rts ♦❢ ❉♦♥ ❇♦s❝♦ ❛♥❞ ❤✐s
s❡❧✢❡ss s❛❝r✐✜❝❡ ❢r♦♠ ♠♦r♥✐♥❣ t✐❧❧ ♥✐❣❤t ♣r♦✈❡❞ ❤✐s ❣r❛t✉✐t♦✉s ❦✐♥❞♥❡ss✱ ❜✉t ❛❝t✉❛❧❧② ❤✐s
❝♦♥st❛♥t✱ ✐♥t❡r❡st❡❞ ❛♥❞ ♣❛rt✐❝✐♣❛t✐♥❣ ♣r❡s❡♥❝❡ ❞✐❞ s♦✳ ■♥ ♦t❤❡r ✇♦r❞s t❤✐s q✉❛❧✐t❛t✐✈❡❧②
r✐❝❤ r❡❧❛t✐♦♥s❤✐♣ s❤♦✇❡❞ ✏t❤❡ ❜❡st✑ ❉♦♥ ❇♦s❝♦ ♦✛❡r❡❞✳ ❍✐s ❝❧♦s❡♥❡ss ❡❧✐❝✐t❡❞ t❤❡ r❡❝✐♣r♦❝❛❧
❛✛❡❝t✐✈❡ ❧♦✈❡ ♦❢ t❤❡ ❜♦②s ✐♥ t✐♠❡s ❧♦♥❣ ❣♦♥❡ ❜②✳ ■t ✐s s✉❣❣❡st❡❞ ✐t ❝♦✉❧❞ st✐❧❧ ❡❧✐❝✐t t❤✐s
t♦❞❛②✳ P❛rt✐❝✉❧❛r❧② t❤❡ ❞✐❛❧♦❣✉❡✱ t❤❡ s♣♦♥t❛♥❡♦✉s ❛♥❞ ✐♥❢♦r♠❛❧ t❛❧❦s✱ ❜✉t ❛❧s♦ t❤❡ s❡r✐♦✉s✱
❝♦♥✜❞❡♥t✐❛❧ ✏✇♦r❞ ✐♥ t❤❡ ❡❛r✑ ♠❛❞❡ ❧✐❢❡ ❛ ❤❡❛✈❡♥❧② ❢❡❛st ❛t t❤❡ ❖r❛t♦r②✳ ❚❤❡② ❤❛❞ ❛♥
✐♥✈❛❧✉❛❜❧❡ ♣s②❝❤♦❧♦❣✐❝❛❧ ♠❡❛♥✐♥❣ ✐♥ t❤❡ r❡❧❛t✐♦♥s❤✐♣ ♦❢ ❜♦②s ✇✐t❤ t❤❡✐r ❛ss✐st❛♥t✳ ❖♥❡ ♦❢
t❤❡ ✈❡r② ♣♦s✐t✐✈❡ ❡✛❡❝ts ✇❛s ✇❤❛t ✐s ✇r✐tt❡♥ ✐♥ t❤❡ ❧❡tt❡r t♦ t❤❡ ❜♦②s✿ ✏❆♥❞ ✇❡ ❞✐❞ ♥♦t
❤♦❧❞ ❛♥② s❡❝r❡ts ❢r♦♠ ②♦✉✳✑ ❬t❤❡ ♣♦❧✐t❡ ❢♦r♠ ♦❢ ✏②♦✉✑ ✐s st✐❧❧ ❜❡✐♥❣ ✉s❡❞✳❪ ❚❤❡② ❡♥t❡r❡❞
✐♥t♦ s♣♦♥t❛♥❡♦✉s✱ ❝❛♥❞✐❞ ❛♥❞ ❢❛✐r ❝♦♥✈❡rs❛t✐♦♥s ✇✐t❤ ❤✐♠✳
❚❤❡ ❤❡❛rt ♦❢ t❤❡ ❦❡② ❢r❛❣♠❡♥t✿ ✏❛♠♦r❡ ✑ ♠❡❛♥s ♠✉t✉❛❧ ❛✛❡❝t✐♦♥ ✱ ❛✛❡❝t✐✈❡ ❧♦✈❡ ✳ ■t
❬ ❪ ❤❛❞ ❜❡❡♥ ❛♥❞ st✐❧❧ ❤❛s t♦ ❜❡ t❤❡ st❛♥❞❛r❞✳ ✶✻
❲❡ ✜♥❞ t❤❡ s❛♠❡ ❡✛❡❝t ✐♥ t❤✐s ✇r✐t✐♥❣ t♦ t❤❡ ❙❛❧❡s✐❛♥s✱ ❜✉t ✐t ✐s ♣r❡❝❡❞❡❞ ♥♦✇ ❜② ❛
❞✐❣r❡ss✐♦♥ t❤❛t ♣✉ts ❢♦r✇❛r❞ ❛ t❤♦✉❣❤t ✇❤✐❝❤ ❞♦❡s ♥♦t ♦❝❝✉r ✐♥ t❤❡ ♦t❤❡r ❡❞✐t✐♦♥s✳ ❚❤❡
❡①♣❧❛♥❛t♦r② ♣❤r❛s❡ ✏t♦ ❝♦♥✈❡rs❡ ❝♦♥t✐♥✉♦✉s❧②✑ ✐♥ t❤❡ ❧❡tt❡r t♦ t❤❡ ❜♦②s ✐s ♦♠✐tt❡❞✳ ■t ✐s
s✉❜st✐t✉t❡❞ ❜② ❛ ❝❧❛r✐✜❝❛t✐♦♥ ♦❢ ✏❧♦✈❡✑ ✭✏ ❛♠♦r❡ ✑✮✱ ✇❤✐❝❤ ✐s ❧✐♥❦❡❞ ✇✐t❤ ❝❧♦s❡♥❡ss✳ ❖♥❧②
t❤❡ ✉s❡ ♦❢ t❤❡ ✇♦r❞ ✏❧♦✈❡✑ r❡❢❡rs t♦ t❤❡ ✇r✐t❡r ♣✉tt✐♥❣ ❛ ❧✐♥❦ ✇✐t❤ ❛ st❛t❡♠❡♥t ♦♥ t❤❡ ✇❛②
♦r t❤❡ ♠❡❛♥s ✏t♦ ❣❡t ❜❛❝❦ t♦ t❤❡ ❧✐✈❡❧✐♥❡ss✱ t❤❡ ❝❤❡❡r❢✉❧♥❡ss ❛♥❞ ❞❡❧✐❣❤t ♦❢ t❤❡ ♦❧❞ ❞❛②s✳✑
✶✶❇✉③③❡tt✐ r❡♣❧✐❡❞ t♦ ❉♦♥ ❇♦s❝♦✬s q✉❡st✐♦♥ ❛❢t❡r ❛❧❧✿ ✏❲✐t❤ ❧♦✈❡✑ ✭✏ ❝♦❧❧✬❛♠♦r❡ ✑✮✳
❆s ❤❡ ❤❛❞ ❞♦♥❡ ✐♥ t❤❡ ❧❡tt❡r ♦❢ ▼❛② ✶✵ t♦ t❤❡ ❜♦②s ❇✉③③❡tt✐ s✉❞❞❡♥❧② s♣❡❛❦s ❤❡r❡ ✐♥ ❛
❣❡♥❡r❛❧✐③✐♥❣ ❛♥❞ ❛t t❤❡ s❛♠❡ t✐♠❡ ❝♦♠♠✐tt❡❞ ✇❛② ♦♥ ❜❡❤❛❧❢ ♦❢ ❛❧❧ ♣❛st ♣✉♣✐❧s✿ ✏❛ ♣❡r✐♦❞ ♦❢
✇❤✐❝❤ ✇❡ ❤❛✈❡ ❢♦♥❞ ♠❡♠♦r✐❡s✱ ❜❡❝❛✉s❡ t❤❡♥ ❧♦✈❡ ✇❛s t❤❡ r✉❧❡ ❢♦r ✉s✳✑ ❚❤❡ ❣❡♥❡r❛❧✐③❛t✐♦♥
s❡❡♠s t♦ ❜❡ ❛ s✐❣♥ ✐t ❝♦♥❝❡r♥s ❛ ✈❡r② ✐♠♣♦rt❛♥t ✐♥s❡rt✐♦♥✳ ❚❤✐s ✐♠♣r❡ss✐♦♥ ✐s ❝♦♥✜r♠❡❞
✐❢ ♦♥❡ t❛❦❡s ✐♥t♦ ❛❝❝♦✉♥t t❤❛t t❤❡ ✐♥s❡rt✐♦♥ ✐s ✈❡r② ♠✉❝❤ r❡❧❛t❡❞ t♦ ❛ ♣❛r❛❣r❛♣❤ ❢r♦♠ t❤❡
✶✹✹
▼❖❚❚❖✱
❋r✱
✏❘✐❝♦r❞✐
❝♦♥✜❞❡♥③✐❛❧✐✑✳✳✳✱ ♣✳
✶✹✾✴✽✸✲✽✺✳
❈❢✳
▼❇ ❳✱ ♣✳
✶✵✹✸❀ ❊▼❇ ❳✱ ♣✳
✹✹✾✳
❈❢✳
❛❧s♦
t❤❡ ♣❡rs♦♥❛❧ ♣r❛❝t✐❝❡ ♦❢ ❉♦♥ ❇♦s❝♦ ✐♥ t❤❡ ❜✐♦❣r❛♣❤✐❡s ♦❢ ❛ ❢❡✇ ❜♦②s ✐♥ ❇■❊❙▼❆◆❙✱ ❘✳✱ ❆ss✐st❡♥t✐❡✳ ✳ ✳
♣✳ ✶✶✺✲✶✶✻✳ ❖♥ t❤❡ ✇❛② ♦❢ ❛❞❞r❡ss✐♥❣ ♣❡♦♣❧❡ ✐♥ ❇■❊❙▼❆◆❙✱ ❘✳✱ ✶✽✻✻✲✶✽✼✻ ❞♦♥ ❇♦s❝♦ ❜❡tr♦✉✇❜❛r❡
✇❡❣✇✐❥③❡r✳✳✳✱ ♣♣✳ ✺✶✲✺✷✳
✶✵✵

11 Pages 101-110

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11.1 Page 101

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tr❡❛t✐s❡ ✏❚❤❡ Pr❡✈❡♥t✐✈❡ ❙②st❡♠✑ ✳ ❚❤❡r❡ ✐t s❛②s✿ ✏❇② t❤❡ ♣r❡✈❡♥t✐✈❡ s②st❡♠ ♣✉♣✐❧s ❛❝q✉✐r❡
❛ ❜❡tt❡r ✉♥❞❡rst❛♥❞✐♥❣✱ s♦ t❤❛t ❛♥ ❡❞✉❝❛t♦r ❝❛♥ ❛❧✇❛②s s♣❡❛❦ t♦ t❤❡♠ ✐♥ t❤❡ ❧❛♥❣✉❛❣❡
♦❢ t❤❡ ❤❡❛rt✱ ♥♦t ♦♥❧② ❞✉r✐♥❣ t❤❡ t✐♠❡ ♦❢ t❤❡✐r ❡❞✉❝❛t✐♦♥ ❜✉t ❡✈❡♥ ❛❢t❡r✇❛r❞s✳✑ ✶✹✺ ■t
s❛②s ❧✐t❡r❛❧❧②✿ ✏ ■❧ ❙✐st❡♠❛ Pr❡✈❡♥t✐✈♦ r❡♥❞❡ ❛✛❡③✐♦♥❛t♦ ❧✬❛❧❧✐❡✈♦✑✱ ✐✳❡✳ ✏♠❛❦❡s t❤❡ ♣✉♣✐❧
❛✛❡❝t✐♦♥❛t❡✑ ♦r t♦ ♣✉t ✐t ♠♦r❡ ❣❡♥❡r❛❧❧②✱ ❝❛✉s❡s t❤❡ ♣✉♣✐❧s t♦ ❧✐❦❡ ❛♥❞ ❧♦✈❡ t❤❡✐r ❡❞✉❝❛t♦rs✱
t❡❛❝❤❡rs ❛♥❞ s✉♣❡r✐♦rs✳
❚❤❡ ♦r✐❣✐♥❛❧ q✉♦t❡ ❢r♦♠ ❉♦♥ ❇♦s❝♦✬s tr❡❛t✐s❡ ❝❛♥ ❝♦♥tr✐❜✉t❡ t♦ ❣r❛s♣ t❤❡ ♠❡❛♥✐♥❣ ♦❢
t❤❡ ✇♦r❞ ❵❧♦✈❡✬ ✐♥ t❤❡ ♣❤r❛s❡ ✏❧♦✈❡ ✇❛s t❤❡ r✉❧❡ ❢♦r ✉s✑✳ ✏ ❆✛❡③✐♦♥❛t♦✑ ✐s ✏❛✛❡❝t✐♦♥❛t❡✱
❞❡✈♦t❡❞✑ ❛♥❞ ✏ ❛✛❡③✐♦♥❡✑ ✐s ✏❛✛❡❝t✐♦♥✳✑ ■♥ ❇✉③③❡tt✐✬s ♠❡♠♦r② t❤❡ ♦❧❞ t✐♠❡s ❛r❡ ♥♦✇ ✉♥✲
♠✐st❛❦❛❜❧② ♠❛r❦❡❞ ❜② ❛✛❡❝t✐♦♥✱ s❡♥s✐t✐✈❡ ❧♦✈❡✱ ✇❤✐❝❤ t❤❡ ❜♦②s ❣❛✈❡ t♦ ❉♦♥ ❇♦s❝♦ ❛❢t❡r
t❤❡② ❤❛❞ ❡①♣❡r✐❡♥❝❡❞ t❤❡♠s❡❧✈❡s t❤❡ s❛♠❡ ❧♦✈❡ ❢r♦♠ ❤✐♠✳ ❇✉③③❡tt✐ ♠❡❛♥s s❡♥s✐t✐✈❡✱
❝♦♥✜❞❡♥t✐❛❧ ❛♥❞ tr✉st ❣❡♥❡r❛t✐♥❣ ❛✛❡❝t✐♦♥✳ ❚❤✐s ❛✛❡❝t✐♦♥❛t❡ ❧♦✈❡ ❡♠❡r❣❡❞ ❛♥❞ ❜❡❝❛♠❡
str♦♥❣❡r t❤❛♥❦s t♦ t❤❡ ❝♦♥st❛♥t ♣r❡s❡♥❝❡ ♦❢ ❉♦♥ ❇♦s❝♦ ❛♠♦♥❣ t❤❡♠✳ ■♥ t❤✐s ✇❛② t❤❡②
❝♦✉❧❞ ❡①♣❡r✐❡♥❝❡ ❤❡ ❧♦✈❡❞ t❤❡♠✳ ❍❡ ♠❛❞❡ t✐♠❡ ❢♦r t❤❡♠✱ ❤❡ ✇❛s ❛✈❛✐❧❛❜❧❡✳ ❍❡ ❧✐st❡♥❡❞
t♦ t❤❡♠✳ ❍❡ ♠❛❞❡ t❤❡♠ ❢❡❡❧ ❤❡ ❤❡❧❞ t❤❡♠ ✐♥ ❣r❡❛t ❡st❡❡♠ ❛♥❞ ❛♣♣r❡❝✐❛t❡❞ ✇❤❛t t❤❡②
❡♥❥♦②❡❞✳ ▼♦r❡♦✈❡r✱ t❤❡② ❝♦✉❧❞ ❡①♣❡r✐❡♥❝❡ t❤r♦✉❣❤ t❤❡s❡ ❝♦♥t❛❝ts t❤❡② ✇❡r❡ r❡❛❧❧② s♦
✈❛❧✉❛❜❧❡ t♦ ❤✐♠ t❤❛t ❤❡ ✇❛♥t❡❞ t♦ s❡❡ t❤❡♠✱ t❛❧❦ t♦ t❤❡♠✱ ❡♥❥♦② t❤✐♥❣s ✇✐t❤ t❤❡♠ ❛♥❞
t❛❦❡ ❛♥ ✐♥t❡r❡st ✐♥ ✇❤❛t t❤❡② ❧✐❦❡❞✳ ❚❤❛t ✐s ✇❤② t❤❡ ♣❤r❛s❡ ✏②♦✉ ❝♦✉❧❞ ❝♦♥✈❡rs❡ ✇✐t❤
✉s ❝♦♥t✐♥✉♦✉s❧②✑ ✇❛s s♦ ✇❡❧❧ ❝❤♦s❡♥ ✐♥ t❤❡ ❧❡tt❡r t♦ t❤❡ ❜♦②s✳ ✶✻❚❤❡② ❝♦✉❧❞ s❡♥s❡
❤❡ ✇❛s ❣❧❛❞ ❛♥❞ ❤❛♣♣② t♦ s❡❡ t❤❛t t❤❡② ✇❡r❡ ❛r♦✉♥❞✳ P♦s✐t✐✈❡ ❢❡❡❧✐♥❣s ❞♦♠✐♥❛t❡❞ t❤❡
♣❡❞❛❣♦❣✐❝❛❧ r❡❧❛t✐♦♥s❤✐♣✳ ■t s♣r❡❛❞ ❧✐❦❡ ❛ s♣❛r❦✳ ❆✛❡❝t✐♦♥❛t❡ ✏r❡❝✐♣r♦❝❛❧ ❧♦✈❡ ❜❡❝❛♠❡
t❤❡ st❛♥❞❛r❞✳✑ ✶✹✻ ❇✉③③❡tt✐✬s s✉❣❣❡st✐♦♥ ✐s ❝❧❡❛r ❛♥❞ ❝❧❛r✐❢②✐♥❣✿ ✐♥ t❤✐s ✇❛② ❛❧s♦ t♦❞❛②✬s
✶✹✺❆❝❝♦r❞✐♥❣ t♦ t❤❡ ❡❞✐t✐♦♥ ✐♥ ❆✉❣✉st ✶✽✼✼ ✇✐t❤ t❤❡ ■t❛❧✐❛♥ ❛♥❞ ❋r❡♥❝❤ t❡①t ❥✉①t❛♣♦s❡❞ ✐♥ ❖❊ ❳❳❱■■■
r❡♥❞❡ ❛✛❡③✐♦♥❛t♦ ❬✹✷✽✲✹✷✾❪✱ ✐✳❡✳ ✏
✑ ♥❡①t t♦ ✏❢❛✐t q✉❡ ❧❡s é❧è✈❡s s✬❛✛❡❝t✐♦♥♥❡♥t ❞❡ ♣❧✉s ❡♥ ♣❧✉s à ❧❡✉r
■♥st✐t✉t❡✉r✳✑ ❈❢✳ ❇❖❙❈❖✱ ●✳✱ ■❧ s✐st❡♠❛ ♣r❡✈❡♥t✐✈♦✳ ✳ ✳ ✱ ♣✳ ✽✹✴✹✷✶✳ ❇✉t ❈♦♥st✐t✉t✐♦♥s✳ ✳ ✳ ✱ ♣✳ ✷✹✽✳
■t ❜❡❝♦♠❡s ❝❧❡❛r q✉✐t❡ ❡❛r❧② t❤❛t ♥♦t ❡✈❡r② ❝♦✲✇♦r❦❡r ♦❢ ❉♦♥ ❇♦s❝♦ ❛♣♣r❡❝✐❛t❡❞ t❤❡ ❡♠♦t✐♦♥❛❧ ✇♦r❞
❛✛❡③✐♦♥❛t♦✑✳ ✏❆✛❡③✐♦♥❛t♦✑ ✇❛s r❡♣❧❛❝❡❞ ✐♥❞❡❡❞ ❜② ✏❛✈✈✐s❛t♦✑ ✭✇❡❧❧✲❝♦♥s✐❞❡r❡❞✱ ✇❡❧❧✲❛❞✈✐s❡❞✮ ❛❧r❡❛❞②
❘✉❧❡s ❢♦r t❤❡ ❍♦✉s❡s ✐♥ t❤❡ ♣✉❜❧✐❝❛t✐♦♥ ♦❢
✐♥ ✶✽✼✼✳ ❈❢✳ ❖❊ ❳❳■❳ ❬✶✵✷❪✳ ❚❤✐s ✈❡rs✐♦♥ ✇❛s ❝♦♣✐❡❞ ❜②
❉♦♥ ❇♦♥❡tt✐ ✐♥ t❤❡ ❙❡♣t❡♠❜❡r ✐ss✉❡ ♦❢ t❤❡ ❇♦❧❧❡tt✐♥♦ ❙❛❧❡s✐❛♥♦ ♦❢ ✶✽✽✵✳ ❈❢✳ ❇❖❙❈❖✱ ●✳✱ ■❧ s✐st❡♠❛
♣r❡✈❡♥t✐✈♦✳ ✳ ✳ ✱ ✶✸✶✴✺✳ ■t ❤❛s ❧❡❢t ✐ts tr❛❝❡s✳ ❋♦r t❤❡ ❋r❡♥❝❤ s♣❡❛❦✐♥❣ ♣r♦✈✐♥❝❡s ❋r✳ ❉❡sr❛♠❛✉t r❡❧❡❛s❡❞
❙❛✐♥t ❏❡❛♥ ❇♦s❝♦ ❢♦r ❡①❛♠♣❧❡ ✐♥ ✶✾✺✽✿ ✏❢♦r♠❡ ❞❡s é❧è✈❡s ré✢é❝❤✐s✑ ✭❉❊❙❘❆▼❆❯❚✱ ❋r✳✱
✱ ♣✳ ✶✹✻✮✳ ■♥
t❤❡ r❡♥❡✇❡❞ ❈♦♥st✐t✉t✐♦♥s ✐t ✐s st✐❧❧ ✏❛✈✈✐s❛t♦✑ ❛♥❞ ✏❞❡s é❧è✈❡s ré✢é❝❤✐s✑ ✭❈♦st✐t✉③✐♦♥✐ ❡ ❘❡❣♦❧❛♠❡♥t✐
s✳❞✳✱ ♣✳ ✷✸✽ ❛♥❞ ❈♦♥st✐t✉t✐♦♥s ❡t ❘è❣❧❡♠❡♥ts✱ ✶✾✽✻✱ ♣✳ ✷✸✽✮✳ ■♥ t❤❡ ❉✉t❝❤ s♣❡❛❦✐♥❣ t❡rr✐t♦r✐❡s t❤❡
✇♦r❞✐♥❣ ✐s✿ ✏♠❛❛❦t ❞❡ ❧❡❡r❧✐♥❣ ③♦ ❜❡❞❛❝❤t③❛❛♠ ❞❛t✑ ✭❈♦♥st✐t✉t✐❡s ❡♥ ❆❧❣❡♠❡❡♥ ❘❡❣❧❡♠❡♥t✱ ✶✾✽✻✱ ♣✳
✷✺✺✮✱ ❛❧t❤♦✉❣❤ t❤❡ ❛ss♦❝✐❛t✐♦♥ ♦❢ ✏❜❡❞❛❝❤t③❛❛♠✑ ✇✐t❤ t❤❡ ❝♦♥s❡q✉❡♥❝❡ ✏❞❛t ❞❡ ♦♣✈♦❡❞❡r st❡❡❞s ❞❡ t❛❛❧
✈❛♥ ❤❡t ❤❛rt ❦❛♥ ❜❧✐❥✈❡♥ s♣r❡❦❡♥✑ ✐s ♠♦r❡ t❤❛♥ ❡♥✐❣♠❛t✐❝✳ ■♥ t❤❡ ●❡r♠❛♥ s♣❡❛❦✐♥❣ ♣r♦✈✐♥❝❡s t❤❡ t✇✐st
✐♥ t❤❡ t✇❡♥t✐❡s ♦❢ t❤❡ ❧❛st ❝❡♥t✉r② ✇❛s s♦❧✈❡❞ ❛s ❢♦❧❧♦✇s✿ ✏❉❛s ✈♦r❜❡✉❣❡♥❞❡ ❱❡r❢❛❤r❡♥ ♠❛❝❤t ❡s ❞❡♠
❊r③✐❡❤❡r ♠ö❣❧✐❝❤ ♠✐t ❞❡♠ ❩ö❣❧✐♥❣❡ st❡ts ✐♥ ❞❡r ❙♣r❛❝❤❡ ❞❡s ❍❡r③❡♥s ③✉ r❡❞❡♥✳✑ ✭❉❘✳ ▲❊❈❍❊❘▼❆◆◆✱
❈❤❛r❛❦t❡r❜✐❧❞ ❉♦♥ ❇♦s❝♦s ♥❛❝❤ ❏♦❤❛♥♥ ▲❡♠♦②♥❡✱ ❆♠❜❡r❣ ✶✾✷✶✱ ♣✳ ✺✵✮✳ ■♥ ✶✾✻✻ ❑✳●✳ ❋✐s❝❤❡r tr✐❡❞
t❤❡ ❢♦❧❧♦✇✐♥❣✿ ✏❉❛s Prä✈❡♥t✐✈s②st❡♠ ❡r♠❛❤♥t ❞❡♥ ❏✉❣❡♥❞❧✐❝❤❡♥ ❞❡r❛rt✱ ❞❛ss ❞❡r ❊r③✐❡❤❡r st❡ts ❞✐❡
❙♣r❛❝❤❡ ❞❡s ❍❡r③❡♥s r❡❞❞❡♥ ❦❛♥♥✑ ✭❋■❙❈❍❊❘✱ ❑✳●✳✱ ●✐♦✈❛♥♥✐ ❇♦s❝♦✱ Pä❞❛❣♦❣✐❦ ❞❡r ❱♦rs♦r❣❡✱ ♣✳
❑♦♥st✐t✉t✐♦♥❡♥ ✾✺✮✳ ■♥ t❤❡
✐t ❜❡❝❛♠❡✿ ✏✇❡♥❞❡t s✐❝❤ ❞❡r ❊r③✐❡❤❡r s♦ ❛♥ ❞❡♥ ❏✉❣❡♥❞❧✐❝❤❡♥✱ ❞❛ss ❡r
✐♠♠❡r ❞✐❡ ❙♣r❛❝❤❡ ❞❡s ❍❡r③❡♥s s♣r❡❝❤❡♥ ❦❛♥♥✳✑ ✭❑♦♥st✐t✉t✐♦♥❡♥ ✉♥❞ ❙❛t③✉♥❣❡♥✱ ✶✾✽✹✮✱ ♣✳ ✷✹✺✳ ❆❧❧
❛✈✈✐ss❛t♦ ❛✛❡③③✐♦♥❛t♦ t❤♦s❡ tr❛♥s❧❛t✐♦♥s ❛♥❞ ❛❧s♦ t❤❡ ❊♥❣❧✐s❤ ♦♥❡ ❤❛✈❡ ♣r❡❢❡rr❡❞ ✏
✑ t♦ ✏
✑✳
✶✹✻❈❢✳ ❇■❊❙▼❆◆❙✱ ❘✳✱ ❉❡ ❜r✐❡❢ ✉✐t ❘♦♠❡ ❛❛♥ ❞❡ ❥♦♥❣❡♥s✳ ✳ ✳ ✱ ♣♣✳ ✹✹✲✹✺✱ ✹✼✲✹✽✳ P❡r❤❛♣s ❛♥ ✐♥❝✐❞❡♥t ♦❢
s♦♠❡ ②❡❛rs ❛❣♦ ✐♥ ❋❧❛♥❞❡rs ♠❛② s❤❡❞ s♦♠❡ ❧✐❣❤t ♦♥ t❤❡ ❝❛s❡✳ ❆ ❣r❛♠♠❛r s❝❤♦♦❧ ♣✉♣✐❧ ✇❛s ♥♦ ❧♦♥❣❡r
s♦ ♣❧❡❛s❡❞ ✇✐t❤ ❤✐s s❝❤♦♦❧ ❛❢t❡r ❛ ❝♦✉♣❧❡ ♦❢ ②❡❛rs✳ ❍❡ s✇✐t❝❤❡❞ t♦ ❛ s❡❝♦♥❞❛r② t❡❝❤♥✐❝❛❧ ✐♥ ❛ ❉♦♥
❇♦s❝♦ ❙❝❤♦♦❧✳ ❆❢t❡r ♦♥❡ ♦r t✇♦ ❞❛②s ❤❡ ❝❛♠❡ ❤♦♠❡ ❛❢t❡r s❝❤♦♦❧ ✐♥ q✉✐t❡ ❛ ❣♦♦❞ ♠♦♦❞✳ ❚❤✐s ♠❛❞❡
✶✵✶

11.2 Page 102

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❜♦②s ✭✐♥ ✶✽✽✹✮ ♠❛② ✏r❡❛❧✐③❡ ❬❣r❛s♣✱ ❢❡❡❧✱ ❡①♣❡r✐❡♥❝❡ ✇✐t❤ t❤❡✐r ✇❤♦❧❡ ❜❡✐♥❣❪ t❤❡② ❛r❡ ❜❡✐♥❣
❧♦✈❡❞✳✑ ❚❤❡② ✐♥ t✉r♥ ❝❛♥ ❡①♣r❡ss t❤❡♥ t❤❛t t❤❡② ❛r❡ ❣❧❛❞ ❛♥❞ ❤❛♣♣② ❤❡ ✐s ✇✐t❤ t❤❡♠ ❛♥❞
t❤❡② ♦✛❡r ❤✐♠ ❛✛❡❝t✐♦♥✳ ❚❤❛t ✐s ✇❤② ✐t s❡❡♠s t♦ ♠❡ ✐♥❝♦♠♣r❡❤❡♥s✐❜❧❡ t❤❛t t❤❡ r❡♠✐♥❞❡r
♦❢ ✏❝♦♥✈❡rs✐♥❣ ❝♦♥t✐♥✉♦✉s❧②✑ ❛s ❛♥ ❡①❛♠♣❧❡ ❛♥❞ st❛♥❞❛r❞ t♦ ❜❡ ❢♦❧❧♦✇❡❞ ❞♦❡s ♥♦t ❛♣♣❡❛r
♦r ❤❛s ♥♦t ❜❡❡♥ ✐♥❝❧✉❞❡❞ ✐♥ t❤❡ ❝✐r❝✉❧❛r t♦ t❤❡ ❝♦♥❢r❡r❡s✳ P❡r❤❛♣s s♦♠❡t❤✐♥❣ ♦❢ ✏❝♦♥t✐♥✉✲
♦✉s✑ ❛♥❞ ♣❛rt✐❝✉❧❛r❧② ✏❝♦♠♠♦♥✑ ❤❛❞ ❛❧r❡❛❞② ❜❡❡♥ s✉❣❣❡st❡❞ ✐♥ ♠❛♥✉s❝r✐♣t ❈✱ ✐♥ ■t❛❧✐❛♥✱
❡s♣❡❝✐❛❧❧② ❜② t❤❡ ♣❧✉r❛❧ ♦❢ ✏t❤❡✐r r❡❝r❡❛t✐♦♥✬✱ t❤❡✐r ♣❡r✐♦❞s ♦❢ r❡❝r❡❛t✐♦♥✳
❚❤❡ ❛✛❡❝t✐♦♥ ♦❢ t❤❡ ❜♦②s ❜❡❢♦r❡ ✶✽✼✵ ✇❛s t❤❡ s♦rt ♦❢ ❛✛❡❝t✐♦♥ ❜② ✇❤✐❝❤ t❤❡② s♣♦♥t❛✲
♥❡♦✉s❧② ❜❡❝❛♠❡ ♦♣❡♥✲❤❡❛rt❡❞✱ ✏♦♣❡♥❡❞ ✉♣ t❤❡✐r ❤❡❛rts ❢✉❧❧② t♦ t❤❡ ❙✉♣❡r✐♦rs t❤❡② ❧♦✈❡❞
❛♥❞ ♦❜❡②❡❞✑ t♦ s❛② ✐t ✇✐t❤ t❤❡ ✈❡r② ✜rst ✇♦r❞s ♦❢ ❉♦♥ ❇♦s❝♦ ✭✮✳ ❆♥❞ ✐♥ t❤✐s ✈❡rs✐♦♥✿
✏❲❡ ❤❛❞ ♥♦ s❡❝r❡ts ❢r♦♠ ②♦✉✳✑ ❖♣❡♥✲❤❡❛rt❡❞♥❡ss ✐s t❤❡ ♣r♦♦❢ ♦❢ ❛ ✈❡r② ❣r❡❛t✱ ✉♥❧✐♠✐t❡❞
tr✉st ❛♥❞ t♦ ❉♦♥ ❇♦s❝♦ ✐t ✐s ❛❝t✉❛❧❧② t❤❡ ♠♦st ✈❛❧✉❛❜❧❡ ❡✛❡❝t ♦❢ ❤✐s ❣r❛t✉✐t♦✉s✱ ❧♦✈✐♥❣
♣r❡s❡♥❝❡ ❛♠♦♥❣ t❤❡ ②♦✉♥❣st❡rs✳ ■t ✐s t❤❡ ♣r♦♦❢ ♦❢ ❤✐s ❡❞✉❝❛t✐♦♥ ✇✐t❤ ❛♥❞ ❢r♦♠ t❤❡ ❤❡❛rt✳
❚❤✐s ❛✛❡❝t✐✈❡ ❧♦✈❡ ✐s ❢✉rt❤❡r♠♦r❡ s♦ ❜✐❣ ❛♥❞ str♦♥❣ ✐t ✐s ❛ ❞❡t❡r♠✐♥✐♥❣ ❢❛❝t♦r ❢♦r ❧✐❢❡✳ ■t
✐s s♦ ❞❡t❡r♠✐♥✐♥❣ ✐t ❧❡❛❞s ❇✉③③❡tt✐ t♦ s❛② ✐♥❞❡❡❞✿ ■t ✇❛s ✏❛ ♣❡r✐♦❞ ♦❢ ✇❤✐❝❤ ✇❡ ❤❛✈❡ ❢♦♥❞
♠❡♠♦r✐❡s✳✑ ■t ✐s ❛ str✐❦✐♥❣ tr❛♥s♣♦s✐t✐♦♥ ♦❢ ✇❤❛t ❉♦♥ ❇♦s❝♦ ❤❛❞ ✇r✐tt❡♥ ②❡❛rs ❜❡❢♦r❡✿ ✏s♦
t❤❛t ❛♥ ❡❞✉❝❛t♦r ❝❛♥ ❛❧✇❛②s s♣❡❛❦ t♦ t❤❡♠ ✐♥ t❤❡ ❧❛♥❣✉❛❣❡ ♦❢ t❤❡ ❤❡❛rt✱ ♥♦t ♦♥❧② ❞✉r✐♥❣
t❤❡ t✐♠❡ ♦❢ t❤❡✐r ❡❞✉❝❛t✐♦♥ ❜✉t ❡✈❡♥ ❛❢t❡r✇❛r❞s✳✑ ✶✹✼
❚❤✉s t❤❛t ♣✐❡❝❡ ♦❢ ❇✉③③❡tt✐✬s ❝♦♠♠❡♥t ✐s t❤❡ ❦❡② ❢r❛❣♠❡♥t✳ ❚❤❡ ❛✛❡❝t✐✈❡ ❧♦✈❡ ✐s
r❡❝✐♣r♦❝❛❧✿ ❣✐✈✐♥❣ ❛♥❞ r❡❝❡✐✈✐♥❣✱ r❡❝❡✐✈✐♥❣ ❛♥❞ ❣✐✈✐♥❣✳ ❚❤✐s ♣❛rt✐❝✉❧❛r t②♣❡ ♦❢ ❧♦✈❡ ✐s
✇❤❛t ❇✉③③❡tt✐ ♠❡❛♥t ✇❤❡♥ ❤❡ s❛✐❞✿ ✏❲✐t❤ ❧♦✈❡✑ ✭✏ ❝♦❧❧✬❛♠♦r❡ ✑✮✳ ❆✛❡❝t✐✈❡ ❧♦✈❡ ✐s ✏t❤❡
❜❡st t❤✐♥❣✑ ✇❤✐❝❤ ✐s ♠✐ss✐♥❣✱ ❤♦✇❡✈❡r✱ ❛r♦✉♥❞ ❛♥❞ ✐♥ ✶✽✽✹✳ ■t ✐s ❡ss❡♥t✐❛❧ ✏t♦ r❡❛♥✐♠❛t❡
t❤❡ ❜♦②s✑✱ ✐✳❡✳ ✏t♦ ❣❡t ❜❛❝❦ t♦ t❤❡ ❧✐✈❡❧✐♥❡ss✳✳✳ ♦❢ t❤❡ ♦❧❞ ❞❛②s✳✑
❆ ♥✉♠❜❡r ♦❢ r❡❛❞❡rs ❛r❡ st✐❧❧ ❝♦♥✈✐♥❝❡❞ t❤❛t t❤❡ ❧❡tt❡r t♦ t❤❡ ❜♦②s ❡♠❡r❣❡❞ ❢r♦♠ ❛
s✐♠♣❧✐✜❝❛t✐♦♥ ♦❢ t❤❡ s♦✲❝❛❧❧❡❞ ❡①t❡♥❞❡❞ ♦r ❧♦♥❣ ✈❡rs✐♦♥✱ t❤❡ ❝✐r❝✉❧❛r t♦ t❤❡ ❙❛❧❡s✐❛♥s✳
◆♦t t❛❦✐♥❣ ✐♥t♦ ❛❝❝♦✉♥t ❛ ♥✉♠❜❡r ♦❢ ♦t❤❡r ❡❧❡♠❡♥ts ✇❤✐❝❤ ♠❛❦❡ s✉❝❤ ❛♥ ✐♥t❡r♣r❡t❛t✐♦♥
❤✐❣❤❧② ✉♥❧✐❦❡❧②✱ ✐t ❤❛s t♦ ❜❡ ✐♥❞✐❝❛t❡❞ ❤❡r❡ t❤❡r❡ ✇❛s ♥♦ r❡❛s♦♥ ❛t ❛❧❧ t♦ ❥✉st✐❢② ❛ ♣♦ss✐❜❧❡
♦♠✐ss✐♦♥ ♦❢ t❤❡ ❦❡② ❢r❛❣♠❡♥t✳ ❇✉③③❡tt✐✬s ❝♦♥s✐❞❡r❛t✐♦♥ ♦♥ ❛✛❡❝t✐♦♥ ♦♥ t❤❡ s✐❞❡ ♦❢ t❤❡
②♦✉♥❣st❡rs ❛s ❛ st❛♥❞❛r❞ ♦r ✏r✉❧❡✑ ✇♦✉❧❞ ❤❛✈❡ ❜❡❡♥ ❥✉st t❤❡ t❤✐♥❣ t♦ ✜t ✐♥ t❤❡ ❧❡tt❡r t♦
❤✐s ♠♦t❤❡r ❛s❦ ❤✐♠ ✐❢ ❤✐s ♥❡✇ s❝❤♦♦❧ ❡♥✈✐r♦♥♠❡♥t ♣❧❡❛s❡❞ ❤✐♠ s♦ ✇❡❧❧✳ ❨❡s ♠✉♠✱ ❤❡ r❡♣❧✐❡❞✳ ❚❤❡
t❡❛❝❤❡r ❛❞❞r❡ss❡❞ ♠❡ ❜② ♠② ❈❤r✐st✐❛♥ ♥❛♠❡✳ ■✬♠ ♥♦ ❧♦♥❣❡r ❛ ♥✉♠❜❡r✳
■t ✐s ✈❡r② ♠❡❛♥✐♥❣❢✉❧ t❤❛t ❙❛❧❡s✐❛♥s ✇❤♦ ❧❛t❡r ♦♥ st❛rt s♣r❡❛❞✐♥❣ t❤❡ ❧❡tt❡r t♦ t❤❡✐r ❱❛❧❞♦❝❝♦ ❝♦♥✲
❢r❡r❡s ❝❤♦♦s❡ ❛♥ ❡❞✐t✐♦♥ ✐♥ ✇❤✐❝❤ ✏❛♠♦r❡✑ ❤❛s ❜❡❡♥ r❡♣❧❛❝❡❞ ❜② ✏❛✛❡tt♦✑✿ ✏✉♥✬ ❡♣♦❝❛ ❝❤❡ r✐❝♦r❞✐❛♠
s❡♠♣r❡ ❝♦♥ ❛♠♦r❡✱ ♣❡r❝❤è ❧✬❛✛❡tt♦ ❡r❛ q✉❡❧❧♦ ❝❤❡ ❝✐ s❡r✈✐✈❛ ❞✐ r❡❣♦❧❛✳✑ ♣r❡❝✐s❡❧② ✐♥ t❤❡ ♣❤r❛s❡✿ ✏❜❡❝❛✉s❡
❈♦♥st✐t✉t✐♦♥s✳✳✳ t❤❡♥ ❧♦✈❡ ✇❛s t❤❡ r✉❧❡✳✑ ✭❈❢✳ t❤❡ tr❛♥s❧❛t✐♦♥ ✐♥
✱ ♣✳ ✷✺✽✮ ❚❤❛t ✐s t❤❡ ❝❛s❡ ✐♥ ✐♥t✳❛❧✳ ❊
■❱✱ ♣✳ ✷✻✹ ❛♥❞ ▼❇ ❳❱■■✱ ♣✳ ✶✶✵ ✇✐t❤ t❤❡ ❛❝❝✉r❛t❡ tr❛♥s❧❛t✐♦♥ ✐♥ ▼❇◆ ❳❱■■✱ ♣✳ ✼✷✳ ❆❝❝♦r❞✐♥❣ t♦
❛✛❡tt♦ ▲❛ ❧❡tt❡r❛✳ ✳ ✳ P✳ ❇r❛✐❞♦ t❤❡ t❡r♠ ✏
✑ ✐s str✐❝t❡r✱ ♠♦r❡ ♥❡✉tr❛❧ ❛♥❞ ❧❡ss ✇❛r♠✳ ✭❇❘❆■❉❖✱ P✳✱
✱ ♣✳
✶✾✮ ■t ♠❡❛♥s ✏❡♠♦t✐♦♥✑✳ ❱❡r② ❣❡♥❡r❛❧✳ ■❢ ✐t ✐s s♦✱ t❤❡ s✉❜st✐t✉t✐♦♥ ✐s ✐♥ ❧✐♥❡ ✇✐t❤ t❤❡ ♣r❡✈✐♦✉s ♦♥❡✿
❛✈✈✐s❛t♦✑ ✐♥st❡❛❞ ♦❢ ✏❛✛❡③✐♦♥❛t♦✑✳ ■❢ ✏❛✛❡tt♦✑ ❤♦✇❡✈❡r ✇❛s ❛ s②♥♦♥②♠ ♦❢ ✏❛✛❡③✐♦♥❡✑✱ ✏❛tt❛❝❝❛♠❡♥t♦
t❡♥❡r❡③③❛ ✭❛tt❛❝❤♠❡♥t✮✱ ✏
✑ ✭t❡♥❞❡r♥❡ss✮✱ ✐t ✇♦✉❧❞ ♠❡❛♥ t❤❛t t❤♦s❡ ✇❤♦ ♣✉t t❤❡ ❝❤❛♥❣❡ t❤r♦✉❣❤✱ ❝❛♣✲
❙✐♥♦♥✐♠✐ ❡ ❝♦♥tr❛r✐ t✉r❡❞ t❤❡ ❤❡❛rt ♦❢ ❇✉③③❡tt✐✬s st❛t❡♠❡♥t ✇❡❧❧ ✐♥ t❤❛t r❡s♣❡❝t✳ ✭❈❢✳ ❩❆◆■❈❍❊▲▲■✱
❛♠♦r❡✈♦❧❡③③❛ ❇♦❧♦❣♥❛✱ ✶✾✽✼✮✳ P✳ ❙t❡❧❧❛ ❢♦❧❧♦✇s t❤❡ s❛♠❡ tr❛✐♥ ♦❢ t❤♦✉❣❤t ✇❤❡♥ ❤❡ ❞❡s❝r✐❜❡s
❛s ✏t❤❡
❛tt✐t✉❞❡ ✭♦r t❤❡ ✇❛② ♦❢ ❞❡❛❧✐♥❣ ✇✐t❤✮ t❤r♦✉❣❤ ✇❤✐❝❤ ♦♥❡ s❤♦✇s ♣❡rs♦♥❛❧ s②♠♣❛t❤②✱ ♣❡rs♦♥❛❧ ❛✛❡❝t✐♦♥
❛✛❡tt♦ ▲❛
✮✱ ✉♥❞❡rst❛♥❞✐♥❣ ❛♥❞ ❝♦♠♣❛ss✐♦♥✱ ♣❛rt✐❝✐♣❛t✐♦♥ ✐♥ t❤❡ ♦t❤❡r ♣❡rs♦♥✬s ❧✐❢❡✳✑ ✭❙❚❊▲▲❆✱ P✳✱
❢❛♠✐❣❧✐❛ ❙❛❧❡s✐❛♥❛ r✐✢❡tt❡ s✉❧❧❛ ✈♦❝❛③✐♦♥❡ ♥❡❧❧❛ ❈❤✐❡s❛ ❞✐ ♦❣❣✐✱ ❚✉r✐♥✱ ❊❧❧❡ ❉✐ ❈✐✱ ✶✾✼✷✱ ♣✳ ✶✻✷✮✳✳
✶✹✼❇❖❙❈❖✱ ●✳✱ ■❧ s✐st❡♠❛ ♣r❡✈❡♥t✐✈♦✳✳✳✱ ♣✳✽✹✴✹✷✶✲✹✷✸✳ ❈♦♥st✐t✉t✐♦♥s✳✳✳✱ ♣✳ ✷✹✽✴✹✳
✶✵✷

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t❤❡ ❜♦②s✳ ❇✉t t❤❡ ❛✉t❤♦r ❤❛❞ ♥♦t ♠❛❞❡ ✐t ✉♣ ②❡t✳ ❚❤❛t t❤♦✉❣❤t ✇❛s ❛❧s♦ ♠✐ss✐♥❣ ✐♥
❛♥❞ ✳ ■t ♠✉st ❤❛✈❡ ❜❡❡♥ ✐♥tr♦❞✉❝❡❞ ✐♥t♦ t❤❡ t❡①t ❛t ❛ ❧❛t❡r st❛❣❡✳
❉♦♥ ❇♦s❝♦ ❝❛♥ ♦♥❧② ❝♦♥✜r♠ t❤❡ ❡✈♦❝❛t✐♦♥ ♦❢ t❤❡ ❤❛♣♣② ♣❛st ❛♥❞ ❇✉③③❡tt✐✬s ❝❧❛r✐❢②✐♥❣
✇♦r❞s ✇✐t❤ ❛ ♣♦✇❡r❢✉❧ ✏❨❡s✱ ✐♥❞❡❡❞✦✑ ▼♦r❡♦✈❡r t❤❡② ❡❧✐❝✐t ❢r♦♠ ❉♦♥ ❇♦s❝♦ t❤❡ ♥♦st❛❧❣✐❝
r❡✢❡❝t✐♦♥ ❢r♦♠ ✇❤✐❝❤ ✐s ♦❜✈✐♦✉s t❤❛t t❤❡ t②♣❡ ♦❢ ❛✛❡❝t✐✈❡ ❧♦✈❡ ✇❤✐❝❤ ✐s ♠❡❛♥t✱ ❤❛s ♥♦t❤✐♥❣
t♦ ❞♦ ✇✐t❤ s❡♥t✐♠❡♥t❛❧ s❤♦✇ ♥❡✐t❤❡r ❢r♦♠ ❉♦♥ ❇♦s❝♦ ♥♦r ❢r♦♠ t❤❡ ❜♦②s✳✶✹✽ ❚❤❡② ❡♥❥♦②❡❞
❥♦✐♥✐♥❣ ❤✐♠✳ ❚❤❡② ❧♦✈❡❞ ❜❡✐♥❣ ✇✐t❤ ❤✐♠✳ ❇✉t ❢✉♥❞❛♠❡♥t❛❧❧② t❤✐s ❝♦✉❧❞ ❤❛♣♣❡♥ ❜❡❝❛✉s❡
t❤❡② ❢❡❧t✱ ♥❛② t❤❡② ✏❦♥❡✇✑ ❡①♣❡r✐❡♥❝❡❞❤❡ ❧♦✈❡❞ t❤❡♠ ❛♥❞ ❛ss✐st❡❞ t❤❡♠ ✈❡r② ✇❡❧❧ ✇✐t❤
❛❧❧ ❤✐s ❤❡❛rt✳ ✏❚❤❡② ✉s❡❞ t♦ r✉s❤ t♦ ❣❡t ♥❡❛r ❤✐♠ ❛♥❞ t❛❧❦ t♦ ❤✐♠❀ t❤❡② ✇❡r❡ ❛♥①✐♦✉s
t♦ ❤❡❛r ❤✐s ❛❞✈✐❝❡ ❛♥❞ ♣✉t ✐t ✐♥t♦ ♣r❛❝t✐❝❡✳✑ ✶✻❆♥❞✱ ✐❢ ♦♥❡ ❝♦✉❧❞ ♣✉t ✐t t❤❛t ✇❛②✱ ❤❡
♠❛❞❡ ❢✉❧❧ ✉s❡ ♦❢ t❤❡✐r ❛tt❛❝❤♠❡♥t✱ ♦♣❡♥✲❤❡❛rt❡❞♥❡ss ❛♥❞ t❤❡✐r ✈❡r② ❣r❡❛t tr✉st✱ ✏t♦ ❣✐✈❡
t❤❡♠ ❣♦♦❞ ❛❞✈✐❝❡✳✑ ✶✹✾ ❆❢t❡r ❛❧❧ ✐t ✇❛s ♥♦t r❡str✐❝t❡❞ t♦ t❤❡ s❛t✐s❢❛❝t✐♦♥ ❛♥❞ ❤❛♣♣✐♥❡ss ♦❢
❜❡✐♥❣ ❧♦✈❡❞ ♦♥ ❉♦♥ ❇♦s❝♦✬s s✐❞❡✳ ❆❧❧ t❤❡ s❛♠❡✱ ❤❡ ❞✐❞ ♥♦t ❤✐❞❡ t❤❛t t❤❡✐r ❛tt❛❝❤♠❡♥t
❛♥❞ ✇✐❧❧✐♥❣ ❝♦✲♦♣❡r❛t✐♦♥ ✇❡r❡ ❛ ❣r❡❛t s♦✉r❝❡ ♦❢ ❥♦②✿ ✏❊✈❡r②t❤✐♥❣ ✇❛s ❛ ❥♦② ❢♦r ♠❡ t❤❡♥✳✑
✶✻❖♥ t❤❡ ♦t❤❡r ❤❛♥❞ ❤❡ ❤❛❞ ❡①♣r❡ss❡❞ t❤❡ ✇✐s❤ t❤❡ ❜♦②s ✇♦✉❧❞ ♥♦t ❤❛♥❣ ❛r♦✉♥❞ ❤✐♠
s♦ ♠✉❝❤✳ ❍❡ ✇♦✉❧❞ ♣r❡❢❡r t❤❡♠ t♦ t❛❦❡ ♣❛rt ✐♥ t❤❡ ✇❤♦❧❡ r❡❝r❡❛t✐♦♥✳✶✺✵
❆♣♦❧♦❣✐❡s ❜② ❉♦♥ ❇♦s❝♦ ✶✻
❚❤❡ r❡✢❡❝t✐♦♥ ♦♥ t❤❡ ❤❛♣♣② ♣❛st ♠❛❦❡s ❤✐♠ r❡❛❧✐③❡ ❤❡ ❤✐♠s❡❧❢ ✐s ❤❛r❞❧② ♣❛ss✐♥❣ ❛♥② t✐♠❡
❛♠✐❞st t❤❡ ♣✉♣✐❧s ❤✐♠s❡❧❢ ♥♦✇✳ ❆t t❤❡ s❛♠❡ t✐♠❡ ❤❡ ✉♥❞❡rst❛♥❞s t❤✐s ❝♦♥t✐♥✉♦✉s ♣r❡s❡♥❝❡
✐s ♥♦ ❧♦♥❣❡r ♣♦ss✐❜❧❡ ❢♦r ❤✐♠✳ ❍❡ ✇♦✉❧❞ ❧✐❦❡ t♦ ❡①♣❧❛✐♥ t❤✐s ❛ ❧✐tt❧❡ ❜✐t✳ ❆♣♣♦✐♥t♠❡♥ts ♦r
✏t❤❡s❡ ♥❡✈❡r✲❡♥❞✐♥❣ ✐♥t❡r✈✐❡✇s✑✱ ❧♦♦❦✐♥❣ ❛❢t❡r ✏❜✉s✐♥❡ss ♠❛tt❡rs✑ ❛♥❞ ❤✐s ❞❡t❡r✐♦r❛t✐♥❣ ♦r
✏♣♦♦r ❤❡❛❧t❤✑ ♣r❡✈❡♥t ❤✐♠ ❢r♦♠ st❛②✐♥❣ ♣❡rs♦♥❛❧❧② ✇✐t❤ t❤❡ ❜♦②s✳ ❯♥❢♦rt✉♥❛t❡❧② t❤❡r❡
✐s ♥♦ ♦t❤❡r ❛❧t❡r♥❛t✐✈❡✳ ❈♦♥tr❛r② t♦ t❤❡ ✐♥tr♦❞✉❝t✐♦♥ ♦❢ t❤❡ ❧❡tt❡r t♦ t❤❡ ❜♦②s ❛♥❞ t❤❡
✐♥tr♦❞✉❝t✐♦♥ ♦❢ ✉♥✐t❡❞ ❝✐r❝✉❧❛r ❢♦r t❤❡ ❙❛❧❡s✐❛♥s t❤❡ ♠❛tt❡r ♦❢ ❤✐s ❤❡❛❧t❤ ✐s ♠❡♥t✐♦♥❡❞
❤❡r❡✳ ❚❤❡ ❛r❣✉♠❡♥ts ❛r❡ r❡❛s♦♥❛❜❧❡✱ ❜✉t t❤❡② ❛r❡ ❛❧s♦ ❛ ❦✐♥❞ ♦❢ ❛♣♦❧♦❣②✳
❇✉③③❡tt✐ ♣♦✐♥ts ♦✉t t❤❡ st✐❧❧ ❧❛st✐♥❣ r❡s♣♦♥s✐❜✐❧✐t② ♦❢ ❉♦♥ ❇♦s❝♦ ✶✻✲✶✼
❚❤❛t ✐s ✇❤② ❇✉③③❡tt✐ ✐s ✇✐❧❧✐♥❣ t♦ ❛❝❝❡♣t ❤✐s ❡①♣❧❛♥❛t✐♦♥✳ ❚❤❛t✬s ❛❧❧ ✏✇❡❧❧ ❛♥❞ ❣♦♦❞✑✱ ❤❡
s❛②s✳ ❆s ❉♦♥ ❇♦s❝♦✬s ❣♦♦❞ ❢r✐❡♥❞ ❤♦✇❡✈❡r✱ ❤❡ ❝❛♥♥♦t ❧❡t t❤❡ ♠❛tt❡r r❡st✳ ❚❤❡ s♦✉♥❞
✶✹✽❈❢✳ ❋♦♦t♥♦t❡ ✶✹✵ ✐♥ t❤✐s ❝❤❛♣t❡r✳ ❈❢✳ t❤❡ t❡st✐♠♦♥② ♦❢ ❛ ♣❛st ♣✉♣✐❧ ✐♥ ✶✽✻✼✳ ❍❡ ✇r♦t❡✿ ✏❋♦r ■ ♥♦t✐❝❡❞
②♦✉ ❤❛✈❡ ❛❧✇❛②s ❧♦✈❡❞ ♠❡ ❛♥❞ s❤♦✇ ❛ ❝❡rt❛✐♥ ❛✛❡❝t✐♦♥ ❢♦r ♠❡✱ ✇❤✐❝❤ ✐s ♥♦t ♣❛rt✐❝✉❧❛r ❜✉t ❞✐✈✐♥❡✳✳✳
❨♦✉ ❤❛✈❡ ♥❡✈❡r ❢♦r❣♦tt❡♥ ♠❡ ❛♥❞ ■ s❤♦✉❧❞ ❧✐❦❡ t♦ t❤❛♥❦ ②♦✉ s✐♥❝❡r❡❧② ❢♦r ✐t ❜② t❤✐s s❤♦rt ♥♦t❡✳✑
❘✐❝♦r❞✐ ❡ r✐✢❡ss✐ ❆♥❞✿ ✏✇❤❡♥ ■ ♥♦t✐❝❡❞ t❤❛t ②♦✉ st✐❧❧ ❧♦✈❡ ♠❡ ✇✐t❤ ❛❧❧ ②♦✉r ❤❡❛rt✳✑ ✭▼❖❚❚❖✱ ❋r✳✱
❞✐ ✉♥✬❡❞✉❝❛③✐♦♥❡ r✐❝❡✈✉t❛✳ ❯♥ ❡①❛❧❧✐❡✈♦ ❞❡❧ ♣r✐♠♦ ❖r❛t♦r✐♦ s❝r✐✈❡ ❛ ❉♦♥ ❇♦s❝♦✱ ❘❙❙✱ ❱■ ✭✶✶✮✱ ♣♣✳
✸✻✸✱ ✸✻✺✳ ■s t❤❛t t❤❡ ♠❡❛♥✐♥❣ ❛s ✇❡❧❧ ♦❢ t❤✐s r❡✢❡❝t✐♦♥✿ ✏❊❛❝❤ ♦♥❡ ♦❢ t❤❡♠ ❜❡❝❛♠❡ s♦ ✇✐❧❧✐♥❣ t♦ ♠❡
t❤❛t t❤❡② ♥♦t ♦♥❧② ❧✐st❡♥❡❞ ✈❡r② ✇❡❧❧ t♦ ♠② ♦r❞❡rs✱ ❜✉t ✇❡r❡ ❛❝t✉❛❧❧② ✈❡r② ❦❡❡♥ ♦♥ ❣❡tt✐♥❣ ❛ ❝❡rt❛✐♥
t❛s❦✑❄ ❆♥❞ ❢✉rt❤❡r✿ ✏▼② ♣✉♣✐❧s✬ ♦❜❡❞✐❡♥❝❡ ❛♥❞ ❛✛❡❝t✐♦♥ ❛❝t✉❛❧❧② ❜♦r❞❡r❡❞ ♦♥ ♠❛❞♥❡ss✳✑ ✭❇❖❙❈❖✱
●✳✱ ▼❡♠♦r✐❡ ❞❡❧ ❖r❛t♦r✐♦✳✳✳✱ ♣♣✳ ✶✹✻✴✷✾✶✲✷✾✸ ❛♥❞ ✷✾✼✲✷✾✽✳ ❈❢✳ ❢♦♦t♥♦t❡ ✾✻ ✐♥ t❤✐s ❝❤❛♣t❡r✳
✶✹✾❈❢✳ ❢♦♦t♥♦t❡ ✶✸✽ ✐♥ t❤✐s ❝❤❛♣t❡r✳
✶✺✵▼❇ ❱■✱ ♣✳ ✽✽✾❀ ❊▼❇ ❱■✱ ♣✳ ✺✷✺✳ ❇■❊❙▼❆◆❙✱ ❘✳✱ ❉❡ ❜r✐❡❢ ❛❛♥ ❞❡ ❥♦♥❣❡♥s✳ ✳ ✳ ✱ ♣✳ ✹✶✳ ❈❢✳ ✐♥ t❤✐s
❝❤❛♣t❡r ❢♦♦t♥♦t❡ ✶✵✸✳
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11.4 Page 104

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❛r❣✉♠❡♥ts s❤♦✉❧❞ ❜❡ ♥♦ ❡①❝✉s❡ t♦ s✐t ❜❛❝❦✱ ❞♦ ♥♦t❤✐♥❣ ❛♥❞ s❤❛❦❡ ♦✛ ❛❧❧ r❡s♣♦♥s✐❜✐❧✐t②✳
❉♦♥ ❇♦s❝♦ ❤❛s ❛ ♥❡✇ r❡s♣♦♥s✐❜✐❧✐t②✱ ✇❤✐❝❤ ❤❛s ❛❞❛♣t❡❞ ✐ts❡❧❢ t♦ t❤❡ ❝❤❛♥❣❡❞ ❝✐r❝✉♠st❛♥❝❡s
♦❢ ❧✐❢❡✳ ■t ✐s ✐♥❞❡❡❞ ✐♠♣♦ss✐❜❧❡ t♦ st❛② ✐♥ t❤❡ ♠✐❞st ♦❢ t❤❡ ②♦✉♥❣st❡rs ❛s ❤❡ ✉s❡❞ t♦ ❞♦✳
❍❡ ❝❛♥ ❤♦✇❡✈❡r ✏✐♥s✐st✑✱ ❡✈❡♥ ✏❞❡♠❛♥❞✑ t❤❛t ❤✐s ❝♦✲✇♦r❦❡rs ❞❡❛❧ ✇✐t❤ t❤❡ ❜♦②s t❤❡ ✇❛②
❤❡ ✉s❡❞ t♦ ❞♦✳ ❚❤❡ ✈❡r❜s ❛r❡ ♥♦t ✇❡❛❦ ❛t ❛❧❧✳ ✏❈♦♠♠❛♥❞✑✱ ❛s ✐♥ t❤❡ ❛♥❞ ❡❞✐t✐♦♥s
❤❛s ❜❡❝♦♠❡ ♥♦✇ ✏❞❡♠❛♥❞✑✳ ❚❤❡ ❤❡❛rt ♦❢ t❤❡ ♠❛tt❡r ✐s t❤❡ ✇❛② ♦❢ ❞❡❛❧✐♥❣ ✇✐t❤ t❤❡ ❜♦②s✿
✏t❤❛t t❤❡② tr❡❛t t❤❡ ❜♦②s ❛s ②♦✉ ✉s❡❞ t♦ ❞♦✑ ✏❛s ②♦✉ ✉s❡❞ t♦ ❞❡❛❧ ✇✐t❤ t❤❡♠✳✑ ❍❡ ✐s
st✐❧❧ ♠❛❦✐♥❣ ✉s❡ ♦❢ t❤❡ r❡s♣❡❝t❢✉❧✱ ②❡t s♦♠❡✇❤❛t ❞✐st❛♥t ♣♦❧✐t❡ ❢♦r♠ ♦❢ ❵②♦✉✬✳■t r❡♠✐♥❞s
♦♥❡ ♦❢ ✏❛♠♦♥❣ t❤❡ ❜♦②s✑ ✐♥ t❤❡ ❜r♦❛❞ s❡♥s❡ ♦❢ t❤❡ ✇♦r❞✱ ✐✳❡✳ ✐♥❝❧✉❞✐♥❣ ❡✈❡r②t❤✐♥❣✳ ❚❤❡
✉s❡ ♦❢ t❤❡ ✇♦r❞ ✏❞❡♠❛♥❞✑ ♦r ✏r❡q✉✐r❡✑ ❤❛s ❛ ❤❛r❞ r✐♥❣ ❛❜♦✉t ✐t✳ ❚❤❡ ✉♥❞❡r❧②✐♥❣ q✉❡st✐♦♥
✐ts❡❧❢ ❵✇❤② ❤❡ ❞✐❞ ♥♦t ❞♦ ✐t✬ ❤❛s ❛♥ ❡✈❡♥ ❤❛r❞❡r r✐♥❣✳
❉♦♥ ❇♦s❝♦✬s ✈❡❤❡♠❡♥t ❝♦✉♥t❡r✲♣❧❡❛ ❛♥❞ ❜✐tt❡r ❞✐s❛♣♣♦✐♥t♠❡♥t ✶✼
❉♦♥ ❇♦s❝♦ r❡❛❝ts ✈❡❤❡♠❡♥t❧② t♦ ❇✉③③❡tt✐✬s q✉❡st✐♦♥✱ ✇❤✐❝❤ ♠✉st ❤❛✈❡ ♠❛❞❡ t❤❡ ✐♠♣r❡s✲
s✐♦♥ ♦❢ ❛♥ ✉♥❞✐s❣✉✐s❡❞ r❡♣r♦❛❝❤✿ ✏■ s♣❡❛❦✱ ■ t❛❧❦ t✐❧❧ ■✬♠ ❜❧✉❡ ✐♥ t❤❡ ❢❛❝❡✳✑ ❚❤✐s ✈❡❤❡♠❡♥❝❡
r❡❝❛❧❧s ❛♥ ❛❞❞r❡ss t♦ t❤❡ ❙❡❝♦♥❞ ●❡♥❡r❛❧ ❈❤❛♣t❡r✱ ❡s♣❡❝✐❛❧❧② ✐ts ✐♥tr♦❞✉❝t✐♦♥✿ ✏❆ ♥❡①t
✐ss✉❡ ✇❡ s❤♦✉❧❞ t❛❝❦❧❡ ❛♥❞ ❞❡❞✐❝❛t❡ ♦✉rs❡❧✈❡s t♦✱ ✐s t❤❡ s♣✐r✐t ♦❢ ❈❤❛r✐t② ❝❛r✐tà ❛♥❞
❣❡♥t❧❡♥❡ss ❞♦❧❝❡③③❛ ✑✿ ❦✐♥❞♥❡ss✱ ❛✛❛❜✐❧✐t②✱ ❝❤❛r♠♦❢ ❙t ❋r❛♥❝✐s ❞❡ ❙❛❧❡s✳ ■t ✐s ✇❡❛❦❡♥✐♥❣
✇✐t❤ ✉s ❛♥❞ ❛s ❢❛r ❛s ■ ❤❛✈❡ ❜❡❡♥ ❛❜❧❡ t♦ ♥♦t✐❝❡ ✐♥ s❡✈❡r❛❧ ❤♦✉s❡s✱ ✐t ✐s ♣❛rt✐❝✉❧❛r❧② ❞❡✲
❝r❡❛s✐♥❣ ✐♥ t❤❡ s❝❤♦♦❧s✳✑ ✶✺✶ ❚❤❛t ♠♦♠❡♥t t♦♦ ❤❡ s♣♦❦❡ ♣❧❛✐♥❧②✳ ❚❤❡♥ t♦♦ ❤❡ ✏✇❛s t❛❧❦✐♥❣
t✐❧❧ ❤❡ ✇❛s ❜❧✉❡ ✐♥ t❤❡ ❢❛❝❡✳✑
■♥ ✶✽✽✹✱ ❤♦✇❡✈❡r✱ ❤❡ ❤❛s ②❡t t♦ ❛❝❦♥♦✇❧❡❞❣❡ ❜✐tt❡r❧② t❤❛t ✏❜✉t ✉♥❢♦rt✉♥❛t❡❧② ♠❛♥②
❛r❡ ♥♦ ❧♦♥❣❡r ✇✐❧❧✐♥❣ t♦ ✇♦r❦ ❛s ❤❛r❞ ❛s ✇❡ ✉s❡❞ t♦✳✑ ❚❤❡ ❡❞✐t♦r ❦❡❡♣s ❢♦❝✉s✐♥❣ ♦♥ t❤❡
✇♦r❞ ✏♠❛♥②✑✳ ▼♦r❡♦✈❡r✱ t❤❡ ♣❤r❛s❡ ✏♥♦ ❧♦♥❣❡r ✇✐❧❧✐♥❣✑ ♦r ❡✈❡♥ str♦♥❣❡r ✏♥♦t ❤❛✈❡ ❛♥②
❞❡s✐r❡ ❧❡❢t✑ ❣❡ts ❛♥ ❛❞❞✐t✐♦♥❛❧ t♦✉❝❤ ♦❢ ✐♥❝r✐♠✐♥❛t✐♦♥ ❛♥❞ ❣✉✐❧t② ✈❡r❞✐❝t ❜② t❤❡ ♣❤r❛s❡
✏✉♥❢♦rt✉♥❛t❡❧②✑✳ ❖♥ t❤❡ ✇❤♦❧❡ ❉♦♥ ❇♦s❝♦✬s r❡❛❝t✐♦♥ s♦✉♥❞s ❡✈❡♥ ✜❡r❝❡r ✐♥ t❤❡ ❞❡✜♥✐t✐✈❡
❡❞✐t✐♦♥ ♦❢ t❤❡ ♣❧❛♥♥❡❞ ❝✐r❝✉❧❛r t♦ t❤❡ ❝♦♥❢r❡r❡s ❜❡❝❛✉s❡ t❤❡ ❡①❝✉s✐♥❣ ❝✐r❝✉♠st❛♥❝❡ ♦❢
❛♥❞ ❤❛s ❜❡❡♥ ❞r♦♣♣❡❞✳ ❚❤❡r❡ ✐t s❛✐❞✱ ✐♥ t❤❡ ✐♥tr♦❞✉❝t✐♦♥✿ ✏■ s♣❡❛❦✳ ✳ ✳ ✱ ❜✉t ❜❡ s✉r❡ ■
t♦♦ s❡❡ ❤♦✇ t❤❡ t❡❛❝❤❡rs ❛♥❞ ❛ss✐st❛♥ts ✭✮ r❡s♣❡❝t✐✈❡❧② t❤❡ t❡❛❝❤❡rs ✭✮ ❛r❡ t✐r❡❞ ❢r♦♠
t❡❛❝❤✐♥❣ ✭✮ ❛♥❞ ✇❤❛t ❛ ♣✐t② ✐t ✐s t❤❡② ♥♦ ❧♦♥❣❡r ❢❡❡❧ ❛❜❧❡ t♦ ♠❛❦❡ t❤❡ ❢♦r♠❡r ❡✛♦rts
✮✳✑ ✶✺✷ ✶✼
✶✺✶■ ❱❡r❜❛❧✐ ❞❡❧ ❈● ✷✳ ❈♦♣✐❛ ♣✉❧✐t❛ ❞✐ ❉♦♥ ❇❛r❜❡r✐s✱ ❋❞❇ ✶✽✺✼ ❈ ✾✲ ✶✽✺✼ ❊ ✶✷✳ ❘❖❈❍❖❲■❆❑✱ ❏✳✱ ■❧
❈❛♣✐t♦❧♦ ❣❡♥❡r❛❧❡ ✷❀ ♣✳ ✶✵✼ ❛♥❞ ♣✳ ✶✵✳ ❈❢✳ ❛❧s♦ ❇■❊❙▼❆◆❙✱ ❘✳✱ ❆♠♦r❡✈♦❧❡③③❛✳ ✳ ✳ ✱ ♣✳ ✶✵✵✳ ❈❢✳
❢♦♦t♥♦t❡s ✹✽ ❛♥❞ ✶✸✷ ✐♥ t❤✐s ❝❤❛♣t❡r✳ ❉✉r✐♥❣ ❤✐s ❝❛♥♦♥✐❝❛❧ ✈✐s✐t t♦ t❤❡ ▲❛♥③♦ ❤♦✉s❡ ❉♦♥ ❇♦s❝♦ ❢❡❧t
✐t ❤✐s ❞✉t② t♦ ♥♦t❡✿ ✏❲♦✉❧❞ ✐t ♣❧❡❛s❡ t❤❡ r❡❝t♦r t♦ ♠♦r❡ ♦❢t❡♥ ❝♦♥✈❡rs❡ ✇✐t❤ t❤❡ ❜♦②s ❛♥❞ ❣❡t t♦
❦♥♦✇ t❤❡✐r s♣✐r✐t✉❛❧ ❛♥❞ t❡♠♣♦r❛❧ ♥❡❡❞s ❛♥❞ s♦ ♣r❡✈❡♥t ❝❧✐q✉✐s❤♥❡ss ❛♥❞ ❛tt❡♠♣ts t♦ t♦ ❣❡t ❛✇❛②✳✑
✭❇❘❆■❉❖✱ P✳✱ ❉♦♥ ▼✐❝❤❡❧❡ ❘✉❛ ♣r✐♠♦ ❛✉t♦❞✐❞❛tt❛ ✏❱✐s✐t❛t♦r❡✑ ❙❛❧❡s✐❛♥♦✱ ❘❙❙✱ ✶✻✱ ■❳✱ ♥✶✱ ✶✾✾✵✱
♣✳ ✶✻✵✴✺✷✽✲✺✷✾✳
✶✺✷■♥ t❤❡ tr❛♥s❧❛t✐♦♥ ♦❢ t❤❡ ❛♥❞ ❈ ❡❞✐t✐♦♥s t❤❡ ♣❤r❛s❡ ✏t♦ ❢❡❡❧ ✉♥❛❜❧❡ t♦✴♥♦t ❢❡❡❧ ✉♣ t♦✑ ❝❛♥ ❜❡ ❥✉st✐✜❡❞
❜❡❝❛✉s❡ ❢❛t✐❣✉❡ ❝❛♥ r❡❛❧❧② ❜❡ ❛♥ ♦❜st❛❝❧❡✳ ■♥ t❤❡ ❞❡✜♥✐t❡ ✈❡rs✐♦♥ ✇❤❡r❡ ❡①❝✉s❡s ❛r❡ ♥♦ ❧♦♥❣❡r ❛❧❧♦✇❡❞✱
♠♦❧t✐ ♥♦♥ s✐ s❡♥t♦♥♦ ♣✐ù ❞✐ ❢❛r ❧❡ ❢❛t✐❝❤❡ ❞✐ ✉♥❛ ✈♦❧t❛ ✏ ✐s tr❛♥s❧❛t❡❞ ❛s ✏♥♦t ❡✈❡r②♦♥❡ ♥♦✇❛❞❛②s ❢❡❡❧s
❧✐❦❡ ✇♦r❦✐♥❣ ❛s ❤❛r❞ ❛s ✇❡ ✉s❡❞ t♦✑✳ ✭❈♦♥st✐t✉t✐♦♥s✳✳✳✱ ♣✳ ✷✺✽✳✮ ■♥ t❤❡ ❋r❡♥❝❤ s♣❡❛❦✐♥❣ r❡❣✐♦♥s t❤❡②
st✐❝❦ t♦ ✏❜❡❛✉❝♦✉♣ ♥❡ s❡ s❡♥t❡♥t ♣❧✉s ❧❛ ❢♦r❝❡ ❞❡ s✉♣♣♦rt❡r ❧❡s ❢❛t✐❣✉❡s ❞✬❛✉tr❡❢♦✐s✳✑ ✭❈♦♥st✐t✉t✐♦♥s ❡t
❘è❣❧❡♠❡♥ts✑✱ ♣✳ ✷✹✼✮✳ ❚❤❡ ●❡r♠❛♥ s♣❡❛❦✐♥❣ ♣❡♦♣❧❡ ❤❛✈❡ ❝❤♦s❡♥ ✏✜♥❞❡♥ ✈✐❡❧❡ s✐❝❤ ♥✐❝❤t ♠❡❤r ❜❡r❡✐t✳✑
❑♦♥st✐t✉t✐♦♥❡♥ ✉♥❞ ❙❛t③✉♥❣❡♥✱ ♣✳ ✷✺✼✮✳
✶✵✹

11.5 Page 105

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◆♦ ♠♦r❡ ❡①❝✉s❡s ❤❡r❡✳ ❚❤❡② ❥✉st ❤❛✈❡ t♦ r❡❛❧✐③❡ t❤❛t t❤❡② ❤❛✈❡ ❝♦♠♠✐tt❡❞ t❤❡♠s❡❧✈❡s
t♦ ✐♠♣❧❡♠❡♥t✐♥❣ ❤✐s ❡❞✉❝❛t✐♦♥❛❧ ♠❡t❤♦❞ ❛♥❞ t❤✐s r❡q✉✐r❡s ❝♦♥st❛♥t str♦♥❣ ❡✛♦rts✳ ❉♦♥
❇♦s❝♦ ❤❛❞ ♠❛❞❡ t❤❛t ❝❧❡❛r t♦ t❤❡♠ t❤r♦✉❣❤ ❤✐s ▲✐tt❧❡ ❚r❡❛t✐s❡ ♦♥ t❤❡ Pr❡✈❡♥t✐✈❡ ❙②st❡♠
❛t ✜rst ✐♥ ❛ s♦rt ♦❢ ❝♦✈❡r✲✉♣✿ ❬❚❤❡ ♣r❡✈❡♥t✐✈❡ s②st❡♠❪ ❝♦♥t❛✐♥s ❛ ❢❡✇ ♦❜st❛❝❧❡s✱ ✐✳❡✳ ✏❙♦♠❡
♠❛② s❛② t❤❛t t❤✐s s②st❡♠ ✐s ❞✐✣❝✉❧t ✐♥ ♣r❛❝t✐❝❡✳✑ ❇✉t ❛❢t❡r✇❛r❞s ❤❡ s♦✉♥❞s ✈❡r② ♦♣❡♥
❛♥❞ ❝❧❡❛r✿ ✏❆♥ ❡❞✉❝❛t♦r✳✳✳ s❤♦✉❧❞ ❜❡ r❡❛❞② t♦ ❢❛❝❡ ❡✈❡r② ❞✐✣❝✉❧t② ❛♥❞ ❢❛t✐❣✉❡ ✐♥ ♦r❞❡r
t♦ ❛tt❛✐♥ ❤✐s ♦❜❥❡❝t✱ ✇❤✐❝❤ ✐s t❤❡ ❝✐✈✐❝✱ ♠♦r❛❧ ❛♥❞ ✐♥t❡❧❧❡❝t✉❛❧ ❡❞✉❝❛t✐♦♥ ♦❢ ❤✐s ♣✉♣✐❧s✳✑ ✶✺✸
❚❤❡r❡ ✇❛s ♥♦ ❧❛❝❦ ♦❢ ❝❧❛r✐t② ♦r ✐♥s✐st❡♥❝❡ t❤❡♥✳ ◆❡✐t❤❡r ✇❛s t❤❡r❡ ❛♥② ♦♥ ❋r ▲❛③③❡r♦✬s
♣❛rt✱ ✇❤♦ t♦♦❦ ❉♦♥ ❇♦s❝♦✬s t❡①t ✐♥ ❤❛♥❞ r❡❣✉❧❛r❧②✳ ❚❤✐s ✐s ❝❧❡❛r ❢r♦♠ t❤❡ ✜rst ❝❤❛♣t❡r
❢r♦♠ t❤❡ r❡❝♦♠♠❡♥❞❛t✐♦♥s ❛♥❞ ❝♦♥❝❧✉s✐♦♥s ♦❢ t❤❡ ♠❡❡t✐♥❣s ❤❡ ♣r❡s✐❞❡❞✳
❈♦♥❝❧✉s✐♦♥ ❜② ●✳ ❇✉③③❡tt✐ ❛♥❞ ♣r♦♠✐s✐♥❣ r❡♣❡t✐t✐♦♥ ♦❢ ❤✐s ♣♦✐♥t ♦❢ ✈✐❡✇ ✶✼
❇✉③③❡tt✐ ❤❛s ❧✐tt❧❡ ❞❡❢❡♥❝❡ ❛❣❛✐♥st t❤❛t ❛r❣✉♠❡♥t❛t✐♦♥✳ ■❢ t❤❛t ✐s t❤❡ ❝❛s❡✱ ❤❡ ❝❛♥ ♦♥❧②
❝♦♥❝❧✉❞❡ t❤❛t ✏t❤❡②✑✱ ✐✳❡✳ t❤❡ ♠❛♥②✱ ❛r❡ ✇r♦♥❣ ❛♥❞ ❡✈❡♥ st✉♣✐❞✳ ✏❚❤❡② ♥❡❣❧❡❝t t❤❡ ❧❡ss❡r
♣❛rt✑ ❛♥❞ s♦ ✏t❤❡② ✇❛st❡ t❤❡ ❣r❡❛t❡r✳✑
❚❤❡ ♠❡❛♥✐♥❣ ♦❢ t❤❡ ❧❛tt❡r s❡♥t❡♥❝❡ ✐s ♥♦t ✐♠♠❡❞✐❛t❡❧② ❛♣♣❛r❡♥t✳ ❚❤❡ ■t❛❧✐❛♥ ❝♦♠♣❛r❛✲
t✐✈❡ ✏❧❡ss❡r✑ ❝♦♥tr❛sts ✇✐t❤ t❤❡ s✉♣❡r❧❛t✐✈❡ ✏♠♦st ✐♠♣♦rt❛♥t✑✱ ✇❤✐❝❤ ❛❝❝♦r❞✐♥❣ t♦ ❇✉③③❡tt✐
❝♦♥s✐sts ♦❢ ✏❛❧❧ t❤❡ ✇♦r❦ t❤❡ ❡✛♦rtst❤❡② ♣✉t ✐♥✳✑ ■♥ t❤❡ t♦t❛❧ ♣✐❝t✉r❡ t❤✐s ♥♦ ❞♦✉❜t r❡❢❡rs
t♦ t❤❡ ❞❡♠❛♥❞✐♥❣ ❛❝t✐✈✐t✐❡s ♦❢ ✏t❤❡✐r st✉❞② ❛♥❞ ✇♦r❦✑ ❢r♦♠ t❤❡ ♣❧❡❛ ❉♦♥ ❇♦s❝♦ ❤❛❞ ❞❡✲
❢❡♥❞❡❞ t❤❡♠ ✇✐t❤ ❥✉st ❛ ✇❤✐❧❡ ❛❣♦✳ ■♥ ♦t❤❡r ✇♦r❞s ✐t r❡❢❡rs t♦ t❤❡✐r ❡♥♦r♠♦✉s ❞❡✈♦t✐♦♥ ❛t
t❤❡ ❡①♣❡♥s❡ ♦❢ ✏t❤❡✐r ②♦✉t❤✳✑ ■t r❡♠✐♥❞s ✉s ♦❢ t❤❡✐r ❝♦♠♠✐t♠❡♥t ✇❤✐❝❤ ❉♦♥ ❇♦s❝♦ ❜♦❧❞❧②
❛♥❞ ❝❛♥❞✐❞❧② ❝♦♠♣❛r❡❞ ✇✐t❤ ♠❛rt②r❞♦♠✳ ✶✷■♥ ♠❛♥✉s❝r✐♣t ✐t ✇❛s st❛t❡❞ ✐♥ ❛❧❧ ❝❧❛r✲
✐t②✿ ✏❛♥❞ t❤✐s ❣r❡❛t❡r t❤✐♥❣✑✱ ♦r ♠♦r❡ ❛❝❝✉r❛t❡❧②✿ ✏♠♦st ✐♠♣♦rt❛♥t t❤✐♥❣✑✱ ❤❛♣♣❡♥s t♦ ❜❡
♣r❡❝✐s❡❧② ✏t❤❡✐r ❡✛♦rts✳✑ ✶✼✏❚❤✐s ❣r❡❛t❡r t❤✐♥❣✑ ♦r ♠♦r❡ ♣r❡❝✐s❡❧② ✏t❤✐s ♠♦st ✐♠♣♦rt❛♥t
t❤✐♥❣✑ ❬❈❢✳ t❤❡ tr❛♥s❧❛t✐♦♥ ✐♥ ❊▼❇ ❳❱■■✱ ♣✳ ✽✾✿ ✏❙♦ ❜② ♥❡❣❧❡❝t✐♥❣ t♦ ❞♦ ✇❤❛t ❝♦sts t❤❡♠
❧❡❛st✱ t❤❡② ❧♦s❡ ✇❤❛t ✐s ♠♦st ✐♠♣♦rt❛♥t✱ ❛♥❞ ✇❛st❡ ❛❧ t❤❡✐r ❡✛♦rts t❤❡r❡❜②✳✑ ❪ ♠❡❛♥s ❵t❤❡✐r
❛❝t✐✈❡ ❈❤r✐st✐❛♥ ❧♦✈❡ ❝❛r✐tà ❢♦r t❤❡ ❜♦②s✬✳ ❆s ❛ ❝♦✉♥t❡r♣❛rt ✏t❤❡ ❧❡❛st t❤✐♥❣✑ ✐s t❤❡♥
♦❜✈✐♦✉s❧② ✏t❤❡ ♣r❡s❡♥❝❡ ❛♠✐❞st t❤❡ ❜♦②s✑ ✐♥❝❧✉❞✐♥❣ ❡✈❡r②t❤✐♥❣ r❡q✉✐r❡❞ t♦ ✐♠♣❧❡♠❡♥t t❤❡
♣r❡✈❡♥t✐✈❡ s②st❡♠✳ ❚❤❡ ✏❧❡❛st t❤✐♥❣✑ ❛❝t✉❛❧❧② ❝♦♥s✐sts ✐♥ t❤❡ ❡①♣r❡ss✐♦♥s ♦❢ ❛✛❡❝t✐✈❡ ❧♦✈❡✱
♣❛rt✐❝✉❧❛r❧② t❤❡ s②♠♣❛t❤✐③✐♥❣✱ ✐♥t❡r❡st❡❞ ♣r❡s❡♥❝❡ ❛♠♦♥❣ t❤❡ ❜♦②s✳
■❢ t❤❛t ♠❡❛♥t t❤❡ ❧❡❛st ✐♠♣♦rt❛♥t t❤✐♥❣ ✈❡rs✉s t❤❡ ♠♦st ✐♠♣♦rt❛♥t ♦♥❡✱ t❤❡ ❝♦♥tr❛st
❞♦❡s ♥♦t ❛❣r❡❡ ✇✐t❤ t❤❡ ♣r❡✈✐♦✉s ❧✐♥❡ ♦❢ t❤♦✉❣❤t ♥♦r ✇✐t❤ t❤❡ ♣♦✐♥t ♦❢ ✈✐❡✇ ✇❤✐❝❤ ❢♦❧❧♦✇s✳
✶✺✸❇❖❙❈❖✱ ●✳✱ ■❧ s✐st❡♠❛ ♣r❡✈❡♥t✐✈♦✳✳✳✱ ♣✳ ✾✵✴✺✵✻✲✺✵✽✳ ❈♦♥st✐t✉t✐♦♥s✳✳✳✱ ♣✳ ✷✺✶✳ ❙t✐❧❧✱ t❤❡ q✉❡st✐♦♥
r❡♠❛✐♥s ❥✉st✐✜❡❞ ✇❤❡t❤❡r t❤❡ ♥❡❣❧❡❝t ♦❢ t❤❡✐r t❛s❦ ✇❛s ♦♥❧② ❛ ♠❛tt❡r ♦❢ ❢❛t✐❣✉❡ ♦r ♦♥❡ ♦❢ ✐♥❞♦❧❡♥❝❡✳
▼✐❣❤t ✐t ♥♦t ❤❛✈❡ ❜❡❡♥ ❛ ♠❛tt❡r ♦❢ ♣r✐♥❝✐♣❧❡ ✇✐t❤ s♦♠❡❄ ❏✉st ❧✐❦❡ s♦♠❡ ❞✐♦❝❡s❛♥ ♣r✐❡sts ❛♥❞ s✉♣❡r✐♦rs
❤❛❞ ❜❡❡♥ ❛❣❛✐♥st ✐t❄ ❲❤❛t ▼♦♥s✳ ●❛❡t♦♥❡ ❚♦rt♦♥❡ ✇r♦t❡ t♦ ❘♦♠❡ ✐♥ ✶✽✻✽ ♠❛② ✇❡❧❧ ✐❧❧✉str❛t❡ t❤✐s✿ ✏■
❤❛✈❡ ✈✐s✐t❡❞ t❤✐s ♣❧❛❝❡ ❬t❤❡ ❖r❛t♦r② ✐♥ ❱❛❧❞♦❝❝♦❪ s❡✈❡r❛❧ t✐♠❡s ❞✉r✐♥❣ r❡❝r❡❛t✐♦♥ t✐♠❡✳ ■ ♠✉st ❝♦♥❢❡ss
t❤❛t ✐t ♠❛❞❡ ❛❧✇❛②s ❛ ♣❛✐♥❢✉❧ ✐♠♣r❡ss✐♦♥ ✇❤❡♥ ■ s❛✇ t❤♦s❡ ❝❧❡r✐❝s ♠✐①✐♥❣ ✇✐t❤ t❤❡ ❜♦②s ✇❤♦ ❛tt❡♥❞❡❞
❝❧❛ss❡s t♦ ❜❡❝♦♠❡ ❛ t❛✐❧♦r✱ ❛ ❝❛r♣❡♥t❡r✱ ❛ s❤♦❡♠❛❦❡r ❡t❝✳ ❚❤♦s❡ ❝❧❡r✐❝s ✇❡r❡ r✉♥♥✐♥❣✱ ♣❧❛②✐♥❣✱ ❥✉♠♣✐♥❣
❛♥❞ ❡✈❡♥ ❣❡tt✐♥❣ ❛ ❜✉♠♣ ♦♥ t❤❡✐r ❤❡❛❞s s♦♠❡t✐♠❡s ✇✐t❤ ❧✐tt❧❡ ❞✐❣♥✐t② ♦♥ t❤❡ ♦♥❡ ❤❛♥❞ ❛♥❞ ❧✐tt❧❡ ♦r
♥♦ r❡s♣❡❝t ♦♥ t❤❡ ♦t❤❡r ❤❛♥❞✳ ❚❤❡ ❣♦♦❞ ❉♦♥ ❇♦s❝♦✳ ✳ ✳ ♣❛②s ❧✐tt❧❡ ❛tt❡♥t✐♦♥✳ ✳ ✳ ✮ t♦ ✐♠♣r❡ss✐♥❣ ♦♥
t❤❡♠ t❤♦s❡ ♣r❡❞✐❝❛♠❡♥ts ❢♦r ❞✐❣♥✐t② ♦❢ t❤❡ st❛t❡ t❤❡② ✇❡r❡ ❛s♣✐r✐♥❣ t♦✳✑ ✭❙❚❊▲▲❆✱ P✳✱ ❉♦♥ ❇♦s❝♦
♥❡❧❧❛ st♦r✐❛ ❞❡❧❧❛ r❡❧✐❣✐♦s✐tà ❝❛tt♦❧✐❝❛✱ ✈♦❧✳ ■✱ ❩ür✐❝❤✱ P❆❙✲❱❡r❧❛❣✱ ✶✾✻✽✱ ♣✳ ✶✺✵✳✮
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■♥❞❡❡❞✱ ❤❡ ♦♥❝❡ ♠♦r❡ ❢♦r♠✉❧❛t❡s t❤❡ ❝♦♥tr♦✈❡rs✐❛❧ ♣♦✐♥t ♦❢ ✈✐❡✇ ♦❢ ❛ ♠♦♠❡♥t ❜❡❢♦r❡✱ ✐✳❡✳
t❤❛t ✏t❤❡ ❜♦②s ♥❡❡❞ t♦ ❦♥♦✇ ❛♥❞ ❡①♣❡r✐❡♥❝❡ t❤❛t t❤❡② ❛r❡ ❧♦✈❡❞ t❤r♦✉❣❤ t❤❡ ♣❛rt✐❝✐♣❛t✐♦♥
♦❢ t❤❡ ❡❞✉❝❛t♦rs ✐♥ t❤❡ t❤✐♥❣s t❤❡ ❜♦②s ❧✐❦❡ t♦ ✇❤✐❝❤ t❤❡✐r ✐♥❝❧✐♥❛t✐♦♥s t❡♥❞✳✑ ❍❡ ❞♦❡s
s♦ ❜② r❡s✉♠✐♥❣ t❤❛t t❤♦✉❣❤t ✐♥ t❤❡ ❢♦❧❧♦✇✐♥❣ ✇❛②✿ ✏▲❡t t❤❡♠ ❧✐❦❡ ✇❤❛t ♣❧❡❛s❡s t❤❡
②♦✉♥❣st❡rs✳✑ ❚❤✐s ❦✐♥❞ ♦❢ ❧♦✈❡ r❡♠❛✐♥s t❤❡ ❤❡❛rt ♦❢ t❤❡ ♠❛tt❡r✱ t❤❡ ❜❡st t❤✐♥❣ t❤❛t ✇❛s
♠✐ss✐♥❣ ✶✷❛♥❞ t❤❡r❡❢♦r❡ ❛❧s♦ t❤❡ ♠♦st ✐♠♣♦rt❛♥t✳ ■t ❢♦❧❧♦✇s t❤❛t t❤❡ ❝♦♥t❡♥t ♦❢ t❤❡
✏❧❡❛st ✈✳ ♠♦st✑ ♦r ✏s♠❛❧❧❡r ✈✳ ♠♦st ✐♠♣♦rt❛♥t✑ ❝♦♥tr❛st ✐s ♦♥❧② ♠❡❛♥✐♥❣❢✉❧ ✐❢ ✐t ✐s ♠❡❛♥t
✐r♦♥✐❝❛❧❧②✳ ❚❤✐s ♠❡❛♥s ✐t ❤❛s t♦ ❜❡ ✐♥t❡r♣r❡t❡❞ ❛♥❞ ✉♥❞❡rst♦♦❞ ❛s ❛♥ ✐r♦♥✐❝❛❧ r❡♥❞❡r✐♥❣ ♦❢
❜♦t❤ t❤❡ ❝♦♥✈✐❝t✐♦♥ ❛♥❞ ♠✐st❛❦❡ ♦❢ ♠❛♥② ❙❛❧❡s✐❛♥s✳ ❆❝❝♦r❞✐♥❣ t♦ ❇✉③③❡tt✐✬s ❥✉❞❣❡♠❡♥t
t❤❡② t❤✐♥❦ ❛♥❞ ❛❝t ✐♥❝♦rr❡❝t❧② ❛s ✐❢ ❛❝t✐✈❡✱ ♣❡r❢♦r♠✐♥❣✱ s❡❧❢✲❡✛❛❝✐♥❣ ❈❤r✐st✐❛♥ ❧♦✈❡ ✐s t❤❡
♠♦st ✐♠♣♦rt❛♥t t❤✐♥❣ ♦♥ t❤❡ ♦♥❡ ❤❛♥❞ ❛♥❞ ❛✛❡❝t✐✈❡✱ ❡♠♣❛t❤✐❝✱ s②♠♣❛t❤✐③✐♥❣ ❦✐♥❞♥❡ss
t❤❡ s♠❛❧❧❡r✱ ✐♥❞❡❡❞ t❤❡ ❧❡ss ✐♠♣♦rt❛♥t t❤✐♥❣ ♦♥ t❤❡ ♦t❤❡r✳
❲❡ ❝♦✉❧❞ ✐♥t❡r♣r❡t t❤❡ ❝♦♥tr❛st ❤♦✇❡✈❡r ❛❧s♦ ✐♥ t❤❡ ❢♦❧❧♦✇✐♥❣ ✇❛②✿ t❤❡ s♦✲❝❛❧❧❡❞ ✏s♠❛❧❧✲
❡st✑✱ t❤❡ ❧❡❛st t❤✐♥❣ ✐s ❛❝t✉❛❧❧② ✇❤❛t r❡q✉✐r❡s t❤❡ ❧❡❛st ❡✛♦rt✱ ✐✳❡✳ ✇❤✐❝❤ ✐s t❤❡ ❡❛s✐❡st
♦❜❥❡❝t t♦ r❡❛❧✐③❡✳ ❆♥❞ t❤❛t ✐s t❤❡ ✇❛② ♦❢ ❞❡❛❧✐♥❣ ✇✐t❤ t❤❡ ②♦✉♥❣st❡rs ✐♥ ❉♦♥ ❇♦s❝♦✬s
s♣✐r✐t✱ ❛ ✇❛② ✇❤✐❝❤ ♠❛♥② ❞♦ ♥♦t ❢✉❧❧② ✈❛❧✉❡ ❛♥❞ ❝♦♥s❡q✉❡♥t❧② ♥❡❣❧❡❝t✳ ■♥ t❤❛t ❝❛s❡ t❤❡
s♦✲❝❛❧❧❡❞ ✏♠♦r❡✴♠♦st✑ ♦r ✏♠♦st ✐♠♣♦rt❛♥t✑ ✐s ❡✈❡r②t❤✐♥❣ t❤❛t r❡q✉✐r❡s ❛ ❧♦t ♦❢ ❡✛♦rts✱
✈❡r② ❤❡❛✈② str❛✐♥ ❛♥❞ ❡✈❡♥ ✐♥✈♦❧✈✐♥❣ ♣❤②s✐❝❛❧ ❛♥❞ ♣s②❝❤✐❝❛❧ ❢❛t✐❣✉❡✳ ▼❛♥② ❤♦✇❡✈❡r ❡st✐✲
♠❛t❡ t❤✐s ❛❜s♦❧✉t❡❧② ♥❡❝❡ss❛r② ❛♥❞ ❤✐❣❤❧② ✈❛❧✉❛❜❧❡✳ ❘❡❛❧✐t②✬s ✐r♦♥② ❤♦✇❡✈❡r s❤♦✇s t❤❛t
✏t❤❡ ♠♦r❡✴♠♦st✑ ✐s ✉s❡❧❡ss ✐❢ ✐t ✐s ♥♦t ❝♦♠❜✐♥❡❞ ✇✐t❤ ✏t❤❡ ❧❡❛st✑✳
❚❤❡ ❜❡♥❡✜❝✐❛❧ ❡✛❡❝t ♦❢ ❛❝t✐♦♥ ❛❝❝♦r❞✐♥❣ t♦ ✐♥s✐❣❤t ✕ ❝♦♥s✐st✐♥❣ ♦❢ t❤❡ r❡✈❡rs✐♦♥ ♦❢ t❤❡
♣r♦♣♦rt✐♦♥❛❧ ✈❛❧✉❡ ❜❡t✇❡❡♥ ❜♦t❤ ❦✐♥❞s ♦❢ ❡❞✉❝❛t✐♦♥❛❧ ❧♦✈❡ ✕ ✐s ❛ ♠♦r❡ ❛❣r❡❡❛❜❧❡ ❛♥❞
❧✐❣❤t❡r ❧✐❢❡ ❢♦r t❤❡ t❡❛❝❤❡rs✱ ❛ss✐st❛♥ts ❛♥❞ s✉♣❡r✐♦rs✳ ❇✉③③❡tt✐ ✈♦✐❝❡s ✐t ❛s ❢♦❧❧♦✇s✿ ✏t❤❡
②♦✉♥❣st❡rs ✇✐❧❧ ❝♦♠❡ t♦ ❧✐❦❡ ✇❤❛t ♣❧❡❛s❡s t❤❡ s✉♣❡r✐♦rs✳✑ ✶✼❚❤❡ ❡①♣❡r✐❡♥❝❡ ♦❢ ♠✉t✉❛❧
❧♦✈❡ ✇✐❧❧ ♣✉t t❤❡ ✐❝✐♥❣ ♦♥ t❤❡ ❝❛❦❡✿ t❤❡ ❞❛✐❧② ❡✛♦rts ❛♥❞ ✏❢❛t✐❣✉❡✑✱ ✇❤✐❝❤ s❤♦✉❧❞ r❡❛❧❧②
♥♦t ❜❡ ✉♥❞❡rr❛t❡❞✱ ✏✇✐❧❧ ❜❡ ❧✐❣❤t t♦ ❜❡❛r✑✳ ■t ✐s ❛ ♣r♦♠✐s✐♥❣ ♣❡rs♣❡❝t✐✈❡✳
❖❜s❡r✈✐♥❣ t❤❡ ✶✽✽✹ r❡❝r❡❛t✐♦♥ s❝❡♥❡ ❛❣❛✐♥ t❤✉s ❜❡❝♦♠❡s ❛ r❡❛s♦♥ t♦ ♣r♦✈❡ ❛♥❞ ❡❧❛❜♦r❛t❡
t❤❡ ♠❛✐♥ ✐❞❡❛ ♦r t❤❡ ❦❡② ❢r❛❣♠❡♥t ✐♥ t❤❡ ❝♦♠♠❡♥t ❣✐✈❡♥ ❛❢t❡r t❤❡ ✜rst ✈✐❡✇ ♦❢ t❤❡ s❛♠❡
r❡❝r❡❛t✐♦♥ s❝❡♥❡✳
▲♦♦❦✐♥❣ ❛t ♠❛♥✉s❝r✐♣t ❇✱ ②♦✉ ❝❛♥ s❡❡ t❤❛t ❛❢t❡r ❇✉③③❡tt✐✬s ♣r♦♠✐s✐♥❣ ❝♦♥❝❧✉s✐♦♥✱
▲❡♠♦②♥❡ ❤❛❞ ❉♦♥ ❇♦s❝♦ ❛s❦ t❤❡ ♥♦r♠❛❧ q✉❡st✐♦♥✿ ✏❆♥❞ ✇❤❛t t❤❡♥ ✐s ✬t❤❡ s♠❛❧❧❡st t❤✐♥❣✬
♦r ✬t❤❡ ❧❡❛st t❤✐♥❣✬ ❄✑ ✶✽■♥ t❤❡ ✜rst ✈❡rs✐♦♥ ❇✉③③❡tt✐ ✇❛s ❛❧❧♦✇❡❞ t♦ ❛♥s✇❡r ❜r✐❡✢② ❛♥❞
❝♦♥❝✐s❡❧②✿ ✏❋❛♠✐❧✐❛r✐t②✦✑ ❆s ❝♦♥❝✐s❡❧② ❛s ❜❡❢♦r❡✿ ✏❈♦❧❧✬❛♠♦r❡ ✑ ✭❲✐t❤ ❧♦✈❡✴❛✛❡❝t✐♦♥✮✳ ✶✶
❚❤❡ r❡s❡♠❜❧❛♥❝❡ ✐♥ st②❧❡ ❣✐✈❡s ❛ ❢♦r❡t❛st❡ ♦❢ ✇❤❛t ❤❡ ♠❡❛♥s ❜② t❤❡ ✉♥✉s✉❛❧ ❝♦♥❝❡♣t✳ ❋❛✲
♠✐❧✐❛r✐t② ❛♥❞ ❧♦✈❡ ✭❛✛❡❝t✐♦♥✮ s❡❡♠ t♦ ❜❡ t✇♦ ✇♦r❞s ❢♦r t❤❡ s❛♠❡ r❡❛❧✐t② t❤❡r❡✳ ❲❤❡♥ t❤❡
✇♦r❞ ✬❢❛♠✐❧✐❛r✐t②✬ ✇❛s ✉s❡❞ ✐♥ ♠❛♥✉s❝r✐♣t ❢♦r t❤❡ ✜rst t✐♠❡✱ ♣❛r❛❧❧❡❧ ✇✐t❤ ♠❛♥✉s❝r✐♣t
✱ ❉♦♥ ❇♦s❝♦ ✇❛s ❛❧❧♦✇❡❞ t♦ ❛s❦ t❤❡ ❢♦❧❧♦✇✐♥❣ q✉❡st✐♦♥✿ ✏❲❤❛t ❛♠ ■ t♦ r❡❝♦♠♠❡♥❞
t❤❡♥ t♦ ♠② ❙❛❧❡s✐❛♥s❄✑ ❚♦ ✇❤✐❝❤ ❇✉③③❡tt✐ r❡♣❧✐❡❞✿ ✏❋❛♠✐❧✐❛r✐t② ✇✐t❤ t❤❡ ❜♦②s ♣❛rt✐❝✉✲
❧❛r❧② ❞✉r✐♥❣ r❡❝r❡❛t✐♦♥ t✐♠❡✳✑ ❯s✐♥❣ t❤✐s t❡rs❡ ♣❤r❛s❡ ❤❡ t❛❦❡s ✉♣ ❛♥ ✐♠♣♦rt❛♥t ✐❞❡❛ ❢r♦♠
❱❛❧❢rè✬s ❝♦♠♠❡♥t ❛♥②✇❛②✳ ■♥ t❤❡ ❞❡✜♥✐t✐✈❡ t❡①t ✭✮ ❝♦♥t❛✐♥✐♥❣ r❡✢❡❝t✐♦♥s ❛ttr✐❜✉t❡❞ t♦
❇✉③③❡tt✐✱ t❤❡ ❝♦♥❝❡♣t ♦❢ ❢❛♠✐❧✐❛r✐t② ✐s ❤✐❣❤❧✐❣❤t❡❞ s✐❣♥✐✜❝❛♥t❧②✳ ❚❤❛t ✐s ✇❤② ■ s❤❛❧❧ ❞✇❡❧❧
♦♥ t❤✐s ✐♥ t❤❛t ✜♥❛❧ ❝♦♥t❡①t✱ ✐✳❡✳ ❛❢t❡r ❛♥ ✉♥❡①♣❡❝t❡❞ ✐♥t❡rr✉♣t✐♦♥ ♦❢ ❤✐s ❝♦♠♠❡♥t❛r②✳
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✸✳✹✳✹ ■♥s❡rt✐♦♥ ✐♥t❡rr✉♣t✐♥❣ t❤❡ tr❛✐♥ ♦❢ t❤♦✉❣❤t ❬✶✼✲✶✽❪
■♥st❡❛❞ ♦❢ ✐♠♠❡❞✐❛t❡❧② ❢♦❝✉ss✐♥❣ ♦♥ t❤❡ ❝♦♥t❡♥t ❛♥❞ t❤❡ ♠❡❛♥✐♥❣ ♦❢ t❤❡ ❝♦♥❝❡♣t ♦❢
❢❛♠✐❧✐❛r✐t②✱ t❤❡ ❛✉t❤♦r ♦❢ ✐♥t❡rr✉♣ts t❤❡ ♥❛t✉r❛❧ ❝♦✉rs❡ ✇❤✐❝❤ ❤❛❞ ❜❡❡♥ ✐♥❞✐❝❛t❡❞
str❛✐❣❤t❢♦r✇❛r❞❧② ✐♥ ✳ ❲✐t❤♦✉t ❛♥② tr❛♥s✐t✐♦♥ ♣❤r❛s❡ ❇✉③③❡tt✐ s✉❞❞❡♥❧② ❝♦♠❡s ✉♣ ✇✐t❤
❛ r❡♣❧② t♦ ❛ q✉❡st✐♦♥ ✇❤✐❝❤ ❤❛❞ ❡✈❡♥ ♥♦t ❜❡❡♥ ❛s❦❡❞ ❜❡❢♦r❡✳ ❏✉❞❣✐♥❣ ❢r♦♠ t❤❡ ❜❡❣✐♥♥✐♥❣
♦❢ t❤❛t ❢r❛❣♠❡♥t✱ ♦♥❡ ♠❛② s✉♣♣♦s❡ ❛ q✉❡st✐♦♥ ❤❛❞ ❜❡❡♥ ❛s❦❡❞ ❛❜♦✉t t❤❡ ♣r❡s❡♥t✲❞❛②
❝❤❛♥❣❡ ✐♥ t❤❡ ❖r❛t♦r②✳ ❚❤❡ ❛✉t❤♦r ❤❛s ❇✉③③❡tt✐ r❡♣❧② t♦ t❤❡ ❝♦♥❝❡❛❧❡❞ q✉❡st✐♦♥ s✐♠♣❧②
✇✐t❤ ❛ ♣❛rt ♦❢ t❤❡ ❧❡tt❡r t♦ t❤❡ ❜♦②s✳ ❇❡❢♦r❡ ❜❡❣✐♥♥✐♥❣ t❤❛t ❢r❛❣♠❡♥t ✐♥ t❤❡ ❧❡tt❡r t♦ t❤❡
❜♦②s✱ ❉♦♥ ❇♦s❝♦ ❛s❦❡❞ t❤✐s q✉❡st✐♦♥ ✈❡r② ❞❡✜♥✐t❡❧②✿ ✏❲❤❡r❡ ❞♦❡s t❤❡ ❣r❡❛t ❞✐✛❡r❡♥❝❡
❜❡t✇❡❡♥ ❵t❤❡ ❜♦②s t❤❡♥✬ ❛♥❞ ❵t❤❡ ❜♦②s ♥♦✇✬ ❝♦♠❡ ❢r♦♠❄✑ ❍✐s q✉❡st✐♦♥ ✐♥ t❤❡ ❧❡tt❡r t♦
t❤❡ ❜♦②s ✜tt❡❞ ✐♥t♦ t❤❡ ❝♦♥str✉❝t✐♦♥ ♦❢ t❤❡ ❧❡tt❡r ✈❡r② ✇❡❧❧✳ ❇✉③③❡tt✐✬s ❡①♣❧❛♥❛t✐♦♥
✇❛s ❝♦♠♣❧❡t❡❧② ❛♥❞ ❝♦♥s✐st❡♥t❧② ❜❛s❡❞ ♦♥ ❞❛t❛ ❢r♦♠ ♠❛♥✉s❝r✐♣t ✱ ✇❤✐❝❤ ❤❛❞ s♦ ❢❛r ♥♦t
♣❧❛②❡❞ ❛♥② s✐❣♥✐✜❝❛♥t ♣❛rt ✐♥ t❤❡ ✐t❡♠ ❢♦r t❡❛❝❤❡rs ❛♥❞ ❛ss✐st❛♥ts✱ ♥♦r ✇♦✉❧❞ ✐t ❞♦ s♦ ✐♥
t❤❡ ❢♦❧❧♦✇✐♥❣ ♣❛❣❡s✳ ■t s✉✣❝❡s t♦ ❝♦♥s✉❧t t❤❡ s②♥♦♣t✐❝ t❛❜❧❡s t♦ ♥♦t✐❝❡ t❤✐s✳
▲❡♠♦②♥❡ ❞✐❞ ♥♦t r❡✲❛rr❛♥❣❡ t❤❡ s❡q✉❡♥❝❡ ♦❢ t❤♦✉❣❤ts ❢♦r t❤❡ ✉♥❡①♣❡❝t❡❞ ✐♥s❡rt✐♦♥ ✐♥t♦
t❤❡ ❡①t❡♥❞❡❞ ♦r ❝♦♠❜✐♥❡❞ ✈❡rs✐♦♥✳ ◆♦r ❞✐❞ ❤❡ ❥✉st✐❢② ♦r ❝❧❛r✐❢② t❤❡ ✐♥s❡rt✐♦♥ ❜② ❛♥ ❡①♣❧❛✲
♥❛t✐♦♥✳ ❈♦♠♣❛r✐♥❣ ❜♦t❤ t❡①ts ✐t ❜❡❝♦♠❡s ❝♦♥s♣✐❝✉♦✉s t❤❛t ❤❡ ❤❛s ❞❡❧❡t❡❞ ❛ r❡♠❛r❦❛❜❧❡
❢r❛❣♠❡♥t ❢r♦♠ t❤❡ ❧❡tt❡r t♦ t❤❡ ❜♦②s✳ ■t ✐s t❤❡ ♦♥❡ ❛❜♦✉t t❤❡ ❡✛❡❝t ♦❢ t❤❡ ❝♦♥t✐♥✉♦✉s✱
♥❡❛r ❛♥❞ ❞✐❛❧♦❣✉✐♥❣ ♣r❡s❡♥❝❡ ♦❢ ❉♦♥ ❇♦s❝♦✳ ✏❉♦ ②♦✉ r❡♠❡♠❜❡r t❤♦s❡ ✇♦♥❞❡r❢✉❧ ②❡❛rs
✇❤❡♥ ②♦✉✱ ❉♦♥ ❇♦s❝♦✱ ✇❡r❡ ❝♦♥st❛♥t❧② ❞❡❛❧✐♥❣ ✇✐t❤ ✉s❄ ■t ✇❛s ❛ ❤❡❛✈❡♥❧② ❢❡❛st ❛♥❞ ✇❡
❤❛❞ ♥♦ s❡❝r❡ts ❢♦r ②♦✉✳✑ ✶✻
❆ ❝♦♥s❡q✉❡♥❝❡ ♦❢ t❤❡ ♦t❤❡r✇✐s❡ ❧✐t❡r❛❧ ❝♦♣② ❢r♦♠ t❤❡ ❧❡tt❡r t♦ t❤❡ ❜♦②s ✭✮ ✐s t❤❛t
t❤❡ ❜❧❛♠❡ ✐s ♣✉t ♦♥ t❤❡ ❜♦②s✳ ❊✈❡♥ t❤❡ ❢✉❧❧ ❜❧❛♠❡✳ ■♥❞❡❡❞ ✐t r❡❛❞s ♥♦✇✿ ✏ ❚❤❡ ❝❛✉s❡ ✭❧❛
❝❛✉s❛✮ ♦❢ t❤❡ ♣r❡s❡♥t ❝❤❛♥❣❡✑ ✇❤❡r❡❛s ✐♥ t❤❡ ❧❡tt❡r t♦ t❤❡ ❜♦②s t❤❡ ❢♦r♠✉❧❛t✐♦♥ ✏❝❛✉s❡✑
❝❛✉s❛✮ ✇❛s ❝❛✉t✐♦✉s ❛♥❞ ✐♥❞❡✜♥✐t❡✳ ❚❤✐s ❜❧❛♠❡ ♦❜✈✐♦✉s❧② ❝♦♥tr❛sts str♦♥❣❧② ✇✐t❤ ✇❤❛t
❤❛s ❥✉st ❜❡❡♥ s❛✐❞ ✐♥ t❤❡ ❝♦♥✈❡rs❛t✐♦♥✱ ✇❤✐❝❤ ♣r❡❝✐s❡❧② ♣♦✐♥t❡❞ ❛t t❤❡ ❙❛❧❡s✐❛♥s ❛s t❤❡
♠❛✐♥ ❝❛✉s❡ ♦❢ t❤❡ ❝❤❛♥❣❡❞ ❜❡❤❛✈✐♦✉r ♦❢ t❤❡ ❜♦②s✳
❚❤❡ ❝❛✉s❡ ♦❢ t❤❡ ❝✉rr❡♥t ♠❛❧❛✐s❡ ✐s t♦ ❜❡ ❢♦✉♥❞ ✐♥ ❛ ♥✉♠❜❡r ♦❢ ❜♦②s ✶✼✲✶✽
❆❝❝♦r❞✐♥❣ t♦ t❤❡ ❜❡❣✐♥♥✐♥❣ ♦❢ t❤❡ ✐♥s❡rt✐♦♥ ❛♥❞ r❡♠❛✐♥✐♥❣ ❧♦②❛❧ t♦ t❤❡ ❧❡tt❡r t♦ t❤❡ ❜♦②s✱
t❤❡ ❞✐✛❡r❡♥❝❡ ❜❡t✇❡❡♥ t❤❡♥ ❛♥❞ ♥♦✇ ✐s ❛❢t❡r ❛❧❧ t♦ ❜❡ ♣✉t ♦♥ ❵❛ ❝❡rt❛✐♥ ♥✉♠❜❡r ♦❢ ❜♦②s✬
♦r ❛❝❝♦r❞✐♥❣ t♦ t❤❡ ❊♥❣❧✐s❤ tr❛♥s❧❛t✐♦♥ ✏♠❛♥② ♦❢ t❤❡ ❜♦②s✑✳ ❚❤❡s❡ ❜♦②s ❛r❡ ♥♦t✐❝❡❛❜❧❡ ❜②
t❤❡✐r ❧❛❝❦ ♦❢ ❝♦♥✜❞❡♥❝❡✳ ❖♥❡ ♠❛② s♣♦♥t❛♥❡♦✉s❧② ✐♠❛❣✐♥❡ t❤❛t t❤❡② ✇❡r❡ t❤❡ ✈❡r② ❜♦②s
✇❤♦ s❤✉♥♥❡❞ t❤❡ ❝♦♠♠♦♥ r❡❝r❡❛t✐♦♥ ❛♥❞ ❝❡rt❛✐♥❧② t❤♦s❡ ❜♦②s ✇❤♦ s❡❝❧✉❞❡❞ t❤❡♠s❡❧✈❡s
✐♥t♦ s♠❛❧❧ ❝❧✐q✉❡s✱ ✏t❛❧❦❡❞ t♦ ❡❛❝❤ ♦t❤❡r ✐♥ ❧♦✇ t♦♥❡s ❛♥❞ ❝❛st ❢✉rt✐✈❡ ❛♥❞ s✉s♣✐❝✐♦✉s
❣❧❛♥❝❡s ✐♥ ❡✈❡r② ❞✐r❡❝t✐♦♥✳✑ ✽✲✾❚❤✐s ❜❡❤❛✈✐♦✉r ♠❛❦❡s t❤❡♠ str✐❦✐♥❣❧② ❞✐✛❡r❡♥t ❢r♦♠
t❤❡ ❢♦r♠❡r ❜♦②s✱ ✇❤♦ ❤❛✈❡ ❜❡❡♥ q✉❛❧✐✜❡❞ t✇✐❝❡ ❛❧r❡❛❞② ❛s ❝❛♥❞✐❞ ❛♥❞ ♦♣❡♥✲❤❡❛rt❡❞ ❛♥❞
❝♦♥s❡q✉❡♥t❧② tr✉st✐♥❣ ❉♦♥ ❇♦s❝♦ ❛♥❞ t❤❡ s✉♣❡r✐♦rs ❤✐❣❤❧②✳ ❚❤✐s tr✉st ✇❛s ❡①♣r❡ss❡❞ t❤❡
✜rst t✐♠❡ ❜② ❱❛❧❢rè ❛t t❤❡ ❡♥❞ ♦❢ ❤✐s ❝♦♥s✐❞❡r❛t✐♦♥s✳ ■t ♦❝❝✉rr❡❞ ❢♦r t❤❡ s❡❝♦♥❞ t✐♠❡
✇❤❡♥ ❇✉③③❡tt✐ r❡♠✐♥❞❡❞ t❤❡♠ ♦❢ ✏❤❛✈✐♥❣ ♥♦ s❡❝r❡ts ❢r♦♠ ❉♦♥ ❇♦s❝♦✑ ✐♥ ❡❛r❧✐❡r ②❡❛rs✳
✶✻▼♦r❡♦✈❡r✱ ✏t❤❡② ✉s❡❞ t♦ ❧♦✈❡✑ t❤❡✐r t❡❛❝❤❡rs✱ ❛ss✐st❛♥ts ❛♥❞ s✉♣❡r✐♦rs ❛♥❞ ✏t❤❡② ❣❛✈❡
t❤❡♠ ♣r♦♠♣t ♦❜❡❞✐❡♥❝❡✳✑ ❬✶✼❪ ❆❧s♦ ❱❛❧❢rè ❤❛❞ ❞r❛✇♥ ❛tt❡♥t✐♦♥ t♦ ✏✇✐❧❧✐♥❣♥❡ss✑ ✳ ❉✉r✐♥❣
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t❤❡ t❛❧❦ ✇✐t❤ ❇✉③③❡tt✐ ❉♦♥ ❇♦s❝♦ ❤✐♠s❡❧❢ r❡❥♦✐❝❡❞ ❜❡❝❛✉s❡ ✏t❤❡ ❜♦②s ✉s❡❞ t♦ r✉s❤ t♦ ❣❡t
♥❡❛r t♦ ❤✐♠ ❛♥❞ ✇❡r❡ ❛♥①✐♦✉s t♦ ❤❡❛r ❤✐s ❛❞✈✐❝❡ ❛♥❞ ♣✉t ✐t ✐♥t♦ ♣r❛❝t✐❝❡✳✑ ✶✻
❚❤❡ ❛❝t✉❛❧ ❛♥❞ ♣r♦❢♦✉♥❞ ♠❡❛♥✐♥❣ ♦❢ t❤❡s❡ ♣♦s✐t✐✈❡ ❛tt✐t✉❞❡s ♦❢ tr✉st✱ ❧♦✈❡ ❛♥❞ ♣r♦♠♣t
♦❜❡❞✐❡♥❝❡ ✐s ❡①♣r❡ss❡❞ ✐♥ ❛ ♥❡❣❛t✐✈❡ ✇❛② t❤r♦✉❣❤ t❤❡ ❞✐s♣♦s✐t✐♦♥ ♦❢ t❤❡ ♣r❡s❡♥t✲❞❛②
❣❡♥❡r❛t✐♦♥ ♦❢ ❜♦②s✳ ■ ❤❛✈❡ t♦ ❛❞♠✐t ❛ ❝❡rt❛✐♥ ❣❡♥❡r❛❧✐③❛t✐♦♥ ✇❤❡♥ ■ ✉s❡ t❤❡ q✉❛❧✐✜❝❛t✐♦♥
✏t❤❡ ♣r❡s❡♥t✲❞❛② ❣❡♥❡r❛t✐♦♥ ♦❢ ❜♦②s✑✳ ■ ❞♦ s♦ ❤♦✇❡✈❡r t❛❦✐♥❣ t❤❡ t❡①t ❛s ❛ ❜❛s✐s✳ ❚❤❡
t❤❡ s✉♣❡r✐♦rs ❣❡♥❡r❛❧✐③❛t✐♦♥ ✐s ❜❛❝❦❡❞ ✉♣ ❜② ♣❤r❛s❡s s✉❝❤ ❛s ✏❜✉t ♥♦✇❛❞❛②s✑ ❛♥❞ ✏
❛❧s♦
t❤♦✉❣❤t ♦❢ ♣r❡❝✐s❡❧② ❛s s✉♣❡r✐♦rs ❣❡♥❡r❛❧✐③❡❞❛r❡
✳✑ P✉tt✐♥❣ t❤❡ s❡♥t❡♥❝❡ ✐♥ t❤❡ ❛❝t✐✈❡ ✈♦✐❝❡✱
✐t r❡❛❞s✿ ❤❡ ❜♦②s ✐♥ ❛ ✈❡r② ❜r♦❛❞ ❛♥❞ ❣❡♥❡r❛❧ s❡♥s❡❝♦♥s✐❞❡r t❤❡ s✉♣❡r✐♦rs ✏❛s s✉♣❡r✐♦rs✑✳✬
❉♦♥ ❇♦s❝♦ ❞✐❞ ♥♦t ♠❛❦❡ ❡①♣❧✐❝✐t ✇❤❛t ❤❡ ♠❡❛♥t ❜② t❤✐s ♣r❡❝✐s❡❧② ✐♥ t❤❡ tr❛✐♥ ♦❢ t❤♦✉❣❤t
❤❡ ❤❛❞ s✉❣❣❡st❡❞ t♦ ❋r ▲❡♠♦②♥❡ ♦♥❡ ❡✈❡♥✐♥❣ ❛t t❤❡ ❜❡❣✐♥♥✐♥❣ ♦❢ ▼❛② ✐♥ ❘♦♠❡✳ ✭ ✮ ❚❤❡
❜✐tt❡r ✇♦r❞ ✏❢❡❛r❡❞✑ ❛♥❞ t❤❡ ✈❛❣✉❡ ❛❜❜r❡✈✐❛t✐♦♥ ✏❡t❝✳✑ ✭ ✮ ❢♦❧❧♦✇❡❞ t❤❡ ❞✐s❛♣♣♦✐♥t✐♥❣
st❛t❡♠❡♥t ✏❜✉t ♥♦✇❛❞❛②s t❤❡ s✉♣❡r✐♦rs ❛r❡ ❝♦♥s✐❞❡r❡❞ ❛s s✉♣❡r✐♦rs✑✳ P❡r❤❛♣s t❤❡ ✈❛❣✉❡
❛❜❜r❡✈✐❛t✐♦♥ ✏❡t❝✳✑ ❤❛❞ ❜❡❡♥ s✉❣❣❡st✐✈❡ ❡♥♦✉❣❤ t♦ r❡♠✐♥❞ t❤❡ ❙❛❧❡s✐❛♥s ♦❢ t❤❡ ✐♠❛❣❡ ♦❢
▲✐tt❧❡ t❤❡ s✉♣❡r✐♦r ❉♦♥ ❇♦s❝♦ ❤❛❞ ❞r❛✇♥ ✇❤❡♥ ✇r✐t✐♥❣ ❛❜♦✉t t❤❡ r❡♣r❡ss✐✈❡ s②st❡♠ ✐♥ t❤❡
❚r❡❛t✐s❡ ♦♥ t❤❡ Pr❡✈❡♥t✐✈❡ ❙②st❡♠✳ ✏❆❝❝♦r❞✐♥❣ t♦ t❤✐s ❬r❡♣r❡ss✐✈❡❪ s②st❡♠ t❤❡ ✇♦r❞s ❛♥❞
❧♦♦❦s ♦❢ t❤❡ s✉♣❡r✐♦r ♠✉st ❛❧✇❛②s ❜❡ s❡✈❡r❡ ❛♥❞ ❡✈❡♥ t❤r❡❛t❡♥✐♥❣✳ ✳ ✳ ■♥ ♦r❞❡r t♦ ❣✐✈❡
✇❡✐❣❤t t♦ ❤✐s ❛✉t❤♦r✐t② t❤❡ ❘❡❝t♦r ♠✉st r❛r❡❧② ❜❡ ❢♦✉♥❞ ❛♠♦♥❣ ❤✐s s✉❜❥❡❝ts✱ ❛♥❞ ❛s ❛ r✉❧❡
♦♥❧② ✇❤❡♥ ✐t ✐s ❛ q✉❡st✐♦♥ ♦❢ ♣✉♥✐s❤✐♥❣ ♦r t❤r❡❛t❡♥✐♥❣✳✑ ✶✺✹ ❙✉❝❤ s✉♣❡r✐♦rs ♠✉st ♦❜✈✐♦✉s❧②
❜❡ ❢❡❛r❡❞ ❛♥❞ ❛♣♣r♦❛❝❤❡❞ ✇✐t❤ str♦♥❣ ❛✇❡ ❝r❡❛t✐♥❣ ❛ ❞✐st❛♥❝❡✳
■♥ t❤❡ ▼❛② ✶✵ ❧❡tt❡r t♦ t❤❡ ❜♦②s ▲❡♠♦②♥❡ ❝♦♠♣❧❡t❡❞ t❤❡ ✏❡t❝✳✑ ✇✐t❤ t❤❡ ❝♦♥tr❛st✐♥❣ ❛♥❞
❞❡s✐r❡❞ s✐t✉❛t✐♦♥ ❜❡❤✐♥❞ ✐t✿ ✏❛♥❞ ♥♦ ❧♦♥❣❡r t❤♦✉❣❤t ♦❢❛s ❢❛t❤❡rs✱ ❜r♦t❤❡rs ❛♥❞ ❢r✐❡♥❞s✳✑
❚❤❡r❡ ❤❡ s✉❣❣❡st❡❞ t❤❛t t❤❡ ❜♦②s ❤❛❞ t♦ ❝❤❛♥❣❡ ❜♦t❤ ❛tt✐t✉❞❡ ❛♥❞ ❛❝t ❛❝❝♦r❞✐♥❣ t♦ t❤❡
❘❡❣✉❧❛t✐♦♥s ♦❢ t❤❡ ❍♦✉s❡s✳✶✺✺ ❋✉rt❤❡r♠♦r❡ ❤❡ ❛❞❞❡❞ ✏❛♥❞ ❧✐tt❧❡ ❧♦✈❡❞✑ t♦ ✏❢❡❛r❡❞✑ ✐♥ t❤❡
❆ ▲✐tt❧❡ ❚r❡❛t✐s❡ ♦♥ s✉❣❣❡st✐♦♥s ✐♥ ✳ ❚❤❡ ✜rst ❛❞❞✐t✐♦♥ ❝♦✉❧❞ ♥♦✇ ✇❡❧❧ ❜❡ ❛ r❡♠✐♥❞❡r ♦❢ t❤❡
t❤❡ Pr❡✈❡♥t✐✈❡ ❙②st❡♠ t♦ t❤❡ ❙❛❧❡s✐❛♥s✱ ❛t ❧❡❛st ♣❛rt❧② ❛s ❉♦♥ ❇♦s❝♦ ❤❛❞ ❝❤❛r❛❝t❡r✐③❡❞✱
✐♥ t❤❡ ❧❡tt❡r✱ t❤❡ ❘❡❝t♦r ❛♥❞ ❛ss✐st❛♥ts ❤❡ ❧♦♥❣❡❞ ❢♦r ❛s ✏❛✛❡❝t✐♦♥❛t❡ ❧♦✈✐♥❣ ❛♥❞ ❝❛r✐♥❣
❢❛t❤❡rs✳✑ ✶✺✻ ❈♦♣②✐♥❣ t❤✐s ❛❞❞✐t✐♦♥ ♥♦✇ ▲❡♠♦②♥❡ s✉❣❣❡sts ♣♦✇❡r❢✉❧❧② t❤❛t t❤❡ ❢❛t❤❡r❧②✱
❛✛❡❝t✐♦♥❛t❡ ❛♥❞ ❧♦✈✐♥❣ ❛tt✐t✉❞❡ ❤❛s ❜❡❡♥ ❧♦st ♥♦✇❛❞❛②s ❛s ✇❡❧❧ ❛s t❤❡ ♦♥❡ ♦❢ ❛ ❜r♦t❤❡r
✶✺✹❇❖❙❈❖✱ ●✳✱ ■❧ s✐st❡♠❛ ♣r❡✈❡♥t✐✈♦✳✳✳✱ ♣✳ ✽✸✳ ❈♦♥st✐t✉t✐♦♥s✳✳✳✱ ♣♣✳ ✷✹✻✲✷✹✼✳
✶✺✺❆❝❝♦r❞✐♥❣ t♦ t❤❡ ❘✉❧❡s ❢♦r t❤❡ ❍♦✉s❡s t❤❡② ❤❛❞ t♦ r❡s♣❡❝t t❤❡ s✉♣❡r✐♦rs ❛s ❢❛t❤❡rs✳ ✭❖❊ ❳❳■❳
✶✼✷✴❛rt✳✼✮ ❙❡❡ ❢♦♦t♥♦t❡ ✾✵ ✐♥ t❤✐s ❝❤❛♣t❡r✳ ❙❧✐❣❤t❧② ❢✉rt❤❡r ✐♥ t❤❡ ❧❡tt❡r ❧✐t❡r❛❧ ❝❤❛♥❣❡ ♦❢ ❜❡❤❛✈✐♦✉r
✐s r❡q✉✐r❡❞ ❢r♦♠ t❤❡♠ ❛❧❜❡✐t q✉✐t❡ ♦♥❡✲s✐❞❡❞ ✇✐t❤ t❤❡ str❡ss ♦♥ ♦❜❡❞✐❡♥❝❡✳ ✏▼❛② t❤❡ ♣✉♣✐❧ ❜❡ ❧❡❞
❜② ♦❜❡❞✐❡♥❝❡✳✑ ■♥ t❤❡ ❣♦♦❞ ♥✐❣❤t ♦❢ ❆♣r✐❧ ✶✽✻✽ ❛ ♥✉♠❜❡r ♦❢ s✐♠✐❧❛r t❤♦✉❣❤ts ♣♦♣♣❡❞ ✉♣✿ ✏▲❡t t❤❡♠
♣r♦♠♣t❧② ♦❜❡② t❤❡ ❜❡❧❧❀ ❧❡t t❤❡♠✳ ✳ ✳ ✮ ▲❡t t❤❡♠ ✇✐❧❧✐♥❣❧② ♦❜❡② t❤❡✐r s✉♣❡r✐♦rs ✐♥st❡❛❞ ♦❢ ❧♦♦❦✐♥❣ ✉♣♦♥
t❤❡♠ ❛s ❜♦r✐♥❣ ✇❛t❝❤❞♦❣s✱ s❡❧❢✲✐♥t❡r❡st❡❞ ❝♦✉♥s❡❧❧♦rs ♦r ❡✈❡♥ ❡♥❡♠✐❡s✳ ▲❡t t❤❡♠ ♥♦t ❝♦♥s✐❞❡r ✐t ❛
❣r❡❛t ✈✐❝t♦r② ✇❤❡♥ t❤❡② s✉❝❝❡❡❞ ✐♥ ❝♦♥❝❡❛❧✐♥❣ t❤❡✐r ✇r♦♥❣❞♦✐♥❣s ❛♥❞ ❡s❝❛♣✐♥❣ ♣✉♥✐s❤♠❡♥t✳✑ ✭▼❇ ■❳✱
♣✳ ✶✻✵❀ ❊▼❇ ■❳✱ ♣✳ ✽✵✮ ❨♦✉ ❝❛♥ ✜♥❞ t❤❡ s❛♠❡ t❤✐♥❣ ✐♥ t❤❡ ❢♦❧❧♦✇✐♥❣ ❣♦♦❞ ♥✐❣❤t ♦♥ ✶ ▼❛② ✶✽✻✽✳
❚❤❡r❡ t❤❡② s♣❡❛❦ ❛❜♦✉t ✏s❝❤❡♠✐♥❣ ❛❣❛✐♥st t❤❡✐r s✉♣❡r✐♦rs ❛♥❞ t❤❡ ❤♦✉s❡ r✉❧❡s✳✑ ✭▼❇ ■❳✱ ♣✳ ✶✻✸❀
❊▼❇ ■❳✱ ♣✳ ✽✷✳✮
✶✺✻❇❖❙❈❖✱ ●✳✱ ■❧ s✐st❡♠❛ ♣r❡✈❡♥t✐✈♦✳✳✳✱ ♣✳ ✽✸✳ ❈♦♥st✐t✉t✐♦♥s✳✳✳✱ ♣✳✷✹✼✳ ❉♦♥ ❇♦s❝♦ ❛❧r❡❛❞② ✉s❡❞ t❤❡
❝❤❛r❛❝t❡r✐③❛t✐♦♥ ✏❧♦✈✐♥❣ ❢❛t❤❡r✑ ✐♥ ✶✽✼✸ ✇❤❡♥ ❤❡ r❡♠❡♠❜❡r❡❞ t❤❡ ✉♥❢♦r❣❡tt❛❜❧❡ ♣❡r✐♦❞ ✇✐t❤ t❤❡ ♦❧❞
♣r✐❡st ❋r ❈❛❧♦ss♦ ✐♥ ❤✐s ✏ ▼❡♠♦✐rs ♦❢ t❤❡ ❖r❛t♦r②✑ ✐♥ ✶✽✼✸✳ ❚❤✐s ✇❛s ✇❤❛t t❤✐s ❣♦♦❞ ♠❛♥ s✉❣❣❡st❡❞
❤✐♠ ❛s ❛ ②♦✉♥❣ ❜♦②✿ ✏❙♦✱ ❧❡❛✈❡ t❤❛t ✉♥r❡❛s♦♥❛❜❧❡ ❜r♦t❤❡r ♦❢ ②♦✉rs✳ ❈♦♠❡ ❛♥❞ ❧✐✈❡ ✇✐t❤ ♠❡✳ ❆♥❞
②♦✉ ✇✐❧❧ ❤❛✈❡ ❛ ❧♦✈✐♥❣❢❛t❤❡r✳✑ ✭❇❖❙❈❖✱ ●✳✱ ▼❡♠♦r✐❡ ❞❡❧❧✬❖r❛t♦r✐♦✳✳✳✱ ✺✵✴✹✺✷✳ ▼❇ ■✱ ♣✳ ✷✶✹❀ ❊▼❇
■✱ ♣✳✶✺✾✳ ❈❢✳ ▼❡♠♦✐rs✳✳✳✱ ♣✳ ✹✻✱ ✇✐t❤ ❛ tr❛♥s❧❛t✐♦♥ ✇❤✐❝❤ ✐s ❧❡ss ❢❛✐t❤❢✉❧ t♦ ❉♦♥ ❇♦s❝♦✬s t❡①t✳✮✳
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❛♥❞ ❛ ❢r✐❡♥❞✳ ❇✉③③❡tt✐✬s ❝♦♠♠❡♥t ❝r❡❛t❡s ❛ ❣❛♣✿ ♦♥ t❤❡ ♦♥❡ ❤❛♥❞ ✏t❤❡② ❛♥❞ t❤❡♠✑ ✭t❤❡
s✉♣❡r✐♦rs✮ ❛♥❞ ♦♥ t❤❡ ♦t❤❡r ❤❛♥❞ ✏✇❡ ❛♥❞ ✉s✑ ✭t❤❡ ❜♦②s✮✳ ❇✉③③❡tt✐ ✇✐❧❧ s♦♦♥ ♠❡♥t✐♦♥ t❤❡
✏❢❛t❛❧ ❜❛rr✐❡r✑ ✐♥ ❝♦♠♣❧❡t❡ ❛❣r❡❡♠❡♥t ✇✐t❤ t❤❡ ♠❛♥✉s❝r✐♣t✳ ❚❤❡ ❣❛♣ ✐s ❞❡❡♣❡♥❡❞ ❛♥❞
✇✐❞❡♥❡❞ ❜② ❢❡❛r✳ ■♥ ❤✐s ♦✇♥ ✇♦r❞s✿ t❤❡ ❜❛rr✐❡r ✐s ❤❡✐❣❤t❡♥❡❞ ❛♥❞ str❡♥❣t❤❡♥❡❞ ❜② ❢❡❛r✳
❚❤❡ ✈❡r❜ ✏t❡♠❡r❡ ✑ ❤❛s ❜❡❡♥ r✐❣❤t❧② tr❛♥s❧❛t❡❞ ❤❡r❡ ❜② ✏t♦ ❢❡❛r✑✳ ✏❚♦ ❛♣♣r♦❛❝❤ ✇✐t❤ ❛✇❡
♦r r❡s♣❡❝t✑ ✇♦✉❧❞ ❜❡ t♦♦ ✇❡❛❦ ✐♥ t❤✐s ❝♦♥t❡①t✳ ❙❡♣❛r❛t✐♥❣ ❢❡❛r r❡✐❣♥s ✐♥st❡❛❞ ♦❢ ✉♥✐t✐♥❣
❛✛❡❝t✐♦♥ ❛♥❞ ✇✐❧❧✐♥❣♥❡ss✳ ❚❤✐s ❤❛s t❤❡ ❞✐s❛str♦✉s ❝♦♥s❡q✉❡♥❝❡ t❤❛t t❤❡ s✉♣❡r✐♦rs ✏❛r❡
❢❡❛r❡❞ ❛♥❞ ❧✐tt❧❡ ❧♦✈❡❞✑ ❛♥❞ ❛ ✏❜❛rr✐❡r✑ ❤❛s ❜❡❡♥ ❡r❡❝t❡❞✳
■t ❞♦❡s ♥♦t ❡①❝❧✉❞❡ ❛♥② ❡①❛❣❣❡r❛t✐♦♥✳ ❨❡t t❤❛t ♠❛② ❤❛✈❡ ❜❡❡♥ ♥❡❡❞❡❞ t♦ ♣✉t t❤✐♥❣s
✐♥ ❢♦❝✉s ❛♥❞ r❡❢❡r t♦ ❛ ❞✐s❝✉ss✐♦♥ ✇❤✐❝❤ ❤❛❞ t❛❦❡♥ ♣❧❛❝❡ ❛❜♦✉t ❛ ②❡❛r ❜❡❢♦r❡✳
❚❤❡ s❡q✉❡♥❝❡ ♦❢ t❤❡ t❡①t✿ ✏❈♦♥s❡q✉❡♥t❧② t❤❡② ❛r❡ ❢❡❛r❡❞ ❛♥❞ ❧✐tt❧❡ ❧♦✈❡❞✑ ♠✉st s♦✉♥❞
✐♥❞❡❡❞ ❧✐❦❡ ❛♥ ❡❝❤♦ ♦❢ t❤❡ st❛t❡♠❡♥t ❛t t❤❡ ❱❛❧❞♦❝❝♦ ♠❡❡t✐♥❣✱ ▼❛r❝❤ ✾ ✶✽✽✸✱ t♦ t❤❡
❙❛❧❡s✐❛♥s✳ ❆❢t❡r t❤❛t ♠❡❡t✐♥❣ t❤❡② ❞✐❞ ♥♦t ❧❡❛✈❡ ✐t ❛s s✐♠♣❧② ❛♥ ✐♥s✐❣❤t ❣❛✐♥❡❞✳ ❚❤❡
❢♦❧❧♦✇✐♥❣ ✇❛s ❛❞❞❡❞✿ ✏❚❤✐s ✐s ❛❣❛✐♥st ♦✉r s♣✐r✐t ♦r ❛t ❧❡❛st ❛❣❛✐♥st ❉♦♥ ❇♦s❝♦✬s s♣✐r✐t✳✑ ✶✺✼
■t ✇❛s ♥♦t ♦♥❧② ❛♥ ❤♦♥❡st t❤♦✉❣❤t✱ t❤❡♥✳ ❚❤❡ ❢♦r♠✉❧❛t✐♦♥ ♦❢ t❤❡ ♠✐♥✉t❡s ❜② s❡❝r❡t❛r②
❋r ▲❛③③❡r♦ ✇❛s ♥♦t ❞❡✈♦✐❞ ♦❢ ❛♥② ✐r♦♥②✳ ❚❤❛t ✐s ✇❤② ♦♥❡ ♠❛② ♣r❡s✉♠❡ t❤❛t ❛ ②❡❛r ❧❛t❡r
♥♦t ❛❧❧ ❙❛❧❡s✐❛♥s ❤❛❞ ❢♦r❣♦tt❡♥ ❛❧❧ t❤❡ ✇♦r❞s s♣♦❦❡♥ ❛t t❤❛t ♠❡❡t✐♥❣✳ ■♥ t❤❡ ❧❡tt❡r t♦ t❤❡
❜♦②s ❛♥❞ t❤❡ ❝✐r❝✉❧❛r t♦ t❤❡ ❝♦♥❢r❡r❡s ✇❡ s❤♦✉❧❞ ✐♥t❡r♣r❡t t❤❡ q✉♦t❡ ✏❢❡❛r❡❞ ❛♥❞ ❧✐tt❧❡
❧♦✈❡❞✑ ❛s ❛ ❞✐s❛♣♣r♦✈❛❧ ❛♥❞ ❛t t❤❡ s❛♠❡ t✐♠❡ ❛ ❝❛❧❧ ❢♦r r❡✈❡rs❛❧✳ ■t ♦✉❣❤t t♦ ❜❡ t❤❡ ♦t❤❡r
✇❛② r♦✉♥❞ t♦ ❜❡ ✐♥ ❧✐♥❡ ✇✐t❤ ❉♦♥ ❇♦s❝♦✬s s♣✐r✐t✿ ♠✉❝❤ ❧♦✈❡❞ ❛♥❞ ❧✐tt❧❡ ❢❡❛r❡❞ ♦r ❡✈❡♥ ♥♦t
❢❡❛r❡❞ ❛t ❛❧❧✳ ✏❚♦ ❢❡❛r✑ ✐s r❡❛❧❧② ♠❡❛♥t t♦ ❤❛✈❡ t❤❡ ♠❡❛♥✐♥❣ ♦❢ ✏✐♥ ❢❡❛r ♦❢ ✑✳
P❛r❡♥t❤❡s✐s ❛❜♦✉t s♦♠❡ ✐♠♣♦rt❛♥t ❝♦♥❝❡♣ts ✐♥ t❤❡ ✇r✐t✐♥❣s ❛♥❞ ♣✐❡❝❡s ♦❢ ❛❞✈✐❝❡ ♦❢
❉♦♥ ❇♦s❝♦✳
❚❤❡ ♠♦tt♦✿ ❆♥ ❡❞✉❝❛t♦r s❤♦✉❧❞ ❛✐♠ ❛t ❜❡✐♥❣ ❧♦✈❡❞ r❛t❤❡r t❤❛♥ ❢❡❛r❡❞ ❜② t❤❡ ❜♦②s ♥♦r
s❤♦✉❧❞ ❤❡ ❦❡❡♣ t❤❡♠ ❛t ❛ ❞❡❢❡r❡♥t✐❛❧ ❞✐st❛♥❝❡
❚❤❡ ❡①❤♦rt❛t✐♦♥ t♦ ✏♠❛❦❡ s✉r❡ t❤❡② ❧✐❦❡ ❛♥❞ ❧♦✈❡ ②♦✉✑ ❛♥❞ ❝♦♥s❡q✉❡♥t❧② ❛r❡ ♥♦t ❛❢r❛✐❞
♦❢ ②♦✉ ❤❛s ✐♥❞❡❡❞ ❜❡❝♦♠❡ ❛ ❧✐❢❡ ♠♦tt♦ ♦❢ ❉♦♥ ❇♦s❝♦ ❛♥❞ ❛ ❢r❡q✉❡♥t❧② r❡❝✉rr✐♥❣ ❝❛❧❧ t♦
❤✐s ❝♦✲✇♦r❦❡rs✳ ❇r❛✐❞♦ ❤❛s ❣✐✈❡♥ ❡✈✐❞❡♥❝❡ ♦❢ t❤✐s ❜② ❛ ❧✐st ♦❢ r❡❢❡r❡♥❝❡s✳✶✺✽
❆❝❝♦r❞✐♥❣ t♦ ❛♥ ❛♥♥♦t❛t✐♦♥ ✐♥ t❤❡ s❡q✉❡❧ t♦ ❤✐s ▼❡♠♦✐rs✱ ✐✳❡✳ ✐♥ t❤❡ ▼❡♠♦r✐❡ ❞❛❧ ✶✽✹✶
❛❧ ✶✽✽✹✲✺✲✻✱ q✉✐t❡ ❡❛r❧② ✐♥ ❤✐s ♣❛st♦r❛❧ ❛♥❞ ♣❡❞❛❣♦❣✐❝❛❧ ❛❝t✐✈✐t② ❉♦♥ ❇♦s❝♦ ♠✉st ❤❛✈❡
❜❡❡♥ ❝♦♥✈✐♥❝❡❞ ♦❢ t❤❡ ✈❛❧✉❡ ♦❢ t❤✐s ♠♦tt♦ ♦r ❛t ❧❡❛st ♦❢ ❛♥ ✐♠♣♦rt❛♥t ♣❛rt ♦❢ ✐t✳ ❆♥②❤♦✇
✉♥❞❡r t❤❡ ❤❡❛❞✐♥❣ ✏❚❡♠♣✐ ❞✐✈❡rs✐✑ ❤❡ r❡❝♦r❞❡❞✿ ✏▼❛❦❡ s✉r❡ ②♦✉ ❛r❡ ❧♦✈❡❞✱ t❤❡♥ ✐t ✇✐❧❧
❜❡ ❡❛s② t♦ ❜❡ ♦❜❡②❡❞✳✑ ✶✺✾ ■♥ t❤❛t ♠❡♠♦r② ②♦✉ ❝❛♥ ❛❧r❡❛❞② ✜♥❞ t❤❡ ❡♠♣❤❛s✐s ♦♥ t❤❡
❢❛✈♦✉r❛❜❧❡ ❝♦♥s❡q✉❡♥❝❡✿ ♦❜❡❞✐❡♥❝❡✱ ✇✐❧❧✐♥❣♥❡ss✱ ❛♥ ❡✛❡❝t ✇❤✐❝❤ ✐s ❛❧s♦ ♠❛❞❡ ♣r♦♠✐♥❡♥t
❤❡r❡✳ ❚❤❡r❡ ✐s ❛❧r❡❛❞② ❛ str♦♥❣ ❡♠♣❤❛s✐s ♦♥ t❤❡ ❡❞✉❝❛t♦r✬s r❡s♣♦♥s✐❜✐❧✐t② t♦♦✳ ❍❡ ✐s t♦
♠❛❦❡ s✉r❡✳ ❍❡ ✐s t♦ t❛❦❡ t❤❡ ✐♥✐t✐❛t✐✈❡✳
❆❞❞r❡ss✐♥❣ ❤✐s ❜♦②s ✐♥ ❛ ❣♦♦❞ ♥✐❣❤t ♦♥ ❉❡❝❡♠❜❡r ✷✶✽✺✾✱ ❉♦♥ ❇♦s❝♦ ❜r♦✉❣❤t ✉♣ t❤❡
s❡❝♦♥❞ ♣❛rt ♦❢ t❤❡ ♠♦tt♦✳ Pr❡♣❛r✐♥❣ ❢♦r t❤❡ ❝❡❧❡❜r❛t✐♦♥ ♦❢ ❖✉r ▲❛❞②✬s ■♠♠❛❝✉❧❛t❡
❈♦♥❝❡♣t✐♦♥ ❤❡ ❣❛✈❡ t❤❡ ②♦✉♥❣st❡rs t❤❡ ❢♦❧❧♦✇✐♥❣ t❤♦✉❣❤t ❢♦r t❤❡ ❞❛②✿ ✏■✬❧❧ tr② t♦ ♣✉t
✶✺✼❈❢✳ ❢♦♦t♥♦t❡s ✻✽ ❛♥❞ ✽✾ ✐♥ t❤❡ ✜rst ❝❤❛♣t❡r ❛♥❞ ❢♦♦t♥♦t❡ ✸✼ ✐♥ t❤✐s ❝❤❛♣t❡r✳
✶✺✽❇❘❆■❉❖✱ P✳✱ ❉♦♥ ❇♦s❝♦ ❡❞✉❝❛t♦r❡✳✳✳✱ ♣♣✳ ✷✽✸✲✷✽✹✳ ■ ❤❛✈❡ ❡❧❛❜♦r❛t❡❞ ❛♥❞ ❝♦♠♣❧❡t❡❞ t❤✐s ✐♥ ❇■❊❙✲
▼❆◆❙✱ ❘✳✱ ✏❉✐❡ ▲✐❡❜❡ ✈♦♥ ❋r❛♥③ ✈♦♥ ❙❛❧❡s s♦❧❧ ♠✐r ✐♥ ❛❧❧❡♠ ❱♦r❜✐❧❞ s❡✐♥✑✱ ❇❡♥❡❞✐❦t❜❡✉❡r♥✱ ✶✾✾✹✱
♣♣✳ ✹✹✲✻✻✳ ■❉✳✱ ❋❛tt✐ ❛♠❛r❡✳✳✳✱ ♣♣✳ ✺✲✹✶✳
✶✺✾❇❘❆■❉❖✱ P✳✱ ❉♦♥ ❇♦s❝♦ ❡❞✉❝❛t♦r❡✳✳✳✱ ♣✳ ✹✵✷✴✼✾✳ ◆♦t t❛❦❡♥ ✉♣ ✐♥ ▼❇ ❳❱■■✱ ♣✳ ✷✺✻✳
✶✵✾

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❣r❡❛t tr✉st ✐♥ ♠② s✉♣❡r✐♦rs✳✑ ❍❡ ❛❞❞❡❞ ❛s ❛ ❜❛s✐❝ r✉❧❡✿ ✏❲❡ s✉♣❡r✐♦rs ❞♦ ♥♦t ✇❛♥t t♦ ❜❡
❢❡❛r❡❞❀ ✇❡ ✇✐s❤ t♦ ❜❡ ❧♦✈❡❞ ❛♥❞ tr✉st❡❞✳✑ ✶✻✵ ✏❚♦ ❢❡❛r✑ ❤❛s t❤❡ ♠❡❛♥✐♥❣ ♦❢ ✏❛♣♣r♦❛❝❤✐♥❣
✇✐t❤ r❡s❡r✈❡✑✱ ❡✈❡♥ ♣❧❛✐♥ ✏❜❡✐♥❣ ❛❢r❛✐❞ ♦❢✳✑ ❚❤❛t ❡✈❡♥✐♥❣ ❤❡ ❝❧❡❛r❧② ♠❡❛♥t t❤❡ ✇❛② t❤❡
②♦✉♥❣st❡rs ❧♦♦❦❡❞ ❛t t❤❡ s✐t✉❛t✐♦♥✱ ✐✳❡✳ ❛♣♣r♦❛❝❤❡❞ t❤❡ s✉♣❡r✐♦rs✳
❚❤✐s ❝♦♥❝r❡t❡ ❛♥❞ ❛✉t❤❡♥t✐❝ ❛❞❞r❡ss t♦ t❤❡ ❜♦②s ❣♦t ❛♥ ♦❜❥❡❝t✐✈❡✱ ♠♦r❛❧✐③✐♥❣ t♦✉❝❤
✐♥ ❛♥ ❤✐st♦r✐❝❛❧ ♦✉t❧✐♥❡ ♦❢ t❤❡ ❖r❛t♦r② ✐♥ ✶✽✻✷✳ ❍❡ ✇r♦t❡✿ ✏❆ ❧♦♥❣✲st❛♥❞✐♥❣ ❡①♣❡r✐❡♥❝❡
❤❛s s❤♦✇♥ t❤❛t t❤❡ ❣♦♦❞ r❡s✉❧t ❬s✉❝❝❡ss❪ ♦❢ ②♦✉t❤ ❡❞✉❝❛t✐♦♥ ♣❛rt✐❝✉❧❛r❧② ❝♦✐♥❝✐❞❡s ✇✐t❤
❵♠❛❦✐♥❣ ♦✉rs❡❧✈❡s ❧♦✈❡❞✬ t♦ ❛❢t❡r✇❛r❞s ❵♠❛❦✐♥❣ ♦✉rs❡❧✈❡s ❢❡❛r❡❞✬✳✑ ✶✻✶ ◆♦ ❞♦✉❜t ❤❡ ♠❡❛♥t
t❤❡ ❡❞✉❝❛t♦rs t❤❡♥✳ ❍❡ ❞♦❡s ♥♦t ❡①♣❧❛✐♥ t❤♦✉❣❤ ❤♦✇ t❤❡② ❝❛♥ ❞♦ t❤✐s ♦r ❣♦ ❛❜♦✉t ✐t✳ ❚❤❡
✇♦r❞ ✏❢❡❛r❡❞✑ r❛t❤❡r ♠❡❛♥s ✏r❡s♣❡❝t❡❞✱ ❤❡❧❞ ✐♥ ❤✐❣❤ r❡❣❛r❞✳✑ ❆❝❝♦r❞✐♥❣ t♦ t❤❛t ♣r✐♥❝✐♣❧❡
❜♦t❤ ❛r❡ ♥❡❡❞❡❞✳ ❚❤❡r❡ ✐s ✐♥❞❡❡❞ ✐♥ t❤❡ t❡①t✿ ✏✐♥ ♦r❞❡r t♦ s✉❜s❡q✉❡♥t❧② ♠❛❦❡ ♦✉rs❡❧✈❡s
r❡s♣❡❝t❡❞✱ ✐✳❡✳ ✇✐t❤ t❤❡ ✐♥t❡♥t✐♦♥ ♦❢ ♠❛❦✐♥❣ ♦✉rs❡❧✈❡s r❡s♣❡❝t❡❞✳ ❯s✐♥❣ t❤❡ ♣❤r❛s❡ ✏❛
❧♦♥❣✲st❛♥❞✐♥❣ ❡①♣❡r✐❡♥❝❡✑ ❉♦♥ ❇♦s❝♦ ♦❜✈✐♦✉s❧② ♠❡❛♥t ❤✐s t✇❡♥t② ②❡❛rs ♦❢ ❞❡❛❧✐♥❣ ❛♥❞
✇♦r❦✐♥❣ ✇✐t❤ ②♦✉♥❣st❡rs✳
❚❤❡ ♥❡①t ②❡❛rs ♦❢ ❡①♣❡r✐❡♥❝❡ ❛♥❞ ❝♦❛❝❤✐♥❣ ❝♦✲✇♦r❦❡rs ♠❛❞❡ ❤✐♠ ❢♦r♠✉❧❛t❡ ✐♥ ❛ ♠♦r❡
r❡✜♥❡❞ ❛♥❞ ♥✉❛♥❝❡❞ ✇❛②✳ ❲❤❡♥ ❤❡ ❛♣♣♦✐♥t❡❞ ❋r ❘✉❛ r❡❝t♦r ♦❢ t❤❡ ✜rst ❢♦✉♥❞❛t✐♦♥
♦✉ts✐❞❡ ❱❛❧❞♦❝❝♦ ✐♥ ✶✽✻✸✱ ❤❡ ❣❛✈❡ ❤✐♠ ❛ ❢❡✇ ❈♦♥✜❞❡♥t✐❛❧ ❘❡♠✐♥❞❡rs✳ ❖♥❡ ♦❢ t❤❡♠ ✇❛s✿
✏❚r② ♠❛❦❡ ②♦✉rs❡❧❢ ❧♦✈❡❞ s♦♦♥❡r t❤❛♥ ❢❡❛r❡❞ ❬❤❛✈✐♥❣ ❛✉t❤♦r✐t②❪✳✶✻✷ ✏❇② tr❛♥s❧❛t✐♥❣ ✏ ♣r✐♠❛
❞✐✑ ❛s ✏s♦♦♥❡r✑ ■ r❡s♣❡❝t t❤❡ ♣r❡✈✐♦✉s ✏ ❞✐ ♣♦✐✑✱ ✇❤✐❝❤ ♠❡❛♥s ✏s✉❜s❡q✉❡♥t❧②✑ ❛♥❞ ✐♥ ✶✽✻✷
♣✉t ❛ ❝❤r♦♥♦❧♦❣✐❝❛❧ ❧✐♥❦ ❜❡t✇❡❡♥ ✏❜❡✐♥❣ ❧♦✈❡❞✑ ❛♥❞ ✏❜❡✐♥❣ ❢❡❛r❡❞✑✳ ❇♦t❤ ❛r❡ ✇♦rt❤ ❜❡✐♥❣
❛✐♠❡❞ ❛t✳ ❚❤❛t ✐s ✇❤② ✏t♦ ❢❡❛r✑ ♠❡❛♥s ❛❝q✉✐r✐♥❣ r❡❣❛r❞✱ r❡s♣❡❝t ❛♥❞ ❛✉t❤♦r✐t②✳
❚❤❡ ❝❤r♦♥♦❧♦❣✐❝❛❧ ❧✐♥❦ ❜❡t✇❡❡♥ ✏♠❛❦❡ ②♦✉rs❡❧❢ ❧♦✈❡❞✑ ❛♥❞ ✏♠❛❦❡ ②♦✉rs❡❧❢ ❢❡❛r❡❞✑ ❛♣✲
♣❡❛rs t♦ ❤❛✈❡ ❝❛✉s❡❞ s♦♠❡ ♣r♦❜❧❡♠s t♦ ❤✐s ❛ss✐st❛♥ts t❤♦✉❣❤✳ ❚❤❡ ❤♦✉s❡ ❝❤❛♣t❡r r❡♣♦rt
♦❢ ❋❡❜r✉❛r② ✶✽✼✷ ❜❡❛rs ✇✐t♥❡ss t♦ t❤✐s✳ ❚❤❡② ❡①♣r❡ss t❤❡✐r ❡①♣❡r✐❡♥❝❡ ❛♥❞ ❝♦♥✈✐❝t✐♦♥
✐♥ t❤✐s ✇❛②✿ ✏❆❧❧ s❤♦✉❧❞ ❛✐♠ ❛t ♠❛❦✐♥❣ t❤❡♠s❡❧✈❡s ❜♦t❤ ❧♦✈❡❞ ❛♥❞ ❢❡❛r❡❞ ❜② t❤❡ ❜♦②s✳✑
✏❋❡❛r❡❞✑ ❝❧❡❛r❧② ♠❡❛♥s ✏r❡❣❛r❞❡❞✑ ♦r ✏r❡s♣❡❝t❡❞✑✳ ✏❚❤✐s ❝❛♥ ❜❡ ❡❛s✐❧② ❞♦♥❡✱✑ t❤❡ r❡♣♦rt❡r
❛❞❞❡❞ ✐♠♠❡❞✐❛t❡❧②✳ ❍❡ ❜❛❝❦❡❞ t❤❛t ✉♣ ❛♥❞ t❤❛t ✐s ✇❤② ✐t ✐s r✐❣❤t ❛♥❞ ♣r♦♣❡r t♦ q✉♦t❡ t❤❡
r❡st ♦❢ t❤❡ r❡♣♦rt✿ ✏❲❤❡♥ ②♦✉♥❣st❡rs s❡❡ ❛♥ ❛ss✐st❛♥t ❣❡♥✉✐♥❡❧② ❝♦♥❝❡r♥❡❞ ❛❜♦✉t t❤❡✐r
✇❡❧❢❛r❡✱ t❤❡② ❝❛♥♥♦t ❤❡❧♣ ❜✉t ❧♦✈❡ ❤✐♠✳ ❙♦ ❛❧s♦✱ ✇❤❡♥ t❤❡② s❡❡ ❤❡ ❦❡❡♣s ❛ t✐❣❤t r❡✐♥
♦♥ t❤❡♠ ❛♥❞ ❝❛❧❧s t❤❡♠ t♦ t❛s❦ ✐❢ t❤❡② ❦✐❝❦ ♦✈❡r t❤❡ tr❛❝❡s✱ t❤❡② ❝❛♥♥♦t ❤❡❧♣ ❢❡❡❧✐♥❣ ❛
❝❡rt❛✐♥ ❢❡❛r ♦❢ ❤✐♠✱ ❛ r❡✈❡r❡♥t✐❛❧ ❢❡❛r ✉♥ t✐♠♦r❡ r✐✈❡r❡♥③✐❛❧❡✇❤✐❝❤ t❤❡② s❤♦✉❧❞ ❤❛✈❡
❢♦r s✉♣❡r✐♦rs✳ ❖♥❡ t❤✐♥❣ t❤❛t ❛ss✐st❛♥ts ♠✉st ✈❡r② ❝❛r❡❢✉❧❧② ❛✈♦✐❞ ✐s ❧♦✇❡r✐♥❣ t❤❡♠s❡❧✈❡s
t♦♦ ♠✉❝❤ t♦ t❤❡ ❜♦②s✬ ❧❡✈❡❧ ✐♥ s♣❡❡❝❤ ❛♥❞ ❛❝t✐♦♥s✱ ❛♥❞ ❡s♣❡❝✐❛❧❧② ✐♥ ❣❛♠❡s✳ ❚❤❡② s❤♦✉❧❞
❥♦✐♥ ✐♥ ❛❧❧ ❛❝t✐✈✐t✐❡s✱ ❜✉t ❛t t❤❡ s❛♠❡ t✐♠❡ t❤❡② s❤♦✉❧❞ ❦❡❡♣ t❤❡✐r ♣❧❛❝❡ ❛♥❞ s❤♦✇ ❜② t❤❡✐r
❞❡♠❡❛♥♦✉r t❤❛t t❤❡② ❛r❡ ❡❞✉❝❛t♦rs✳ ❚❤✐s ✈❡r② r❡❝♦♠♠❡♥❞❛t✐♦♥ ✇❛s ♠❛❞❡ ❧❛st ②❡❛r ❜✉t
✶✻✵▼❇ ❱■✱ ♣♣✳ ✸✷✵✲✸✷✶❀ ❊▼❇ ❱■✱ ♣✳ ✶✼✶✳ ❈✉rs✐✈❡ ❧❡tt❡rs ✐♥ t❤❡ t❡①t ♦❢ ▼❡♠♦r✐❡✳ ❈❢✳ ❢✉rt❤❡r ❢♦♦t♥♦t❡
✶✼✽✳ ■t ✐s ♣♦ss✐❜❧❡ t❤❛t t❤❡ ✜rst ❧❡tt❡r ♦❢ ❙❛✐♥t ❏♦❤♥ ❤❛❞ ❛ ❝❡rt❛✐♥ ✐♥✢✉❡♥❝❡✳ ❚❤❡ t❡❛❝❤✐♥❣ r✉♥s ❛s
❢♦❧❧♦✇s✿ ✏▲♦✈❡ ❞♦❡s ♥♦t ❛❧❧♦✇ ❢❡❛r✳ P❡r❢❡❝t ❧♦✈❡ ❞r✐✈❡s ♦✉t ❢❡❛r✳✑ ■t ✇❛s ❛♥ ✐❞❡❛ ✇❤✐❝❤ ❛❧s♦ ✐♥✢✉❡♥❝❡❞
❙t ❆✉❣✉st✐♥❡✿ ✏P❡r❢❡❝t❛ ❞✐❧❡❝t✐♦ ❢♦r❛s ♠✐tt✐t t✐♠♦rt❡♠✳✑ ✭▼■●◆❊✱ ❏✳✲P✳✱ ❆✉❣✉st✐♥✐ ♦♣❡r❛ ♦♠♥✐❛✱ ✈♦❧✳
■✱ P❛r✐s✱ ✶✽✼✼✱ ♣✳ ✶✹✺✵✳✮
✶✻✶❇❘❆■❉❖✱ P✳✱ ❉♦♥ ❇♦s❝♦ ♣❡r ✐ ❣✐♦✈❛♥✐✿ ✏❧✬❖r❛t♦r✐♦ ✉♥❛ ✏❈♦♥❣r❡❣❛③✐♦♥❡ ❞❡❣❧✐ ❖r❛t♦r✐✑ ✱ ❘♦♠❡✱ ▲❆❙✱
✶✾✽✽✱ ♣♣✳ ✻✸✲✻✹✳ ■❉✳✱ ❉♦♥ ❇♦s❝♦ ❡❞✉❝❛t♦r❡✳✳✳✱ ♣♣✳ ✶✸✽✲✶✸✾✳ ❱❛r✐❛♥ts ✐♥ t❤❡ ❡❞✐t✐♦♥s ❛♥❞ ❝♦♣✐❡s
❞❡♠♦♥str❛t❡ ❤♦✇ ❉♦♥ ❇♦s❝♦ ❛♥❞ t❤❡ ❝♦♣②✐sts ❣r❛♣♣❧❡❞ ✇✐t❤ t❤❡ ❛❝❝✉r❛t❡ r❡♥❞❡r✐♥❣ ♦❢ ❤✐s ✐❞❡❛✳
✶✻✷▼❖❚❚❖✱ ❋r✳✱ ■ ✏❘✐❝♦r❞✐ ❝♦♥✜❞❡♥③✐❛❧✐✳✳✳✑ ✱ ♣✳ ✶✹✻✴✷✸✳ ❊▼❇ ❳■✱ ♣✳ ✹✹✼✳
✶✶✵

12 Pages 111-120

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12.1 Page 111

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✐t ❜❡❛rs r❡♣❡❛t✐♥❣✳✑ ✶✻✸
❚❤❡✐r ♣♦✐♥t ♦❢ ✈✐❡✇ ❛♥❞ ❝♦♠♠❡♥t ❝♦♠✐♥❣ ✇✐t❤ ✐t ❛r❡ ❛❧❧ t❤❡ ♠♦r❡ ✈❛❧✉❛❜❧❡ ❜❡❝❛✉s❡ ❉♦♥
❇♦s❝♦ ❤✐♠s❡❧❢ ❤❛❞ ❤❛r❞❧② r❡t✉r♥❡❞ ❢r♦♠ ❱❛r❛③③❡ t♦ ❱❛❧❞♦❝❝♦ ♦♥ ❋❡❜r✉❛r② ✶✺✳ ❍❡ ❤❛❞
❜❡❡♥ ✈❡r② ✐❧❧ ✐♥ ❱❛r❛③③❡ ❛♥❞ ❤✐s ❢✉❧❧ r❡❝♦✈❡r② ✇♦✉❧❞ t❛❦❡ q✉✐t❡ s♦♠❡ t✐♠❡✳ ■♥ t❤❡ ♠❡❛♥t✐♠❡
t❤❡② ♠❡t ✉♥❞❡r ❋r ❘✉❛✬s ❧❡❛❞❡rs❤✐♣✳✶✻✹ ❚❤❡✐r r❡✇♦r❞✐♥❣ ♦❢ ❉♦♥ ❇♦s❝♦✬s ✏♠♦tt♦✑ ✐s ❛❧❧ t❤❡
♠♦r❡ r❡♠❛r❦❛❜❧❡ ❢♦r t❤❛t r❡❛s♦♥✳ ❚❤❡② ❦❡♣t ❉♦♥ ❇♦s❝♦✬s ❝♦♥tr❛st✐♥❣ ❝❤♦✐❝❡ ♦❢ ✇♦r❞s✱
❜✉t ♥♦t ❤✐s ✇❛② t♦ ❝♦♥♥❡❝t ❜♦t❤ ♣❡❞❛❣♦❣✐❝❛❧ r❡q✉✐r❡♠❡♥ts✳ ❚❤❡✐r ❡①♣❧❛♥❛t✐♦♥ ❧❡❢t ♥♦
❞♦✉❜t ❛s t♦ ✇❤❛t t❤❡② ✉♥❞❡rst♦♦❞ ❜② ✏❢❡❛r✑✳ ■t ❝♦♥❝❡r♥❡❞ ✏❛ ❝❡rt❛✐♥ ❢❡❛r✑✱ ✐✳❡✳ r❡❣❛r❞
♦r r❡❝♦❣♥✐t✐♦♥ ♦❢ ❛ ❞✐st✐♥❝t✐♦♥ ❝r❡❛t✐♥❣ s♦♠❡ s♦rt ♦❢ ❞✐st❛♥❝❡✱ ♥♦ ♠❛tt❡r ❤♦✇ ♠✐♥✐♠❛❧ ✐t
❝♦✉❧❞ ❜❡ ✐♥ ♣r❛❝t✐❝❡✳ ■t r❡♠❛✐♥s ❛ q✉❡st✐♦♥ ✇❤❡r❡ t❤❡② ❣♦t t❤❡ t❡r♠ ✏ t✐♠♦r❡ r✐✈❡r❡♥③✐❛❧❡
❢r♦♠✳ ❚♦ ♠❛✐♥t❛✐♥ t❤❛t ❢♦r♠ ♦❢ r❡❣❛r❞ ✐t s❡❡♠❡❞ ♥❡❝❡ss❛r② t♦ t❤❡♠ t❤❛t ❛ss✐st❛♥ts ✭❛♥❞
t❡❛❝❤❡rs✮ ❛✈♦✐❞ ✏❧♦✇❡r✐♥❣ t❤❡♠s❡❧✈❡s t♦ t❤❡ ❜♦②s✬ ❧❡✈❡❧✳✑ ❚❤❡ ♣♦✐♥t ♦❢ ✈✐❡✇ ♦❢ ✏t❛❦✐♥❣ ♣❛rt
✐♥ ❡✈❡r②t❤✐♥❣✑ ✐♥ ✐ts t✉r♥ r❡✢❡❝ts ❝❧❡❛r❧② ❉♦♥ ❇♦s❝♦✬s s♣✐r✐t✳
❚❤❡ ♦♣t✐♦♥ ♦❢ s✐♠✉❧t❛♥❡✐t② ❤❛❞ ❜❡❡♥ ❛♥♥♦✉♥❝❡❞ ❛ ❢❡✇ ♠♦♥t❤s ❜❡❢♦r❡ ✐♥ ❆✉❣✉st ✶✽✼✶✳
■t ✇❛s ❞❡❝✐❞❡❞ t❤❡♥ t♦ st✐♠✉❧❛t❡ t❤❡ ❛ss✐st❛♥ts ♦❢ t❤❡ ❵❛rt✐s❛♥s✬ ✏t♦ st❛♥❞ ✉♥✐t❡❞ t♦ ❛✐♠ ❛t
♦♥❡ ❣♦❛❧✱ ✐✳❡✳ t♦ ❧♦✈❡ ❡❛❝❤ ♦t❤❡r ❛♥❞ t♦ ❝♦✉♥s❡❧ ❡❛❝❤ ♦t❤❡r ✇❡❧❧ t♦ ❡♥❛❜❧❡ t❤❡♠ t♦ ❣❛✐♥ t❤❡
❜♦②s✬ ♦❜❡❞✐❡♥❝❡✱ ❛✛❡❝t✐♦♥ ✭❛♠♦r❡✮ ❛♥❞ ❡st❡❡♠ ✭st✐♠❛✮✳✑ ✶✻✺ ❚❤❡ ✉s❡ ♦❢ t❤❡ ✇♦r❞ ✏ st✐♠❛
❝❛♥ ❝♦♥tr✐❜✉t❡ t♦ ✉♥❞❡rst❛♥❞✐♥❣ ❤♦✇ t❤❡② ✐♥t❡r♣r❡t❡❞ ❉♦♥ ❇♦s❝♦✬s ❝♦♥❝❡♣ts ♦❢ ✏ t✐♠♦r❡
✭❢❡❛r✮ ❛♥❞ ✏ t❡♠❡r❡✑ ✭t♦ ❢❡❛r✮ ♦♥ t❤❛t ❞❛②✳ ❚❤❡ ♣❤r❛s❡ ✏r❡✈❡r❡♥t✐❛❧ ❢❡❛r✑ ♦❢ ❋❡❜r✉❛r② ✶✽✼✷
✐s s✐♠✐❧❛r✳ ❇② ✐ts ❝❤♦✐❝❡ ♦❢ ✇♦r❞s t❤❡ ❞❡❝✐s✐♦♥ ♦❢ t❤❡ s✉♣❡r✐♦rs ♦❢ t❤❡ ❤♦✉s❡ ✐♥ ✶✽✼✶ ❧✐♥❦❡❞
♠♦r❡ ❝❧♦s❡❧② ✇✐t❤ ❚❡♣♣❛✬s ✇♦r❞✐♥❣✳ ■♥ ❤✐s ✇❡❧❧✲❦♥♦✇♥ ✇♦r❦ ❤❡ ❤❛❞ st❛t❡❞ t❤❛t ❡❞✉❝❛t♦rs
✏❝♦✉❧❞ ♥♦t ❤❛✈❡ ❛♥② ♠♦r❛❧ ❛✉t❤♦r✐t② ✐❢ t❤❡② ❞✐❞ ♥♦t ❞❡s❡r✈❡ ✐t✳✑ ❚♦ ♣✉t ✐t ♠♦r❡ ❝❧❡❛r❧②✿
✏❖♥❡ ❝❛♥ ♦♥❧② ❞❡s❡r✈❡ ✐t ❜② ♠❛❦✐♥❣ ♦♥❡s❡❧❢ r❡❣❛r❞❡❞✱ r❡s♣❡❝t❡❞ ❛♥❞ ❧♦✈❡❞✳✑ ❚❤❡r❡ ❛r❡
t❤r❡❡ ❝♦♥❝❡♣ts ❤❡r❡ ❜✉t ♥♦ ♠❡♥t✐♦♥ ♦❢ ❢❡❛r ✇❤❛ts♦❡✈❡r✳ ❚❤❡ t❤r❡❡ ♥♦t✐♦♥s ❛r❡ ❝❧♦s❡❧②
❝♦♥♥❡❝t❡❞ ❛♥❞ ❛❧❧ t❤r❡❡ ❛r❡ ♥❡❝❡ss❛r② ❡❧❡♠❡♥ts ✐♥ ❡❞✉❝❛t✐♦♥■t str✐❦❡s ♦♥❡ t❤❛t ✏r❡❣❛r❞❡❞
❛♥❞ r❡s♣❡❝t❡❞✑ ❝♦♠❡ ✜rst✳ ❚❤❛t ❛✉t❤♦r ❛❧s♦ ✉s❡❞ t❤❡ ❝♦♥❝✐s❡ ❢♦r♠✿ ✏❲❤❡♥ ❛ t❡❛❝❤❡r ✐s
r❡❛❧❧② ❧♦✈❡❞ ❛♥❞ r❡❣❛r❞❡❞ ❜② ❤✐s ♣✉♣✐❧✳✑ ✶✻✻
✶✻✸P❘❊▲▲❊❩❖✱ ❏✳▼✳✱ ❱❛❧❞♦❝❝♦✳✳✳✱ ♣♣✳ ✷✻✸✲✷✻✹✳ ❈❢✳ ❢♦♦t♥♦t❡ ✶✷✹ ✐♥ t❤✐s ❝❤❛♣t❡r✳
❈❢✳ ❛❧s♦ ▼❇ ❳✱ ♣✳ ✸✶✻✲✸✶✼❀ ❊▼❇ ❳✱ ♣✳ ✶✺✾✳ ❆♥❞ ❇■❊❙▼❆◆❙✱ ❘✳✱ ✶✽✻✻✲✶✽✼✻ ❞♦♥ ❇♦s❝♦ ❜❡tr♦✉✇✲
❜❛r❡ ✇❡❣✇✐❥③❡r✳✳✳✱ ♣♣✳ ✹✷✲✹✸✳ ❚❤❡② ❞✐❞ ♠❡❛♥ ✏❧♦✈❡✑ ❛♥❞ t❤❡♥ ✏r❡s♣❡❝t✱ r❡s♣❡❝t❢✉❧ ❡st❡❡♠✑✱ ✇❤✐❝❤ ✐s
♣r♦✈❡❞ ❜② t❤❡ r❡♣♦rt ♦❢ ❛ ❢❡✇ ♠♦♥t❤s ❜❡❢♦r❡✳ ❚❤❡♥ t❤❡② ✉s❡❞ t❤❡ ✇♦r❞s ✏❧♦✈❡✑ ❛♠♦r❡❛♥❞ r❡s♣❡❝t ♦r
❡st❡❡♠ st✐♠❛✳ ❈❢✳ P❘❊▲▲❊❩❖✱ ❏✳▼✳✱ ❱❛❧❞♦❝❝♦✳ ✳ ✳ ✱ ♣✳ ✷✻✷✴✹✹✳ ❚❤❡ s✐♠✉❧t❛♥❡✐t② ✐s ❛❧s♦ ♣r❡s❡♥t ✐♥ ❛
♣❡❞❛❣♦❣✐❝❛❧ ✇♦r❦ ♦❢ ❇r♦t❤❡r ❆❣❛t❤♦♥ ✭✶✽✸✺✮✳ P✳ ❇r❛✐❞♦ t✇✐❝❡ q✉♦t❡s ❢r♦♠ ❤✐s ✇♦r❦✳ ❆ ✜rst q✉♦t❡ ✐s✿
✏❍❡ ❬t❤❡ t❡❛❝❤❡r❪ ✇❛♥ts t♦ ♠❛❦❡ ❤✐♠s❡❧❢ r❡❣❛r❞❡❞ ❛♥❞ r❡s♣❡❝t❡❞✳✑ ❆ s❡❝♦♥❞ q✉♦t❡✿ ✏❚❤✐s ❛✉t❤♦r✐t②
✐s ❛❧s♦ ❛❝q✉✐r❡❞ ❜② ❧✐♥❦✐♥❣ ❣❡♥t❧❡♥❡ss ✇✐t❤ ✈✐❣♦✉r ❛♥❞ ❧♦✈❡ ❛♠♦r❡✇✐t❤ ❢❡❛r t✐♠♦r❡✑ ✐♥✿ ❇❘❆■❉❖✱
P✳✱ Pr❡✈❡♥✐r❡✳ ✳ ✳ ✱ ♣♣✳ ✶✶✻✲✶✶✼✳
✶✻✹▼❇ ❳✱ ♣♣✳ ✸✵✼✲✸✶✵✱ ✸✶✺✲✸✶✻❀ ❊▼❇ ❳✱ ✶✺✷✲✶✺✺✱ ✶✺✽✲✶✺✾✳
✶✻✺P❘❊▲▲❊❩❖✱ ❏✳▼✳✱ ❱❛❧❞♦❝❝♦✳✳✳✱ ♣✳ ✷✻✷✴✹✸✲✹✺✳ ❇■❊❙▼❆◆❙✱ ❘✳✱ ✶✽✻✻✲✶✽✼✻ ❞♦♥ ❇♦s❝♦ ❜❡tr♦✉✇❜❛r❡
✇❡❣✇✐❥③❡r✳ ✳ ✳ ✱ ♣✳ ✹✵✳ ■♥ ✶✽✻✸ ❇r♦t❤❡r ❚❤é♦❣❡r ✇r♦t❡✿ ✏ ✐♥s♣✐r❛r ❧♦r♦ r✐✈❡r❡♥t❡ t✐♠♦r❡✑✳ ❈❢✳ ❇❘❆■❉❖✱
P✳✱ Pr❡✈❡♥✐r❡✳ ✳ ✳ ✱ ♣✳ ✶✶✽✳
✶✻✻❚❊PP❆✱ ❆✳▼✳✱ ❆✈✈❡rt✐♠❡♥t✐✳ ✳ ✳ ✱ ♣✳ ✶✻ ✭✐♥ ■t❛❧✐❛♥✿ ✏ ❝♦❧ ❢❛rs✐ st✐♠❛r❡✱ r✐s♣❡tt❛r❡ ❡❞ ❛♠❛r❡✑✮ ❛♥❞ ♣✳
✹✸✳ ■t ✐s ♣♦ss✐❜❧❡ t♦♦ t❤❛t t❤❡② ❦♥❡✇ ♦❢ t❤❡ ■t❛❧✐❛♥ ❡❞✐t✐♦♥ ♦❢ ❛ ❈❤❛r❧❡s ❘♦❧❧✐♥ ❜♦♦❦✿ ✏❉❡❧❧❛ ♠❛♥✐❡r❛
❞✬✐♥s❡❣♥❛r❡ ❡ st✉❞✐❛r❡ ❧❡ ❜❡❧❧❡ ❧❡tt❡r❡✑ ❢r♦♠ ✶✽✷✽✳ ❚♦ ❤✐♠ t❤❡ ❝❛♣❛❝✐t② ♦❢ ❛ ❞✐r❡❝t♦r ♣r✐♠❛r✐❧② ❝♦♥s✐st❡❞
✐♥ ✏♠❛❦✐♥❣ ❤✐♠s❡❧❢ ❡st❡❡♠❡❞ ❛♥❞ ❧♦✈❡❞ ✭♥❡❧ ❢❛rs✐ st✐♠❛r❡ ❡❞ ❛♠❛r❡✮✱ ✇✐♥♥✐♥❣ t❤❡✐r tr✉st✱✑ ✭❇❘❆■❉❖✱
P✳✱ ❇r❡✈❡ st♦r✐❛ ❞❡❧ ✏❙✐st❡♠❛ ♣r❡✈❡♥t✐✈♦✑ ✱ ❘♦♠❡✱ ▲❆❙✱ ✶✾✾✸✱ ♣✳ ✺✼✮✳ ❚❤❡r❡ t♦♦ ❜♦t❤ ❝♦♠♣♦♥❡♥ts ❛♥❞
t❡r♠s ❛r❡ ❥✉①t❛♣♦s❡❞✳ ■♥ ❈✳ ❘♦❧❧✐♥ ✇❡ r❡❛❞ t♦♦✿ ✏❙♦ ❛ ❢♦rt✉♥❛t❡ ♠✐①t✉r❡ ♦❢ ❣❡♥t❧❡♥❡ss ❛♥❞ str✐❝t♥❡ss✱
♦❢ ❧♦✈❡ ✭❛♠♦r❡✮ ❛♥❞ ❢❡❛r ✭t✐♠♦r❡✮✳✑ ✏❙✉❝❤ ❛ t②♣❡ ♦❢ t❡❛❝❤❡r ✇✐❧❧ ❦♥♦✇ ❤♦✇ t♦ ♠❛❦❡ ❤✐♠s❡❧❢ ❜♦t❤ ❢❡❛r❡❞
t❡♠❡r❡✮ ❛♥❞ ❧♦✈❡❞ ✭❛♠❛r❡✮✑ ✭❇❘❆■❉❖✱ P✳✱ ❇r❡✈❡ st♦r✐✳ ✳ ✳ ✱ ♣✳ ✺✻✮✳ ❙♦ ✇❡ ✜♥❞ ❤❡r❡ t❤❡ ❝♦♠❜✐♥❛t✐♦♥
♦❢ ❢❡❛r✐♥❣ ❛♥❞ ❧♦✈✐♥❣✳ ❋❡❛r ❝♦♠❡s ✜rst t❤♦✉❣❤✱ ❜✉t ❛t t❤❡ s❛♠❡ t✐♠❡ s✐♠✉❧t❛♥❡✐t② ✐s s✉❣❣❡st❡❞✳ ■♥
✶✶✶

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❉❡s♣✐t❡ t❤❡ ❞❡♠❛♥❞✐♥❣ ❛❝t✐✈✐t✐❡s ❉♦♥ ❇♦s❝♦ st❛rt❡❞ ✇r✐t✐♥❣ t❤❡ ▼❡♠♦r✐❡ ❞❡❧❧✬ ❖r❛t♦r✐♦
▼❡♠♦✐rs ♦r ❤✐s
✐♥ ✶✽✼✸✳ ❇❡t✇❡❡♥ ✶✽✼✸ ❛♥❞ ✶✽✼✺ ❤❡ r❡❝❛❧❧s ❤✐s s❡❝♦♥❞❛r② s❝❤♦♦❧ ❞❛②s✳
❍❡ r❡♠❡♠❜❡r❡❞ ❤✐s t❡❛❝❤❡r ❇❛♥❛✉❞✐ ✇✐t❤ ❣r❡❛t ❣r❛t✐t✉❞❡ ❛♥❞ ❛♣♣r❡❝✐❛t✐♦♥✳ ■t ✐s ❝❧❡❛r
❢r♦♠ t❤❡ ❝❤❛r❛❝t❡r✐③❛t✐♦♥✿ ✏❲✐t❤♦✉t ❡✈❡r ❤❛✈✐♥❣ r❡❝♦✉rs❡ t♦ ♣✉♥✐s❤♠❡♥t✱ ❤❡ s✉❝❝❡❡❞❡❞ ✐♥
♠❛❦✐♥❣ ❛❧❧ ❤✐s ♣✉♣✐❧s ❢❡❛r r❡s♣❡❝t❛♥❞ ❧♦✈❡ ❤✐♠✳ ❍❡ ❧♦✈❡❞ t❤❡♠ ❛❧❧ ❛s ✐❢ t❤❡② ✇❡r❡ ❤✐s ♦✇♥
s♦♥s ❛♥❞ t❤❡② ❧♦✈❡❞ ❤✐♠ ❛s ❛ t❡♥❞❡r ❢❛t❤❡r✳✑ ✶✻✼ ❉♦♥ ❇♦s❝♦ ❦❡♣t t❤❡ ♣❛✐r ♦❢ ♥♦t✐♦♥s✱ ❜✉t
s✉r♣r✐s✐♥❣❧② ♣✉t ✏t♦ ❜❡ ❢❡❛r❡❞✑ ✐♥ ❢r♦♥t ♣♦s✐t✐♦♥✳ ▼♦r❡♦✈❡r ❤❡ t❤❡♥ s❤❛r❡❞ t❤❡ ❝♦♥✈✐❝t✐♦♥
♦♥❡ s❤♦✉❧❞ str✐✈❡ ❛❢t❡r ❜♦t❤ ❝♦♠♣♦♥❡♥ts ❛t t❤❡ s❛♠❡ t✐♠❡✳ ■t ✐s ♥♦t r❡❞✉♥❞❛♥t t♦ ♣♦✐♥t
❛t t❤❡ ♠❛♥♥❡r ♦❢ ❧♦✈✐♥❣ ✏❛s ❛ ❞❡❛r ❢❛t❤❡r✑✱ ✇❤✐❝❤ s❡❡♠s t♦ s✉❣❣❡st ❤❡ ✇❛s t❤✐♥❦✐♥❣ ♦❢
❛✛❡❝t✐✈❡ r❛t❤❡r t❤❛♥ ❡✛❡❝t✐✈❡ ❧♦✈❡✳
❋♦r ❛ ♥❡✇ ✈❡rs✐♦♥ ♦❢ ❤✐s ❈♦♥✜❞❡♥t✐❛❧ ❘❡♠✐♥❞❡rs t♦ t❤❡ r❡❝t♦rs ♣✉❜❧✐s❤❡❞ ✐♥ ▼❛r❝❤
✶✽✼✻✱ ❉♦♥ ❇♦s❝♦ r❡t✉r♥❡❞ t♦ ❤✐s ❢♦r♠❡r s❡q✉❡♥❝❡ ♦❢ t❤❡ ♣❛✐r ♦❢ ♥♦t✐♦♥s✱ ❜✉t ❛t t❤❡
s❛♠❡ t✐♠❡ ❤❡ r❡✲✇r♦t❡ t❤❡ ♠♦tt♦✳ ❍❡ ❢♦r♠✉❧❛t❡❞ ✐t t❤✐s ✇❛②✿ ✏❙tr✐✈❡ t♦ ♠❛❦❡ ②♦✉rs❡❧❢
❧♦✈❡❞ ✐❢ ②♦✉ ✇❛♥t t♦ ❜❡ ❢❡❛r❡❞✳✑ ✶✻✽ ❚❤❡ r❡❛❞❡r ❢❡❡❧s ❤❡ ♠❡❛♥s ❜② ✏❢❡❛r✑✿ ✏■❢ ②♦✉ ✇❛♥t
t♦ ♦❜t❛✐♥ ❛✉t❤♦r✐t②✱ ✐❢ ②♦✉ ✇❛♥t t❤❡ ②♦✉♥❣st❡rs t♦ ❤❛✈❡ ♣❡❞❛❣♦❣✐❝❛❧❧② ❥✉st✐✜❡❞ ❛✇❡ ♦r
r❡❣❛r❞ ❢♦r ②♦✉✳✑ ❙♦ ❤❡ r❡♠❛✐♥❡❞ ❢❛✐t❤❢✉❧ t♦ ❤✐s ✉s❡ ♦❢ ✇♦r❞s✱ ❜✉t ❤❡ ❝❤❛♥❣❡❞ t❤❡ ♣♦s✐t✐♦♥ ♦❢
❧♦✈✐♥❣ ❛♥❞ ❢❡❛r✐♥❣✳ ❇❡✐♥❣ ❧♦✈❡❞ ❤❛❞ ❜❡❝♦♠❡ t❤❡ ❝♦♥❞✐t✐♦♥ ❢♦r ❛✉t❤♦r✐t② ♦r ❧♦♦❦✐♥❣ ✉♣ ❛t
s♦♠❡♦♥❡ ✇✐t❤ ❛✇❡✳ ❚❤❛t ✐s ❤♦✇ ❤❡ s❤♦✇❡❞ ✉♥❞❡rst❛♥❞✐♥❣ ❢♦r t❤❡ t❡❛❝❤❡rs✬ ❛♥❞ ❛ss✐st❛♥ts✬
❞❡s✐r❡ ♦❢ s✉✣❝✐❡♥t ❛✉t❤♦r✐t② ❛♥❞ r❡s♣❡❝t ❢r♦♠ t❤❡ ②♦✉♥❣st❡rs✳ ❖♥ t❤❡ ♦t❤❡r ❤❛♥❞ ❤❡
❡♠♣❤❛s✐③❡❞ ❤✐s ❝♦♥✈✐❝t✐♦♥ t❤❛t ✐t ❝♦♠❡s ❞♦✇♥ t♦ ❜❡✐♥❣ ❧♦✈❡❞ ❛♥❞ ❧✐❦❡❞ ✐♥ ❡❞✉❝❛t✐♦♥✳ ❚❤❡
r❡st ❛✉t❤♦r✐t②✱ ❛✇❡✱ r❡s♣❡❝t❢♦❧❧♦✇s ❛✉t♦♠❛t✐❝❛❧❧②✳ ❇✉t ✐❢ ②♦✉ ❞♦ ♥♦t s✉❝❝❡❡❞ ✐♥ ♠❛❦✐♥❣
t❤❡ ❜♦②s ❧♦✈❡ ②♦✉✱ t❤❡ ❝♦♥s❡q✉❡♥❝❡ ✐s ✐♥❡✈✐t❛❜❧❡✿ t❤❡② ✇✐❧❧ ❜❡ ❛❢r❛✐❞ ♦❢ ②♦✉✱ ❢❡❛r ②♦✉
r❡❛❧❧② ❛♥❞ ❛✈♦✐❞ ②♦✉✳
❚❤❡ r❡❧❛t✐♦♥ ❜❡t✇❡❡♥ t❤❡ t✇♦ ❛s♣❡❝ts ✇❛s ❞❡✜♥❡❞ ❜② ❉♦♥ ❇♦s❝♦ ✐♥ ✶✽✼✼ ✐♥ ❛♥ ♦✣✲
❝✐❛❧ ✇❛② t❤r♦✉❣❤ t❤❡ ♣✉❜❧✐❝❛t✐♦♥ ♦❢ t❡♥ ●❡♥❡r❛❧ ❆rt✐❝❧❡s ❛♥❞ t❤❡ ▲✐tt❧❡ ❚r❡❛t✐s❡ ♦♥ t❤❡
Pr❡✈❡♥t✐✈❡ ❙②st❡♠ ✐♥ t❤❡ ❊❞✉❝❛t✐♦♥ ♦❢ t❤❡ ❨♦✉♥❣
■♥ ❛ ✜rst ❞r❛❢t ♦❢ t❤❡ ●❡♥❡r❛❧ ❆rt✐❝❧❡s ❉♦♥ ❇♦s❝♦ r❡t✉r♥❡❞ t♦ ❤✐s s✐①t✐❡s ❢♦r♠✉❧❛t✐♦♥
❞✐s❝✉ss❡❞ ❛❜♦✈❡✳ ❍❡ ✇r♦t❡ ✐♥ t❤❡ ✜rst ❛rt✐❝❧❡✿ ✏❊✈❡r②♦♥❡ s❤♦✉❧❞ ❛❧✇❛②s r❡♠❡♠❜❡r✿ t♦
♠❛❦❡ ♦♥❡s❡❧❢ ❢❡❛r❡❞ ❜② t❤❡ ❜♦②s✱ ♦♥❡ s❤♦✉❧❞ ♠❛❦❡ ♦♥❡s❡❧❢ ❧♦✈❡❞ ✜rst✳✑ ✏❋❡❛r✑ ❤❛s ♥♦
♣❡❥♦r❛t✐✈❡ ♠❡❛♥✐♥❣ ❛t ❛❧❧✳ ■t ✐s ❛♥ ❡❧❡♠❡♥t ✇❤✐❝❤ ❤❛s ✐ts ♣❧❛❝❡ ✐♥ ❡❞✉❝❛t✐♦♥✳ ❍♦✇❡✈❡r✱
❛❝q✉✐r✐♥❣ ❛ ❝❡rt❛✐♥ ❞❡❣r❡❡ ♦❢ ✏❛✉t❤♦r✐t② ❛♥❞ r❡❣❛r❞✑ ✐s ♦♥❧② ♣♦ss✐❜❧❡ t❤r♦✉❣❤ ❛❝q✉✐r✐♥❣ t❤❡
❜♦②s✬ ❛✛❡❝t✐♦♥ ✜rst✳ ❚❤✐s ✇♦r❞✐♥❣ ❤❛s ♥♦t ❧❛st❡❞ ❧♦♥❣✳ ■t ❞✐❞ ♥♦t s❡❡♠ t♦ ❜❡ s❛t✐s❢❛❝t♦r②✳
■♥ t❤❡ ❞❡✜♥✐t✐✈❡ ✈❡rs✐♦♥ ♦❢ t❤❡ ❛rt✐❝❧❡s✱ ✇❤✐❝❤ ❝❛♠❡ ❛❜♦✉t ♥♦t ♠✉❝❤ ❧❛t❡r✱ t❤❡ ❝❧❡❛r❧②
❡①♣r❡ss❡❞ ❝♦♥❞✐t✐♦♥❛❧ r❡❧❛t✐♦♥ ✇❛s r❡st♦r❡❞ ✐♥ t❤❡ s❡❝♦♥❞ ❛rt✐❝❧❡✿ ✏❊✈❡r②♦♥❡ ❤❛s t♦ ♠❛❦❡
s✉r❡ ❤❡ ✐s ❧♦✈❡❞ ✐❢ ❤❡ ✇❛♥ts t♦ ♠❛❦❡ ❤✐♠s❡❧❢ ❢❡❛r❡❞✳✑
❢✉rt❤❡r ❡①♣❧❛♥❛t✐♦♥ ❢♦❧❧♦✇❡❞✿
✏❍❡ ✇✐❧❧ ❛❝❤✐❡✈❡ t❤✐s ❤✐❣❤ ❣♦❛❧ ✐❢ ❤❡ s❤♦✇s ✐♥ ✇♦r❞ ❛♥❞ ❛❝t✐♦♥ t❤❛t ❤✐s ♣r❡♦❝❝✉♣❛t✐♦♥
❤✐s ❧❡ss♦♥s ♦❢ ♣❡❞❛❣♦❣② ●✳ ❇❛r❜❡r✐s ✇✐❧❧ st✐❧❧ ♦r ❛❣❛✐♥❄♣r❡s❡♥t t❤❡ s✐♠✉❧t❛♥❡✐t② ❛♥❞ ❡q✉✐✈❛❧❡♥❝❡ t♦
t❤❡ ②♦✉♥❣ ❙❛❧❡s✐❛♥s ✐♥ t❤❡ ♥✐♥❡t✐❡s✿ ✏❚❤❡ ❛ss✐st❛♥t ✇✐❧❧ ✇❛❧❦ ✐♥ t❤❡ ♠✐❞❞❧❡ ♦❢ t❤❡ r♦❛❞ s♦ ❛s t♦ ❜❡
❧♦✈❡❞ ❛♥❞ ❢❡❛r❡❞ tr❡❛t❡❞ ✇✐t❤ ❛✇❡✑ ✭❇❆❘❇❊❘■❙✱ ●✳✱ ❆♣♣✉♥t✐✳ ✳ ✳ ✱ ♣✳ ✸✹✷✮✳ P❡r❤❛♣s ❤❡ ✇❛♥t❡❞ t♦
t❛❦❡ t❤❡✐r ②♦✉♥❣ ❛❣❡ ✐♥t♦ ❛❝❝♦✉♥t✳
✶✻✼❖♥ t❤❡ ♣❡r✐♦❞ ♦❢ t❤❡ ❡♠❡r❣✐♥❣ t❤❡ ▼❡♠♦✐rs✱ s❡❡ ❇❖❙❈❖✱ ●✳✱ ▼❡♠♦r✐❡ ❞❡❧❧✬ ❖r❛t♦r✐♦✳ ✳ ✳ ✱ ♣♣✳ ✶✽✲✶✾
❛♥❞ ✻✳ ◗✉♦t❛t✐♦♥✱ ✐❜✐❞✳✱ ♣✳ ✼✶✴✾✵✼✲✾✵✾✳ ❈❢✳ ▼❡♠♦✐rs✳✳✳✱ ♣✳ ✻✶✳
✶✻✽▼❖❚❚❖✱ ❋r✳✱ ■ ✏❘✐❝♦r❞✐ ❝♦♥✜❞❡♥③✐❛❧✐✳ ✳ ✳ ✑✱ ♣✳ ✶✺✶✴✈❛r✐❛♥ts ♦♥ ❧✐♥❡ ✶✸✱ ❛❝❝♦r❞✐♥❣ t♦ ❛ ❝♦rr❡❝t✐♦♥ ❜② ❉♦♥
❇♦s❝♦ ✐♥ t❤❡ ❊ ♠❛♥✉s❝r✐♣t❀ ♣♣✳ ✶✸✹✲✶✸✺❀ ✶✹✵✲✶✹✶❀ ✶✹✹✳ ❈❢✳ ❋❞❇ ✶✳✸✻✷ ❊✳ ❆❧s♦ ▼❇ ❳✱ ♣♣✳ ✶✵✹✵✲✶✵✹✶❀
❊▼❇ ❳✱ ♣♣✳ ✹✹✻✲✹✹✼✴❢♦♦t♥♦t❡ ✷✳
✶✶✷

12.3 Page 113

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✐s ❡①❝❧✉s✐✈❡❧② ❞✐r❡❝t❡❞ ❛t t❤❡ s♣✐r✐t✉❛❧ ❛♥❞ t❡♠♣♦r❛❧ ❜❡♥❡✜t ♦❢ ❤✐s ♣✉♣✐❧s✳✑ ✶✻✾ ❋r♦♠ t❤✐s
♦❜❥❡❝t✐✈❡ ❛♣♣❡❛rs ♦♥❝❡ ♠♦r❡ ❤♦✇ ❜✐❣ ❛♥❞ str♦♥❣ t❤❡ ✐♠♣❛❝t ♦❢ ❡✛❡❝t✐✈❡ ❧♦✈❡ ✇❛s ✐♥ ❉♦♥
❇♦s❝♦✬s ✈✐❡✇ ✇✐t❤ r❡s♣❡❝t t♦ ♣❡❞❛❣♦❣✐❝❛❧ ❧♦✈❡✳
❉✉r✐♥❣ t❤✐s s❛♠❡ ♠♦♥t❤ ♦❢ ❆♣r✐❧ ❉♦♥ ❇♦s❝♦ ❤❛❞ ❜❡❡♥ ✇♦r❦✐♥❣ ♦♥ t❤❡ ❡❞✐t✐♦♥ ♦❢ ❛
❧✐tt❧❡ ❚r❡❛t✐s❡ ♦♥ t❤❡ Pr❡✈❡♥t✐✈❡ ❙②st❡♠✳ ■♥ ✐t ❤❡ r❡♠❛✐♥❡❞ ❢❛✐t❤❢✉❧ t♦ t❤❡ s❡❝♦♥❞ ✈❡rs✐♦♥
♦♥ ♣✉♥✐s❤✐♥❣ ♦❢ t❤❡ ❜❛s✐❝ r✉❧❡ ✐♥ t❤❡ t❡♥ ❛rt✐❝❧❡s ✐♥ t❤❡ ✈❡r② ❝♦♥❝✐s❡ ❧❛st ❝❤❛♣t❡r
✳ ❍❡
✇r♦t❡ ❛s ❢♦❧❧♦✇s✿ ✏❆♥ ❡❞✉❝❛t♦r s❤♦✉❧❞ s❡❡❦ t♦ ✇✐♥ t❤❡ ❧♦✈❡ ♦❢ ❤✐s ♣✉♣✐❧s ✐❢ ❤❡ ✇✐s❤❡s t♦
✐♥s♣✐r❡ ❢❡❛r ✐♥ t❤❡♠✳✑ ✶✼✵ ❚❤❡ ❧❛tt❡r ❤❛s ❡✈✐❞❡♥t❧② t❤❡ ♠❡❛♥✐♥❣ ♦❢ ✏r❡s♣❡❝t ❤✐♠✑✱ ✏❣r❛♥t
❤✐♠ ❛✉t❤♦r✐t②✳✑
❚❤❡ ✇❛② ♦❢ ❡①♣r❡ss✐♥❣ t❤✐♥❣s ❜② ❵✐❢ ✬ ♦r ❵✇❤❡♥✬ ❤❛❞ ❜❡❝♦♠❡ q✉✐t❡ ♥♦r♠❛❧ ❢♦r ❉♦♥
▼❡♠♦r✐❡ ❇♦s❝♦ ❛t t❤❛t t✐♠❡ ❛s ✐s s❤♦✇♥ ✐♥ ✏❚❤❡ ❙t♦r② ♦❢ ❛ ❈❧❡r✐❝ ✐♥ ✈♦❧✉♠❡ ❳■■■ ♦❢ t❤❡
❜✐♦❣r❛✜❝❤❡✳ ❉♦♥ ❇♦s❝♦ ❤❛❞ ❣✐✈❡♥ ❛ ❙❛❧❡s✐❛♥ tr❛✐♥❡❡✱ ❇❡r♥❛r❞♦ ❱❛❝❝❤✐♥❛✱ t❤❡ t❛s❦ ♦❢ s❝❤♦♦❧
t❡❛❝❤✐♥❣✳ ❖♥❡ ❞❛② ❤❡ ❛s❦❡❞ ❤✐♠ ✐❢ ❤❡ ♠❛♥❛❣❡❞ t♦ ❦❡❡♣ ❞✐s❝✐♣❧✐♥❡ ✐♥ t❤❡ ❝❧❛ssr♦♦♠✳ ✏◆♦t
❛❧✇❛②s✱✑ ❱❛❝❝❤✐♥❛ ❛♥s✇❡r❡❞✳ ❉♦♥ ❇♦s❝♦ ❣❛✈❡ ❤✐♠ ❛ ❣♦♦❞ ♣✐❡❝❡ ♦❢ ❛❞✈✐❝❡ ✐♥ ♣❧❛✐♥ ❛♥❞
✐♥❢♦r♠❛❧ ❧❛♥❣✉❛❣❡✿ ✏▲✐st❡♥ ✇❡❧❧✳ ■❢ ②♦✉ ✇❛♥t t♦ ❜❡ ♦❜❡②❡❞ ❛♥❞ r❡s♣❡❝t❡❞✱ ♠❛❦❡ ②♦✉rs❡❧❢
❧♦✈❡❞✳✑ ❚❤❡ ❝♦♥❞✐t✐♦♥❛❧ ❝❛♥ ❜❡ t❛❦❡♥ ✐♥ ❛♥ ✐♥❢♦r♠❛❧ ✇❛②✳ ❚❤❡ ♣❤r❛s✐♥❣ ✏t♦ ❜❡ ♦❜❡②❡❞
❛♥❞ r❡s♣❡❝t❡❞✑ ❝❧❛r✐✜❡s ✈❡r② ✇❡❧❧ ✇❤❛t ❉♦♥ ❇♦s❝♦ ♠❡❛♥s ❜② t❤❡ ♥♦t✐♦♥ ♦❢ ✏❢❡❛r✑ ✐♥ t❤❡
♣♦s✐t✐✈❡ s❡♥s❡✳ ■t ✐♥❞✐❝❛t❡s t❤❛t r❡s♣❡❝t ✐s ❢♦❝✉s❡❞ ♦♥ ❜❡✐♥❣ ♦❜❡②❡❞ ❜② t❤❡ ❜♦②s✳ ❍❡
❛❞❞❡❞ ❛♥ ❡①tr❛ ❤✐♥t ❛t ♠❛❦✐♥❣ ♦♥❡s❡❧❢ ❧♦✈❡❞✱ ❛❧❜❡✐t t❤r♦✉❣❤ ❛ ♣r♦❤✐❜✐t✐♦♥✿ ✏❇✉t✱ ♠✐♥❞
②♦✉✱ ♥♦ ❝❛r❡ss✐♥❣✱ ❡s♣❡❝✐❛❧❧② t❤❡✐r ❢❛❝❡s✱ ❛♥❞ ♥♦ ❤♦❧❞✐♥❣ ❤❛♥❞s✳✑ ✶✼✶ ❉♦♥ ❇♦s❝♦ ❤❛❞ ♥♦
♣r♦❜❧❡♠ ✇✐t❤ ❡①♣r❡ss✐♥❣ ❛✛❡❝t✐✈❡ ❧♦✈❡✱ ❜✉t ❤❡ r❡❢✉s❡❞ t♦ ❛❝❝❡♣t s❡♥t✐♠❡♥t❛❧✐t②✳
❍♦✇❡✈❡r✱ ♥♦t ❛❧❧ ❝♦♥❢r❡r❡s ❝♦♣✐❡❞ ❤✐s ♥♦r♠❛t✐✈❡ ♥❡✇ ❢♦r♠✉❧❛t✐♦♥ ❥✉st ❧✐❦❡ t❤❛t✳ ❚❤❡
❙❛❧❡s✐❛♥ P✳ ●✉✐❞❛③✐♦ r❡♣♦rt❡❞ ♦♥ ❤✐s ❛❝t✐✈✐t② ❛s ❛ t❡❛❝❤❡r ✐♥ ▼♦♥t❡✜❛s❝♦♥❡ ✐♥ ❛ ❧❡tt❡r t♦
❉♦♥ ❇♦s❝♦ ✐♥ ✶✽✼✾✳ ❉♦♥ ❇♦s❝♦ ❤❛❞ ❜❡❡♥ ❛s❦❡❞ t♦ t❛❦❡ ♦✈❡r ❛♥ ❡①✐st✐♥❣ ❝♦❧❧❡❣❡ t❤❡r❡✳
●✉✐❞❛③✐♦ ❛s t❤❡ ♦♥❧② ❙❛❧❡s✐❛♥ ❞✐❞ ♥♦t ✜♥❞ ❤✐♠s❡❧❢ t❤❡r❡ ✐♥ ❛♥ ❡❛s② s✐t✉❛t✐♦♥✳ ❙t✐❧❧✱ ❤❡
✇❛s ♣❧❡❛s❡❞ ✇✐t❤ ❤✐s ♣❡rs♦♥❛❧ s✉❝❝❡ss✿ ✏◆♦♥❡t❤❡❧❡ss ■ ♠❛❦❡ ❢✉♥ ❛♥❞ ❧❛✉❣❤t❡r ✐♥ ❝❧❛ss ❛♥❞
❛❝❤✐❡✈❡ ♠✉❝❤ ♠♦r❡ t❤❛♥ ♠❛♥② ♦t❤❡rs✳ ❚❤❡ ❜♦②s ❧♦✈❡ ❛♥❞ r❡s♣❡❝t ♠❡✳✑ ✶✼✷ ❍❡ t♦♦ ♣r❡❢❡rr❡❞
t❤❡ ❝♦♠❜✐♥❛t✐♦♥ ♦❢ ✏❧♦✈❡✑ ❛♥❞ ✏r❡s♣❡❝t✑✳ ❚❤✐s ❝❛♥ ❜❡ ❛ttr✐❜✉t❡❞ ♠♦st ♣r♦❜❛❜❧② t♦ t❤❡
r❡❝♦♠♠❡♥❞❡❞ r❡❛❞✐♥❣ ♦❢ ❚❡♣♣❛ ❛♥❞ ●✉✐❞❛③✐♦✬s ♣❡rs♦♥❛❧ ❡①♣❡r✐❡♥❝❡ ❛♥❞ ❝♦♥✈✐❝t✐♦♥✳
❚❤❡ ▲✐tt❧❡ ❚r❡❛t✐s❡ ♦♥ t❤❡ Pr❡✈❡♥t✐✈❡ ❙②st❡♠ ❛♥❞ t❤❡ ❝♦♥✈❡rs❛t✐♦♥ ✇✐t❤ ❱❛❝❝❤✐♥❛ ❞✐❞
♥♦t ❣✉❛r❛♥t❡❡ ❤♦✇❡✈❡r t❤❛t ❉♦♥ ❇♦s❝♦ r❡♠❛✐♥❡❞ ❢❛✐t❤❢✉❧ t♦ t❤❡ ❢♦r♠✉❧❛t✐♦♥ ✇✐t❤ t❤❡
❵❝♦♥❞✐t✐♦♥❛❧ r❡❧❛t✐♦♥✬ ✐♥ ❛❧❧ ❝✐r❝✉♠st❛♥❝❡s ♦r ❝♦♥s✐❞❡r❡❞ ✐t t♦ ❜❡ t❤❡ ❞❡✜♥✐t❡ ❡①♣r❡ss✐♦♥
♦❢ ❤✐s ✐♥s✐❣❤t✳ ❲❤❡♥ ❤❡ ❝❡❧❡❜r❛t❡❞ ❤✐s ♥❛♠❡✲❞❛② ♦♥ ✷✾ ❏✉❧② ✶✽✽✵✱ ❤❡ ❛❞❞r❡ss❡❞ ❛ ❣r♦✉♣
♦❢ ♣❛st ♣✉♣✐❧s ✇❤♦ ❤❛❞ ❜❡❝♦♠❡ ❞✐♦❝❡s❛♥ ♣r✐❡sts✳ ❍❡ ❝❛❧❧❡❞ ♦♥ t❤❡♠ t♦ ❤❡❧♣ ❤✐♠ ✐♥
②♦✉t❤ ❡❞✉❝❛t✐♦♥ ♣❛rt✐❝✉❧❛r❧② ✐♥ t❤❡ r❡❧✐❣✐♦✉s ✜❡❧❞✳ ✏❈♦♠❡ t♦ ❉♦♥ ❇♦s❝♦✬s ❛✐❞ t♦ ❛tt❛✐♥
✶✻✾❇❘❆■❉❖✱ P✳✱ ❉♦♥ ❇♦s❝♦ ❡❞✉❝❛t♦r❡✳✳✳✱ ♣♣✳ ✷✽✽✴✸✲✹ ❛♥❞ ✷✽✾✴✼✲✶✵✳ ■♥ ✶✾✹✶ ❊✳ ❈❡r✐❛ ♣r❡❢❡rr❡❞ t❤✐s
❢♦r♠✉❧❛t✐♦♥ ✐♥✿ ❈❊❘■❆✱ ❊✳✱ ❆♥♥❛❧✐ ❞❡❧❧❛ s♦❝✐❡tà s❛❧❡s✐❛♥❛ ❞❛❧❧❡ ♦r✐❣✐♥✐ ❛❧❧❛ ♠♦rt❡ ❞✐ ❙✳ ❉✳ ●✐♦✈❛♥♥✐
❇♦s❝♦ ✭✶✽✹✶✲✶✽✽✽✱ ❚✉r✐♥✱ ❙❊■✱ ✶✾✹✶✱ ♣✳ ✻✻✺✳
✶✼✵❇❖❙❈❖✱ ●✳✱ ■❧ s✐st❡♠❛ ♣r❡✈❡♥t✐✈♦✳✳✳✱ ♣✳ ✾✶✴✺✸✷✳ ❈♦♥st✐t✉t✐♦♥s✳✳✳✱ ♣✳ ✷✺✷✳
✶✼✶▼❇ ❳■■■✱ ♣✳ ✽✷✻❀ ❊▼❇ ❳■■■✱ ♣♣✳ ✻✸✾✲✻✹✵✳ ■♥ ■t❛❧✐❛♥ ✐t r❡❛❞s ❛s ❢♦❧❧♦✇s✿ ✏ ❱❡❞✐✱ s❡ ✈✉♦✐ ❡ss❡r❡ ♦❜❜❡❞✐t♦✱
❢❛tt✐ ✈♦❧❡r ❜❡♥❡✳✑ ❍❡ ✉s❡s t❤❡ ❝♦♥✜❞❡♥t✐❛❧ ❢♦r♠ ♦❢ ②♦✉ t♦ ❛❞❞r❡ss ❤✐♠✳ ❍❡ ✉s❡s t❤❡ ❢❛♠✐❧✐❛r ♣❤r❛s❡
✈♦❧❡r ❜❡♥❡✑✱ ♥♦t t❤❡ ♠♦r❡ ❢♦r♠❛❧ ✏ ❛♠❛r❡✑✳ ❆♥❞ ✐♥st❡❛❞ ♦❢ t❤❡ ♥♦t s♦ ✉♥❛♠❜✐❣✉♦✉s ✏ t❡♠❡r❡✑ ❤❡ ✉s❡s
t❤❡ ♠♦r❡ ❞✐r❡❝t❧② ❝♦♠♣r❡❤❡♥s✐❜❧❡ ✏ r✐s♣❡tt❛r❡✑✳ ❈❢✳ t❤❡ ♦♣✐♥✐♦♥ ♦❢ ❇r♦t❤❡r ❆❣❛t❤♦♥ ✐♥ ❢♦♦t♥♦t❡ ✶✹✽✳
✶✼✷▲❡tt❡r ✐♥ ▼❇ ❳■■■✱ ♣✳ ✾✽✵✳ ❊▼❇ ❳■■■✱ ❤♦✇❡✈❡r✱ ♥♦ tr❛♥s❧❛t✐♦♥ ♦❢ t❤✐s ❧❡tt❡r✳ ❖♥ t❤❡ ❝✐r❝✉♠st❛♥❝❡s
s❡❡ ▼❇ ❳■■■✱ ♣♣✳ ✻✾✷✱ ❊▼❇ ❳■■■✱ ♣♣✳ ✺✸✷✲✺✸✹✳
✶✶✸

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❛❧❧ t❤❡ ♠♦r❡ r❡❛❞✐❧② ❛♥❞ ♦♥ ❛ ❧❛r❣❡r s❝❛❧❡ ♦✉r ♥♦❜❧❡ ❣♦❛❧s ✕ t❤❡ ✇❡❧❢❛r❡ ♦❢ t❤❡ ❈❤✉r❝❤
t❤❡ s♣r❡❛❞✐♥❣ ♦❢ t❤❡ ❣♦♦❞ ♠❡ss❛❣❡ ♦❢ r❡❧✐❣✐♦♥❛♥❞ ♦❢ ❝✐✈✐❧ s♦❝✐❡t② ✕ ❜② ❝❛r✐♥❣ ❢♦r ❜②
❡❞✉❝❛t✐♥❣❞❡st✐t✉t❡ ②♦✉♥❣st❡rs✳ ✳ ✳ ■♥ ♦r❞❡r t♦ s✉❝❝❡❡❞ ✇✐t❤ ②♦✉♥❣st❡rs✑✱ s♦ ❤❡ ✐♠♣r❡ss❡❞
♦♥ t❤❡s❡ ♣❛r✐s❤ ♣r✐❡sts✱ ✏t❛❦❡ ❣r❡❛t ♣❛✐♥s t♦ ❜❡ ❦✐♥❞ t♦ t❤❡♠❀ ✇✐♥ t❤❡✐r ❧♦✈❡✱ ♥♦t t❤❡✐r
❢❡❛r✳ ✳ ✳ ■♥ ❛ ✇♦r❞✱ ❛❝t ✐♥ s✉❝❤ ❛ ✇❛② t❤❛t ♦♥❝❡ t❤❡② s♣♦t ②♦✉✱ t❤❡② ✇✐❧❧ r✉♥ ♦✈❡r t♦ ②♦✉
r❛t❤❡r t❤❛♥ ❞❛s❤ ♦✛✱ ❛s s♦ ♦❢t❡♥ ❤❛♣♣❡♥s✱ ❛♥❞ ❥✉st✐✜❛❜❧② s♦ ❜❡❝❛✉s❡ t❤❡② ❢❡❛r ❛ ❜❡❛t✐♥❣✳✑
✶✼✸ ❚❤❡ ❧❛tt❡r t❤♦✉❣❤t ❡①♣r❡ss❡s ✇❡❧❧ ❤♦✇ t❤❡② ❤❛❞ t♦ ✐♥t❡r♣r❡t ✏❢❡❛r✑✱ ✐✳❡✳ ❛s ❜❡✐♥❣ ❛❢r❛✐❞
♦❢✱ ♥♦t ❧✐❦✐♥❣ t♦ ❞❡❛❧ ✇✐t❤✱ ❛✈♦✐❞✐♥❣✱ ✏r❡♠❛✐♥✐♥❣ ❛t ❛ ❞✐st❛♥❝❡✳✑ ■t ❛❧s♦ s❤❡❞s ❛ ❧✐❣❤t ♦♥ t❤❡
♣❤r❛s❡ ✉s❡❞ ✐♥ ✶✽✽✹✿ ✏❈♦♥s❡q✉❡♥t❧② t❤❡② ❛r❡ ❢❡❛r❡❞ ❛♥❞ ❧✐tt❧❡ ❧♦✈❡❞✳✑ ❆❞❞r❡ss✐♥❣ t❤❡ ♣❛st
♣✉♣✐❧s✱ ❉♦♥ ❇♦s❝♦ ♠❛❞❡ ✉s❡ ♦❢ ❛ str♦♥❣ ❝♦♥tr❛st ✇❤✐❝❤ r❡❝❛❧❧s ♠❡♠♦r✐❡s ♦❢ t❤❡ str✐❦✐♥❣
❣♦♦❞ ♥✐❣❤t ✐♥ ✶✽✺✾✳
❚❤❡ ❯s❡ ♦❢ P✉♥✐s❤♠❡♥ts ■♥ t❤❡ ✜rst ❞r❛❢t ♦♥
✭❏❛♥✉❛r② ✶✽✽✸✮ t❤❡ ♣r✐♥❝✐♣❧❡ ✇❛s ❢♦r♠✉✲
❧❛t❡❞ ❜② ❋r ❋r❛♥❝❡s✐❛ ✐♥ ②❡t ❛♥♦t❤❡r ✇❛② ❛❧r❡❛❞② ❛t t❤❡ ❡♥❞ ♦❢ t❤❡ ✜rst ♣❛r❛❣r❛♣❤✿ ✏❛♥❞
❧❡t ✉s ❡♥❞❡❛✈♦✉r t♦ ♠❛❦❡ ♦✉rs❡❧✈❡s ❧♦✈❡❞ ♠♦r❡ r❛t❤❡r t❤❛♥❢❡❛r❡❞✳✑ ✶✼✹ ❋❡❛r ❤❛s t♦ ❜❡
✐♥t❡r♣r❡t❡❞ ❛s ❞❡❛❧✐♥❣ ✇✐t❤ ✉s ✐♥ ❛♥ ❛✇❡s♦♠❡✱ ❤✐❣❤❧② r❡s♣❡❝t❢✉❧ ❛♥❞ r❡s❡r✈❡❞ ✇❛②✳ ❚❤❡r❡
✐s ✐♥ t❤❛t ❣✉✐❞❡❧✐♥❡ ♥♦ ♠♦r❡ t❛❧❦ ♦❢ ❝❤r♦♥♦❧♦❣✐❝❛❧ s❡q✉❡♥❝❡ ♥♦r ♦❢ ♦♥❡ ❜❡✐♥❣ t❤❡ ❝♦♥❞✐t✐♦♥
♦❢ t❤❡ ♦t❤❡r✳ ❚❤❡ ❞✐st✐♥❝t✐♦♥ ♥♦✇ ❝♦♥s✐sts ♦❢ ❛ ❞✐✛❡r❡♥❝❡ ✐♥ ❞❡❣r❡❡✳ ❚❤❡ ✐♥t❡♥s✐t② ♦❢ t❤❡
❡✛♦rts ❜② ✇❤✐❝❤ ❛ t❡❛❝❤❡r tr✐❡s t♦ ❜❡ ❧♦✈❡❞ s❤♦✉❧❞ ❜❡ ❣r❡❛t❡r t❤❛♥ t❤❡ ♦♥❡ ❜② ✇❤✐❝❤ ❤❡
tr✐❡s t♦ ❜❡ r❡s♣❡❝t❡❞ ❛♥❞ ✇✐♥ ❛✉t❤♦r✐t②✳ ▲♦✈❡ ❛♥❞ ❛✛❡❝t✐♦♥ ♣r❡✈❛✐❧ ✇✐t❤♦✉t ❞✐s❝✉ss✐♦♥✳
❚❤❛t ✐s ✇❤② t❤❡ s✐t✉❛t✐♦♥ ✐♥ ❱❛❧❞♦❝❝♦ ✐s s♦ st✉♥♥✐♥❣ ❛♥❞ tr❛❣✐❝ ✐♥ ▼❛r❝❤ ✶✽✽✸✳ ❚❤❡ ❜♦②s
❢❡❛r t❤❡ ❙❛❧❡s✐❛♥s ♠♦r❡ t❤❛♥ t❤❡② ❧♦✈❡ t❤❡♠✳ ✏❚❤❡ ❜♦②s✑ ✕ s♣❡❛❦✐♥❣ ✈❡r② ❣❡♥❡r❛❧❧② ❛♥❞
✇✐t❤♦✉t ❛♥② s❤❛❞❡ ♦❢ ♠❡❛♥✐♥❣ ✕ ❛r❡ ❛❢r❛✐❞❀ t❤❡② ❛✈♦✐❞ t❡❛❝❤❡rs ❛♥❞ ❛ss✐st❛♥ts✱ ❧✐t❡r❛❧❧②
✏✉s✑✳ ❚❤✐s ✐s ❛❧s♦ s❛✐❞ ✐♥ ❛ ❣❡♥❡r❛❧ ✇❛② ✇✐t❤♦✉t ♥✉❛♥❝❡✳ ■t ✐s ❛ ❣r❡❛t ♣✐t② t♦♦ t❤❡② ❝❛♥♥♦t
✜♥❞ ♦✉t ✇❤❡r❡ t❤❡ ❝❛✉s❡ ❧✐❡s✳ ❚❤❡ q✉❡st✐♦♥ ♦❢ t❤❡ ❝❛✉s❡ ✇❛s ❛❧s♦ ❤❛✉♥t✐♥❣ ❉♦♥ ❇♦s❝♦✳
❙✉r❡✱ ❤❡ st❛②❡❞ ✐♥ ❋r❛♥❝❡ ❛t t❤❡ t✐♠❡ ♦❢ t❤❡ ♠❡❡t✐♥❣✳ ❍❡ ♠✉st ❤❛✈❡ ❜❡❡♥ ✐♥❢♦r♠❡❞ t❤♦✉❣❤
✐♥ ♦♥❡ ✇❛② ♦r ❛♥♦t❤❡r✳ ■t ❝❛♥ ❜❡ ✐♥❢❡rr❡❞ ❢r♦♠ ❉♦♠❡♥✐❝♦ ❈❛♥❡♣❛✬s ❛♥s✇❡r t♦ ❛♥ ❡♥q✉✐r②
✇❤✐❝❤ ✇❛s ♦r❣❛♥✐③❡❞ ✐♥ ❱❛❧❞♦❝❝♦ ❧❛t❡r✱ ✐♥ ❏✉♥❡ ✶✽✽✹✳ ❈❛♥❡♣❛ ✇❛s ❛ ❝❛t❡❝❤✐st ✇✐t❤ t❤❡
♣✉♣✐❧s ❛t t❤❛t t✐♠❡ ♦❢ ❤✐s ❧✐❢❡✳ ❍❡ st❛rt❡❞ ❤✐s ❝♦♥tr✐❜✉t✐♦♥ ♦♥ ❏✉♥❡ ✽ ❛s ❢♦❧❧♦✇s✿ ✏■t ✇❛s
♣r♦♣♦s❡❞ ❧❛st ②❡❛r t♦ ❡①❛♠✐♥❡ ✇❤❛t t❤❡ r❡❛s♦♥ ❝♦✉❧❞ ❜❡ ✇❤② t❤❡ ❤✐❣❤❡r ❝❧❛ss❡s ❤❛❞ ♥♦
tr✉st ❛♥❞ ❝♦♥t✐♥✉❡ ❤❛✈✐♥❣ ♥♦ tr✉st✳ ❲❤❛t ■ ❛♥s✇❡r❡❞ t❤❡♥✱ ■✬❧❧ ❛♥s✇❡r ♥♦✇✳✑ ✶✼✺ ■t s❤♦✇s
t❤❛t t❤❡ s✐t✉❛t✐♦♥ ✇❛s ❝♦♥s✐❞❡r❡❞ ❛s ❜❡✐♥❣ ✐rr❡❣✉❧❛r✱ ❛♥❞ s❡❡❦✐♥❣ s♦❧✉t✐♦♥s ♣r❡♦❝❝✉♣✐❡❞
✶✼✸▼❇ ❳■❱✱ ♣✳ ✺✶✸❀ ❊▼❇ ❳■❱✱ ✹✵✷✲✹✵✸✳ ❆❝❝♦r❞✐♥❣ t♦ ●✳ ❇♦♥❡tt✐✬s ♥♦t❡s ✐♥ t❤❡ ❙❡♣t❡♠❜❡r ✶✽✽✵ ✐ss✉❡
♦❢ t❤❡ ❇♦❧❧❡tt✐♥♦ ❙❛❧❡s✐❛♥♦✱ ②❡❛r ■❱✱ ♥♦✳ ✶✱ ✶✽✽✵✱ ♣✳ ✶✶✳ ✭❆❧s♦ ▼❇ ❳■❱✱ ♣✳ ✺✶✵❀ ❊▼❇ ❳■❱✱ ♣✳
✹✵✵✴❢♦♦t♥♦t❡ ✾✳✮
✶✼✹❇❘❆■❉❖✱ P✳✱ ❉♦♥ ❇♦s❝♦ ❡❞✉❝❛t♦r❡✳✳✳✱ ♣✳ ✸✷✾✴✾✼✳ ❈❢✳ ❊▼❇ ❳❱■✱ ♣✳ ✸✼✵✳ ■♥ ■t❛❧✐❛♥✿ ✑ ❊ ❝❡r❝❤✐❛♠♦
♣r✐♠❛ ❞✐ ❢❛r❝✐ ❛♠❛r❡ ❝❤❡ t❡♠❡r❡✳✑ ▲✐t❡r❛❧❧②✿ ✏❆♥❞ ❧❡t ✉s ♠❛❦❡ ❛♥ ❡✛♦rt t♦ ❜❡ ❧♦✈❡❞ r❛t❤❡r t❤❛♥ t♦
❜❡ ❢❡❛r❡❞✑ ❚❤❡ ♣❤r❛s❡ ✏ ♣r✐♠❛ ❞✐✳✳✳ ❝❤❡✑ ♠❡❛♥s ✏r❛t❤❡r✑ ♦r ✏♣r❡❢❡r❛❜❧②✑✳ ❚❤❡ ✈❡rs✐♦♥ ✐s ✈❡r② s✐♠✐❧❛r
✇✐t❤ ❈✳ ❘♦❧❧✐♥✬s ♦♥❡✱ ❛ ❋r❡♥❝❤ ❛✉t❤♦r ✇❤♦ ✇❛s q✉✐t❡ ✇❡❧❧✲❦♥♦✇♥ t❤r♦✉❣❤ ❆✳ ▼♦♥❢❛t ✐♥ ❱❛❧❞♦❝❝♦✳ ■t
r✉♥s ❛s ❢♦❧❧♦✇s✿ ✏❇❡❝❛✉s❡ ♦♥❡ ❝❛♥ s❡❡ ✐t ❜❡✐♥❣ ♣r❛❝t✐s❡❞ ❜② ♣❡♦♣❧❡ ✇❤♦ ♣♦ss❡ss t❤❡ r❛r❡ ❝❛♣❛❝✐t② ♦❢
♠❛❦✐♥❣ t❤❡♠s❡❧✈❡s ❢❡❛r❡❞ ❛♥❞ ❡✈❡♥ ♠♦r❡ ❧♦✈❡❞✳✑ ✭❇❘❆■❉❖✱ P✳✱ ❇r❡✈❡ st♦r✐❛✳ ✳ ✳ ✱ ♣✳ ✺✻✳✮ ■t ✐s ❛❧s♦ ❛
♠❛tt❡r ♦❢ ❣r❛❞❛t✐♦♥✳ ❚❤❛t ❝♦rr❡s♣♦♥❞s ✇✐t❤ t❤❡ ❇❡♥❡❞✐❝t✐♥❡ tr❛❞✐t✐♦♥✿ ✏❡t st✉❞❡❛t ♣❧✉s ❛♠❛r✐ q✉❛♠
t❡♠❡r✐✑ ❛♥❞ ❤❡ ✲ t❤❡ ❛❜❜♦t ✕ ✇✐❧❧ ❛✐♠ ♠♦r❡ ❛t ❜❡✐♥❣ ❧♦✈❡❞ t❤❛♥ ❢❡❛r❡❞✳✑ ✭❘✉❧❡✱ ❝❤❛♣t❡r ▲❳■❱✱ ♣✳
✶✺✮✳ ❈❢✳ ❙t ❆✉❣✉st✐♥❡✱ Pr❛❡❝❡♣t❛ ✭❘✉❧❡ ♦❢ ❙❛✐♥t ❆✉❣✉st✐♥❡✮✱ ♣♣✳ ✼✱ ✶✸✳ ❆❣❛t❤♦♥✱ ❇r♦t❤❡r ♦❢ t❤❡
❈❤r✐st✐❛♥ s❝❤♦♦❧s✱ ❡①♣r❡ss❡❞ ✐t ❛s ❢♦❧❧♦✇s✿ ✏❋❛r ❢r♦♠ r❡s♦❧✈✐♥❣ ♦♥❧② t♦ ❜❡ ❢❡❛r❡❞ r❡s♣❡❝t❡❞✱ ❤✐s ♠❛✐♥
♦❜❥❡❝t✐✈❡ ✐s t♦ ✇✐♥ tr✉st✳✑ ✭❇❘❆■❉❖✱ P✳✱ Pr❡✈❡♥✐r❡✳ ✳ ✳ ✱ ♣✳ ✶✶✻✳✮
✶✼✺P❘❊▲▲❊❩❖✱ ❏▼✱ ❱❛❧❞♦❝❝♦✳✳✳✱ ♣✳ ✷✾✷✴✺✲✻✳
✶✶✹

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t❤❡ ♠✐♥❞s ❛♥❞ ✇❛s ❛ t♦♣✐❝ ♦❢ ❞✐s❝✉ss✐♦♥ ❛♥❞ ❝♦♠♠✉♥✐❝❛t✐♦♥ ✇✐t❤ ❉♦♥ ❇♦s❝♦✳
■♥ ❆♣r✐❧ ❛♥❞ ▼❛② ✶✽✽✹ ❛♥②✇❛② ✐t ✇❛s ♦♥ ❉♦♥ ❇♦s❝♦✬s ♠✐♥❞ ❛♥❞ ♦♥ ❋r ▲❡♠♦②♥❡✬s ❛s
✇❡❧❧✳ ❚❤❡ ❧❛tt❡r ❤❛❞ ❜❡❡♥ ❝❛❧❧❡❞ t♦ ❱❛❧❞♦❝❝♦ ✐♥ ◆♦✈❡♠❜❡r t♦ ❢✉♥❝t✐♦♥ ❛s s❡❝r❡t❛r② t♦
❉♦♥ ❇♦s❝♦ ❛♥❞ t❤❡ ❙✉♣❡r✐♦r ❈❤❛♣t❡r✳ ❖♥❡ ♦❢ t❤❡ t❤♦✉❣❤ts ❉♦♥ ❇♦s❝♦ t♦❧❞ ❋r ▲❡♠♦②♥❡
❬♠❛♥s✉❝r✐♣t ❪✱ ❣✐✈❡s ❛✇❛② ❤✐s ✇♦rr②✿ ✏❚❤❡ s✉♣❡r✐♦rs ❛r❡ t❤♦✉❣❤t ♦❢ ❛s s✉♣❡r✐♦rs ✴✳ ✳ ✳ ✴
❢❡❛r❡❞ ❡t❝✳✑ ❬ ✱ ✶✼✲✶✽❚❤❡ t❤♦✉❣❤t ❡✈❡♥ s✉❣❣❡sts ❦♥♦✇❧❡❞❣❡ ♦❢ t❤❡ ❝♦♥t❡♥t ♦❢ t❤❡ r❡♣♦rt
♦❢ ▼❛r❝❤ ✾ ✶✽✽✸✳ ✏❋❡❛r✑ ❤❛s t❤❡ s❛♠❡ ♥❡❣❛t✐✈❡ ❝♦♥♥♦t❛t✐♦♥ ❢♦r t❤❡ ❡❞✐t♦r ❛s ✐♥ t❤❡ r❡♣♦rt✳
❍❡ ❞♦❡s ♥♦t ❢❛❧❧✱ ❤♦✇❡✈❡r✱ ✐♥t♦ ❛ ♣❡ss✐♠✐st✐❝ ❡①❛❣❣❡r❛t✐♦♥ ✐♥ t❤❡ ✈❡rs✐♦♥ ❢♦r t❤❡ ❛❞✉❧ts✱
❤❡ ❞♦❡s ♥♦t ♣✉t r❡❛❧❧② ✏❢❡❛r❡❞✑ ❛♥❞ ♦♥ t♦♣ ♦❢ t❤❛t ✏♥♦t ❜❡❧♦✈❡❞✑✳ ❍❡ ❦❡❡♣s t❤❡ ♥✉❛♥❝❡
✏❧✐tt❧❡ ❧♦✈❡❞✑ ❛s ✐♥ t❤❡ ❧❡tt❡r t♦ t❤❡ ❜♦②s✳
❊✈❡r②t❤✐♥❣ ✇❤✐❝❤ ✇❡ ❤❛✈❡ ❣❛t❤❡r❡❞ ❛❜♦✉t t❤❡ ✉s❡ ❛♥❞ t❤❡ ❡✈♦❧✉t✐♦♥ ♦❢ ❤✐s ♠♦tt♦ ❧❡❛❞s
✉s t♦ ✉♥❞❡rst❛♥❞ ✇❡❧❧ ❤♦✇ ✉r❣❡♥t ❤❡ ♠✉st ❤❛✈❡ t❤♦✉❣❤t ✐t ❢♦r ❜♦t❤ t❤❡ ❜♦②s ❛♥❞ ❛❞✉❧ts
t♦ ❝♦♥tr✐❜✉t❡ t♦ r❡❛❝❤ ❛❣❛✐♥ t❤❡ ❧❡✈❡❧ ♦❢ ❧♦✈✐♥❣ ✈❡r② ♠✉❝❤ ❛♥❞ ❢❡❛r✐♥❣ ❧✐tt❧❡ ♦r ♥♦t ❛t ❛❧❧✳
❆♥❞ ✐♥ t❤✐s ✇❛② ✏t❤❡ ❜❛rr✐❡r ✇♦✉❧❞ ❜❡ ❜r♦❦❡♥ ❞♦✇♥✳✑
◆♦t ♦♥❧② ❛❜♦✉t ❱❛❧❞♦❝❝♦ ❞✐❞ ❉♦♥ ❇♦s❝♦ ❤❛✈❡ t♦ ✇♦rr②✳ ❆❧s♦ ♦t❤❡r ❤♦✉s❡s ❡✈❡♥ ✐♥ ❙♦✉t❤
❆♠❡r✐❝❛ ♣r❡♦❝❝✉♣✐❡❞ ❤✐♠✳ ■t s❤♦✇s ✐♥ ❤✐s ❧❡tt❡r t♦ ❇✐s❤♦♣ ❈❛❣❧✐❡r♦✳ ❍❡ ✇r♦t❡ t♦ ❤✐♠ ♦♥
s♦♠❡ ♠♦♥t❤s ❧❛t❡r✱ ❋❡❜r✉❛r② ✶✵ ✶✽✽✺✱ ❛♥❞ ❛❣❛✐♥ ♠❛❞❡ ✉s❡ ♦❢ t❤❡ ♦❧❞ ❜❧❛❝❦✲❛♥❞✲✇❤✐t❡
❝♦♥tr❛st ❤❡ ❤❛❞ ❢♦r♠✉❧❛t❡❞ ❢♦r ♣❛st ♣✉♣✐❧ ♣r✐❡sts ❛ ❝♦✉♣❧❡ ♦❢ ②❡❛rs ❜❡❢♦r❡✳ ✏❯r❣❡ ❛❧❧ ♦✉r
❝♦♥❢r❡r❡s t♦ ❝♦♥❝❡♥tr❛t❡ ❛❧❧ t❤❡✐r ❡✛♦rts ✳✳✳ t♦ ♠❛❦❡ t❤❡♠s❡❧✈❡s ❧♦✈❡❞ ❜✉t ♥♦t ❢❡❛r❡❞✳✑ ✶✼✻
■t ✐s ❛ ✈❡r② str♦♥❣ ❛♥❞ ✐♥❞❡❡❞ ❛♥ ❛❜s♦❧✉t❡ ✇❛② ♦❢ ❡①♣r❡ss✐♥❣ ♦✉ts♣♦❦❡♥ ♣r❡❢❡r❡♥❝❡ ❢♦r
♠❛❦✐♥❣ ♦♥❡s❡❧❢ ❧♦✈❡❞ ✐♥ ♣❡❞❛❣♦❣✐❝❛❧ ❛♥❞ ♣❛st♦r❛❧ ❝♦♥t❛❝ts ❛♥❞ ♣❛rt✐❝✉❧❛r❧② ❢♦r t❤❡ ✇❛②
✐♥ ✇❤✐❝❤ ✐t ❤❛s t♦ ❜❡ ❛❝❤✐❡✈❡❞✳
❲❤❡♥ ✐t ✇❛s ❞❡❝✐❞❡❞ t♦ ❝♦♠♠❡♠♦r❛t❡ ❛♥❞ ❝❡❧❡❜r❛t❡ t❤❡ ✹✺t❤ ❛♥♥✐✈❡rs❛r② ♦❢ t❤❡ ❖r✲
❛t♦r②✬s ❢♦✉♥❞❛t✐♦♥ ♦♥ ❉❡❝❡♠❜❡r ✽ ✶✽✽✻ ❉♦♥ ❇♦s❝♦ ✇♦✉❧❞ r❡✈✐❡✇ t❤❡ ❈♦♥✜❞❡♥t✐❛❧ ❘❡✲
♠✐♥❞❡rs ❢♦r t❤❡ ❘❡❝t♦rs✳ ❍❡ ❝❤♦s❡ t♦ ❢♦r♠✉❧❛t❡ ❤✐s ♠♦tt♦ ❛s ❢♦❧❧♦✇s✿ ✏❙t✉❞✐❛ ❞✐ ❢❛rt✐
❛♠❛r❡✱ ♣✐✉tt♦st♦ ❝❤❡ ❢❛rt✐ t❡♠❡r❡✑✱ ✇❤✐❝❤ ✐s✿ ✏❙tr✐✈❡ t♦ ♠❛❦❡ ②♦✉rs❡❧❢ ❧♦✈❡❞ r❛t❤❡r t❤❛♥
❢❡❛r❡❞✳✑ ✶✼✼ ❚❤✐s ✐s ❛ ❝❧❡❛r ❝♦♥✜r♠❛t✐♦♥ ♦❢ t❤❡ ✇❛② ♦❢ t❤❡ ❡①♣r❡ss✐♦♥ ❝❤❛r❛❝t❡r✐③❡❞ ❜②
❞✐✛❡r❡♥❝❡ ✐♥ ❞❡❣r❡❡✳ ❇♦t❤ ❛r❡ ♥❡❝❡ss❛r②✱ ❜✉t ❧♦✈❡ ♠♦st ♦❢ ❛❧❧✳ ❚❤❛t ✐s ♣r❡❝✐s❡❧② ✇❤❛t ✐s
✐♠♣r❡ss❡❞ ♦♥ t❤❡ ❙❛❧❡s✐❛♥s ✐♥ ❱❛❧❞♦❝❝♦ ❛❧r❡❛❞② ✐♥ ✶✽✽✹✳
❚❤❡ ❡❞✉❝❛t♦r ❛s ❛ ❢❛t❤❡r✱ ❛ ❜r♦t❤❡r ❛♥❞ ❛ ❢r✐❡♥❞ ♦❢ t❤❡ ②♦✉♥❣st❡rs ✶✽
❚❤❛t ❜❛❝❦❣r♦✉♥❞ r❡✈❡❛❧s ✇❤❛t t❡❛❝❤❡rs✱ ❛ss✐st❛♥ts ❛♥❞ s✉♣❡r✐♦rs s❤♦✉❧❞ str✐✈❡ ❛❢t❡r ❛❣❛✐♥
❛❜♦✉t ✶✽✽✹✳ ❚❤❡ t❡①t s✉❣❣❡sts ✈❡r② ❝❧❡❛r❧②✿ t❤❡② ❤❛✈❡ t♦ ❛♣♣❧② t❤❡♠s❡❧✈❡s t♦ ❜❡✐♥❣ ❧♦✈❡❞
✈❡r② ♠✉❝❤ ❛♥❞ ✏❢❡❛r❡❞✑ ✈❡r② ❧✐tt❧❡ ♦r ♥♦t ❛t ❛❧❧✳ ■♥ ♦r❞❡r t♦ ❛❝❤✐❡✈❡ t❤❛t ✕ ❛❝❝♦r❞✐♥❣ t♦ t❤❡
t❡①t ✕ t❤❡② ❤❛✈❡ t♦ ❜❡ ❢❛t❤❡rs✱ ❜r♦t❤❡rs ❛♥❞ ❢r✐❡♥❞s ❢♦r t❤❡ ②♦✉♥❣st❡rs ❛♥❞ ❛s s✉❝❤ ❧♦✈❡
✶✼✻❊ ■❱✱ ♣✳ ✶✸✳ ▼❇ ❳❱■■✱ ♣✳ ✸✵✾❀ ❊▼❇ ❳❱■■✱ ♣✳ ✷✽✹✳
✶✼✼▼❖❚❚❖✱ ❋r✳✱ ■ ✏❘✐❝♦r❞✐ ❝♦♥✜❞❡♥③✐❛❧✐✳✳✳✑ ✱ ♣✳ ✶✺✶✴✶✸✳
▼❇ ❳✱ ♣✳
✶✵✹✶✴❢♦♦t♥♦t❡ ✷❀ ❊▼❇ ❳✱
♣✳✹✹✼✴❢♦♦t♥♦t❡ ✷✳ ▼♦r❡♦✈❡r✱ ❉♦♥ ❇♦s❝♦ ✇♦✉❧❞ ❡♥❞ t❤❡ ❞❡✜♥✐t❡ t❡①t ❜② t❤❡ ❣❡♥❡r❛❧ ❝♦♥❝❧✉s✐♦♥✿ ✏❚❤❛t
✐s ❧✐❦❡ ❛ ✇✐❧❧ ✇❤✐❝❤ ■ ✐♥t❡♥❞ ❢♦r t❤❡ r❡❝t♦rs ♦❢ t❤❡ ❤♦✉s❡s✳✑ ❍❡ ❛❞❞s ❛ ✈❛r✐❛♥t✿ ✏❆♥❞ ✐♥ ❛ ♣❛rt✐❝✉❧❛r ✇❛②
❢♦r t❤❡ ❞✐r❡❝t♦r ♦❢ t❤❡ ❈❤✐❡❢ ❍♦✉s❡ ✐♥ ❚✉r✐♥✑ ✭▼❖❚❚❖✱ ❋r✳✱ ■ ✏❘✐❝♦r❞✐ ❝♦♥✜❞❡♥③✐❛❧✐✳ ✳ ✳ ✑✱ ♣✳ ✶✺✾✴✶✽✸✮✳
■♥ t❤✐s ✇❛② ♦♥❡ ❝❛♥ ✉♥❞❡rst❛♥❞ t❤❛t ❆✳ ❆♠❛❞❡✐ ♣✉t t❤✐s t②♣❡ ♦❢ ♠♦tt♦ ♦♥ t♦♣ ♦❢ ❛ s❡r✐❡s ♦❢ s❡❧❡❝t❡❞✱
♣❡rt✐♥❡♥t ❞✐r❡❝t✐✈❡s ✐♥ t❤❡ ❳t❤ ♣❛rt ♦❢ t❤❡ ▼❡♠♦r✐❡ ❜✐♦❣r❛✜❝❤❡✱ ✇❤✐❝❤ ✇❛s ♣✉❜❧✐s❤❡❞ ✐♥ ✶✾✸✾✳ ✭▼❇
❳✱ ♣✳ ✶✵✹✼❀ ❊▼❇ ❳✱ ♣✳ ✹✺✸✮✳ ❈❢✳ ❛❧s♦ ❢♦♦t♥♦t❡ ✶✻✷ ✐♥ t❤✐s ❝❤❛♣t❡r✳
✶✶✺

12.6 Page 116

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t❤❡♠ ❛♥❞ ❞❡❛❧ ✇✐t❤ t❤❡♠✳ ■t ❢♦❧❧♦✇s t❤❛t t❤❡ ②♦✉♥❣st❡rs ✐♥ t✉r♥ ❝❛♥ s❡❡ t❤❡✐r t❡❛❝❤❡rs✱
❛ss✐st❛♥ts ❛♥❞ s✉♣❡r✐♦rs ❛s t❤❡✐r ✏❢❛t❤❡rs✱ ❜r♦t❤❡rs ❛♥❞ ❢r✐❡♥❞s✑ ❛♥❞ ♥♦t ❜❡ ❛❢r❛✐❞ ♦❢ t❤❡♠✱
❜✉t tr✉st t❤❡♠ ❝♦♥s❡q✉❡♥t❧② ❛♥❞ ❧♦✈❡ t❤❡♠✳ ❆t t❤❡ ❜❡❣✐♥♥✐♥❣ ♦❢ t❤❡ ✐♥s❡rt✐♦♥ t❤❡ ❛✉t❤♦r
❞♦❡s ♥♦t r❡❛❧❧② ❞♦ ❛♥②t❤✐♥❣ ❡❧s❡ ❜✉t r❡♣❡❛t t❤❡ ❝♦♥t❡♥t ♦❢ t❤❡ ❦❡② ❢r❛❣♠❡♥t ✐♥ ❛ ♥❡✇ ✇❛②✳
❈♦✉❧❞ t❤❛t ❜❡ t❤❡ r❡❛s♦♥ ✇❤② ●✳❇✳ ▲❡♠♦②♥❡ ❤❛s ✐♥❝❧✉❞❡❞ t❤❛t ❢r❛❣♠❡♥t❄
❉♦♥ ❇♦s❝♦ ❤❛s ❝❧❡❛r❧② ❣✐✈❡♥ ❛ ❞❡❧✐❜❡r❛t❡ ❡①❛♠♣❧❡ ♦❢ t❤✐s ♣❡❞❛❣♦❣✐❝❛❧ ❛♥❞ ♣❛st♦r❛❧
✈✐s✐♦♥ ♦♥ t❤❡ ❡❞✉❝❛t♦rs✬ ❞❡❛❧✐♥❣ ✇✐t❤ ②♦✉♥❣st❡rs✳ ■♥ t❤❡ ❝♦✉rs❡ ♦❢ t❤❡ ②❡❛rs ❣♦♥❡ ❜② ❤❡
❤❛s r❡♣❡❛t❡❞ t❤✐s ❝❛❧❧ ✉♣♦♥ ❤✐s ❛ss✐st❛♥ts s❡✈❡r❛❧ t✐♠❡s✳
❨❡❛rs ❜❡❢♦r❡ ❞✉r✐♥❣ ❛ ❣♦♦❞ ♥✐❣❤t ✐♥ ❙❡♣t❡♠❜❡r ♦r ❖❝t♦❜❡r ✶✽✻✸✱ ❤❡ ♠✉st ❤❛✈❡ ✐♥tr♦✲
❞✉❝❡❞ ❤✐♠s❡❧❢ t♦ t❤❡ ♥❡✇ ❜♦②s ❛s ❢♦❧❧♦✇s✿ ✏■ ❞♦♥✬t ✇❛♥t ②♦✉ t♦ ❧♦♦❦ ✉♣♦♥ ♠❡ ♠❛✐♥❧② ❛s
②♦✉r s✉♣❡r✐♦r ❜✉t r❛t❤❡r ❛s ②♦✉r ❢r✐❡♥❞✳ ❙♦ ❞♦♥✬t ❜❡ ❛❢r❛✐❞ ♦❢ ♠❡ ❛t ❛❧❧✳ ❋❛r ❢r♦♠ ✐t✦
❚r✉st ♠❡ ❢✉❧❧②✳ ■t ✐s ❛❧❧ ■ ✇❛♥t✱ ❛❧❧ ■ ❛s❦ ②♦✉✱ ❛❧❧ ■ ❡①♣❡❝t ♦❢ r❡❛❧ ❢r✐❡♥❞s✳✑ ✶✼✽ ■♥ t❤❡ ❛❜♦✈❡
❝♦♥t❡①t t♦♦ ❤❡ r❡❛ss✉r❡s t❤❡♠ t❤❡② ❞♦ ♥♦t ❤❛✈❡ t♦ ❜❡ ❛❢r❛✐❞✳ ❚❤❡ ❢r✐❡♥❞s❤✐♣ ✐s ❜✐❧❛t❡r❛❧
✐♥ ❉♦♥ ❇♦s❝♦✬s ♣❡r❝❡♣t✐♦♥✿ ❤❡ ❞♦❡s ♥♦t ♦♥❧② ❝❛❧❧ ❤✐♠s❡❧❢ t❤❡✐r ❢r✐❡♥❞✱ ❜✉t ❤❡ ❛❧s♦ ❝❛❧❧s
t❤❡ ❜♦②s ❤✐s ❢r✐❡♥❞s✳ ❚❤❡② ❝❛♥ ❝♦♥s✐❞❡r t❤❡♠s❡❧✈❡s ❛s ❤✐s ❢r✐❡♥❞s ❛♥❞ ❜❡❤❛✈❡ ❛s s✉❝❤✳
❚❡♥ ②❡❛rs ❧❛t❡r✱ ✐♥ ✶✽✼✸✱ ❤❡ ♠❡t ▼❛❣❣✐♦r✐♥♦ ❇♦r❣❛t❡❧❧♦ ✐♥ t❤❡ ❝♦❧❧❡❣❡ ♦❢ ❱❛r❛③③❡✳ ❆❝✲
❝♦r❞✐♥❣ t♦ ❇♦r❣❛t❡❧❧♦✬s t❡st✐♠♦♥② ❉♦♥ ❇♦s❝♦ ♠✉st ❤❛✈❡ s❛✐❞ ❛t t❤❡ ❡♥❞ ♦❢ ❛ ❝♦♥✈❡rs❛t✐♦♥
✇✐t❤ ❤✐♠✿ ✏❘❡♠❡♠❜❡r ■ ✇❛♥t t♦ ❜❡ ②♦✉r ❢r✐❡♥❞✳✑ ✶✼✾
❆ ❢r✐❡♥❞ ✇✐❧❧ ♥♦ ❞♦✉❜t ❞♦ ❡✈❡r②t❤✐♥❣ ❢♦r t❤❡ ✇❡❧❧✲❜❡✐♥❣ ♦❢ ❤✐s ❢r✐❡♥❞s✱ ❜✉t t❤❡ r❡❧❛t✐♦♥✲
s❤✐♣ ✇✐❧❧ ♥♦t ❜❡ r❡❛❧ ❢r✐❡♥❞s❤✐♣ ✇✐t❤♦✉t ❤❡❛❧t❤② ❛✛❡❝t✐♦♥ ♦r ❛✛❡❝t✐✈❡ ❧♦✈❡✳
❲❤❡♥ ❤❡ ✇r♦t❡ ❛ ❧❡tt❡r t♦ t❤❡ ❜♦②s ✐♥ ▼✐r❛❜❡❧❧♦ ✐♥ ❏✉❧② ✶✽✻✹ t♦ ❛♥♥♦✉♥❝❡ ❤✐s ✈✐s✐t✱
t❤❡ ✇♦r❞s r❛♥ ❛s ❢♦❧❧♦✇s✿ ✏■✬♠ ❝♦♠✐♥❣ t♦ ②♦✉ ❛s ❛ ❢❛t❤❡r✱ ❢r✐❡♥❞✱ ❛♥❞ ❜r♦t❤❡r✳✑ ✶✽✵ ❍❡r❡
❤❡ ✉s❡❞ t❤❡ t❤r❡❡ q✉❛❧✐t✐❡s s✐❞❡ ❜② s✐❞❡✳ ❚❤✐s t♦♦❦ ♣❧❛❝❡ ❛❜♦✉t t❤r❡❡ ②❡❛rs ❜❡❢♦r❡ t❤❡
♣✉❜❧✐❝❛t✐♦♥ ♦❢ ❚❡♣♣❛✬s ✐♥s♣✐r✐♥❣ ❜♦♦❦✿ ✏❆✈✈❡rt✐♠❡♥t✐ ♣❡r ❣❧✐ ❡❞✉❝❛t♦r✐ ❡❝❝❧❡s✐❛st✐❝✐✑✳ ❚❤❡
❛✉t❤♦r✱ ✇❤♦ ✇❛s r❡❝♦♠♠❡♥❞❡❞ ❜② ❉♦♥ ❇♦s❝♦✱ ❛❧s♦ ♣♦st✉❧❛t❡❞ ❝❧❡❛r❧② ❛♥❞ r❡s♦❧✉t❡❧②✿
✏❲❤♦ ✇❛♥ts ❤✐s ♣✉♣✐❧s t♦ ❧♦✈❡ ❤✐♠✱ ♠✉st ❜❡ t❤❡ ✜rst ♦♥❡ ❤✐♠s❡❧❢ t♦ ❞❡❡♣❧② ❧♦✈❡ t❤❡♠
✇✐t❤ t❤❡ ❛✛❡❝t✐♦♥ ♦❢ ❛ ❢❛t❤❡r ❛♥❞ ❛ ❢r✐❡♥❞✳✑ ✶✽✶ ❚❤❡ ❛s♣❡❝t ♦❢ ✏❜r♦t❤❡r✑ ✐s ❛❧s♦ ✐♠♣♦rt❛♥t
✶✼✽▼❇ ❱■■✱ ♣✳ ✺✵✸❀ ❊▼❇ ❱■■✱ ♣♣✳ ✸✵✷✲✸✵✸✳ ❈❢✳ ❢♦♦t♥♦t❡s ✸✾ ❛♥❞ ✶✻✵ ✐♥ t❤✐s ❝❤❛♣t❡r✳ ❈❢✳ ❛❧s♦
❇■❊❙▼❆◆❙✱ ❘✳✱ ❉❡ ❜r✐❡❢ ✉✐t ❘♦♠❡ ❛❛♥ ❞❡ ❥♦♥❣❡♥s✳ ✳ ✳ ✱ ♣✳ ✷✽✴ ❢♦♦t♥♦t❡ ✶✷✳ ❲❡ ♠❛② t❤✐♥❦ ♦❢ ❛♥
✐♥✢✉❡♥❝❡ ♦❢ ❋✳ ❆♣♦rt✐✱ ❛ ♣r♦❢❡ss♦r ♦❢ ♣❡❞❛❣♦❣② ✐♥ ❚✉r✐♥✳ ❆r♦✉♥❞ ✶✽✹✹ ❤❡ ♣r❡s❡♥t❡❞ ❤✐s st✉❞❡♥ts t❤❡
❢♦❧❧♦✇✐♥❣✿ ✏❍❛✈❡ ♣❛t✐❡♥❝❡ ❧✐❦❡ ❛ ❢❛t❤❡r✑ ❛♥❞ ✏❧✐✈❡ ✇✐t❤ t❤❡♠ t❤❡ ❝❤✐❧❞r❡♥❛s ❛ ✇✐s❡ ❢r✐❡♥❞ ❛♥❞ ❛
❝♦✉♥s❡❧❧♦r ❛♥❞ ❛ ❞✐r❡❝t♦r✱ ❧♦✈❡ t❤❡♠ ❧✐❦❡ ②♦✉r ♦✇♥ ❝❤✐❧❞r❡♥✳✑ ✭❆P❖❘❚■✱ ❋✳✱ ❙❝r✐tt✐ ♣❡❞♦❣✐❝✐✱ r❛❝❝♦❧t✐ ❡
✐❧❧✉str❛t✐ ❞❛ ❆✳ ●❛♠❜❛r♦ ■■✱ ❚✉r✐♥✱ ✶✾✹✺✱ ♣✳ ✺✶✳ ❈❢✳ ❇❘❆■❉❖✱ P✳✱ Pr❡✈❡♥✐r❡✳ ✳ ✳ ✱ ♣✳ ✶✵✾✮✳ ■♥t❡r❡st✐♥❣
✐♥❢♦r♠❛t✐♦♥ ♦♥ ❉♦♥ ❇♦s❝♦✬s r❡❧❛t✐♦♥s❤✐♣ ✇✐t❤ ❋✳ ❆♣♦rt✐ ❞✉r✐♥❣ t❤❡ s❡❝♦♥❞ ❤❛❧❢ ♦❢ t❤❡ ❢♦rt✐❡s ✐♥ ▼❇
■■✱ ♣♣✳ ✶✽✽✲✶✽✾❀ ✷✵✾✲✷✶✾❀ ✸✾✽❀ ❊▼❇✱ ■■✱ ♣♣✳ ✶✹✽✲✶✹✾❀ ✶✻✺✲✶✼✷❀ ✸✶✶✳ ❚❛❦✐♥❣ ❛ ❝❧♦s❡r ❧♦♦❦✱ ✇❡ ❝❛♥♥♦t
❡①❝❧✉❞❡ t❤❛t ●✳ ❇♦♥❡tt✐ ♣r♦❝❡ss❡❞ ♦♥❡ ♦r t✇♦ t❤♦✉❣❤ts ✇❤✐❝❤ ❉♦♥ ❇♦s❝♦ ❞❡✈❡❧♦♣❡❞ ❛♥❞ ❡①♣r❡ss❡❞
♦♥❧② ❧❛t❡r✱ ✐♥ t❤♦s❡ ♥♦t❡s✳
✶✼✾▼❇ ❳✱ ♣✳ ✷✵❀ ❊▼❇ ❳✱ ♣✳ ✶✻✲✶✼✳
✶✽✵❊ ✭♠✮✱ ✈♦❧✳ s❡❝♦♥❞♦✱ ♣✳ ✺✾✳ ▼❇ ❱■■■✱ ♣✳ ✽✼✺❀ ❊▼❇ ❱■■■✱ ♣✳ ✸✽✷✳ ❇■❊❙▼❆◆❙✱ ❘✳✱ ❉❡ ❜r✐❡❢ ✉✐t ❘♦♠❡
❛❛♥ ❞❡ ❥♦♥❣❡♥s✳✳✳✱ ♣✳ ✸✶✳ ❈❢✳ ❢♦♦t♥♦t❡ ✸✾ ✐♥ t❤✐s ❝❤❛♣t❡r ♦❢ t❤❡ st✉❞②✳
✶✽✶❚❊PP❆✱ ❆✳▼✳✱ ❆✈✈❡rt✐♠❡♥t✐✳✳✳✱ ♣✳ ✷✷✳ ❊✈❡♥ ❡❛r❧✐❡r ❉♦♥ ❇♦s❝♦ ♠❛② ❤❛✈❡ ❜❡❡♥ ❛❝q✉❛✐♥t❡❞ ✇✐t❤ t❤❡
❜♦♦❦ ✏ ▲❡ ❞♦❧❝✐ ✈✐rtù ❞✐ ✉♥ ❜✉♦♥ ♠❛❡str♦ ❛❝❝❡♥♥❛t♦ ❞❛❧❧✬ ❆❜✳ ❉❡ ❧❛ ❙❛❧❧❡✑ ✭✶✽✸✺✮ ❜② ❆❣❛t❤♦♥✱ ❇r♦t❤❡r
♦❢ t❤❡ ❈❤r✐st✐❛♥ s❝❤♦♦❧s✳ ❍❡ ✇r♦t❡✿ ✏▲♦✈❡ ✐s ✇♦♥ ❜② ❧♦✈❡✳ ❆ t❡❛❝❤❡r ♠✉st ♣r✐♠❛r✐❧② ❛♥❞ ❛❜♦✈❡ ❛❧❧
❝❤❡r✐s❤ ❛ ❢❡❡❧✐♥❣ ♦❢ ❛ ❢❛t❤❡r ❢♦r t❤❡♠ ❬t❤❡ ♣✉♣✐❧s❪✳✑ ✭❇❘❆■❉❖✱ P✳✱ Pr❡✈❡♥✐r❡✳ ✳ ✳ ✱ ♣✳ ✶✶✼✳✮ ❖♥ t❤❡ ♦t❤❡r
❤❛♥❞ ✇❡ ❦♥♦✇ t❤❛t ❛❧r❡❛❞② ✐♥ ✶✽✺✹ ❉♦♥ ❇♦s❝♦ ✇r♦t❡ ✐♥ ❛ ❞r❛❢t ♦❢ ❛ ✏❘✉❧❡ ♦❢ t❤❡ ❖r❛t♦r② ♦❢ ❙❛✐♥t
❋r❛♥❝✐s ❞❡ ❙❛❧❡s ❢♦r t❤❡ ❞❛② ♣✉♣✐❧s✑ ✿ ✏❍❡ ❬t❤❡ ❞✐r❡❝t♦r❪ ❤❛s t♦ s❤♦✇ ❤✐♠s❡❧❢ ❝♦♥t✐♥✉♦✉s❧② ❛s ❛ ❢r✐❡♥❞✱
❝♦♠r❛❞❡ ❛♥❞ ❜r♦t❤❡r ♦❢ ❛❧❧✳✑ ❈❢✳ ❇❖❙❈❖✱ ●✳✱ ❘❡❣♦❧❛♠❡♥t♦ ❞❡❧❧✬❖r❛t♦r✐♦ ❞✐ ❙✳ ❋❛♥❝❡s❝♦ ❞✐ ❙❛❧❡s ♣❡r
✶✶✻

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t♦ ❉♦♥ ❇♦s❝♦✳ ■t s❤♦✉❧❞ ♣✉t ❡♠♣❤❛s✐s ♦♥ ❤✐s ♣r❡❢❡r❡♥❝❡ ❢♦r ❛ ❝❡rt❛✐♥ ❢♦r♠ ♦❢ ❡q✉❛❧✐t②✱
s♦❧✐❞❛r✐t② ❛♥❞ ❤❛r♠♦♥② ✐♥ ❞❡❛❧✐♥❣ ✇✐t❤ ❡❛❝❤ ♦t❤❡r✳
❍❡ ❤❛s ♦❢t❡♥ r❡♣❡❛t❡❞ t❤❡ tr✐❛❞✱ ❢♦r ❡①❛♠♣❧❡ ✐♥ ✶✽✼✹✳ ❆❢t❡r ❛ ✈❡r② ❧♦♥❣ ❛❜s❡♥❝❡✱ ❤❡
✇r♦t❡ ✈✐❛ ▼✳ ❘✉❛ t♦ t❤❡ ❜♦②s ✐♥ ❱❛❧❞♦❝❝♦✿ ✏❨♦✉r ❢❛t❤❡r✱ ②♦✉r ❜r♦t❤❡r✱ t❤❡ ❢r✐❡♥❞ ♦❢
②♦✉r s♦✉❧ ❧❡❛✈❡s ❘♦♠❡ t♦❞❛② ❆♣r✐❧✶✹❛❢t❡r ❛ t❤r❡❡ ❛♥❞ ❛ ❤❛❧❢ ♠♦♥t❤ ❛❜s❡♥❝❡✳✑ ✶✽✷ ❚❤✐s
✉tt❡r❛♥❝❡ s❤♦✇s ❛t ♦♥❝❡ t❤❛t t❤❡ r❡❢❡r❡♥❝❡ ✏♦❢ ②♦✉r s♦✉❧✑ ✐♥❞✐❝❛t❡s t❤❛t t❤❡ r❡❧❛t✐♦♥❛❧
q✉❛❧✐t✐❡s ♦♥❧② ♠❛❦❡ s❡♥s❡ ✐❢ t❤❡② s♣r✐♥❣ ❢r♦♠ ❛ ❞❡❡♣✱ ✐♥❡①❤❛✉st✐❜❧❡ s♣✐r✐t✉❛❧ s♦✉r❝❡✳
❲❤❡♥ ✇♦r❦✐♥❣ ♦♥ ❤✐s ▼❡♠♦✐rs ♦❢ t❤❡ ❖r❛t♦r②✱ ❤❡ ✇r♦t❡ ❛❜♦✉t t❤❡ ♣r✐❡st ❋❛t❤❡r
❈❛❧♦ss♦✿ ✏■t ✇❛s t❤❡♥ t❤❛t ■ ❝❛♠❡ t♦ r❡❛❧✐s❡ ✇❤❛t ✐t ✇❛s t♦ ❤❛✈❡ ❛ r❡❣✉❧❛r s♣✐r✐t✉❛❧
❞✐r❡❝t♦r✱ ❛ ❢❛✐t❤❢✉❧ ❢r✐❡♥❞ ♦❢ ♦♥❡✬s s♦✉❧✳✑ ❚❤❡ s✐♠✐❧❛r✐t② ✐s str✐❦✐♥❣✳ ❙♦♠❡ ♣❛❣❡s ❢✉rt❤❡r ✐t
✐s s❛✐❞ s♦♠❡✇❤❛t ♠♦r❡ ❣❡♥❡r❛❧❧② ❜✉t ❛s ❝❧❡❛r❧②✿ ✏❲❤♦ ❦♥♦✇s❄ ■ t❤♦✉❣❤t t♦ ♠②s❡❧❢✱ ✐❢ t❤❡s❡
②♦✉♥❣st❡rs ❤❛❞ ❛ ❢r✐❡♥❞ ♦✉ts✐❞❡ ❬t❤❡ ♣r✐s♦♥s❪✱ ✇❤♦ ✇♦✉❧❞ t❛❦❡ ❧♦✈✐♥❣ ❝❛r❡ ♦❢ t❤❡♠✱ ❤❡❧♣
t❤❡♠✱ t❡❛❝❤ t❤❡♠ r❡❧✐❣✐♦♥ ♦♥ ❢❡❛st ❞❛②s✳✳✳ ❲❤♦ ❦♥♦✇s ❜✉t t❤❡② ❝♦✉❧❞ ❜❡ st❡❡r❡❞ ❛✇❛②
❢r♦♠ r✉✐♥✱ ♦r ❛t ❧❡❛st t❤❡ ♥✉♠❜❡r ♦❢ t❤♦s❡ ✇❤♦ r❡t✉r♥ t♦ ♣r✐s♦♥ ❝♦✉❧❞ ❜❡ ❧❡ss❡♥❡❞❄✑ ✶✽✸
❍❡ ❛❧s♦ ♦✛❡r❡❞ ❤✐s ❝❧♦s❡st ❝♦✲✇♦r❦❡rs ❝♦✉♥s❡❧ ❛♥❞ ❞✐r❡❝t✐✈❡✳ ■t ❝♦♥s✐st❡❞ ♦❢ ✇❤❛t ❤❡
❤✐♠s❡❧❢ t❤♦✉❣❤t ✐♠♣♦rt❛♥t ❛♥❞ ❡✣❝✐❡♥t ❢♦r ❤✐s ♣❛st♦r❛❧ ❛♥❞ ♣❡❞❛❣♦❣✐❝❛❧ ❡❞✉❝❛t✐♦♥✳ ■♥
✶✽✼✸ ❤❡ ✇r♦t❡ t♦ ▼✳ ❘✉❛✿ ✏ ■♥ ♦♠♥✐❜✉s ❝❛r✐t❛s✳ ✭❈❤r✐st✐❛♥ ❝❤❛r✐t② ✐♥ ❛❧❧ t❤✐♥❣s✮✳ ❆❝t ✐♥
s✉❝❤ ❛ ✇❛② t❤❛t ❛❧❧ ✇❤♦ ❞❡❛❧ ✇✐t❤ ②♦✉ ♠❛② ❜❡❝♦♠❡ ②♦✉r ❢r✐❡♥❞s✳✑ ✶✽✹
❚❤❡ ②❡❛r ✶✽✼✼ ✇❛s t❤❡ ♠♦st ✐♠♣♦rt❛♥t ②❡❛r ♦❢ ❝♦♥s♦❧✐❞❛t✐♦♥✳ ■♥ t❤❡ ♣✉❜❧✐❝❛t✐♦♥ ♦❢
t❤❡ ❘✉❧❡s ❛♥❞ ❘❡❣✉❧❛t✐♦♥s ❢♦r t❤❡ ❍♦✉s❡s ❤❡ ✐♥❝❧✉❞❡❞ t✇♦ ✐♥✢✉❡♥t✐❛❧ t❡①ts✿ t❤❡ ▲✐tt❧❡
❚r❡❛t✐s❡ ♦♥ t❤❡ Pr❡✈❡♥t✐✈❡ ❙②st❡♠ ❛♥❞ ●❡♥❡r❛❧ ❆rt✐❝❧❡s✳ ❚❤❡ ❢♦❧❧♦✇✐♥❣ ♣♦✐♥ts ❛r❡ ♣❛r✲
t✐❝✉❧❛r❧② ♠❡❛♥✐♥❣❢✉❧ ❢♦r t❤❡ ♣r❡s❡♥t ❝❛s❡✿ ✏❚❤❡ ♣✉♣✐❧ ✇✐❧❧ ❛❧✇❛②s r❡♠❛✐♥ t❤❡ ❢r✐❡♥❞ ♦❢
t❤❡ ❡❞✉❝❛t♦r✳ ✳ ✳ ❍❡ ✇✐❧❧ ❧♦♦❦ ✉♣♦♥ ❤✐s ❢♦r♠❡r t❡❛❝❤❡rs ❛♥❞ s✉♣❡r✐♦rs ❛s ❢❛t❤❡rs ❛♥❞
❜r♦t❤❡rs✳✑ ✏❋❛t❤❡rs ❛♥❞ ❜r♦t❤❡rs✑ ❛r❡ t✇♦ ♦❢ t❤❡ t❤r❡❡ q✉❛❧✐t✐❡s ✐♥ t❤❛t ✐♠♣♦rt❛♥t ❧✐tt❧❡
❡ss❛②✳ ❆s ✐❢ ✐t ✇❡r❡ ❛♥ ❛❞❞✐t✐♦♥ ❛♥❞ ❛t t❤❡ s❛♠❡ t✐♠❡ ❛ ❝♦✉♥t❡r♣❛rt ♦❢ t❤❡ ❜♦②s✬ ❛tt✐t✉❞❡✱
t❤❡ s❡✈❡♥t❤ ✐t❡♠ ♦❢ t❤❡ ✏●❡♥❡r❛❧ ❆rt✐❝❧❡s✑ r✉♥s ❛s ❢♦❧❧♦✇s✿ ✏❊❛❝❤ s✉♣❡r✐♦r s❤♦✉❧❞ s❤♦✇
❤✐♠s❡❧❢ t♦ ❜❡ t❤❡✐r ❢r✐❡♥❞✳✑ ▼❡❛♥t ✐♥ t❤❡ ✜rst ♣❧❛❝❡ ✐s✿ ✏❚❤❡ ❢r✐❡♥❞ ♦❢ t❤❡ t♦✉❣❤ ❛♥❞ ❡✈❡♥
r❡❜❡❧❧✐♦✉s ♣✉♣✐❧s✳✑ ✶✽✺ ■♥ t❤❡ ❘✉❧❡s ♦❢ t❤❡ ❖r❛t♦r② ♦❢ ❙❛✐♥t ❋r❛♥❝✐s ❞❡ ❙❛❧❡s ❢♦r t❤❡ ❉❛②
P✉♣✐❧s✱ ❛❧s♦ ♣✉❜❧✐s❤❡❞ ✐♥ ✶✽✼✼✱ ✇❡ r❡❛❞✿ ✏❍❡ ❬t❤❡ r❡❝t♦r❪ s❤♦✉❧❞ s❤♦✇ ❤✐♠s❡❧❢ ❝♦♥t✐♥✉♦✉s❧②
t♦ ❜❡ ❢r✐❡♥❞✱ ❝♦♠♣❛♥✐♦♥✱ ❜r♦t❤❡r ♦❢ ❡✈❡r②♦♥❡✳✑ ✏❊✈❡r②♦♥❡✑ ❝♦✉❧❞ ♣♦ss✐❜❧② ♦♥❧② r❡❢❡r t♦
t❤❡ ❝♦♥❢r❡r❡s✳ ❆♥②✇❛②✱ t❤❡ ❞✐r❡❝t✐✈❡s ❢♦r t❤❡ r❡❝t♦r ❝♦♥t✐♥✉❡ ❛s ❢♦❧❧♦✇s✿ ✏❍❡ ❤❛s t♦ ❜❡
❧✐❦❡ ❛ ❢❛t❤❡r ❛♠✐❞st ❤✐s ♦✇♥ ❝❤✐❧❞r❡♥✳✑ ✶✽✻ ■t ✐s ❛❜♦✉t ✏②♦✉t❤❢✉❧ ❤❡❛rts✑ ❣✐♦✈❛♥✐ ❝✉♦r✐✐♥
t❤✐s ❝♦♥t❡①t✳ ❚❤❡s❡ ❛r❡ ✐t❡♠s ♦❢ ❛❞✈✐❝❡ ✇❤✐❝❤ ♠❛② ❤❛✈❡ ❛✛❡❝t❡❞ ▲❡♠♦②♥❡✬s ❝♦♠♠❡♥t❛r②
❛s ✈♦✐❝❡❞ ❤❡r❡ ❜② ❇✉③③❡tt✐✳✑ ❚❤♦s❡ ♦✣❝✐❛❧ ❞♦❝✉♠❡♥ts s❤♦✇ t❤❛t t❤❡ ❙❛❧❡s✐❛♥s ✐♥❝❧✉❞✐♥❣
▲❡♠♦②♥❡ ♠✉st ❤❛✈❡ ❜❡❡♥ ✇❡❧❧ ✐♥❢♦r♠❡❞ ♦♥ ❉♦♥ ❇♦s❝♦✬s ♣♦✐♥t ♦❢ ✈✐❡✇✳ ■t ✐s ❛❧s♦ ❝❧❡❛r
❢r♦♠ t❤❡ ✜rst ❝❤❛♣t❡r t❤❛t t❤❡s❡ t❡①ts ✇❡r❡ r❡❣✉❧❛r❧② r❡❛❞ ♦✉t ✐♥ ❱❛❧❞♦❝❝♦✳ ❚❤❡ ❡✈❡r②❞❛②
❣❧✐ ❡st❡r♥✐ ✐♥✿ ❇❖❙❈❖✱ ●✳✱ ❙❝r✐tt✐ s✉❧ s✐st❡♠❛ ♣r❡✈❡♥t✐✈♦ ♥❡❧❧✬❡❞✉❝❛③✐♦♥❡ ❞❡❧❧❛ ❣✐♦✈❡♥tù✱ ✭❛ ❝✉r❛ ❞✐ P✳
❇r❛✐❞♦✮✱ ❇r❡s❝✐❛✱ ▲❛ ❙❝✉♦❧❛✱ ✶✾✻✺✱ ♣✳ ✸✻✹✱ ♣✳ ✸✻✵✴❢♦♦t♥♦t❡ ✶ ❛♥❞ ♣✳ ✸✻✺✴✐t❡♠ ✼✳
✶✽✷❊ ✭♠✮✱ ✈♦❧✳ q✉❛rt♦✱ ♣✳ ✷✼✽✳
✶✽✸❋♦r ❜♦t❤ q✉♦t❛t✐♦♥s ❇❖❙❈❖✱ ●✳✱ ▼❡♠♦r✐❡ ❞❡❧❧✬❖r❛t♦r✐♦✳ ✳ ✳ ✱ ♣♣✳ ✹✼✴✸✾✼✲✸✾✽❀ ✶✷✵✴✼✺✼✲✼✻✵✳ ▼❡♠♦✐rs✳✳✳
♣✳ ✹✹ ❛♥❞ ♣♣✳ ✶✵✶✲✶✵✷✳ ❈❢✳ ▼❇ ■■✱ ♣✳ ✻✸❀ ❊▼❇ ■■✱ ♣✳ ✹✾✳
✶✽✹❊ ✭♠✮✱ ✈♦❧✳ q✉❛rt♦✱ ♣✳ ✶✹✷✳ ▼❇ ❳✱ ♣✳ ✶✶✽✸❀ ❊▼❇ ❳✱ ♣✳ ✺✶✹✳
✶✽✺❖❊ ❳❳■❳ ❬✶✵✼❪ ❛♥❞ ❬✶✶✷✴✼❪✳ ❈♦♥st✐t✉t✐♦♥s✳✳✳✱ ♣✳ ✷✺✶✴✶ ✭tr❛♥s❧❛t❡❞ ❛❝❝♦r❞✐♥❣ t♦ t❤❡ t❡①t ✐♥✿ ❇❖❙❈❖✱
●✳✱ ■❧ s✐st❡♠❛ ♣r❡✈❡♥t✐✈♦✳✳✳✱ ♣✳ ✾✵✴✺✶✶✲✺✶✸✮✳ ❙❡❡ ❢♦♦t♥♦t❡ ✹✶ ✐♥ t❤✐s ❝❤❛♣t❡r✳
✶✽✻❖❊ ❳❳■❳ ❬✸✺✴✷✲✸✻✴✼❪✳
✶✶✼

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♣r❛❝t✐❝❡ ❤♦✇❡✈❡r s❤♦✇s ❦♥♦✇❧❡❞❣❡ ✐s ♥♦t s✉✣❝✐❡♥t t♦ ♠♦✈❡ ♣❡♦♣❧❡ t♦ ❛❝t✐♦♥✳ ▼♦r❡♦✈❡r
✐t ✐s ♣♦ss✐❜❧❡ t❤❛t t❤❡ ♥♦✈✐❝❡s ❛♥❞ ❝❧❡r✐❝s ✐♥ tr❛✐♥✐♥❣ ✇❡r❡ ♥♦t ♠❛❞❡ ❢❛♠✐❧✐❛r ❡♥♦✉❣❤ ✇✐t❤
❉♦♥ ❇♦s❝♦✬s ❞✐r❡❝t✐✈❡s✳
■♥ t❤❡ ♠❡❛♥t✐♠❡ ❉♦♥ ❇♦s❝♦ ❤✐♠s❡❧❢ ❤❛❞ ❜❡❡♥ ✈❡r② ❝♦♥s✐st❡♥t ✐♥ t❤❡ ♣❡r✐♦❞ ❢♦❧❧♦✇✐♥❣
t❤❡ ❝♦♥s♦❧✐❞❛t✐♥❣ ✇r✐t✐♥❣s✳ ❲❤❡♥ ✐♥ ✶✽✼✽ t❤❡ ✈❡r② ②♦✉♥❣ ❋r P❡rr♦t ✇❛s ❛♣♣♦✐♥t❡❞ r❡❝t♦r
♦❢ t❤❡ ♥❡✇ ❢♦✉♥❞❛t✐♦♥ ✐♥ ▲❛ ◆❛✈❛rr❡✱ ❤❡ ❣❛✈❡ ❤✐♠ t❤❡ ❢♦❧❧♦✇✐♥❣ ❛❞✈✐❝❡✿ ✏❉♦ ♥♦t ❣♦ ❛s
❛ s✉♣❡r✐♦r ❜✉t ❛s ❛ ❢r✐❡♥❞✱ ❜r♦t❤❡r ❛♥❞ ❢❛t❤❡r✳✑ ✶✽✼ ❚❤❛t ✇❛s tr✉❡ ❢♦r ❞❡❛❧✐♥❣ ✇✐t❤ t❤❡
❝♦♥❢r❡r❡s ❜✉t ♥♦ ❞♦✉❜t ❢♦r t❤❡ ❝♦♥t❛❝t ✇✐t❤ t❤❡ ❜♦②s t♦♦✳ ■♥ t❤❛t r❡s♣❡❝t ❤❡ ❤❛❞ t♦ s❤♦✇
t❤❡ ✇❛② ❢♦r t❤❡ ♦t❤❡rs✳ ❚❤❡ s❡q✉❡♥❝❡ ♦❢ t❤❡ t❤r❡❡ q✉❛❧✐t✐❡s ✐s ♥♦t ❛❧✇❛②s t❤❡ s❛♠❡✱ ❜✉t
t❤✐s ♠❛② ❜❡ ❛r❜✐tr❛r②✳ ■t ♠❛② ❜❡ t❤❡ ❝♦♥s❡q✉❡♥❝❡ ♦❢ ❛ ✇❡❧❧✲t❤♦✉❣❤t✲t❤r♦✉❣❤ ✐♥t❡♥t✐♦♥
✈✐s✲à✲✈✐s t❤❡ ♥❡✇ r❡❝t♦r✳
❚❤✐s ✐s t❤❡ ♣❧❛❝❡ t♦ r❡♠✐♥❞ ♦✉rs❡❧✈❡s ♦❢ t❤❡ ✏❣r❡❛t ♠❡❡t✐♥❣✑ ✐♥ ❱❛❧❞♦❝❝♦✳ ❉♦♥ ❇♦s❝♦
❥♦✐♥❡❞ t❤❡ ♠❡❡t✐♥❣ t♦✇❛r❞s t❤❡ ❡♥❞ ♦❢ ✐t ✭◆♦✈❡♠❜❡r ✶✽✽✷✮✳ ❆❢t❡r ❤❡ ❤❛❞ ❧✐st❡♥❡❞ t♦ ❛
s✉♠♠❛r② ♦❢ t❤❡ ❞✐s❝✉ss✐♦♥✱ ❤❡ ❛♣♣r♦✈❡❞ ♦❢ ✐t t❤❡♥ s❛✐❞✿ ✏P❛② ❡s♣❡❝✐❛❧ ❛tt❡♥t✐♦♥ t♦ t❤❡
t❡❛❝❤❡r ♦r ❛ss✐st❛♥t ❛s t❤❡ s✉♣❡r✐♦r ♦❢ t❤❡ ❜♦②s ✇❤❡♥ ✐♥ ❝❛rr②✐♥❣ ♦✉t t❤❛t r♦❧❡✳ ❍♦✇❡✈❡r✱
✇❤❡♥ s❡r✈✐❝❡ ❛♥❞ ❢✉♥❝t✐♦♥ ❞♦ ♥♦t ❛♣♣❧②✱ ❤❡ ✐s t♦ ❜❡ ❛ ❢r✐❡♥❞ ❛♥❞ ❢❛t❤❡r t♦ t❤❡ ❜♦②s✳✑ ✶✽✽
❍✐s ❞✐r❡❝t✐✈❡ ❝❧❡❛r❧② ❣✐✈❡s ❡✈✐❞❡♥❝❡ ♦❢ ❤✐s ✐♥t❡♥t✐♦♥ t♦ ✐♠♣r❡ss ❤✐s ♣♦✐♥t ♦❢ ✈✐❡✇ ✜r♠❧② ♦♥
❤✐s ❝♦✲✇♦r❦❡rs✳
❚❤❡ ❡♥t✐r❡ ❛❞✈✐❝❡ ❛s ❤❡ ❣❛✈❡ ✐t t♦ ❋r P❡rr♦t ✇❛s s♦ ❞❡✜♥✐♥❣ ❢♦r ❉♦♥ ❇♦s❝♦ t❤❛t ❤❡ ✇r♦t❡
✐t ❞♦✇♥ ❛❣❛✐♥ ✇❤❡♥ ❤❡ ✇❛s ✇♦r❦✐♥❣ ♦♥ t❤❡ s❡q✉❡❧ t♦ ❤✐s ♣❡rs♦♥❛❧ ▼❡♠♦r✐❡ ❞❡❧❧✬❖r❛t♦r✐♦
✇✐t❤ ✐♥t❡r✈❛❧s ❞✉r✐♥❣ t❤❡ ②❡❛rs ✶✽✽✹✲✶✽✽✻✳ ❍❡ ❣❛✈❡ ❤✐s s✉❝❝❡ss♦r ✲ ❛s ❘❡❝t♦r ▼❛❥♦r ✲
t❤❡ ✐♥str✉❝t✐♦♥ ✏t♦ ❛ss✉r❡ ❬❛❧❧ ✈♦t❡rs❪ ❤❡ ✇♦✉❧❞ ❜❡ t❤❡ ❢❛t❤❡r✱ t❤❡ ❢r✐❡♥❞ ❛♥❞ t❤❡ ❜r♦t❤❡r
♦❢ ❛❧❧✳✑ ✶✽✾ ❛❢t❡r t❤❡ ❡❧❡❝t✐♦♥✳ ■t ✐s ♥♦t s♦ ❞❛r✐♥❣ t♦ ✐♥t❡r♣r❡t ✏❛❧❧✑ ✈❡r② ❜r♦❛❞❧② ✐♥ t❤✐s
✐♥str✉❝t✐♦♥ ❢♦r ❥✉st ❧✐❦❡ ❛ r❡❝t♦r ❤❡ ✐s ❛❧s♦ ✲ ❛♥❞ ❡✈❡♥ t♦ ❛ ❧❛r❣❡r ❡①t❡♥t ✲ ✏t❤❡ ♠♦st
✐♠♣♦rt❛♥t s✉♣❡r✐♦r ✇❤♦ ✐s t❤❡ ✉❧t✐♠❛t❡ r❡s♣♦♥s✐❜❧❡ ♣❡rs♦♥ ❢♦r t❤❡ t❤✐♥❣s ♦❝❝✉rr✐♥❣ ✐♥ t❤❡
❖r❛t♦r②✳✑ ✶✾✵
❚❤❡ q✉♦t❡s ❛♥❞ t❡st✐♠♦♥✐❡s ♠❛② ❜❡ q✉✐t❡ ♦✈❡r✇❤❡❧♠✐♥❣ ❜✉t t❤❡② ❞♦ ♥♦t r❡✈❡❛❧ ✈❡r②
❝❧❡❛r❧② ♣r❡❝✐s❡❧② ✇❤❛t ❤❡ ♠❡❛♥t ❜② t❤❡ ❝♦♥❝❡♣ts ❵❢❛t❤❡r✱ ❢r✐❡♥❞ ❛♥❞ ❜r♦t❤❡r✬✳ ❙♦♠❡ ♦❢ t❤❡
q✉♦t❡s ❝❡rt❛✐♥❧② ❞♦ ♥♦t ♦✛❡r ♠♦r❡ ✐♥s✐❣❤t ✐♥t♦ t❤❡ ✇❛② t❤❡ ❜♦②s ❛♥❞ ❝❧♦s❡st ❝♦✲✇♦r❦❡rs
✉♥❞❡rst♦♦❞ t❤❡♠✳ ❚❤❛t ✐s ✇❤② ■ ❛♠ ❣♦✐♥❣ t♦ tr② t♦ ❣✐✈❡ ❛ ♠♦r❡ ❛❝❝✉r❛t❡ ❡①♣❧❛♥❛t✐♦♥ ♦❢
t❤❡ ♠❡❛♥✐♥❣ ♦❢ t❤❡ ❝♦♥❝❡♣ts✳
❆❜♦✉t ❜❡✐♥❣ ❛ ❢❛t❤❡r
✶✽✼❊ ■■■✱ ♣✳ ✸✻✵✳ ❆❜♦✉t ❛ ♠♦♥t❤ ❧❛t❡r ❤❡ r❡♠✐♥❞❡❞ ●✳ ❘♦♥❝❤❛✐❧✱ ❞✐r❡❝t♦r ✐♥ ◆✐❝❡✱ ♦❢ ♦♥❡ ♦❢ ❤✐s ♠♦st
✐♠♣♦rt❛♥t ♠✐ss✐♦♥s ✇✐t❤ ❛ ♣♦st s❝r✐♣t✉♠ ✐♥ ❛ ❧❡tt❡r ♦❢ ❆✉❣✉st ✶✽✼✽✳ ■t r❛♥✿ ✏◆❡✈❡r ❢♦r❣❡t t❤❛t ②♦✉
❛r❡ t❤❡ ❢❛t❤❡r ♦❢ ❛❧❧✳ ❨♦✉ ❛r❡ t♦ ❧❡❛❞ ❛❧❧ t♦ ❏❡s✉s✳✑ ✭❊ ■■■✱ ♣✳ ✸✽✵✳✮ ❙♦ t❤❡r❡ ❤❡ ❧✐♠✐t❡❞ ❤✐♠s❡❧❢ t♦ t❤❡
❛s♣❡❝t ♦❢ ✏❢❛t❤❡r❤♦♦❞✑✳ ❈❢✳ ▼❇ ❳■■■✱ ♣✳ ✼✶✻❀ ❊▼❇ ❳■■■✱ ♣✳✺✹✽✳
✶✽✽❈❢✳ ❢♦♦t♥♦t❡ ✹✷ ✐♥ t❤✐s ❝❤❛♣t❡r ❛♥❞ ❢♦♦t♥♦t❡ ✺✸ ✐♥ t❤❡ ✜rst ❝❤❛♣t❡r ♦❢ t❤✐s st✉❞②✳ ■ s❤♦✉❧❞ ❧✐❦❡ t♦
q✉♦t❡ ❤❡r❡ ❛ r❡✢❡❝t✐♦♥ ♦❢ P✳ ❇r❛✐❞♦ ❛❜♦✉t t❤❡ ❝✉rr❡♥t r❡♥❡✇❛❧ ♦❢ t❤❡ ❡❞✉❝❛t♦r✬s ❢✉♥❝t✐♦♥✳ ✏■t ❡♥t❛✐❧s ❛
r❛❞✐❝❛❧❧② ♥❡✇ ✇❛② ♦❢ ✐♥t❡r♣r❡t✐♥❣ ❛♥❞ tr②✐♥❣ ♦✉t t❤❡ ✐❞❡❛ ❛♥❞ r♦❧❡ ♦❢ ✏❢❛t❤❡r✑✱ ✏❜r♦t❤❡r✑ ❛♥❞ ✏❢r✐❡♥❞✑✳
✭❇❘❆■❉❖✱ P✳✱ Pr❡✈❡♥✐r❡✳ ✳ ✳ ✱ ♣✳ ✹✵✶✳✮
✶✽✾❇❘❆■❉❖✱ P✳✱ ❉♦♥ ❇♦s❝♦ ❡❞✉❝❛t♦r❡✳✳✳✱ ♣✳✹✶✷✴✷✺✶✲✷✺✷✳
✶✾✵ ❖❊ ❳❳■❳ ❬✸✺❪✳
✶✶✽

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❍♦✇ ❉♦♥ ❇♦s❝♦ ✐♠❛❣✐♥❡❞ ❵❜❡✐♥❣ ❛ ❢❛t❤❡r✬ ✇❛s ♦❜✈✐♦✉s❧② ✐♥✢✉❡♥❝❡❞ ❛♥❞ ❞❡✜♥❡❞ ❜② ❤✐s
❡❞✉❝❛t✐♦♥ ❛t t❤❡ s❡♠✐♥❛r② ❛♥❞ ❧❛t❡r ♦♥ ❜② ❤✐s r❡❛❞✐♥❣✱ ❜♦t❤ ♦❢ ✇❤✐❝❤ ♦✛❡r❡❞ ❤✐♠ ✐❞❡❛s ♦♥
t❤❡ s♣✐r✐t✉❛❧ ❢❛t❤❡r❤♦♦❞ ♦❢ t❤❡ ♣r✐❡st s❡❡♥ ❢r♦♠ t❤❡ ♣❡rs♣❡❝t✐✈❡ ♦❢ t❤❡ ❈❤r✐st✐❛♥ tr❛❞✐t✐♦♥✳
◆♦ ❧❡ss❡r ✐♠♣❛❝t ♠✉st ❤❛✈❡ ❝♦♠❡ t❤r♦✉❣❤ ❤✐s ♦✇♥ ❡①♣❡r✐❡♥❝❡ ✇❤❡♥ ❤❡ ✇❛s ❛ ②♦✉♥❣st❡r✳
▼❡♠♦✐rs ❲r✐t✐♥❣ ❤✐s
❤❡ t❤♦✉❣❤t ❜❛❝❦ t♦ ❋❛t❤❡r ❈❛❧♦ss♦✳ ❍❡ ❝❤❛r❛❝t❡r✐③❡❞ ❤✐♠ ✐♥ t❤❡
❢♦❧❧♦✇✐♥❣ ✇♦r❞s✿ ✏■ ✐❞♦❧✐s❡❞ ❋r ❈❛❧♦ss♦✱ ❧♦✈❡❞ ❤✐♠ ❛s ✐❢ ❤❡ ✇❡r❡ ♠② ❢❛t❤❡r✳ ✳✳✳ ❚❤❛t ♠❛♥
♦❢ ●♦❞ ❧❛✈✐s❤❡❞ ❛✛❡❝t✐♦♥ ♦♥ ♠❡✱ ❛♥❞ ❤❡ ✇♦✉❧❞ ♦❢t❡♥ s❛②✿ ❞♦♥✬t ✇♦rr② ❛❜♦✉t t❤❡ ❢✉t✉r❡✳
❆s ❧♦♥❣ ❛s ■✬♠ ❛❧✐✈❡ ■✬❧❧ s❡❡ t❤❛t ②♦✉ ✇❛♥t ❢♦r ♥♦t❤✐♥❣✳ ❆♥❞ ■✬❧❧ ♠❛❦❡ ♣r♦✈✐s✐♦♥ ❢♦r ②♦✉
❛❢t❡r ♠② ❞❡❛t❤✳✑ ■♥ t❤✐s ✇❛② ❉♦♥ ❇♦s❝♦ ❡♠♣❤❛s✐③❡❞ t❤❡ ❢❛t❤❡r❤♦♦❞ ♦❢ t❤❡ ♣r✐❡st✱ ✏♠❛♥
♦❢ ●♦❞✑✳ ■t str✐❦❡s ✉s ❉♦♥ ❇♦s❝♦ ❣❛✈❡ ♣r♦♠✐♥❡♥❝❡ t♦ t❤❡ ♠❛♥✬s ❛✛❡❝t✐♦♥ ❢♦r ❤✐♠✿ ✏❍❡
❛✛❡③✐♦♥❡ ❧❛✈✐s❤❡❞ ❛✛❡❝t✐♦♥ ✭❵
✬✮ ♦♥ ♠❡✳✑ ■t ✐s ❛ r❡♣❡t✐t✐♦♥ ♦❢ ✇❤❛t ❋r ❈❛❧♦ss♦ ❤❛❞ t♦❧❞ ❤✐♠
❜❡❢♦r❡✳ ✏❏♦❤♥✱ ♠② ❜♦②✱ ②♦✉ ❤❛✈❡ ♣✉t ②♦✉r tr✉st ✐♥ ♠❡ ❛♥❞ ✐t ✇✐❧❧ ♥♦t ❜❡ ✐♥ ✈❛✐♥✳ ❙♦✱
❧❡❛✈❡ t❤❛t ✉♥r❡❛s♦♥❛❜❧❡ ❜r♦t❤❡r ♦❢ ②♦✉rs❀ ❝♦♠❡ ❛♥❞ ❧✐✈❡ ✇✐t❤ ♠❡✳ ❆♥❞ ②♦✉ ✇✐❧❧ ❤❛✈❡ ❛
❧♦✈✐♥❣❢❛t❤❡r✳✑ ❆✛❡❝t✐♦♥✱ t❤❡ ❛✛❡❝t✐✈❡ ❧♦✈❡ ❤❛s ❛❧✇❛②s ❜❡❡♥ ❛ ✈❡r② ✐♠♣♦rt❛♥t ❛s♣❡❝t ✐♥
t❤❡ ❤✉♠❛♥ ❛♥❞ ♣❛st♦r❛❧ ❛♥❞ ♣❡❞❛❣♦❣✐❝❛❧ r❡❧❛t✐♦♥s❤✐♣✳ ❆ r❡❛❧ ❢❛t❤❡r✱ ❛❧s♦ ❛ r❡❛❧ s♣✐r✐t✉❛❧
❢❛t❤❡r✱ s❤♦✇s ❛♥❞ ♠❛❦❡s ❛ s♦♥ ❢❡❡❧ ❤❡ ❧♦✈❡s ❤✐♠✳ ❍❡ ❣✐✈❡s s❛❢❡t②✱ t❤❡ ❢❡❡❧✐♥❣ ❤❡ ✐s ❢✉❧❧②
❛❝❝❡♣t❡❞✳ ❍❡ ✐s ❛ ❧♦✈✐♥❣ ❛♥❞ ❞❡❛r ❢❛t❤❡r✱ ❛❝❝♦r❞✐♥❣ t♦ t❤❡ ▼❡♠♦r✐❡ ❞❡❧❧✬❖r❛t♦r✐♦ ♣❛❞r❡
❛♠♦r♦s♦ ❚r❡❛t✐s❡ ✑✳ ■t ✐s t❤❡ ❡①♣r❡ss✐♦♥ ✇❤✐❝❤ ❉♦♥ ❇♦s❝♦ ❤❛❞ ♠❛❞❡ ♦✣❝✐❛❧ ✐♥ ❤✐s ❧✐tt❧❡
♦♥ t❤❡ Pr❡✈❡♥t✐✈❡ ❙②st❡♠✶✾✶
❆t t❤❡ s❛♠❡ t✐♠❡ ❛ tr✉❡ ❢❛t❤❡r ✐s ♣r❡♦❝❝✉♣✐❡❞ ✇✐t❤ t❤❡ ❢✉t✉r❡ ❛♥❞ ✇❡❧❧✲❜❡✐♥❣ ♦❢ ❤✐s
❝❤✐❧❞r❡♥✳ ❍❡ ✇✐❧❧ ♠❛❦❡ s✉r❡ ❛♥❞ ✐❢ ♥❡❡❞s ❜❡ ✜❣❤t ❢♦r ❤✐s ❝❤✐❧❞r❡♥ t♦ ❜❡ ❜❡tt❡r ♦✛ t❤❛♥ ❤❡
❤✐♠s❡❧❢ ❤❛s ❜❡❡♥✳ ❉♦♥ ❇♦s❝♦ ♣✉t ❛✛❡❝t✐✈❡ ❧♦✈❡✱ ♠♦r❡ ♣r❡❝✐s❡❧② r❡❝✐♣r♦❝❛❧ ❧♦✈❡✱ ✐♥ ❢♦❝✉s
✇❤❡♥ ♣✐❝t✉r✐♥❣ ❤✐s t❡❛❝❤❡r✱ ❇❛♥❛✉❞✐✿ ✏❍❡ ❧♦✈❡❞ t❤❡♠ ❤✐s ♣✉♣✐❧s❛❧❧ ❛s ✐❢ t❤❡② ✇❡r❡ ❤✐s
♦✇♥ ❝❤✐❧❞r❡♥ ❬s♦♥s❪ ❛♥❞ t❤❡② ❧♦✈❡❞ ❤✐♠ ❧✐❦❡ ❛♥ ❛✛❡❝t✐♦♥❛t❡ ❢❛t❤❡r✳✑ ❆❧s♦ t❤❡ ❜♦②s ♠✉st
❤❛✈❡ ❢❡❧t t❛♥❣✐❜❧❡ ❛✛❡❝t✐♦♥ ❢♦r ❉♦♥ ❇♦s❝♦ s♦ ♠✉❝❤ s♦ t❤❡② st✐❧❧ ❧✐❦❡❞ t♦ ❛❞❞r❡ss ❤✐♠ ❜②
t❤❡ ✏s✇❡❡t ♥❛♠❡ ♦❢ ❢❛t❤❡r✑ ❛s ♣❛st ♣✉♣✐❧s✳✶✾✷
■♥ t❤❡ s♦❝✐❛❧ ❛♥❞ ❝✉❧t✉r❛❧ ❝♦♥t❡①t ♦❢ t❤❡ t✐♠❡ ✲ ❜❡❛r✐♥❣ ✐♥ ♠✐♥❞ t❤❡ ❛❜s❡♥❝❡ ♦❢ ❝♦✲
❡❞✉❝❛t✐♦♥ ✐♥ s❝❤♦♦❧s ✲ t❤✐s ❛❝❝❡♥t ♠✐❣❤t ❜❡ t❤❡ ❡♠♣❤❛s✐s ♦♥ t❤❡ ❡ss❡♥t✐❛❧ ❢❡♠❛❧❡✱ ♠♦t❤❡r❧②
❝♦♠♣♦♥❡♥t✳ ❚❤❡ ♣r♦♠✐♥❡♥❝❡ ❝❛♥ ❛❧s♦ ❜❡ ❛ttr✐❜✉t❡❞ t♦ ❤✐s ♠♦t❤❡r✬s ❧♦✈❡ ✇❤✐❝❤ ❤❡✱ ❛s t❤❡
②♦✉♥❣❡st ♦❢ t❤❡ ❢❛♠✐❧②✱ ❤❛❞ ❜❡❡♥ ❛❜❧❡ t♦ ❡♥❥♦② s♦ ♠✉❝❤✳ ❨❡t ✐t ❛❧s♦ r❡❢❡rs t♦ t❤❡ ❦✐♥❞ ♦❢
❧♦✈❡ ❤❡ ❤❛❞ ♠✐ss❡❞♦✉t ♦♥ ❛t ❧❡❛st s✉❜❝♦♥s❝✐♦✉s❧② ❜② t❤❡ ❡❛r❧② ❞❡❛t❤ ♦❢ ❤✐s ❢❛t❤❡r✳
❆ ❣♦♦❞ ❢❛t❤❡r ✲ ✐♥ t❤❡ ❡②❡s ♦❢ ❉♦♥ ❇♦s❝♦ ✲ ✐s ♥❡✈❡rt❤❡❧❡ss ❛❧s♦ ❛❧✇❛②s ❛ ♠❛♥ ✇❤♦
✏s❡❡s t❤❛t t❤❡ ❜♦②s ✇❛♥t ❢♦r ♥♦t❤✐♥❣✑❀ ❤❡ s✉♣♣❧✐❡s ❡✈❡r②t❤✐♥❣ t❤❡② ♥❡❡❞✳ ■t ✐s t❤❡ ❢❛t❤❡r
♦r❛t✐♦ ♣r♦ ✇❤♦ s❤♦✇s ❜② ❤✐s ❛❝t✐♦♥s t❤❛t ❤❡ ❧♦✈❡s ❤✐s ❜♦②s✱ ❛s ❉♦♥ ❇♦s❝♦ st❛t❡❞ ✐♥ ❤✐s
❞♦♠♦ ✐♥ ❞✐s❝✉ss✐♦♥ ✇✐t❤ ❇✉③③❡tt✐✳ ✏❍♦✇ ♠✉❝❤ ❞✐❞ ❤❡ ♥♦t ❜❡❛r ❛♥❞ s✉✛❡r t♦ ♣r♦✈✐❞❡ t❤❡♠
✇✐t❤ ❞❛✐❧② ❜r❡❛❞✱ ❛ ❤♦✉s❡✱ t❡❛❝❤❡rs ❛♥❞ ❡s♣❡❝✐❛❧❧② t♦ ♣r♦✈✐❞❡ ❢♦r t❤❡ s❛❧✈❛t✐♦♥ ♦❢ t❤❡✐r
s♦✉❧s✳✑ ❆ r❡❛❧ ❢❛t❤❡r ❞♦❡s ♥♦t ♦♥❧② ✇✐s❤ t❡♠♣♦r❛❧ ❛♥❞ s♣✐r✐t✉❛❧ ❤❛♣♣✐♥❡ss ❢♦r ❤✐s ❝❤✐❧❞r❡♥✱
❜✉t ❤❡ ❞♦❡s ❡✈❡r②t❤✐♥❣ ✏❤❡ ♣♦ss✐❜❧② ❝❛♥✑ ❢♦r t❤❡♠✳ ❬✶✶✲✶✷▼♦r❡♦✈❡r✱ ❤❡ ♠❛❦❡s t✐♠❡
✶✾✶
❇❖❙❈❖✱
●✳✱
▼❡♠♦r✐❡
❞❡❧ ❧✬❖r❛t♦r✐♦✳✳✳
♣✳
✺✵✴✹✺✵✲✹✻✸✳
❇❖❙❈❖✱ ❏✳✱ ▼❡♠♦✐rs✳✳✳✱ ♣✳
✹✻✳
❈❢✳
▼❇ ■✱
♣✳✷✶✹❀ ❊▼❇ ■✱ ♣✳✶✺✾✳ ❇❖❙❈❖✱ ●✳✱ ■❧ s✐st❡♠❛ ♣r❡✈❡♥t✐✈♦✳✳✳✱ ✽✸✴✸✾✷✳ ❈♦♥st✐t✉t✐♦♥s✳✳✳✱ ♣✳ ✷✹✼✳
✶✾✷
❇❖❙❈❖✱ ●✳✱ ▼❡♠♦r✐❡ ❞❡❧❧✬❖r❛t♦r✐♦✳✳✳✱ ♣✳ ✼✶✴✾✵✾✳ ■❉✳✱ ▼❡♠♦✐rs✳✳✳✱ ♣✳ ✻✶✳ ❈❢✳ ▼❇ ■✱ ♣✳✸✷✺❀ ❊▼❇ ■✱
♣✳✷✹✹✳ ❈❢✳ ❛❧s♦ ❢♦♦t♥♦t❡ ✶✻✼ ✐♥ t❤✐s ❝❤❛♣t❡r✳ ❆s ❢❛r ❛s ♣❛st ♣✉♣✐❧s ❛r❡ ❝♦♥❝❡r♥❡❞✱ ❝❢✳ ❢♦♦t♥♦t❡ ✹✵ ✐♥
t❤✐s ❝❤❛♣t❡r✳ ❍❡r❡❛❢t❡r ♦♥ ❤✐s ❢r✐❡♥❞s❤✐♣ ✇✐t❤ ▲✳ ❈♦♠♦❧❧♦✿ ▼❡♠♦r✐❡ ❞❡❧❧✬❖r❛t♦r✐♦✳ ✳ ✳ ✱ ♣✳ ✾✺✴✷✵✾✲✷✶✸✳
▼❡♠♦✐rs✳✳✳✱ ♣♣✳ ✺✽✲✻✵✳ ❈❢✳ ▼❇ ■✱ ♣✳✹✵✸❀ ❊▼❇ ■✱ ♣✳ ✸✵✵✳
✶✶✾

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❢♦r t❤❡♠✳ ❍❡ t❛❧❦s t♦ t❤❡♠✱ ❧✐st❡♥s t♦ t❤❡✐r ❞❡s✐r❡s ❛♥❞ ♥❡❡❞s✱ ❤❡ ❝♦✉♥s❡❧s✱ st✐♠✉❧❛t❡s
❛♥❞ ❡♥❝♦✉r❛❣❡s t❤❡♠✱ ❤❡ ❜❛❝❦s t❤❡♠ ✉♣✱ ✐s ❛ r❡❢✉❣❡ ❛♥❞ ✐♥s♣✐r❡s ❝♦♥✜❞❡♥❝❡✳ ❍❡ ❦❡❡♣s
✇❛t❝❤ ♦✈❡r ❤✐s ❝❤✐❧❞r❡♥✬s ❜❡❤❛✈✐♦✉r✳ ❍❡ ❛❝ts ✇✐t❤ ❛✉t❤♦r✐t② ✇❤❡r❡ ♥❡❡❞❡❞ ❛♥❞ tr✐❡s t♦
❝♦rr❡❝t ❜② r❡s♦❧✉t❡❧② ❜✉t ✏❦✐♥❞❧② ♣♦✐♥t✐♥❣ ♦✉t ❡rr♦rs✑✱ ♣✉♥✐s❤✐♥❣ ♠♦❞❡r❛t❡❧② ❛♥❞ ❝❡rt❛✐♥❧②
♥♦t ❛♣♣❧②✐♥❣ ❛♥② ❦✐♥❞ ♦❢ ❝♦r♣♦r❛❧ ♣✉♥✐s❤♠❡♥t ✇❤❛ts♦❡✈❡r✳ ■t ❛❧✇❛②s ❝♦♠❡s ❞♦✇♥ ❛❣❛✐♥
t♦ ❢r✐❡♥❞❧②✱ ❣❡♥t❧❡✱ ❥♦✈✐❛❧✱ ❝♦♥✜❞❡♥t✐❛❧ ❛♥❞ ❢❛♠✐❧✐❛r ❞❡❛❧✐♥❣ ✇✐t❤ t❤❡ ②♦✉♥❣st❡rs ❛♥❞ ❧✐❦❡
❇❛♥❛✉❞✐ t♦ s✉❝❝❡❡❞ ✐♥ ❜♦t❤ ✏❜❡✐♥❣ r❡s♣❡❝t❡❞ ❛♥❞ ❧♦✈❡❞✑✱ ❡✈❡♥ ♠♦r❡ ❧♦✈❡❞ t❤❛♥ ❢❡❛r❡❞✳
✶✽
❆❜♦✉t ❜❡✐♥❣ ❛ ❢r✐❡♥❞
❇② t❤✐s ❝♦♥✜❞❡♥t✐❛❧✱ ❥♦✈✐❛❧ ❛♥❞ ❜❡♥❡✈♦❧❡♥t ❞❡❛❧✐♥❣ t❤❡ ❢❛t❤❡r ✜❣✉r❡ ✐s ❛❧s♦ q✉❛❧✐✜❡❞ ❛s
❛ ❢r✐❡♥❞✳ ■t ✐s str✐❦✐♥❣ ❤♦✇ ♦❢t❡♥ ❉♦♥ ❇♦s❝♦ ❝♦♠❜✐♥❡s ❢❛t❤❡r ❛♥❞ ❢r✐❡♥❞ ✐♥ t❤❡ ❝♦❧❧❡❝t❡❞
q✉♦t❡s✳ ■t ✐s ♦❜✈✐♦✉s ❤❡ ✇❛♥t❡❞ t♦ ❜❡ ❜♦t❤ ❛ ❢r✐❡♥❞ ❛♥❞ ❛ ❢❛t❤❡r t♦ t❤❡ ②♦✉♥❣st❡rs✳
❨❡t ❤❡ ❤❛❞ ❜❡❡♥ ❛❜❧❡ t♦ ❡①♣❡r✐❡♥❝❡ ✇❤❛t ❢r✐❡♥❞s❤✐♣ ❛♠♦♥❣ ②♦✉♥❣ ♣❡♦♣❧❡ ❝♦✉❧❞ ♠❡❛♥ ✐♥
▼❡♠♦✐rs ❤✐s ②♦✉t❤✳ ■♥ ❤✐s
❤❡ t❡st✐✜❡❞ t♦ ▲✉✐❣✐ ❈♦♠♦❧❧♦✿ ✏❚❤✐s ♠❛r✈❡❧❧♦✉s ❝♦♠♣❛♥✐♦♥ ✇❛s
♠② ❢♦rt✉♥❡✳ ❍❡ ❝♦✉❧❞✱ ❛s t❤❡ ♦❝❝❛s✐♦♥ ❞❡♠❛♥❞❡❞✱ ❛❞✈✐s❡ ♠❡✱ ❝♦rr❡❝t ♠❡✱ ♦r ❝❤❡❡r ♠❡ ✉♣✱
❜✉t ❛❧❧ ✇✐t❤ s✉❝❤ ❝❤❛r♠ ❛♥❞ ❝❤❛r✐t② t❤❛t ■ ❡✈❡♥ ✇❡❧❝♦♠❡❞ ❤✐s ❛❞♠♦♥✐t✐♦♥s ❛♥❞ ❧♦♦❦❡❞ ❢♦r
t❤❡♠✳ ■ ❞❡❛❧t ❢❛♠✐❧✐❛r❧② ✇✐t❤ ❤✐♠ ❛♥❞ ■ ✇❛s ♥❛t✉r❛❧❧② ❧❡❛❞ t♦ ❢♦❧❧♦✇ ❤✐s ❡①❛♠♣❧❡✳✑ ✭❙❡❡
❢♦♦t♥♦t❡ ✶✾✷✮ ❚❤❡ ❡✛❡❝t✐✈❡ ❛♥❞ ❛❝t✐✈❡ ❈❤r✐st✐❛♥ ❧♦✈❡ ✇❤✐❝❤ s❤♦✇❡❞ ✐ts❡❧❢ t❤r♦✉❣❤ ✇❛r♥✐♥❣✱
❝♦rr❡❝t✐♥❣ ❛♥❞ ❢♦❧❧♦✇✐♥❣✱ ♣♦ss✐❜❧② ♣r❡✈❛✐❧s ✐♥ ❤✐s r❡tr♦s♣❡❝t ♦♥ t❤❡✐r ❢r✐❡♥❞s❤✐♣✳ ❚❤❡
❛✛❡❝t✐✈❡ ❝♦♠♣♦♥❡♥t ✐s str♦♥❣❧② ♣r❡s❡♥t ❛s ✇❡❧❧✱ ❛s ✐s ❝❧❡❛r t❤r♦✉❣❤ ♠❡♥t✐♦♥✐♥❣ ❝❤❡❡r✐♥❣
✉♣ ❛♥❞ ❝♦♥✜❞❡♥t✐❛❧✱ ❢❛♠✐❧✐❛r ❝♦♥t❛❝t✿ s②♠♣❛t❤②✱ ❦♥♦✇✐♥❣ ❛♥❞ ❢❡❡❧✐♥❣ ♦♥❡s❡❧❢ s❛❢❡ ✇✐t❤♦✉t
❛♥② t♦✉❝❤ ♦❢ s❡♥t✐♠❡♥t❛❧✐t②✳
❚❤❛t ✇❛s ❛❧s♦ t❤❡ ❝❛s❡ ✇❤❡♥ ❤❡ t♦❧❞ ❛❜♦✉t ❉♦♠✐♥✐❝ ❙❛✈✐♦✬s ❢r✐❡♥❞s❤✐♣s✳ ❉♦♥ ❇♦s❝♦ ❤❛❞
t❤❡ ❜♦② s❛② t♦ ●✐♦✈❛♥♥✐ ▼❛ss❛❣❧✐❛ ✐♥ ❤✐s ❜r✐❡❢ ❜✐♦❣r❛♣❤②✿ ✏■ ✇❛♥t ✉s t♦ ❜❡ r❡❛❧ ❢r✐❡♥❞s✳
❬❚❤❛t ♠❡❛♥s❪ r❡❛❧ ❢r✐❡♥❞s ❢♦r ♠❛tt❡rs ♦❢ t❤❡ s♦✉❧✳ ❚❤❛t ✐s ✇❤② ■ s❤♦✉❧❞ ❧✐❦❡ t❤❡ ♦♥❡ t♦ ❜❡
t❤❡ ♠♦♥✐t♦r ♦❢ t❤❡ ♦t❤❡r ✐♥ ❛♥②t❤✐♥❣ t❤❛t ❝❛♥ ❝♦♥tr✐❜✉t❡ t♦ s♣✐r✐t✉❛❧ ✇❡❧❧✲❜❡✐♥❣✳✑ ✶✾✸ ❚❤❡
❝❡♠❡♥t ♦❢ t❤❡✐r ❢r✐❡♥❞s❤✐♣ ✇❛s ❝♦♥❣❡♥✐❛❧✐t②✿ ❝❤❡r✐s❤✐♥❣ t❤❡ s❛♠❡ ✐❞❡❛❧s ❛♥❞ s✉♣♣♦rt✐♥❣
❡❛❝❤ ♦t❤❡r ✉♥❝♦♥❞✐t✐♦♥❛❧❧②✳ ❇♦t❤ ❢r✐❡♥❞s❤✐♣s ❛r❡ ❛❜♦✉t ②♦✉♥❣ ♣❡♦♣❧❡ ❛♠♦♥❣ t❤❡♠s❡❧✈❡s
❡✈✐❞❡♥t❧②✳ ❚❤❡ s❛♠❡ t❡♥❞❡♥❝② ✐s t♦ ❜❡ ❢♦✉♥❞ ✐♥ t❤❡ r❡❛❝t✐♦♥ ♦❢ t❤❡ ②♦✉♥❣ ♣r✐❡st ●✐♦✈❛♥♥✐
❇♦s❝♦ ✇❤❡♥ ✈✐s✐t✐♥❣ ②♦✉♥❣ ♣r✐s♦♥❡rs✳ ❍❡ q✉✐t❡ s♦♦♥ ♠❛❞❡ t❤❡ ❢♦❧❧♦✇✐♥❣ r❡✢❡❝t✐♦♥✿ ✏■❢
t❤❡s❡ ②♦✉♥❣st❡rs ❤❛❞ ❛ ❢r✐❡♥❞ ♦✉ts✐❞❡ ❬♦❢ ♣r✐s♦♥❪ ✇❤♦ ✇♦✉❧❞ t❛❦❡ ❝❛r❡ ♦❢ t❤❡♠✱ ❤❡❧♣ t❤❡♠✱
t❡❛❝❤ t❤❡♠ r❡❧✐❣✐♦♥ ♦♥ ❢❡❛st ❞❛②s✳✳✳ ❲❤♦ ❦♥♦✇s ❜✉t t❤❡② ❝♦✉❧❞ ❜❡ st❡❡r❡❞ ❛✇❛② ❢r♦♠
r✉✐♥✱ ♦r ❛t ❧❡❛st t❤❡ ♥✉♠❜❡r ♦❢ t❤♦s❡ ✇❤♦ r❡t✉r♥ t♦ ♣r✐s♦♥ ❝♦✉❧❞ ❜❡ ❧❡ss❡♥❡❞❄✑ ✶✾✹ ❚❤❛t
✐s ❤♦✇ ❤❡ ❞❡s❝r✐❜❡❞ ✇❤❛t ❤❡ ✇♦✉❧❞ ❧✐❦❡ t♦ ❞♦ ❢♦r t❤❡s❡ ②♦✉♥❣st❡rs ❜❡❝❛✉s❡ ❤❡ t♦♦❦ t❤❡✐r
❞❡st✐♥② t♦ ❤❡❛rt✳ ■t ✇❛s ❛❧s♦ ❜❡❝❛✉s❡ ❤❡ ❧♦✈❡❞ t❤❡♠ ♥♦t s♦❧❡❧② ❛s ❤✉♠❛♥ ❜❡✐♥❣s ❜✉t
❡q✉❛❧❧② ✇❛♥t❡❞ t♦ ❛ss✐st t❤❡♠ ❛s ❛ ♣r✐❡st ❛♥❞ ❛ ❢r✐❡♥❞✳
▲❛t❡r ❛ ❣♦♦❞ ♥✐❣❤t ♠❛❞❡ ✐t ❝❧❡❛r ❤❡ ❝♦♥s✐❞❡r❡❞ t❤❡ s②♠♣❛t❤②✱ t❤❡ ❛✛❡❝t✐♦♥ ❛♥❞ t✐❡s
♦❢ ❢r✐❡♥❞s❤✐♣ ❛s ❛ s♦✉r❝❡ ❢r♦♠ ✇❤✐❝❤ ②♦✉♥❣st❡rs ❝♦✉❧❞ ❞r❛✇ ♠✉❝❤ tr✉st ✐♥ ❤✐♠ ❛♥❞ t❤❡
✶✾✸
❖❊ ❳■ ❬✽✾❪✳
✶✾✹
❇❖❙❈❖✱
●✳✱
▼❡♠♦r✐❡
❞❡❧ ❧✬❖r❛t♦r✐♦✳✳✳
♣✳
✶✷✵✴✼✺✻✲✼✻✶❀
▼❡♠♦✐rs✳✳✳
♣♣✳
✶✵✶✲✶✵✷✳
✶✷✵

13 Pages 121-130

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13.1 Page 121

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❡❞✉❝❛t♦rs✳ ❆t t❤❡ s❛♠❡ t✐♠❡ ❤❡ ♠❛❞❡ t❤❡♠ ✉♥❞❡rst❛♥❞ t❤❡② ❝♦✉❧❞ ❜❡ ❤✐s ✏r❡❛❧ ❢r✐❡♥❞s✑✳
❚❤✐s ♠❡❛♥s ❤❡ ✐♥✈✐t❡❞ t❤❡ ❜♦②s t♦ ❧♦✈❡ ❤✐♠ ❛♥❞ ❞❡❛❧ ✇✐t❤ ❤✐♠✬ ❛♥❞ ✇✐t❤ ❡❛❝❤ ♦t❤❡r ✐♥
❛ s♣♦♥t❛♥❡♦✉s✱ ❝♦♥✜❞❡♥t✐❛❧ ❛♥❞ ♦♣❡♥✲❤❡❛rt❡❞ ✇❛②✳✶✾✺ ❚r✉❡ ❢r✐❡♥❞s❤✐♣ ❣♦❡s ❜♦t❤ ✇❛②s✳
■t ❝♦♥t❛✐♥s ❛ ❝❡rt❛✐♥ ❛ttr❛❝t✐♦♥ t♦✇❛r❞s ❡❛❝❤ ♦t❤❡r✱ ❛♣♣r❡❝✐❛t✐♦♥ ❛♥❞ ♣r❡❢❡r❡♥❝❡ ❢♦r ❡❛❝❤
♦t❤❡r✱ ♦♣❡♥✲❤❡❛rt❡❞♥❡ss ❛♥❞ t♦❣❡t❤❡r♥❡ss ♦♥ ❜♦t❤ s✐❞❡s✳ ❋r✐❡♥❞s❤✐♣ ❛❧s♦ ✐♠♣❧✐❡s t❤❛t
②♦✉ ❝❛♥ ❜❧✐♥❞❧② ❝♦✉♥t ♦♥ ❡❛❝❤ ♦t❤❡r ✐♥ ❛❧❧ ❝✐r❝✉♠st❛♥❝❡s✳ ■t ✐s ❛♥ ❡❞✉❝❛t♦r✲②♦✉♥❣st❡r
r❡❧❛t✐♦♥s❤✐♣ ✇❤✐❝❤ ♠❛② ♦✈❡rs❤❛❞♦✇ t❤❡ ❢❛t❤❡r✲s♦♥ r❡❧❛t✐♦♥s❤✐♣ ♦r t❤❡ ❢❛t❤❡r ✜❣✉r❡ ✐♥
♣✉❜❡rt②✳ ❈♦✉❧❞ t❤❛t ❜❡ t❤❡ r❡❛s♦♥ ✇❤② t❤❡ ✏r♦❧❡s✑ ♦❢ ❢❛t❤❡r ❛♥❞ ❢r✐❡♥❞ ✐♥ ❛ t❡❛❝❤❡r✱
❡❞✉❝❛t♦r ❛♥❞ s✉♣❡r✐♦r ❛r❡ ♥♦t s♦ ♦❢t❡♥ ♠❡♥t✐♦♥❡❞ t♦❣❡t❤❡r ❛s ❜❡✐♥❣ ❝♦♠♣❧❡♠❡♥t❛r②❄
❆♥❞ ✇♦✉❧❞ ❤❡ ♥♦t ❤❛✈❡ s✇✐t❝❤❡❞ t♦ t❤❡ ❢❛t❤❡r ✐♠❛❣❡ ✐♥ t❤❛t s❛♠❡ ❡✈❡♥✐♥❣ ❛❞❞r❡ss ❛t t❤❡
♠♦♠❡♥t ✇❤❡♥ ❤❡ ✇❛s ❛❜♦✉t t♦ s♣❡❛❦ ❛❜♦✉t r❡♣r✐♠❛♥❞✐♥❣ ❛♥❞ ♣✉♥✐s❤✐♥❣❄ ❍❡ ✇❛♥t❡❞ t♦
❜❡ ❜♦t❤ t❤❡ ❢❛t❤❡r❧② ❢r✐❡♥❞ ❛♥❞ t❤❡ ❢r✐❡♥❞❧② ❢❛t❤❡r✳
❆❜♦✉t ❜❡✐♥❣ ❛ ❜r♦t❤❡r
❚❤❡ q✉♦t❡s ❛❜♦✈❡ ❛❧s♦ ♥❡❛r❧② ❛❧✇❛②s ❝♦♥t❛✐♥ t❤❡ ✇♦r❞ ✏❜r♦t❤❡r✑✳ ■♥ t❤❡ ▲✐tt❧❡ ❚r❡❛t✐s❡
♦♥ t❤❡ Pr❡✈❡♥t✐✈❡ ❙②st❡♠ ❉♦♥ ❇♦s❝♦ r❡str✐❝t❡❞ ❤✐♠s❡❧❢ t♦ ❢❛t❤❡r ❛♥❞ ❜r♦t❤❡r✳
❉♦♥ ❇♦s❝♦ ❤❛❞ ❛♥ ❛♠❜✐❣✉♦✉s ❡①♣❡r✐❡♥❝❡ ♦❢ ❜r♦t❤❡rs ✐♥ ❛ ❢❛♠✐❧②✿ ❛ ♥❡❣❛t✐✈❡ ♦♥❡ ✇✐t❤
❤✐s ❡❧❞❡r st❡♣✲❜r♦t❤❡r ❆♥t❤♦♥② ❛♥❞ ❛ ♣♦s✐t✐✈❡ ♦♥❡ ✇✐t❤ ❤✐s s❧✐❣❤t❧② ♦❧❞❡r ❜r♦t❤❡r ❢r♦♠ ❤✐s
❢❛t❤❡r✬s s❡❝♦♥❞ ♠❛rr✐❛❣❡✳ ❍❡ ✐♥❢♦r♠❡❞ ✉s ❛❜♦✉t t❤❡ ✈✐❝✐ss✐t✉❞❡s ✇✐t❤ t❤❡ ✜rst ♦♥❡ ✐♥ ❤✐s
▼❡♠♦✐rs✳ ❍♦✇❡✈❡r✱ ❤❡ ❞✐❞ ♥♦t ✇r✐t❡ ❛♥②t❤✐♥❣ t❤❡r❡ ❛❜♦✉t t❤❡ r❡❧❛t✐♦♥s❤✐♣ ✇✐t❤ ❏♦s❡♣❤✳
❚❤❡ ❜r♦t❤❡r ❛s♣❡❝t ✐s t❤❡ ❧❡❛st tr❛♥s♣❛r❡♥t ♦❢ t❤❡ t❤r❡❡ ✐♥ t❤❡ t❡①ts tr❡❛t❡❞ ✉♣ t♦
♥♦✇✳ ❲❡ ♠❛② s✉♣♣♦s❡ t❤❛t ❜❡✐♥❣ ❛ ❜r♦t❤❡r ❣❡♥❡r❛❧❧② ♠❡❛♥t ❜❡✐♥❣ ❡q✉❛❧ t♦ ♦♥❡ ❛♥♦t❤❡r✱
✉♥❞❡rst❛♥❞✐♥❣ ❡❛❝❤ ♦t❤❡r✱ ♣❧❡❛❞✐♥❣ ❢♦r ❡❛❝❤ ♦t❤❡r✬s ❝❛✉s❡s ❛♥❞ ❛ ❢r✐❡♥❞❧② r❡❧❛t✐♦♥s❤✐♣✱
t♦❣❡t❤❡r♥❡ss ❛♥❞ ✇✐❧❧✐♥❣♥❡ss t♦ ❢♦r❣✐✈❡✱ ✐♥❝❧✉❞✐♥❣ s♣♦♥t❛♥❡♦✉s ❛♥❞ ✐♥❢♦r♠❛❧ ✇❛②s ♦❢ ❞❡❛❧✲
✐♥❣ ✇✐t❤ ❡❛❝❤ ♦t❤❡r✳ ❉♦♥ ❇♦s❝♦✬s ✈✐❡✇ ♦❢ ❛ ❤❡❛❧t❤②✱ ✜♥❡ ❛♥❞ ✐❞❡❛❧ ❢❛♠✐❧② ✇❛s ✐♥s♣✐r❡❞
❜② ❛❧❧ t❤❡s❡ ❡❧❡♠❡♥ts✳ ❖♥❡ ♠✐❣❤t t❤✐♥❦ ❉♦♥ ❇♦s❝♦ ♠❡❛♥t t❤✐s ❛s♣❡❝t ♣❛rt✐❝✉❧❛r❧② ❢♦r ❤✐s
②♦✉♥❣❡r ❛ss✐st❛♥ts✳ ❍♦✇❡✈❡r✱ t❤❛t ✐s ♥♦t t❤❡ ❝❛s❡✳ ❍❡ ❡q✉❛❧❧② ✇❛♥t❡❞ t❤❡ ❛❞✉❧t t❡❛❝❤❡rs
❛♥❞ ❡❞✉❝❛t♦rs ❛♥❞ ❡✈❡♥ t❤❡ r❡❝t♦rs t♦ ❜❡❤❛✈❡ ❧✐❦❡ ❜r♦t❤❡rs t♦ t❤❡ ❜♦②s✳ P❡r❤❛♣s ❤❡ ♠❡❛♥t
t❤❡ ❦✐♥❞ ♦❢ ♦❧❞❡r ❜r♦t❤❡rs ✇❤♦ ❞♦ ♥♦t ♦♥❧② ❣✐✈❡ ♣r♦t❡❝t✐♦♥ ❛♥❞ ✇✐s❡ ❝♦✉♥s❡❧✱ ❜✉t ❛r❡ ❛❧s♦
❛❜❧❡ t♦ ❡♥t❡r t❤❡✐r ✇♦r❧❞ ❛♥❞ t❛❦❡ ♣❛rt ✐♥ ✐t✳ ❙❡❡♥ ❢r♦♠ t❤❡✐r ♣♦✐♥t ♦❢ ✈✐❡✇✱ ❤❡ ✇❛♥t❡❞
t❤❡ ❜♦②s t♦ ❝♦♥s✐❞❡r t❤❡✐r ❡❞✉❝❛t♦rs ❛s ❜r♦t❤❡rs ❛♥❞ ❞❡❛❧ ✇✐t❤ t❤❡♠ ❛s ♦❧❞❡r ❜r♦t❤❡rs✳
❚❤❛t ✐s ❤♦✇ ❜❡✐♥❣ ❛ ❜r♦t❤❡r ❣❡ts ✐ts ♦✇♥ ❝♦♠♣❧❡♠❡♥t❛r② ✈❛❧✉❡ ❛❞❞❡❞ t♦ t❤❡ ♦t❤❡r t✇♦
❛s♣❡❝ts✳
❉♦♥ ❇♦s❝♦ ✉s❡❞ ❡❛❝❤ ♦❢ t❤❡ t❤r❡❡ ❛s♣❡❝ts t♦ str❡ss s♣❡❝✐✜❝ ❛❝❝❡♥ts ✇❤✐❝❤ ❝♦♥st✐t✉t❡❞
❛ t②♣✐❝❛❧ ✐❞❡♥t✐t② ♦❢ ❤✐s t❡❛❝❤❡rs✱ ❡❞✉❝❛t♦rs ❛♥❞ s✉♣❡r✐♦rs✳ ❍❡ ❡♣✐t♦♠✐③❡❞ t❤✐s ✐❞❡♥t✐t②
✇❤❡♥ ❤❡ ✇r♦t❡ ♦r s❛✐❞ t❤❛t ❤❡ ✏✇❛s ❛♠♦♥❣ t❤❡♠ ❛s ❛ ❢❛t❤❡r✱ ❛ ❢r✐❡♥❞ ❛♥❞ ❛ ❜r♦t❤❡r✳✑
❚❤✐s ✐❞❡♥t✐t② ❤❛s ♣♦ss✐❜❧② ♥♦t ②❡t ❜❡❡♥ ❢✉❧❧② ❡①❛♠✐♥❡❞ ❛♥❞ ❡①♣❧❛✐♥❡❞ ❡✈❡♥ t❛❦✐♥❣ ✐♥t♦
❛❝❝♦✉♥t ❛❧❧ t❤❛t ❤❛s ❜❡❡♥ q✉♦t❡❞ ❛♥❞ ❞✐s❝✉ss❡❞ ❤❡r❡✳
✏❯♥✐t② ♦❢ ❤❡❛rt ❛♥❞ s♦✉❧✑ ❛♥❞ t❤❡ ❜r❡❛❦❞♦✇♥ ♦❢ t❤❡ ❞✐str✉st ❜❛rr✐❡r ✶✽
✶✾✺
❈❢✳ ❢♦♦t♥♦t❡ ✶✼✽ ✐♥ t❤✐s ❝❤❛♣t❡r✳ ❈❢✳ t❤❡ t❡①t t❤r♦✉❣❤ ❢♦♦t♥♦t❡ ✽✾ ✐♥ ❝❤❛♣t❡r ✶✳
✶✷✶

13.2 Page 122

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❚❤❡ ♣✐❡❝❡ ✐♥s❡rt❡❞ ✐♥t♦ t❤❡ ❧❡tt❡r t♦ t❤❡ ❱❛❧❞♦❝❝♦ ❙❛❧❡s✐❛♥s ❞❡s❝r✐❜❡s t❤❡ ❜❡♥❡✜❝✐❛❧ ♠✉t✉❛❧
r❡❧❛t✐♦♥s❤✐♣s ✐♥ ②❡t ❛♥♦t❤❡r ✇❛②✳ ❲❡ ✜♥❞ ✐t ✐♥ t❤❡ ❢♦❧❧♦✇✐♥❣ ❢r❛❣♠❡♥t✿ ✏❆♥❞ s♦ ✐❢ ②♦✉
✇❛♥t ❡✈❡r②♦♥❡ t♦ ❜❡ ♦❢ ♦♥❡ ❤❡❛rt ❛♥❞ s♦✉❧ ❛❣❛✐♥✳ ✳ ✳ ✑ ❚❤✐s ✐❞❡❛ ❛♥❞ ✇♦r❞✐♥❣ t♦♦ ❝♦♠❡
❢r♦♠ ❛ ❝♦♥♥❡❝t❡❞ s❡r✐❡s ♦❢ s✉❣❣❡st✐♦♥s ✇❤✐❝❤ ❝❛♠❡ t♦ ❉♦♥ ❇♦s❝♦✬s ♠✐♥❞ ✏♦♥ ♦♥❡ ♦❢ t❤❡
♣❛st ❡✈❡♥✐♥❣s✑ ✐♥ ▼❛② ❛♥❞ ✐s ♣r❡s❡r✈❡❞ ✐♥ ♠❛♥✉s❝r✐♣t ✳ ❚❤❡ st❛t❡♠❡♥t✿ ✏♣r❡s❡♥t❧②
t❤❡ s✉♣❡r✐♦rs ❛r❡ ❝♦♥s✐❞❡r❡❞ ❛s s✉♣❡r✐♦rs ✴✳ ✳ ✳ ✴ ❢❡❛r❡❞✑ ❛♥❞ t❤❡♥ t❤❡ ❝♦♥❞✐t✐♦♥❛❧ ✏✐❢ ♦♥❡
✇❛♥ts t♦ ❝♦♥st✐t✉t❡ ♦♥❡ ❤❡❛rt ❛♥❞ ♦♥❡ s♦✉❧✑✱ ❛r❡ s❡♣❛r❛t❡❞ ❜② ✏❡t❝✳✑ ✐♥ t❤❡ ♦r✐❣✐♥❛❧ ♥♦t❡s✳
❆s ♠❡♥t✐♦♥❡❞ ❛❜♦✈❡✱ ✐♥ t❤❡ ❧❡tt❡r t♦ t❤❡ ❜♦②s ▲❡♠♦②♥❡ ❤❛❞ ❛❞❞❡❞ t♦ t❤✐s ✏❡t❝✳✑ t❤❡
❡①♣❧❛♥❛t✐♦♥✿ ✏❛♥❞ ♥♦ ❧♦♥❣❡r ❛s ❢❛t❤❡rs✱ ❜r♦t❤❡rs ❛♥❞ ❢r✐❡♥❞s✑ ❛♥❞ ❛❧s♦ ✏❧✐tt❧❡ ❧♦✈❡❞✳✑ ■t
✇❛s ❡♥♦✉❣❤ ❢♦r ❤✐♠ t♦ ♠❛❦❡ ❛ ❧✐♥❦ ❜❡t✇❡❡♥ ✏❢❡❛r❡❞ ❛♥❞ ❧✐tt❧❡ ❧♦✈❡❞✑ ❛♥❞ ✏♦♥❡ ❤❡❛rt ❛♥❞
♦♥❡ s♦✉❧✑ t❤r♦✉❣❤ ✉s✐♥❣ ✏t❤✉s✑ ♦r ✏t❤❛t ✐s ✇❤②✑✳ ■♥ t❤✐s ✇❛②✱ ❤♦✇❡✈❡r✱ ❤❡ ❞✐❞ ♥♦t r❡✈❡❛❧
t❤❡ ✉♥❞❡r❧②✐♥❣ ❧♦❣✐❝❛❧ s❡q✉❡♥❝❡✳ ◆❡✐t❤❡r ❞♦❡s ❤❡ ❞♦ s♦ ✇❤❡♥ ✇r✐t✐♥❣ t♦ t❤❡ ❙❛❧❡s✐❛♥s✳
❚❤❡ ❧✐♥❦ ♣r♦❜❛❜❧② ❝♦♥s✐sts ♦❢ t❤✐s✿ ✉♥✐t② ♦❢ ❤❡❛rt ❛♥❞ s♦✉❧ ❛r✐s❡s ✇❤❡♥ ❡❞✉❝❛t♦rs ❞❡❛❧
✇✐t❤ t❤❡ ②♦✉♥❣st❡rs ✐♥ ❛ ❥♦✈✐❛❧✱ tr✉st❢✉❧ ❛♥❞ ❢❛♠✐❧✐❛r ✇❛② ❛s ❢❛t❤❡rs ❛♥❞ ❜r♦t❤❡rs ❛♥❞ t❤❡
②♦✉♥❣st❡rs ✐♥ t✉r♥ r❡s♣♦♥❞ t♦ t❤✐s ❢r✐❡♥❞❧② ❛♥❞ ❜❡♥✐❣♥ ❜❡❤❛✈✐♦✉r ✇✐t❤ ✈✐s✐❜❧❡ ❛✛❡❝t✐♦♥✱
♦❜❡❞✐❡♥❝❡ ❛♥❞ ✇✐❧❧✐♥❣♥❡ss✳
❚❤❡ ♠❛✐♥ ✐❞❡❛✱ ✏♦♥❡ ❤❡❛rt ❛♥❞ ♦♥❡ s♦✉❧✑✱ ❝♦♠❡s ❢r♦♠ ❚❤❡ ❆❝ts ♦❢ t❤❡ ❆♣♦st❧❡s ✭✹✱✸✷✮✳
❆❞❞✐♥❣ ✏❢♦r ❧♦✈❡ ♦❢ ❏❡s✉s✑✱ ✇❤✐❝❤ ❉♦♥ ❇♦s❝♦ ❤❛❞ s✉❣❣❡st❡❞ ❛❧r❡❛❞② ❢r♦♠ t❤❡ st❛rt
✭♠❛♥✉s❝r✐♣t ✮✱ ▲❡♠♦②♥❡ r❡✈❡❛❧❡❞ t❤❡ r❡❧✐❣✐♦✉s ♠♦t✐✈❛t✐♦♥ ✇❤✐❝❤ s❤♦✉❧❞ ✐♥s♣✐r❡ ❡✈❡r②✲
❜♦❞② t♦ str✐✈❡ ❛❢t❡r ✉♥✐t② ❛♥❞ t♦ ❣✐✈❡ t❤✐s ♣✉rs✉✐t ❛ s♦✉♥❞ ❢♦✉♥❞❛t✐♦♥✳ ❍✉♠❛♥ ♠♦t✐✈❡s
❛❧♦♥❡ ❞♦ ♥♦t s❡❡♠ t♦ ❜❡ s✉✣❝✐❡♥t ❢♦r ❤✐♠✳ ❚❤❡ q✉♦t❡ ❢r♦♠ ❚❤❡ ❆❝ts ✐s ❛♥ ✐❞❡❛❧ ✇❤✐❝❤ ❉♦♥
❇♦s❝♦ r❡❢❡rr❡❞ t♦ ♠♦r❡ t❤❛♥ ♦♥❝❡ ✐♥ t❤❡ s❡✈❡♥t✐❡s ♦❢ ❤✐s ❝❡♥t✉r②✳ ❍❡ ❞✐❞ s♦ ♣❛rt✐❝✉❧❛r❧②
✐♥ t❤❡ ✇r✐t✐♥❣s ❛♥❞ ❛❞❞r❡ss❡s ❢♦r ❤✐s ❝❧♦s❡st ❝♦✲✇♦r❦❡rs✳
■t ✐s ✈❡r② s✐❣♥✐✜❝❛♥t t❤❛t ❤❡ ✐♥t❡❣r❛t❡❞ t❤✐s ❝❤❛r❛❝t❡r✐③❛t✐♦♥ ♦❢ ❏❡s✉s✬ ❞✐s❝✐♣❧❡s ✐♥t♦ t❤❡
❈♦♥❣r❡❣❛t✐♦♥✬s ❈♦♥st✐t✉t✐♦♥s✳ ■♥ t❤❡ ✜rst ❛rt✐❝❧❡ ♦❢ t❤❡ s❡❝♦♥❞ ❝❤❛♣t❡r ✐♥ ✶✽✼✹ ❤❡ ✇r♦t❡✿
✏❆❧❧ ♠❡♠❜❡rs ❧✐✈❡ ❝♦♠♠✉♥❛❧❧② ❜♦✉♥❞ ♦♥❧② ❜② t❤❡ t✐❡s ♦❢ ❜r♦t❤❡r❧② ❧♦✈❡ ❛♥❞ s✐♠♣❧❡ ✈♦✇s✳
❚❤❡s❡ ❤♦❧❞ t❤❡♠ s♦ ❝❧♦s❡ t♦❣❡t❤❡r t❤❛t t❤❡② ❝♦♥st✐t✉t❡ ♦♥❡ ❤❡❛rt ❛♥❞ ♦♥❡ s♦✉❧✳✑ ✶✾✻ ❍❡
❧❛t❡r ✭✶✽✼✼✮ ❛❞❞❡❞ ❛ ❝❤❛♣t❡r ♦♥ ❜r♦t❤❡r❧② ❝❤❛r✐t② ❝❛r✐tà ❢r❛t❡r♥❛✐♥ t❤❡ ✐♥tr♦❞✉❝t✐♦♥ t♦
t❤❡ s❛♠❡ ❈♦♥st✐t✉t✐♦♥s✳ ❚❤❡r❡ ❤❡ r❡s✉♠❡❞ ✇✐t❤ ❛♥ ❡❞✐❢②✐♥❣ ✐♥t❡♥t✐♦♥✿ ✏❚❤✐s ✐s t❤❡ ♣r❛✐s❡
❣✐✈❡♥ t♦ t❤❡ ❡❛r❧② ❈❤r✐st✐❛♥s ❜② ❙t ▲✉❦❡✱ t❤❛t t❤❡② s♦ ❧♦✈❡❞ ♦♥❡ ❛♥♦t❤❡r t❤❛t ✐t s❡❡♠❡❞
t❤❛t t❤❡② ❤❛❞ ❜✉t ♦♥❡ ❤❡❛rt ❛♥❞ s♦✉❧✳✑ ✶✾✼
❆t t❤❡ ❡♥❞ ♦❢ ❛ r❡tr❡❛t ❢♦r t❤❡ ♠❡♠❜❡rs ♦❢ ❛ ♥❡✇ ❡①♣❡❞✐t✐♦♥ ♦❢ ♠✐ss✐♦♥❛r✐❡s t♦ ❙♦✉t❤
❆♠❡r✐❝❛ ✭❛❧s♦ ✐♥ ✶✽✼✼✮ ❉♦♥ ❇♦s❝♦ ❡♥❝♦✉r❛❣❡❞ t❤❡♠ ✏t♦ st❛② t♦❣❡t❤❡r ❛♥❞ t♦ ❞♦ ✇❤❛t t❤❡
❍♦❧② ❙❝r✐♣t✉r❡ s❛②s ❛❜♦✉t t❤❡ ❡❛r❧② ❈❤r✐st✐❛♥s✿ ❝♦r ✉♥✉♠ ❡t ❛♥✐♠❛ ✉♥❛✑ ✭♦♥❡ ❤❡❛rt ❛♥❞
♦♥❡ s♦✉❧✮✳✶✾✽
■♥ ♦♥❡ ♦❢ t❤❡ r❡♣♦rts ♦❢ t❤❡ ❙❡❝♦♥❞ ●❡♥❡r❛❧ ❈❤❛♣t❡r ✭✶✽✽✵✮ ✐t s❛②s✿ ✏❊✈❡r②♦♥❡ s❤♦✉❧❞
❜❡ ❝♦♥✈✐♥❝❡❞ t❤❛t ♠❛tt❡rs ✐♥ t❤❡ s❝❤♦♦❧ ❛♥❞ ❤♦✉s❡ ❛r❡ ❣♦✐♥❣ s♠♦♦t❤❧② ❛♥❞ ✇❡❧❧ ✇❤❡♥ ❛❧❧
❛r❡ ✇♦r❦✐♥❣ ❛s ♠❡♠❜❡rs ♦❢ t❤❡ ❈♦♥❣r❡❣❛t✐♦♥ ❤❛✈✐♥❣ ♦♥❡ s✐♥❣❧❡ ❤❡❛rt ❛♥❞ ♦♥❡ s✐♥❣❧❡ s♦✉❧✳✑
❚♦ ❢♦st❡r t❤✐s ✐♥ ♣r❛❝t✐❝❛❧ t❡r♠s✱ ❛t t❤❡ ❈❤❛♣t❡r ❉♦♥ ❇♦s❝♦ r❡❝♦♠♠❡♥❞❡❞ t❤❡ ❝♦♥❢❡r❡♥❝❡s
✶✾✻
❖❊ ❳❳❱■■ ❬✺✺❪✳ ❈♦♠♣❛r❡ ✇✐t❤ t❤❡ ✐♥tr♦❞✉❝t✐♦♥ ♦❢ t❤❡ ❡❞✐t✐♦♥ ❈♦♥st✐t✉t✐❡s ✈❛♥ ❞❡ ❙♦❝✐ët❡✐t ✈❛♥ ❞❡ ❍✳
❋r❛♥❝✐s❝✉s ✈❛♥ ❙❛❧❡s✱ ✶✾✸✽✱ ♣✳ ✻✼✳
✶✾✼
❖❊
❳❳■❳
❬✷✸✷❪✳
❈♦♥st✐t✉t✐♦♥s✳✳✳
♣✳
✷✸✻✱
❝❢✳
❛❧s♦
♣✳
✷✷✽✳
✶✾✽
▼❇ ❳■■■✱ ♣✳ ✸✵✹❀ ❊▼❇ ❳■■■✱ ♣✳ ✷✷✼✳ ❆❝❝♦r❞✐♥❣ t♦ ✐♥❢♦r♠❛t✐♦♥ ♦❢ ❋r ▲❡♠♦②♥❡
❉♦♥ ❇♦s❝♦ ♠✉st ❤❛✈❡
q✉♦t❡❞ t❤❡ ✇♦r❞s ♦❢ t❤❡ ❆❝ts ♠✉❝❤ ❡❛r❧✐❡r✳ ❈❢✳ ▼❇ ❳■❱✱ ♣✳ ✽✹✺❀ ♦♠✐tt❡❞ ✐♥ ❊▼❇ ❳■❱✳
✶✷✷

13.3 Page 123

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✇❤✐❝❤✱ ❛❝❝♦r❞✐♥❣ t♦ t❤❡ ❋✐rst ●❡♥❡r❛❧ ❈❤❛♣t❡r✱ s❤♦✉❧❞ ❜❡ ❤❡❧❞ ❡✈❡r② ❢♦rt♥✐❣❤t✳ ✏❚❤❡s❡
❛r❡✑✱ ❤❡ s❛✐❞✱ ✏❧✐❦❡ ❛ s❡❝♦♥❞ ❝♦♥♥❡❝t✐♥❣ ❧✐♥❡ ❢♦r ❤✐s ❝♦♥❢r❡r❡s ❛♥❞ r❡❝t♦r t♦ ❜❡ ♦♥❡ s✐♥❣❧❡
❜♦❞② ❛♥❞ ♦♥❡ s✐♥❣❧❡ s♦✉❧✳✑ ✶✾✾
❉♦♥ ❇♦s❝♦ ❛❧s♦ ❝♦♥✜r♠❡❞ t❤✐s ✈❛❧✉❛❜❧❡ ❛♥❞ t②♣✐❝❛❧ ❛❝❝❡♥t ✐♥ t❤❡ ❝♦♥t✐♥✉❛t✐♦♥ ♦❢ t❤❡
▼❡♠♦r✐❡ ❞❡❧❧✬❖r❛t♦r✐♦✿ ✏✳✳✳ ❆❧❧ ❙❛❧❡s✐❛♥s ❧✐✈✐♥❣ ✐♥ t❤❡ s❛♠❡ ❤♦✉s❡ ♠✉st ❜❡ ♦♥❡ ✐♥ ❤❡❛rt
❛♥❞ ♦♥❡ s♦✉❧ ✇✐t❤ t❤❡✐r r❡❝t♦r✳✑ ✷✵✵
❆❧❧ t❤❡ ❛❜♦✈❡ r❡❢❡r❡♥❝❡s ❝♦♥❝❡r♥ t❤❡ ✉♥✐t② ♦❢ ❤❡❛rt ❛♥❞ s♦✉❧ ❛♠♦♥❣ t❤❡ str❛✐❣❤t ❢♦❧❧♦✇❡rs
❛♥❞ ❝♦✲✇♦r❦❡rs✳ ❉♦♥ ❇♦s❝♦ ✇❛s ❛❧s♦ t❤✐♥❦✐♥❣ ♦❢ t❤❡ ✉♥✐t② ♦❢ ❤❡❛rt ❛♥❞ s♦✉❧ ❜❡t✇❡❡♥ t❤❡
❡❞✉❝❛t♦rs ❛♥❞ t❤❡ ❜♦②s ❛♥❞ ❜❡t✇❡❡♥ t❤❡ ❜♦②s ❛♥❞ t❤❡ t❡❛❝❤❡rs✱ ❛ss✐st❛♥ts ❛♥❞ s✉♣❡r✐♦rs✳
■t ❝❛♥ ❜❡ r❡❛❞ ✐♥ ❤✐s ▼❡♠♦✐rs✳ ❋♦r t❤❡ ❝❡❧❡❜r❛t✐♦♥ ♦❢ ❤✐s ❞❡❛r t❡❛❝❤❡r ❇❛♥❛✉❞✐✱ ❤❡ ✇r♦t❡✿
✏❇♦t❤ t❡❛❝❤❡r ❛♥❞ ♣✉♣✐❧s ✇❡r❡ ♦❢ ♦♥❡ s♣✐r✐t ✉♥ ❝✉♦r s♦❧♦✱ ♦♥❡ s✐♥❣❧❡ ❤❡❛rt✳✑ ✷✵✶ ■t ✇❛s ❤✐s
✐❞❡❛❧ t♦♦✳ ❍❡ ♣r❡s❡♥t❡❞ ✐t ❛s ❛♥ ❡①❛♠♣❧❡ ✐♥ t❤❛t ❛✉t♦❜✐♦❣r❛♣❤✐❝❛❧ ❛♥❞ ❛❧s♦ ♠♦r❛❧✐③✐♥❣
✇r✐t✐♥❣✳
■t ✐s ❤❛r❞❡r t♦ ✜♥❞ ♦✉t ✇❤❡t❤❡r ❤❡ ❛❧s♦ ❞r❡✇ t❤❡ ❜♦②s✬ ❛tt❡♥t✐♦♥ ❛s ❢r❡q✉❡♥t❧② t♦ t❤❡
✐❞❡❛❧ ✐♠❛❣❡ ♦❢ t❤❡ ❡❛r❧② ❈❤r✐st✐❛♥s✳ ■t ✐s ❝❡rt❛✐♥ ❤❡ r❡❢❡rr❡❞ t♦ ✐t ✐♥ ❛ ❧❡tt❡r ♦❢ ✶✽✻✶✿ ✏▼❛②
●♦❞ ❤❡❧♣ ✉s t♦ ❜❡ ♦♥❡ ❤❡❛rt ❛♥❞ ♦♥❡ s♦✉❧✳✑ ✷✵✷ ■t ✐s ❡q✉❛❧❧② ❝❡rt❛✐♥ ❤❡ ✐♥❝✐t❡❞ ❡✈❡r②♦♥❡✱
❡✈✐❞❡♥t❧② ✐♥❝❧✉❞✐♥❣ t❤❡ ❜♦②s✱ t♦ s❡r✈❡ t❤❡ ▲♦r❞ ✇✐t❤ ❧♦✈❡ ❛♥❞ ❝❤❡❡r❢✉❧♥❡ss✳ ✏❚❤❡ ▲♦r❞
❞❡s✐r❡s t❤❛t ✇❤❛t ✇❡ ❞♦ ❢♦r ❍✐♠ ✐s t♦ ❜❡ ❞♦♥❡ ❣❧❛❞❧②✳ ❚❤✐s ✐s ❤♦✇ ✇❡ s❤❛❧❧ ❛❧❧ ❢♦r♠
❜✉t ♦♥❡ ❤❡❛rt ✇✐t❤ ✇❤✐❝❤ t♦ ❧♦✈❡ t❤❡ ▲♦r❞✳✑ ✷✵✸ ■❢ t❤✐s ✇❛s ♠❡❛♥t ❛s ❛ r❡❢❡r❡♥❝❡ t♦ t❤❡
❈❤r✐st✐❛♥s✬ s✐t✉❛t✐♦♥ ✐♥ ❚❤❡ ❆❝ts✱ ✐t ❝♦✉❧❞ ♦♥❧② ❜❡ ❡✣❝✐❡♥t ✇❤❡♥ ❤❡ ❝♦♥❢r♦♥t❡❞ t❤❡ ❜♦②s
✇✐t❤ ✐t ♠♦r❡ ♦❢t❡♥ ❛♥❞ ♠♦r❡ ❡①♣❧✐❝✐t❧②✳
❲❤✐❝❤❡✈❡r ✇❛② ✐t ♠❛② ❤❛✈❡ ❜❡❡♥✱ t❤❡ ✐❞❡❛ ✇❛s ✐♥❝❧✉❞❡❞ ✐♥ t❤❡ ❧❡tt❡r t♦ t❤❡ ❜♦②s✳ ❚❤❡r❡
✐t ✇❛s st❛t❡❞ t❤❛t t❤✐s ❛✛❡❝t✐✈❡ ✉♥✐t② ❛♥❞ ❝♦♥s❡q✉❡♥t❧② t❤❡ s♣♦♥t❛♥❡♦✉s ❛♥❞ ❝♦♥✜❞❡♥t✐❛❧
♠✉t✉❛❧ ❛✛❡❝t✐♦♥ ❝♦✉❧❞ ♦♥❧② ❣❡t ❛ ♥❡✇ ❝❤❛♥❝❡ ✐♥ ❧✐❢❡ ✐❢ ♦♥❡ ✏❜r♦❦❡ ❞♦✇♥ t❤✐s ❜❛rr✐❡r ♦❢
♠✐str✉st✑ ❛♥❞ r❡st♦r❡❞ ✏t❤❡ ❝♦r❞✐❛❧ ❝♦♥✜❞❡♥❝❡✑ ✐♥ t❤❡ r❡❧❛t✐♦♥s❤✐♣s✳ ❚❤❡s❡ q✉♦t❡s ❛❧❧ ❣♦
❜❛❝❦ t♦ ♠❛♥✉s❝r✐♣t ✳ ❚❤✐s ♣❤r❛s✐♥❣ r❡♠✐♥❞s ♦♥❡ ♦❢ t❤❡ ✐♠♣r❡ss✐♦♥s t❤❛t ❱❛❧❢rè ❛♥❞ ❉♦♥
❇♦s❝♦ ❤❛❞ ✇❤✐❧❡ ✇❛t❝❤✐♥❣ t❤❡ r❡❝r❡❛t✐♦♥ t✐♠❡ ✐♥ t❤❡ ✜rst s❝❡♥❡✳ ❚❤✐s ✐♠♣r❡ss✐♦♥ ✇❛s ❧❛✐❞
❞♦✇♥ ✐♥ t❤❡ ❧❡tt❡r t♦ t❤❡ ②♦✉♥❣st❡rs ✉s✐♥❣ t❤❡ ♣❤r❛s❡ ✏t❤❡ ❣r❡❛t❡st ❝♦r❞✐❛❧✐t②✑ ❛♥❞ ✐♥ t❤❡
✉♥✐t❡❞ ✈❡rs✐♦♥ ✐t r❡❛❞ ❛s ✏t❤❡ ❣r❡❛t❡st ❝♦r❞✐❛❧✐t② ❛♥❞ ❝♦♥✜❞❡♥❝❡✳✑ ❆t t❤✐s ♣♦✐♥t ♦❢ t❤❡
✶✾✾❆❙❈ ✵✹✻✿ ❋❞❇ ✶✳✽✺✽ ❈ ✻ ❛♥❞ ✽✲✾✳ ❱❡r❜❛❧❡ ❞❡❧ ✷❈❛♣✐t♦❧♦ ●❡♥❡r❛❧❡ ❞❡❧ ✶✽✽✵✱ q✉❛❞❡r♥♦ ❇❛r❜❡r✐s ■
✼✺ ❛♥❞ ✼✽✳ ❈❢✳ ♣❛❣❡ ♥✉♠❜❡r✐♥❣ ❘❖❈❍❖❲■❆❑✱ ❏✳✱ ■❧ ❈❛♣✐t♦❧♦ ❣❡♥❡r❛❧❡ ✷❞❡❧❧❛ s♦❝✐❡tà s❛❧❡s✐❛♥❛
✭✶✽✽✵✮✱ ❇❡♥❡❞✐❦t❜❡✉❡r♥✱ ✶✾✾✹✳ ■❜✐❞✳✱ ♣♣✳ ✶✶✸✱ ✶✶✹✲✶✶✺✳ ❚❤❡ ✜rst ❤②♣❤❡♥ ❝♦♥s✐st❡❞ ♦❢ t❤❡ ♠♦♥t❤❧②
r❡♥❞✐❝♦♥t♦✑ t♦ ❤✐♠✳
✷✵✵❇❘❆■❉❖✱ P✳✱ ❉♦♥ ❇♦s❝♦ ❡❞✉❝❛t♦r❡✳✳✳✱ ♣♣✳ ✹✷✽✲✹✷✾✳ ❈♦♥st✐t✉t✐♦♥s✳✳✳✱ ♣✳ ✷✻✽✳ ❈❢✳ ▼❇ ❱■✱ ♣✳❀ ❊▼❇
❱■✱ ♣✳✷✶✺✳■t ✐s ✉♥❝❡rt❛✐♥✱ ❤♦✇❡✈❡r✱ ✇❤❡♥ ❉♦♥ ❇♦s❝♦ s❛✐❞ t❤✐s✱ t❤♦✉❣❤ ●✳❇✳ ▲❡♠♦②♥❡ ✐♥s❡rt❡❞ ✐t ✐♥
✈♦❧✉♠❡ ❱■ ✈♦❧✉♠❡ ♦❢ t❤❡ ❇✐♦❣r❛♣❤✐❝❛❧ ▼❡♠♦✐rs
✷✵✶❇❖❙❈❖✱ ●✳✱ ▼❡♠♦r✐❡ ❞❡❧❧✬❖r❛t♦r✐♦✳✳✳✱ ♣♣✳ ✼✶✲✼✷❀ ▼❡♠♦✐rs✳✳✳✱ ♣✳ ✻✶✳
✷✵✷❊ ✭♠✮✱ ✈♦❧✳ ♣r✐♠♦✱ ♣✳ ✹✺✸✳ ❇■❊❙▼❆◆❙✱ ❘✳✱ ❉❡ ❜r✐❡❢ ✉✐t ❘♦♠❡ ❛❛♥ ❞❡ ❥♦♥❣❡♥s✳ ✳ ✳ ✱ ♣✳ ✷✽✳
✷✵✸▼❇ ❳■■✱ ♣✳ ✻✶✵❀ ❊▼❇ ❳■■✱ ♣♣✳ ✹✺✹✲✹✺✺✳ ❍❡ ❛❧s♦ r❡q✉❡st❡❞ t❤✐s ✉♥✐t② ♦❢ t❤❡ ❙❛❧❡s✐❛♥s ❛♥❞ t❤❡ ❜♦②s
❢♦r ❛ s♣❡❝✐❛❧ ✐♥t❡♥t✐♦♥ ♦❢ ♣r❛②❡r ✐♥ ✶✽✼✹ ✭❊ ✭♠✮✱ ✈♦❧✳ q✉❛rt♦✱ ♣✳ ✷✺✺ ❛♥❞ ▼❇ ❳✱ ♣✳ ✶✶✵✼❀ ❊▼❇ ❳✱
♣✳ ✸✺✸ ❛♥❞ ♣✳ ✹✾✼✴❢♦♦t♥♦t❡ ✻✮✳ ❍❡ ❞❛r❡❞ s✉♠♠♦♥ ❡✈❡♥ q✉✐t❡ ✉♥❦♥♦✇♥ ❧✐st❡♥❡rs t♦ ❛❝t ✐♥ t❤❡ s♣✐r✐t
♦❢ t❤❡ ✜rst ❈❤r✐st✐❛♥s✳ ❖♥ ❆♣r✐❧ ✶✹ ✶✽✼✻ ❤❡ ❞❡❧✐✈❡r❡❞ ❛♥ ❛❞❞r❡ss t♦ t❤❡ ♠❡♠❜❡rs ♦❢ t❤❡ ❛❝❛❞❡♠✐❝
❝✐r❝❧❡ ♦❢ ❆r❝❛❞✐❛✳ ❍❡ s✉❜t❧② ❛♥❞ ❞❛r✐♥❣❧② ✐♥❝✐t❡❞✿ ✏▲❡t ✉s ❢♦r♠ ♦♥❡ ❤❡❛rt ❛♥❞ ♦♥❡ s♦✉❧ ❢♦❧❧♦✇✐♥❣ t❤❡
❡①❛♠♣❧❡ ♦❢ t❤❡ ✜rst ❈❤r✐st✐❛♥s ✐♥ ♦r❞❡r t♦ ❞✐s♣❡❧ t❤❡ s❡r✐♦✉s ❞❛♥❣❡rs t❤❛t s✉rr♦✉♥❞ ✉s✳✑ ✭▼❇ ❳■■✱ ♣✳
✻✹✶❀ ◆♦t tr❛♥s❧❛t❡❞ ✐♥ ❊▼❇ ❳■■✮✳ ❖♥ t❤❡ ❝✐r❝✉♠st❛♥❝❡s✳ ❈❢✳ ▼❇ ❳■■✱ ♣♣✳ ✶✺✾✲✶✻✵❀ ✶✼✶✲✶✼✸❀ ❊▼❇
❳■■✱ ✶✷✻✲✶✷✼❀ ✶✸✸✲✶✸✹✳
✶✷✸

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❧❡tt❡r t♦ t❤❡ ❙❛❧❡s✐❛♥s ▲❡♠♦②♥❡ ❤❛s ♥♦✇ ❝♦♣✐❡❞ t❤❡ ❝♦♥♥❡❝t✐♦♥ ❜❡t✇❡❡♥ ❜♦t❤ q✉❛❧✐t✐❡s
✐♥t♦ ✏t❤❡ ❝♦r❞✐❛❧ ❝♦♥✜❞❡♥❝❡✑ ❢r♦♠ t❤❡ ♦r✐❣✐♥❛❧ s✉❣❣❡st✐♦♥s✳
❘❡st♦r❛t✐♦♥ ♦❢ ✏t❤❡ ❝♦r❞✐❛❧ ❝♦♥✜❞❡♥❝❡✑ ❜② t❤❡ ❜♦②s✬ ♦❜❡❞✐❡♥❝❡ ✶✽
❚❤❡ ♣r❡❝❡❞✐♥❣ t❤♦✉❣❤ts ❝♦✉❧❞ ❤❛✈❡ ❝♦♥❝❧✉❞❡❞ t❤❡ ✐♥s❡rt✐♦♥✱ ❜✉t t❤❡ ❡❞✐t♦r ✐s ❢✉rt❤❡r
❧❡❞ ❜② t❤❡ ♥♦t❡s ✐♥ ❛♥❞ t❤❡✐r ✐♥❝♦r♣♦r❛t✐♦♥ ✐♥t♦ t❤❡ ❧❡tt❡r t♦ t❤❡ ❜♦②s✳ ■t ✐♥❝❧✉❞❡s
t❤❡ ❝♦♥♥❡❝t✐♦♥ ❜② ✉s✐♥❣ t❤❡ ✇♦r❞ ✏ q✉✐♥❞✐✏t❤✉s✴❝♦♥s❡q✉❡♥t❧②✑ ♦r ✏t❤❡♥✑ ❜❡t✇❡❡♥ t❤❡
♣r❡❝❡❞✐♥❣ ♣❛rt ❛♥❞ t❤❡ ✐♥str✉❝t✐♦♥ ✇❤✐❝❤ ❝♦♥❝❡r♥❡❞ ♦♥❧② t❤❡ ❜♦②s✳ ❚♦ ✏❜r❡❛❦ ❞♦✇♥ t❤❡
❢❛t❛❧ ❜❛rr✐❡r✑ ❛♥❞ r❡st♦r❡ ✏t❤❡ ♦♣❡♥✲❤❡❛rt❡❞ ❝♦♥✜❞❡♥❝❡✑✱ t❤❡ ♣✉♣✐❧s ❤❛❞ t♦ ❛❧❧♦✇ ❜❡✐♥❣
❧❡❞ ❬❛❣❛✐♥❪ ❜② ✏♦❜❡❞✐❡♥❝❡✑✳ ❍❡ ♣✉t ✐♥t♦ ♣r♦♠✐♥❡♥❝❡ ♦♥❧② ♦♥❡ ♦❢ t❤❡ t✇♦ ❛❢♦r❡♠❡♥t✐♦♥❡❞
❡❧❡♠❡♥ts t❤❡ ❜♦②s ✏❧♦✈❡❞ t❤❡♠ ❛♥❞ ❣❛✈❡ t❤❡♠ ♣r♦♠♣t ♦❜❡❞✐❡♥❝❡✑ t♦ r❡❣❛✐♥ t❤❡ ✏✇✐❞❡✲
♦♣❡♥ tr✉st✑✳ ❍❡ ✇❛s ♥♦t t❤✐♥❦✐♥❣ ♦❢ ❜❧✐♥❞ ♦❜❡❞✐❡♥❝❡ ♦r r✐❣✐❞ ❞✐s❝✐♣❧✐♥❡ ❜✉t ♦❢ t❤❡ ❦✐♥❞ ♦❢
♦❜❡❞✐❡♥❝❡ ✇❤✐❝❤ ✐s ♣r❡s❡♥t ✐♥ t❤❡ ♠✐♥❞ ✇❤❡♥ tr✉st✐♥❣ ❛ ✇✐s❡ ❧♦✈✐♥❣ ♠♦t❤❡r✳ ❙❤❡ ❦♥♦✇s
✇❤❛t ✐s ❜❡st ❢♦r ❤❡r ❝❤✐❧❞✳
■t ✐s ❛ ♥✐❝❡ ✐♠❛❣❡✳ ❨❡t t❤❡r❡ ✐s s♦♠❡t❤✐♥❣ ♣r♦❜❧❡♠❛t✐❝ ❛❜♦✉t ✐ts t❤❡ ❧♦❣✐❝❛❧ ❝♦❤❡r❡♥❝❡✳
❈❛♥ ♦♥❧② t❤❡ ❜♦②s✬ ♦❜❡❞✐❡♥❝❡ ♠❛❦❡ ♦♣❡♥✲❤❡❛rt❡❞ tr✉st r❡♣❧❛❝❡ ❞✐str✉st❄ ■s ♦❜❡❞✐❡♥❝❡
♥♦t r❛t❤❡r t❤❡ ❝♦♥s❡q✉❡♥❝❡ ♦❢ t❤❡ ❢❛t❤❡r❧②✱ ❜r♦t❤❡r❧② ❛♥❞ ❢r✐❡♥❞❧② ❧♦✈❡ ♦❢ t❤❡ ❡❞✉❝❛t♦rs
❝♦♥q✉❡r✐♥❣ t❤❡ ❜♦②s✬ ❤❡❛rts❄ ❍❛❞ t❤❡ ❝♦rr❡❝t s❡q✉❡♥❝❡ ♥♦t ❜❡❡♥ ❥✉st❧② r❡♥❞❡r❡❞ ❜❡❢♦r❡
❜② ✏t❤❡ ❜♦②s ❧♦✈❡❞ t❤❡♠✑✱ ✐♥ ✜rst ♣♦s✐t✐♦♥✱ ❛♥❞ ✏♦❜❡②❡❞ ♣r♦♠♣t❧②✑✱ ❛❢t❡r✇❛r❞s❄ ❆♥❞ ✇❤②
❞✐❞ t❤❡ ❜♦②s ❧♦✈❡ t❤❡♠❄ ❚❤❡② ❧♦✈❡❞ t❤❡♠ ❜❡❝❛✉s❡ t❤❡ ❡❞✉❝❛t♦rs ✇❡r❡ ✐♥t❡r❡st❡❞ ✐♥ t❤❡♠
❛♥❞ ❞❡❛❧t ✇✐t❤ t❤❡♠ ✐♥ ❛ s②♠♣❛t❤✐③✐♥❣ ✇❛②✳
❚❤❡ ♠♦t❤❡r ❛♥❞ ❝❤✐❧❞ ✐♠❛❣❡ ❝❡rt❛✐♥❧② ❝♦♥❢♦r♠s t♦ ❉♦♥ ❇♦s❝♦✬s ❞❛t❛ ✐♥ ♠❛♥✉s❝r✐♣t
✱ ❜✉t t❤❡r❡ t❤❡ ✐♠❛❣❡ ✐s ♣r❡❝❡❞❡❞ ❜② ❛ s♣❛❝❡✳ ■t ✇❛s ✐♥s❡rt❡❞ ❜❡t✇❡❡♥ t❤❡ ♣r❡❝❡❞✐♥❣
✏✇✐❞❡✲♦♣❡♥ tr✉st✑ ❛♥❞ t❤❡ ✇✐s❤ ✏♦❜❡❞✐❡♥❝❡ ♠❛② ❣✉✐❞❡ t❤❡ ♣✉♣✐❧✑✳✷✵✹ ▲❡♠♦②♥❡ ❝♦♥t✐♥✉❡s
s♠♦♦t❤❧② ✇✐t❤ t❤❡ t❡①t t❤❛t ✇❛s ❛❧r❡❛❞② ❛✈❛✐❧❛❜❧❡✳ ❚❤✐s ❝♦♥♥❡❝t✐♦♥ ✐♥ t❤❡ ❝♦♥t❡♥t s♦♠❡✲
❤♦✇ ✜ts ✐♥ ✇✐t❤ t❤❡ ❧❡tt❡r t♦ t❤❡ ❜♦②s ❜❡❝❛✉s❡ ✐t ✐s r❡❛❧❧② t❤❡ ❜♦②s✬ ♠♦✈❡ ✐♥ t❤❡ ❝♦♥t❡①t✳
▼♦r❡♦✈❡r t❤❡ ❝❛✉t✐♦✉s❧② ❡①♣r❡ss❡❞ ✐♥str✉❝t✐♦♥ t♦ ♦❜❡② ♠❛② ❢✉♥❝t✐♦♥ ❛s ❛ ♣r❡♣❛r❛t✐♦♥ ❢♦r
t❤❡ ❧✐st ♦❢ t❤✐♥❣s t♦ ❞♦ ✇❤✐❝❤ ❢♦❧❧♦✇s ✐♠♠❡❞✐❛t❡❧② ✐♥ t❤❡ ❧❡tt❡r t♦ t❤❡ ❜♦②s✳ ✷✻✲✷✼❚❤✐s
❜r❡❛❦t❤r♦✉❣❤ ❛♥❞ ❞❡❝✐s✐✈❡ ❢✉♥❝t✐♦♥ ♦❢ t❤❡ ❜♦②s✬ ♦❜❡❞✐❡♥❝❡ ❞♦❡s ♥♦t ✜t ✈❡r② ✇❡❧❧ ♦r ♥♦t
❛t ❛❧❧ ✐♥ t❤❡ ❧❡tt❡r t♦ t❤❡ ❝♦♥❢r❡r❡s✳
❚❤❡ ❝♦♠♣❧❡t❡ t❡①t ✇❛s ❝♦♣✐❡❞ ❛❧♠♦st ❧✐t❡r❛❧❧② ❢r♦♠ t❤❡ ♦r✐❣✐♥❛❧ ❞❛t❛✳ ❚❤❡s❡ s✉❣❣❡st✐♦♥s
❜❡❣❛♥ ❜② st❛t✐♥❣✿ ✏❇✉t t❤❡r❡ ✐s ❛ ❝♦♥s✐❞❡r❛❜❧❡ ❞✐✛❡r❡♥❝❡ ❜❡t✇❡❡♥ t❤❡ ❢♦r♠❡r ❛♥❞ t❤❡
♣r❡s❡♥t✲❞❛② ❜♦②s✳✑ ▼❛♥✉s❝r✐♣t ✱ ✾■♥ t❤❡ ✜rst ♣❧❛❝❡ t❤❡ ❧❡tt❡r t♦ t❤❡ ❜♦②s ❛♥❞ t❤❡
❛❜♦✈❡✲♠❡♥t✐♦♥❡❞ ✐♥s❡rt✐♦♥ ♠❛✐♥❧② ❞✐s❝✉ss❡❞ t❤❡ ❢❡❛t✉r❡s ♦❢ t❤❡ ❢♦r♠❡r ❜♦②s✳ ❚❤❡② ✇❡r❡
t❤❡ ❜❡tt❡r ♦♥❡s ❛♥②✇❛②✳ ▲❡♠♦②♥❡ ✐❞❡❛❧✐③❡❞ t❤❡♠ ❡✈❡♥ ♠♦r❡ ❜② ✇r✐t✐♥❣ ✐♥ t❤❡ ❧❡tt❡r t♦ t❤❡
❜♦②s✿ ✏❆❧❧ ❤❡❛rts ✇❡r❡ ♦♣❡♥✑ ✐♥st❡❛❞ ♦❢ ✏t❤❡✐r ❤❡❛rts✑ ❢r♦♠ ✳ ❋✉rt❤❡r ❤❡ ✇r♦t❡ ✇✐t❤♦✉t
♠❛❦✐♥❣ ❛♥② ❞✐st✐♥❝t✐♦♥✿ ✏t❤❡ ❜♦②s ❧♦✈❡❞ t❤❡♠ ❛♥❞ ♦❜❡②❡❞✳✑ ▲♦✈❡ ❛♥❞ ♦❜❡❞✐❡♥❝❡ ❤❛❞ ❜❡❡♥
♣r❡s❡♥t ❢r♦♠ t❤❡ st❛rt✳ ❚❤❡ ♠❛♥✉s❝r✐♣t ❝♦♥❝❧✉❞❡❞ t❤❡ ♠❡t❛♣❤♦r ♦♥ ♦❜❡❞✐❡♥❝❡ ❜② ✏❡t❝✳
❡t❝✳✑
✷✵✹❈❢✳ ❤❡r❡ ❇❘❆■❉❖✱ P✳✱ ▲❛ ❧❡tt❡r❛✳ ✳ ✳ ✱ ♣✳ ✸✸✴✶✼✳ ■♥ ❛♥ ✶✽✽✸ ❡❞✐t✐♦♥ ❢♦r ❣✐r❧s ❉♦♥ ❇♦s❝♦ r❡♠✐♥❞❡❞
✉s ♦❢ ❙t ❆✉❣✉st✐♥❡ ❝❛❧❧✐♥❣ ♦❜❡❞✐❡♥❝❡ t❤❡ ✏♠♦t❤❡r ❛♥❞ ❣✉❛r❞✐❛♥ ♦❢ ❛❧❧ ✈✐rt✉❡s✑✳ ✭❖❊ ❳❳❳■■■ ✭❬✾✵❪✮✳
❚❤❛t ✐♠❛❣❡ ♠❛② ❤❛✈❡ ❤❛❞ s♦♠❡ ✐♠♣❛❝t ❤❡r❡✳ ❈❢✳ ❇■❊❙▼❆◆❙✱ ❘✳✱ ✶✽✼✻✲✶✽✽✹ ❉♦❡❧st❡❧❧✐♥❣❡♥✳ ✳ ✳ ✱ ♣♣✳
✶✼✷✲✶✼✸✳
✶✷✹

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❚❤❛t ♦♣❡♥ ❡♥❞✐♥❣ ✭❡t❝✳ ❡t❝✳✮ ❛❧❧♦✇❡❞ t❤❡ ❛✉t❤♦r t♦ tr② t♦ ❣✐✈❡ ❢✉rt❤❡r ❡①♣❧❛♥❛t✐♦♥✳
❍❡ ❞✐❞ s♦ ♣r❡tt② ❝♦rr❡❝t❧② ✐♥ t❤❡ ❧❡tt❡r t♦ t❤❡ ❜♦②s✿ ✏❚❤❡♥ t❤❡ ♣❡❛❝❡ ❛♥❞ t❤❡ ❥♦② ♦❢
❢♦r♠❡r ❞❛②s ✇✐❧❧ ♣r❡✈❛✐❧ ✐♥ t❤❡ ❖r❛t♦r②✳✑ ❇♦t❤ ❡❧❡♠❡♥ts ❞♦ ♥♦t str✐❦❡ t❤❡ r✐❣❤t ♥♦t❡ ✐♥
t❤❡ ❡①♣❧❛♥❛t✐♦♥ ❢♦r t❤❡ ❙❛❧❡s✐❛♥s✳ ❚❤❡② s❡❡♠ t♦ ❛♣♣❡❛r ♦✉t ♦❢ t❤❡ ❜❧✉❡✳ ❚❤♦✉❣❤ ❜❡✐♥❣
✏❢✉❧❧ ♦❢ ❝❤❡❡r❢✉❧♥❡ss✑ ✐♥ t❤❡ ✜rst s❝❡♥❡ ✇✐t❤ ❱❛❧❢rè ❛♥❞ ❉♦♥ ❇♦s❝♦ ✇❛s ❛ s✐❣♥ ♦❢ t❤❡
♣♦s✐t✐✈❡ ❛t♠♦s♣❤❡r❡ ✐♥ t❤❡ ♣❧❛②❣r♦✉♥❞ ❛♥❞ t❤❡ ❖r❛t♦r②✱ ❝❤❡❡r❢✉❧♥❡ss ❞✐❞ ♥♦t s❡❡♠ t❤❡
❞❡❝✐s✐✈❡ ❢❛❝t♦r ✐♥ ❱❛❧❢rè✬s ❝♦♥❝❧✉s✐♦♥✳ ▼♦r❡♦✈❡r✱ ♣❡❛❝❡ ✇❛s ♥♦t ♠❡♥t✐♦♥❡❞ ❛t ❛❧❧ ❛s ❛
❝❤❛r❛❝t❡r✐③❛t✐♦♥ ♦❢ ✏t❤❡ ♦❧❞ ❞❛②s✑✱ t❤❡ ✐❞❡❛❧ ♣❛st✳ ❚❤✐s ❡❧❡♠❡♥t ✐s ❞✐s❝✉ss❡❞ ♦♥❧② ♠✉❝❤
❧❛t❡r✱ ✐♥ t❤❡ s❡❝♦♥❞ ♣❛rt ♦❢ t❤❡ ❝♦♠❜✐♥❡❞ ♠❛♥✉s❝r✐♣t✳ ■t ✇❛s r❛✐s❡❞ ✐♥ ❝♦♥♥❡❝t✐♦♥ ✇✐t❤
t❤❡ ♣r❛❝t✐❝❡ ♦❢ s❛❝r❛♠❡♥t❛❧ ❝♦♥❢❡ss✐♦♥ ❛s ❛♥ ❡①♣❧❛♥❛t✐♦♥ ✐♥ t❤❡ ❧❡tt❡r t♦ t❤❡ ❜♦②s✳
❚❤❡ ✐♥s❡rt❡❞ ♣❛rt s✉✐t❡❞ t❤❡ tr❛✐♥ ♦❢ t❤♦✉❣❤t ✐♥ t❤❡ ❧❡tt❡r t♦ t❤❡ ❜♦②s ❜✉t ✇❛s ❝♦♠✲
♣❧❡t❡❧② ♦✉t ♦❢ ♣❧❛❝❡ ✐♥ t❤❡ ❧❡tt❡r t♦ t❤❡ ❡❞✉❝❛t♦rs✳ ❖♥ t❤❡ ❝♦♥tr❛r②✱ ✐t ✐s ❛♥ ♦❜st❛❝❧❡ t♦
t❤❡ ❧♦❣✐❝❛❧ ❝♦♥t✐♥✉❛t✐♦♥ ♦❢ t❤❡ tr❛✐♥ ♦❢ t❤♦✉❣❤t s✉♣♣♦s✐♥❣ s✉❝❤ ❛ ❝♦♥t✐♥✉❛t✐♦♥ ✇❛s st✐❧❧
♥❡❝❡ss❛r② ❛❢t❡r ❇✉③③❡tt✐✬s ❝❧♦s✐♥❣ s❡♥t❡♥❝❡ ❜❡❢♦r❡ t❤❡ ✐♥s❡rt✐♦♥✳
✸✳✹✳✺ ■♥ ❝♦♥t✐♥✉❛t✐♦♥ ♦❢ t❤❡ ❧✐♥❡ ♦❢ t❤♦✉❣❤t ❣♦✐♥❣ ♦♥ ❜❡❢♦r❡ t❤❡ ✐♥s❡rt✐♦♥✱
t❤❡ ❛s♣❡❝t ♦❢ ✏❢❛♠✐❧✐❛r✐t②✑✱ ❛ s❡❝♦♥❞ ❦❡②✇♦r❞✱ ✐s ✇♦r❦❡❞ ♦✉t ❬✶✽❪
❇❡❢♦r❡ t❤❡ ✐♥s❡rt✐♦♥ t❤❡ ♦♣t✐♠✐st✐❝ ❝♦♥❝❧✉s✐♦♥ ✇❡♥t ❛s ❢♦❧❧♦✇s✿ ✏■♥ t❤✐s ✇❛② t❤❡✐r ✇♦r❦
t❤❡✐r ❡✛♦rts✇✐❧❧ ❜❡ ♠❛❞❡ ❡❛s✐❡r ✇✐❧❧ ❜❡ ❧✐❣❤t❡r t♦ ❜❡❛r✳✑ ❉✐❞ t❤❛t ♥♦t ✐♥❝❧✉❞❡ ❡✈❡r②t❤✐♥❣
♦r ❛t ❧❡❛st t❤❡ ♠♦st ✐♠♣♦rt❛♥t t❛s❦ ♦❢ t❤❡ ❙❛❧❡s✐❛♥s ✏t♦ ✐♥s♣✐r❡ t❤❡ ❜♦②s ❛❣❛✐♥✑✱ ✏t♦ ❜r✐♥❣
t❤❡s❡ ②♦✉♥❣st❡rs t♦ ❧✐❢❡ ❛❣❛✐♥✑❄ ❍❛❞ t❤❡ ❛✉t❤♦r t❤♦✉❣❤t✱ ❤♦✇❡✈❡r✱ t❤❛t t❤❡ ❙♦❝r❛t✐❝
❡①❝❤❛♥❣❡ ❝♦✉❧❞ ♥♦t ❜❡ st♦♣♣❡❞ ❜❡❝❛✉s❡ t❤❡r❡ ✇❛s ♠✉❝❤ ♠♦r❡ t♦ ❜❡ ❝❧❛r✐✜❡❞✱ ❤❡ ✇♦✉❧❞
❤❛✈❡ ❤❛❞ t♦ ❤❛✈❡ ❉♦♥ ❇♦s❝♦ ❛s❦ ❛♥♦t❤❡r q✉❡st✐♦♥ ❛s ❤❡ st✐❧❧ ❤❛❞ ♥♦t ❢✉❧❧② ✉♥❞❡rst♦♦❞
❇✉③③❡tt✐✬s ❞✐r❡❝t✐✈❡s✳ ❙♦ ❢❛r ▲❡♠♦②♥❡ ❤❛❞ ❜❡❡♥ ❛s❦✐♥❣ ❛ q✉❡st✐♦♥ ✐♥ ❜♦t❤ ✈❡rs✐♦♥s ✭❛♥❞
❈✮ ❧❡❛❞✐♥❣ t♦ ❛ ♥♦r♠❛❧ ♦r ♣♦ss✐❜❧❡ ❝♦♥t✐♥✉❛t✐♦♥ ♦❢ t❤❡ ❝♦♥✈❡rs❛t✐♦♥✳ ■♥ ✐t r❛♥ ❛s ❢♦❧❧♦✇s✿
✏❲❤✐❝❤ t❤❡♥ ✐s t❤❡ s♠❛❧❧❡r ♦♥❡ ❬t❤❡ ❧❡ss ✐♠♣♦rt❛♥t ♦♥❡❪❄✑ ❚❤✐s ✐s r❡❛❧❧②❛ ✈❡r② ♥❛t✉r❛❧
q✉❡st✐♦♥ ❢♦❧❧♦✇✐♥❣ ❇✉③③❡tt✐✬s st❛t❡♠❡♥t✱ ✇❤✐❝❤ ♣r♦✈❡❞ ♥♦t t♦ ❜❡ ✈❡r② ❝❧❡❛r ♦♣♣♦s✐♥❣ t❤❡
❧❡❛st ❛♥❞ t❤❡ ♠♦st ✐♠♣♦rt❛♥t ✐t❡♠s✳ ■♥ ✐t ✇❡♥t t❤✉s✿ ✏❲❤❛t ❛♠ ■ t♦ r❡❝♦♠♠❡♥❞ t♦
♠② ❙❛❧❡s✐❛♥s❄✑ ✶✽❚❤✐s ✐s ❧❡ss s❡❧❢✲❡✈✐❞❡♥t ❛❢t❡r t❤❡ ❝♦✉♥s❡❧ ❤❡ ❤❛❞ r❡❝❡✐✈❡❞ ✐♥ ❈✱ ❜✉t
s♦♠❡✇❤❛t ❛❝❝❡♣t❛❜❧❡ ❜❡❝❛✉s❡ ✐t ✇❛s ❛❧❧ ❛❜♦✉t t❤❡ ❙❛❧❡s✐❛♥s ❛♥❞ ❝♦♥t✐♥✉❡s t♦ ❜❡ s♦✳ ❚❤❡
q✉❡st✐♦♥ ✇❛s ✈❡r② ♠✉❝❤ ✐♥ ❧✐♥❡ t♦♦ ✇✐t❤ t❤❡ ❝♦♥✜❞❡♥t✐❛❧ ❝♦♥✈❡rs❛t✐♦♥ ❛❧t❡r♥❛t✐♥❣ t❤❡
♣r♦♥♦✉♥s ✏②♦✉✑ ❛♥❞ ✏■✑✳ ▼♦r❡♦✈❡r✱ t❤❡ q✉❡st✐♦♥ ♥❡❡❞ ♥♦t r❡❛❧❧② ❜❡ s✉r♣r✐s✐♥❣ ❜❡❝❛✉s❡
❛s❦✐♥❣ ❢♦r ♠♦r❡ ✐♥❢♦r♠❛t✐♦♥ ✇❛s ♥♦t ✉♥❝♦♠♠♦♥ ✐♥ ❤✐s ❞r❡❛♠ ❛❝❝♦✉♥ts✱ ✐♥ ✇❤✐❝❤ ❉♦♥
❇♦s❝♦ ✉s❡❞ t❤❡ ❞✐❛❧♦❣✉❡ ❛s ❛ ♣r❡❞♦♠✐♥❛♥t st②❧❡✳✷✵✺
❚❤❡ s✇✐t❝❤❡s ❜❡t✇❡❡♥ ❛♥❞ ❈ ❞✐❞ ♥♦t s❛t✐s❢② ▲❡♠♦②♥❡ ❛♣♣❛r❡♥t❧② ✇❤❡♥ ❧♦♦❦✐♥❣ ❢♦r
❛♥ ❛♣♣r♦♣r✐❛t❡ ❝♦♥♥❡❝t✐♦♥ ❜❡t✇❡❡♥ t❤❡ ✐♥s❡rt❡❞ t❡①t ♦♥ t❤❡ ❜♦②s✬ ❣✉✐❧t ❛♥❞ t❤❡✐r ♣❛rt ✐♥
t❤❡ r❡st♦r❛t✐♦♥ ❛♥❞ t❤❡ t❤♦✉❣❤ts ✇❤✐❝❤ ✇♦✉❧❞ ❢♦❧❧♦✇✳ ❍❡ ❢♦✉♥❞ t❤❡♠ ✐♥ t❤❡ ❧❡tt❡r t♦ t❤❡
❜♦②s✿ ✏❍♦✇ t❤❡♥ ❛r❡ ✇❡ t♦ ❣♦ ❛❜♦✉t ❜r❡❛❦✐♥❣ ❞♦✇♥ t❤✐s ❜❛rr✐❡r❄✑ ✶✽♦r ✐♥ t❤❡ ♣❛ss✐✈❡
✈♦✐❝❡✿ ✏❲❤❛t ❤❛s t♦ ❜❡ ❞♦♥❡ t♦ ❜r❡❛❦ ❞♦✇♥ t❤❛t ❜❛rr✐❡r❄✑ ❈♦♥tr❛r② t♦ t❤❡ ❜❡❣✐♥♥✐♥❣
✷✵✺❙♦ ✐♥ ▼❇ ❳❱■✱ ♣✳ ✶✻❀ ▼❇◆ ❳❱■✱ ♣✳ ✹✳ ■t ✐s ❛❜♦✉t ❛ ❞r❡❛♠ ❢r♦♠ ♠✐❞ ❆✉❣✉st ✶✽✽✸ ❛s❦✐♥❣ t❤❡ q✉❡st✐♦♥✿
✏❇✉t ✇❤❛t ❛♠ ■ t♦ t❡❧❧ ♦✉r ❝♦♥❢r❡r❡s❄ ✳✳✳ ❲❤❛t r❡❝♦♠♠❡♥❞❛t✐♦♥ ❞♦ ②♦✉ ❣✐✈❡ ♠❡ ❝♦♥❝❡r♥✐♥❣ ♦✉r ❜♦②s❄✑
❆♥❞ ✏❲❤❛t ❡❧s❡❄✑
✶✷✺

13.6 Page 126

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♦❢ t❤❡ ✐♥s❡rt✐♦♥ ♣❛ss❛❣❡ ❤❡ ♠❛♥❛❣❡s t♦ sq✉❡❡③❡ ✐♥ ❛ ❧✐t❡r❛r② t❡❝❤♥✐❝❛❧ ❧✐♥❦ ❜❡t✇❡❡♥ t❤❡
✐♥s❡rt✐♦♥ ❛♥❞ ❤✐s ❢♦❧❧♦✇✐♥❣ r❡✢❡❝t✐♦♥s t❛❦✐♥❣ ✉♣ ♦♥❝❡ ❛❣❛✐♥ t❤❡ ✇♦r❞✐♥❣ ✏t♦ ❜r❡❛❦ ❞♦✇♥
t❤❛t ❢❛t❛❧ ❜❛rr✐❡r✑ ❜✉t ❡①♣r❡ss❡❞ ❛s ✏t♦ ❜r❡❛❦ ❞♦✇♥ t❤❛t ❜❛rr✐❡r✑✳ ❨❡t s♦♠❡t❤✐♥❣ ✐s ✇r♦♥❣
✇✐t❤ t❤❡ ✇♦r❞✐♥❣ ♦❢ t❤❡ q✉❡st✐♦♥✳ ■t ✐s ♣❤r❛s❡❞ ✐♥ t♦♦ ❣❡♥❡r❛❧ ❛ ✇❛② ♥♦ ♠❛tt❡r ✇❤❡t❤❡r
t❤❡ ■t❛❧✐❛♥ ✐s tr❛♥s❧❛t❡❞ ❜② t❤❡ ❛❝t✐✈❡ ✏✇❡✑ ♦r t❤❡ ♣❛ss✐✈❡ ✏t♦ ❜❡ ❞♦♥❡✑✳ ■♥ t❤❡ ❧❡tt❡r t♦ t❤❡
❜♦②s ✐t ❝♦✉❧❞ ❜❡ ❢♦r♠✉❧❛t❡❞ ✐♥ ❛ ❣❡♥❡r❛❧ ✇❛② ❜❡❝❛✉s❡ t❤❡ ❝♦♥t✐♥✉❛t✐♦♥ ❝♦♥t❛✐♥❡❞ ❜♦t❤ ❛
s❤♦rt❡r ♣❛rt ❢♦r t❤❡ ❛❞✉❧ts ❛♥❞ ❛♥♦t❤❡r ❧♦♥❣❡r ♣❛rt ❛❞❞r❡ss❡❞ t♦ t❤❡ ❜♦②s✳ ❚❤❡ ✏✇❡✑ ✐♥ t❤❡
tr❛♥s❧❛t✐♦♥ ✇❛s ❢✉❧❧② ❥✉st✐✜❡❞ t❤❡r❡✳ ❚❤❡ ❡❞✐t♦r ❤❛❞ ❜♦t❤ ❣r♦✉♣s✱ ❛❞✉❧ts ❛♥❞ ②♦✉♥❣st❡rs✱
✐♥ ♠✐♥❞ t❤❡r❡✱ r✐❣❤t❧② ♦r ✇r♦♥❣❧②✳ ✶✽✱ ✷✻✲✷✼ ✛✳❚❤❡ r❡♣❧② ❝♦♥t❛✐♥❡❞ s♦♠❡ ❡❧❡♠❡♥ts ❢♦r
❜♦t❤✱ ❜✉t ✇❛s ✉♥❞❡rst❛♥❞❛❜❧② ♠♦r❡ ❡❧❛❜♦r❛t❡❞ ❢♦r t❤❡ ②♦✉♥❣st❡rs✱ ✇❤♦ ❞✐s❛♣♣❡❛r ❢r♦♠
s✐❣❤t ❛❣❛✐♥ ✐♥ t❤❡ ❧❡tt❡r t♦ t❤❡ ❙❛❧❡s✐❛♥s✳ ▲❡♠♦②♥❡ ✉s❡s ✏✇❡✑ ✐♥ t❤❡ ❝♦♥t✐♥✉❛t✐♦♥✱ ♠❡❛♥✐♥❣
s♦❧❡❧② t❤❡ ❙❛❧❡s✐❛♥s✱ ❛ss✐st❛♥ts✱ t❡❛❝❤❡rs ❛♥❞ s✉♣❡r✐♦rs✳
❇✉③③❡tt✐ r❡s✉♠❡s t❤❡ ❝♦♥❝❡♣t ♦❢ ✏❢❛♠✐❧✐❛r✐t②✑✱ ❛ ❦❡② ✇♦r❞ ✐♥ ❱❛❧❢rè✬s ❝♦♠♠❡♥t
t♦ ❣✐✈❡ ❛ r❡♣❧② t♦ ❉♦♥ ❇♦s❝♦✬s ♥❡✇❧② ❝♦♥str✉❝t❡❞ q✉❡st✐♦♥ ❛❜♦✉t t❤❡ ♦♣t✐♦♥s t♦ ❜r❡❛❦
❞♦✇♥ t❤❡ ❜❛rr✐❡r✳ ❚❤❛t ✐s ✇❤② ✐t s❡❡♠s t♦ ♠❡ ✐t ✇♦✉❧❞ ❤❛✈❡ ❝♦♥tr✐❜✉t❡❞ t♦ ❛ ❜❡tt❡r
❜✉✐❧❞✲✉♣ ✐❢ t❤❡ ❛✉t❤♦r ❤❛❞ ❣✐✈❡♥ t❤❡ r❡s♣♦♥s❡ ❤❡ ❣❛✈❡ t♦ ❱❛❧❢rè ❛❣❛✐♥✳ ❚❤❡ ♣❛st ♣✉♣✐❧
❝♦✉❧❞ t❤❡♥ ❤❛✈❡ ❡①♣❛♥❞❡❞ ♦♥ ❤✐s ❡❛r❧✐❡r ✐♥tr♦❞✉❝t✐♦♥ ♦❢ t❤❡ ❝♦♥❝❡♣t ♦❢ ❢❛♠✐❧✐❛r✐t② ❛♥❞
❤✐s ✜rst ❝♦♠♠❡♥t✳ ❚❤❡ ❛❞❞✐t✐♦♥ ✏❡s♣❡❝✐❛❧❧② ✐♥ r❡❝r❡❛t✐♦♥✑ ✐♥ ❇✉③③❡tt✐✬s r❡♣❧② ❝❧❡❛r❧②
❡①♣❧✐❝❛t❡s t❤❡ ❝♦♥♥❡❝t✐♦♥ ✇✐t❤ t❤❛t ♣❛rt ♦❢ t❤❡ ✇r✐t✐♥❣✳ ■t ✐s ❛s t❤♦✉❣❤ ❤❡ ✇✐s❤❡s t♦
r❡❝❛❧❧ t❤❡ ❞❡s❝r✐♣t✐♦♥ ♦❢ t❤❡ ✏❤❡❛✈❡♥❧②✑ ❛t♠♦s♣❤❡r❡ ♦❢ t❤❡ ✜rst ♣❧❛②❣r♦✉♥❞ s❝❡♥❡ ❛♥❞
♠❛❦❡ ✐t ✈✐s✐❜❧❡ ❛♥❞ t❛♥❣✐❜❧❡ ❛❣❛✐♥✳ ❖♥ t❤❡ ♦t❤❡r ❤❛♥❞ ❤❡ s✉❣❣❡sts t❤❡r❡ ✐s ❛ ❜r♦❛❞❡r
✐♠♣❧❡♠❡♥t❛t✐♦♥ ♣♦ss✐❜❧❡ ❜② ✉s✐♥❣ t❤❡ ✇♦r❞ ✏❡s♣❡❝✐❛❧❧②✑✳ ■t ✇✐❧❧ ♣r♦✈❡ ♠♦r❡ t❤❛♥ ❛ ♠❡r❡
s✉❣❣❡st✐♦♥✳
▼❡❛♥✐♥❣ ♦❢ t❤❡ t❡r♠ ❢❛♠✐❧✐❛r✐t② ✶✽✲✷✵
▲✐❦❡ ❱❛❧❢rè ❇✉③③❡tt✐ ❞♦❡s ♥♦t ❞❡✜♥❡ t❤❡ t❡r♠ ✏ ❢❛♠✐❣❧✐❛r✐tà✑✱ ❛t ❧❡❛st ♥♦t str❛✐❣❤t❢♦r✲
✇❛r❞❧②✳ ▲✐❦❡ ❱❛❧❢rè ❤❡ ✜rst ❝♦♥♥❡❝ts ✐t ✇✐t❤ t❤❡ t✇♦ ✐♠♣♦rt❛♥t ❝♦♥❝❡♣ts ♦❢ ✏❧♦✈❡ ✭❛✛❡❝t✐♦♥✮
❛♥❞ ✏tr✉st✑ ❛♥❞ ❝♦♥s❡q✉❡♥t❧② ❛❧s♦ ✇✐t❤ t❤❡ ✭✜rst✮ ❦❡② ❢r❛❣♠❡♥t✳ ❍♦✇❡✈❡r✱ ❤❡ ❞♦❡s s♦ ✐♥
❤✐s ♦✇♥ ✇❛②✿ ✏❲✐t❤♦✉t ❢❛♠✐❧✐❛r✐t② ♦♥❡ ❞♦❡s ♥♦t s❤♦✇ ♦♥❡✬s ❧♦✈❡ ❛♥❞ ✐❢ ♦♥❡ ❞♦❡s ♥♦t
♠❛❦❡ ✐t ✈✐s✐❜❧❡ ✭❡✈✐❞❡♥t✮✱ t❤❡r❡ ❝❛♥ ❜❡ ♥♦ ❝♦♥✜❞❡♥❝❡✳✑ ✶✽✱ r❡✲tr❛♥s❧❛t❡❞■♥ t❤✐s ✇❛② ❤❡
✐♥tr♦❞✉❝❡s s♦♠❡t❤✐♥❣ ♥❡✇ ❛t t❤❡ s❛♠❡ t✐♠❡✳
❆❝❝♦r❞✐♥❣ t♦ ❱❛❧❢rè ✏❝❧♦s❡♥❡ss ❢❛♠✐❧✐❛r✐t②❧❡❛❞s t♦ ❛✛❡❝t✐♦♥✑ ✐♥ t❤❡ ✇♦r❞s ♦❢ t❤❡ tr❛♥s✲
❧❛t✐♦♥✳ ❚❤❛t ✐s ❤♦✇ ❱❛❧❢rè ❞✐st✐♥❣✉✐s❤❡❞ ❜❡t✇❡❡♥ ❢❛♠✐❧✐❛r✐t② ❛♥❞ ❧♦✈❡✳ ❍❡ ❞✐❞ ♥♦t ❣♦ ❛♥②
❢✉rt❤❡r✳ ◆♦✇ ❇✉③③❡tt✐ st❛t❡s t❤❛t ❢❛♠✐❧✐❛r✐t② ✐s t❤❡ ♦✉t✇❛r❞ ❛♣♣❡❛r❛♥❝❡ ♦❢ ❛✛❡❝t✐✈❡ ❧♦✈❡
❛♥❞ ✐s t❤❡ ♠❡❛♥s t♦ ✏s❤♦✇✑ s✉❝❤ ❧♦✈❡✳ ◆♦t t❤✐s ❧♦✈❡ ✐♥ ✐ts❡❧❢ ✏❜r✐♥❣s ❝♦♥✜❞❡♥❝❡✑✳ ❖♥❧② t❤❡
❦✐♥❞ ♦❢ ❛✛❡❝t✐♦♥ ✇❤✐❝❤ ✐s ♠❛❞❡ ✈✐s✐❜❧❡ ❜② ❢❛♠✐❧✐❛r✐t② ❞♦❡s s♦✳ ■t r❡❛❞s ❧✐❦❡ ❛ ✇♦r❦✐♥❣ ♦✉t
♦❢ ❱❛❧❢rè✬s ❛♣❤♦r✐s♠✳ ■t ✐s ❛❧s♦ ❛♥ ❛❞❞✐t✐♦♥ ❛♥❞ ❝❧❛r✐✜❝❛t✐♦♥ ❛❝❝♦♠♣❛♥②✐♥❣ ❇✉③③❡tt✐✬s ♦✇♥
❝♦♠♠❡♥t✱ ❢♦r ❤❡ ✐♠♣r❡ss❡❞ ✐t ♦♥ ❉♦♥ ❇♦s❝♦ t❤❛t ✏t❤❡ ❜♦②s ♥♦t ♦♥❧② ♥❡❡❞ ❜❡✐♥❣ ❧♦✈❡❞✱
❜✉t t❤❛t t❤❡② t❤❡♠s❡❧✈❡s s❤♦✉❧❞ ❦♥♦✇ ✭r❡❛❧✐s❡✱ s❡❡ ❛♥❞ ❢❡❡❧✮ t❤❡② ❛r❡ ❜❡✐♥❣ ❧♦✈❡❞✳✑ ✶✸
✏❇❡✐♥❣ ♣❛rt ♦❢ t❤❡✐r ②♦✉t❤❢✉❧ ✐♥t❡r❡sts✑ ✶✸❛♥❞ ❛❧s♦ ❜② ✏❛❧✇❛②s st❛②✐♥❣ ❛♠♦♥❣ t❤❡ ❜♦②s✱
❡s♣❡❝✐❛❧❧② ❞✉r✐♥❣ r❡❝r❡❛t✐♦♥✑ ✶✺ ❛♥❞ ✶✽❛♥❞ ❜② ✏❧✐❦✐♥❣ ✇❤❛t ♣❧❡❛s❡s t❤❡ ②♦✉♥❣st❡rs✳✑
✶✷✻

13.7 Page 127

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✶✼◆♦✇ ❤❡ ❛❞❞s t❤❛t t❤❡ ✇❛② t❤❡② ♣❛rt✐❝✐♣❛t❡✱ ❛r❡ ♣r❡s❡♥t ❛♥❞ ❧♦✈❡ t❤❡ ❜♦②s ✐s st✐❧❧
♠♦r❡ ✐♠♣♦rt❛♥t✳ ■t ❝♦♠❡s ❜❡❢♦r❡ ❛✛❡❝t✐♦♥✳ ■♥ ♦r❞❡r t♦ ❝❤❛r❛❝t❡r✐s❡ t❤❛t ✇❛② ❛♥❞ st②❧❡
♦❢ ❞❡❛❧✐♥❣ ✇✐t❤ ♣❡♦♣❧❡✱ ❇✉③③❡tt✐ t❛❦❡s ✉♣ t❤❡ t❡r♠ ✑❢❛♠✐❧✐❛r✐t②✬ ✇❤✐❝❤ ✇❛s ❛❧r❡❛❞② ✉s❡❞
✐♥ ❱❛❧❢rè✬s ❝♦♠♠❡♥t ❛s ✇❡ ✐♥❞✐❝❛t❡❞ ❜❡❢♦r❡
❉✐s❝✉ss✐♥❣ t❤❡ ✇♦r❞ ✬❢❛♠✐❧✐❛r✐t②✬ ✐♥ ❱❛❧❢rè✬s ❝♦♥s✐❞❡r❛t✐♦♥s ■ ❤❛✈❡ ✇r✐tt❡♥ t❤❛t t❤❡ ✉s❡
♦❢ t❤✐s t❡r♠ ✇❛s s✉r♣r✐s✐♥❣ ❜❡❝❛✉s❡ ✉♣ t♦ ✶✽✽✹ ✐t ❤❛❞ ♥♦t ♦❝❝✉rr❡❞ ✈❡r② ♦❢t❡♥ ✐♥ t❤❡
✇r✐t✐♥❣s ♦❢ ❉♦♥ ❇♦s❝♦✳ ❆♥❞ ✇❤❡♥ t❤❡ ✇♦r❞ ✇❛s ✉s❡❞✱ ✐t ❤❛❞ ❛ r❛t❤❡r ❧❡ss ❢❛✈♦✉r❛❜❧❡ ♦r
❡✈❡♥ ♣❡❥♦r❛t✐✈❡ ♠❡❛♥✐♥❣✳
❊①❝✉rs✉s ♦♥ ❉♦♥ ❇♦s❝♦✬s ✉s❡ ❛♥❞ t❤❡ ♠❡❛♥✐♥❣ ♦❢ t❤❡ ✇♦r❞ ✬❢❛♠✐❧✐❛r✐t②✬
❙✉❝❤ r❛t❤❡r ♣❡❥♦r❛t✐✈❡ ✉s❡ ❝❛♥ ❜❡ ❢♦✉♥❞ ✐♥ t❤❡ ❈♦♥✜❞❡♥t✐❛❧ ❘❡♠✐♥❞❡rs t♦ ❋r ❘✉❛ ✐♥
✶✽✻✸✳ ❘✉❛ ❤❛❞ t♦ s❡❡ t♦ ✐t t❤❛t t❤❡ s❡r✈✐❝❡ ♣❡rs♦♥♥❡❧ ❞✐❞ ♥♦t ❞❡❛❧ ✇✐t❤ t❤❡ ❜♦②s ✐♥ t♦♦
❢❛♠✐❧✐❛r ❛ ✇❛②✳ ■t ✐s ♠❡❛♥t ❧✐t❡r❛❧❧②✿ ✏❚❤❡② ❛r❡ ♥♦t t♦ ❞❡❛❧ ❢❛♠✐❧✐❛r❧② ✇✐t❤ t❤❡ ♣✉♣✐❧s✳✑
❈♦♥s✐❞❡r✐♥❣ t❤❡ ♥❛t✉r❡ ❛♥❞ t❛s❦s ♦❢ t❤✐s ♣❡rs♦♥♥❡❧ t❤✐s ✇❛s ♥♦t ❛❜♦✉t ❛♥ ✐❧❧❡❣✐t✐♠❛t❡
♣❛st♦r❛❧ ❛♥❞ ♣❡❞❛❣♦❣✐❝❛❧ r❡❧❛t✐♦♥s❤✐♣✳ ❍❡ ❝❤♦s❡ ❛♥♦t❤❡r ❡①♣r❡ss✐♦♥ ❢♦r t❤❛t✳ ■♥ t❤❡ s❛♠❡
r❡❝♦♠♠❡♥❞❛t✐♦♥s ✇❡ r❡❛❞ ✐♥❞❡❡❞✿ ✏▲❡t t❤❡♠ ❬t❤❡ t❡❛❝❤❡rs❪ ❛✈♦✐❞ ♣❛rt✐❝✉❧❛r ❢r✐❡♥❞s❤✐♣s
❛♥❞ ♣❛rt✐❛❧✐t②✳✑ ✷✵✻
❚❤✐s ❞✐r❡❝t✐✈❡ ✐s ♣r♦❜❛❜❧② ✐♥s♣✐r❡❞ ❜② ✇✐❞❡s♣r❡❛❞ ♠♦r❛❧s ♦❢ t❤❛t t✐♠❡✳ ■t s❡❡♠s ❛
✈❛r✐❛♥t ♦❢ t❤❡ ✇❛r♥✐♥❣s ♦❢ t❤❡ ♣❡❞❛❣♦❣✐❝❛❧ ✇r✐t❡rs✱ ❝♦♥t❡♠♣♦r❛r✐❡s ♦❢ ❉♦♥ ❇♦s❝♦✳ ■ ❤✈❡
❛❧r❡❛❞② ❝✐t❡❞ ❆♣♦rt✐✬s r❡s❡r✈❛t✐♦♥ ✇✐t❤ r❡s♣❡❝t t♦ t❤❛t ♣r✐♥❝✐♣❧❡✳✷✵✼ ❆❣❛t❤♦♥✱ ❛ ❇r♦t❤❡r
♦❢ t❤❡ ❈❤r✐st✐❛♥ ❙❝❤♦♦❧s✱ ✇❛s q✉✐t❡ ❝❛t❡❣♦r✐❝❛❧ ✐♥ t❤❡ ✶✽✸✺ tr❛♥s❧❛t✐♦♥ ♦❢ ❤✐s ✇r✐t✐♥❣✿
❢❛♠✐❣❧✐❛r✐tà ✏❍❡ ❬t❤❡ t❡❛❝❤❡r❪ s❝r✉♣✉❧♦✉s❧② s❤✉♥s ❢r✐❡♥❞s❤✐♣✱ ❞❛♥❣❡r♦✉s ❢❛♠✐❧✐❛r✐t② ❬
❪ ✇✐t❤
t❤❡♠✳✑ ❚❤✐s ♠❡❛♥t ♣r❛❝t✐❝❛❧❧②✿ ✏❚❤❛t ❞✐r❡❝t✐✈❡ ❢♦r❜✐❞s ❢✉rt❤❡r♠♦r❡✿ t♦✉❝❤✐♥❣ t❤❡✐r ❢❛❝❡✱
❝❛r❡ss✐♥❣ t❤❡♠✱ ❧❛✉❣❤✐♥❣ ✇✐t❤ t❤❡♠✱ ❛♥❞ r❡❝❡✐✈✐♥❣ ❛ ❤✉❣ ❢r♦♠ t❤❡♠✳✑ ✷✵✽ ■t r❡♠❛✐♥s ❛♥
♦♣❡♥ q✉❡st✐♦♥ ✇❤❡t❤❡r t❤❡ ❡①♣r❡ss✐♦♥ ❞❛♥❣❡r♦✉s ❢❛♠✐❧✐❛r✐t②✑ ❛❧❧♦✇s ✉s t♦ s✉♣♣♦s❡ t❤❡r❡
✇❡r❡ ❛❧s♦ ❦✐♥❞s ♦❢ ❢❛♠✐❧✐❛r✐t② ✇❤✐❝❤ ❛r❡ ♥♦t ❞❛♥❣❡r♦✉s✳
❖♥❡ ♦❢ t❤❡ s❡✈❡♥ s❡❝r❡ts ❉♦♥ ❇♦s❝♦ ❧✐st❡❞ ✐♥ ❏✉♥❡ ✶✽✼✺✱ ❛❝❝♦r❞✐♥❣ t♦ ❈❡r✐❛✱ ❜❡❝♦♠❡s
q✉✐t❡ ✉♥❞❡rst❛♥❞❛❜❧❡ ✐♥ t❤✐s s♦rt ♦❢ ❛t♠♦s♣❤❡r❡✳ ❚❤❡ ✜❢t❤ s❡❝r❡t r❛♥ ❛s ❢♦❧❧♦✇s✿ ✏❚❤❡
❙✉♣❡r✐♦rs ❣❛✈❡ ♠✉❝❤ tr✉st ❛♥❞ ❧✐❦❡❞ ❜❡✐♥❣ ✐♥ t❤❡ ♠✐❞st ♦❢ t❤❡ ❜♦②s✱ ❜✉t ❛❧✇❛②s ✐♥ s✉❝❤
❛ ✇❛② ❛s t♦ ❞✐s❝♦✉r❛❣❡ ❡①❝❡ss✐✈❡ ❢❛♠✐❧✐❛r✐t②✳✑ ✷✵✾ ■t s❛②s ❤❡r❡ t♦♦ ✏❡①❝❡ss✐✈❡ ❢❛♠✐❧✐❛r✐t②✑✱
✇❤✐❝❤ ♠❛② ❧❡❛❞ ✉s t♦ s✉♣♣♦s❡ t❤❛t ❛ ♥♦r♠❛❧ ❛♥❞ ♣♦s✐t✐✈❡ ❢❛♠✐❧✐❛r✐t② ✇❛s ♣♦ss✐❜❧❡ ✐♥
✷✵✻❇♦t❤ q✉♦t❛t✐♦♥s ❢r♦♠ ❊ ✭♠✮✱ ✈♦❧✳ ♣r✐♠♦✱ ♣♣✳ ✻✶✹✲✻✶✺✳ ▼❖❚❚❖✱ ❋r✳✱ ■ ✏❘✐❝♦r❞✐ ❝♦♥✜❞❡♥③✐❛❧✐✳ ✳ ✳ ✑ ✱ ♣✳
✶✹✽✴✻✺ ❛♥❞ ✶✹✼✴✹✶✲✹✷✳ ❊▼❇ ❳✱ ♣✳ ✹✹✾✴✶ ❛♥❞ ♣✳ ✹✹✽✴✸✳
✷✵✼❈❢✳ ❢♦♦t♥♦t❡ ✽✸ ✐♥ t❤✐s ❝❤❛♣t❡r✳
✷✵✽❇❘❆■❉❖✱ P✳✱ Pr❡✈❡♥✐r❡✳✳✳✱ ♣✳ ✶✶✼✴✶✳ ❇■❊❙▼❆◆❙✱ ❘✳✱ ❆♠♦r❡✈♦❧❡③③❛✳✳✳✱ ♣✳✶✾✼✳
■ t❤✐♥❦ ■ ♠❛② ✉♥✲
❞❡rst❛♥❞ ✏ ■❧ r✐❞❡r❡ ❝♦♥ ❡ss✐✑ ❛s ❛ r❡❢✉s❡ ♦❢ ✏❥❡st✐♥❣✑ ✭✐s❝❤❡r③❛r❡ ✮ ❛s ✇✐t❤ ❋✳ ❆♣♦rt✐✳ ■t ✇♦✉❧❞ ❝♦♠❡
❞♦✇♥ t♦ ❛ ❝♦♥❞❡♠♥❛t✐♦♥ ♦❢ ✏❥❡st✐♥❣ t♦❣❡t❤❡r ✇✐t❤ t❤❡ ❜♦②s✳✑ ■t ♣r♦❜❛❜❧② ♠❡❛♥t t❡❧❧✐♥❣ ❛♠❜✐❣✉♦✉s
❥♦❦❡s ♦r ❛❧❧♦✇✐♥❣ t❤❡s❡ ❥♦❦❡s ✇✐t❤ ❞♦✉❜❧❡ ♠❡❛♥✐♥❣ t♦ ❜❡ t♦❧❞✳ ❈❢✳ ❉♦♥ ❇♦s❝♦✬s ❛❞✈✐❝❡ t♦ ❱❛❝❝❤✐♥❛
t❤r♦✉❣❤ ❢♦♦t♥♦t❡ ✶✼✵ ✐♥ t❤✐s ❝❤❛♣t❡r✳ ❆❧s♦ P✳ ❉❡ ❉❛♠❛s ♣♦✐♥t❡❞ ♦✉t t❤❡ ❞❛♥❣❡r ♦❢ ❢❛♠✐❧✐❛r✐t② ♦r
❢❛♠✐❧✐❛r ❞❡❛❧✐♥❣ ✇✐t❤ t❤❡ ❜♦②s✳ ❍❡ ✇r♦t❡✿ ✏❉✉r✐♥❣ r❡❝r❡❛t✐♦♥ t✐♠❡ t❤❡② ♠✐① ✇✐t❤ t❤❡ ❜♦②s ✇❤♦ ❞♦
♥♦t ♣❧❛②✳ ✳ ✳ ✮ ❚❤❡② t❛❦❡ ✐t ✐♥ t✉r♥s t♦ ❜❡❝♦♠❡ ❦✐❞s ✇✐t❤ t❤❡ ❦✐❞s ✇✐t❤♦✉t ❧♦s✐♥❣ t❤❡ ❞✐❣♥✐t② ✇❤✐❝❤
❝r❡❛t❡s r❡s♣❡❝t ♦r ✇✐t❤♦✉t st❡♣♣✐♥❣ ❞♦✇♥ t♦ s✉❝❤ ❛ ❦✐♥❞ ♦❢ ❢❛♠✐❧✐❛r✐t② ✇❤✐❝❤ ❡♥t❛✐❧s ❝♦♥t❡♠♣t✳✑ ■♥ ✿
❉❊ ❉❆▼❆❙✱ P✳✱ ▲❡ s✉r✈❡✐❧❧❛♥t✳ ✳ ✳ ✱ ♣✳ ✷✽✽✳
✷✵✾▼❇ ❳■✱ ♣✳ ✷✷✷❀ ❊▼❇ ❳■✱ ♣✳ ✷✵✸ ✭r❡✲tr❛♥s❧❛t❡❞✮✳ ❈❢✳ ❛❧s♦ ❢♦♦t♥♦t❡ ✶✹✵ ✐♥ t❤✐s ❝❤❛♣t❡r✳
✶✷✼

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❛❣r❡❡♠❡♥t ✇✐t❤ ❜♦t❤ ❉♦♥ ❇♦s❝♦✬s ❛♥❞ ❇r♦t❤❡r ❆❣❛t❤♦♥✬s ❝♦♥✈✐❝t✐♦♥✳ ❚❤✐s ❝♦♥✈✐❝t✐♦♥
❜❡❝♦♠❡s ❝❛♥❞✐❞❧② ♣r♦♠✐♥❡♥t ✐♥ ❤✐s ▼❡♠♦✐rs ♦❢ t❤❡ ❖r❛t♦r② ▼❡♠♦r✐❡ ❞❡❧❧✬ ❖r❛t♦r✐♦❪✱
✇❤✐❝❤ ❤❡ ✇❛s ✇r✐t✐♥❣ ❞✉r✐♥❣ t❤❡ ②❡❛rs ✶✽✼✸✲✶✽✼✺✳ ▲♦♦❦✐♥❣ ❜❛❝❦ ♦♥ t❤❡ t✐♠❡ ♦❢ ❤✐s ②♦✉t❤
❛♥❞ ❡❞✉❝❛t✐♦♥✱ ❤❡ ✇r♦t❡ ❢r❛♥❦❧② t❤❡r❡ t❤❛t ❤❡ ✏❝♦✉❧❞ ♥♦t str✐❦❡ ✉♣ ❛ ❝❧♦s❡ r❡❧❛t✐♦♥s❤✐♣✑✳
❙♦✱ ❤❡ ❝♦✉❧❞ ♥♦t ❞❡❛❧ ✇✐t❤ s♦♠❡ ♣❛r✐s❤ ♣r✐❡sts ✐♥ ❛ ♥❛t✉r❛❧ ❛♥❞ ❝♦♥✜❞❡♥t✐❛❧ ✇❛②✳ ❚♦
❡①♣r❡ss ❤✐s ✇✐s❤ ❤❡ ✉s❡❞ t❤❡ ♣❤r❛s❡ ✏ ❝♦♥tr❛rr❡ ❢❛♠✐❣❧✐❛r✐tà✳✑ ❚❤❡ r❡✢❡❝t✐♦♥ ✈✐s✲à✲✈✐s t❤♦s❡
♣r✐❡sts ♠❡❛♥s ✐t ✇❛s ♥♦t ♣♦ss✐❜❧❡ ❢♦r ❤✐♠ ❜❡❝❛✉s❡ t❤❡② ✇❡r❡ ♥♦t ✇✐❧❧✐♥❣ t♦ ❞❡❛❧ ✇✐t❤ ❤✐♠
✐♥ ❛ ❢r✐❡♥❞❧②✱ ❥♦✈✐❛❧ ❛♥❞ ♥❛t✉r❛❧✱ ✐✳❡✳ ❢❛♠✐❧✐❛r ✇❛② ✐♥ t❤❡ ❣♦♦❞ s❡♥s❡ ♦❢ t❤❡ ✇♦r❞✳
❆s ❢❛r ❛s ❞❡❛❧✐♥❣ ✇✐t❤ ❤✐s ♣❡❡rs ✐s ❝♦♥❝❡r♥❡❞✱ ❡①♣❡r✐❡♥❝❡ t❛✉❣❤t ❤✐♠ ❤❡ ♥❡❡❞❡❞ t♦
❞✐st✐♥❣✉✐s❤✳ ❍❡ ❢❛❝❡❞ t❤r❡❡ ❣r♦✉♣s ♦❢ ❢❡❧❧♦✇ ♣✉♣✐❧s✿ ✏t❤❡ ❣♦♦❞✱ t❤❡ ✐♥❞✐✛❡r❡♥t ❛♥❞ t❤❡
❜❛❞✳✑ ✏❚❤❡ ❜❛❞ ♦♥❡s ■ ❛✈♦✐❞❡❞ t❤❡♠ ❛❜s♦❧✉t❡❧② ❛♥❞ ❛❧✇❛②s✳ ❚❤❡ ✐♥❞✐✛❡r❡♥t ■ ❛ss♦❝✐❛t❡❞
✇✐t❤ ♦♥❧② ✇❤❡♥ ♥❡❝❡ss❛r②✱ ❜✉t ■ ✇❛s ❛❧✇❛②s ❝♦✉rt❡♦✉s ✇✐t❤ t❤❡♠✳ ■ ♠❛❞❡ ❢r✐❡♥❞s ✇✐t❤ t❤❡
❣♦♦❞ ♦♥❡✱ ❛♥❞ t❤❡♥ ♦♥❧② ✇❤❡♥ ■ ✇❛s s✉r❡ ♦❢ t❤❡♠✳✑ ❍❡r❡ t♦♦ ❤❡ ✉s❡❞ t❤❡ ♣❤r❛s❡ ✏ ❝♦♥tr❛rr❡
❢❛♠✐❣❧✐❛r✐tà✳✑ ▲✉✐❣✐ ❈♦♠♦❧❧♦ ✇❛s ❛ r❡❛❧❧② ❣♦♦❞ ❢r✐❡♥❞✳ ❉♦♥ ❇♦s❝♦ ❤❛❞ ❣❡♥✉✐♥❡❧② ❥♦✈✐❛❧
❛♥❞ ❝♦♥✜❞❡♥t✐❛❧ ❝♦♥✈❡rs❛t✐♦♥s ✇✐t❤ ❤✐♠ ❬❢❛♠✐❣❧✐❛r✐ ❞✐s❝♦rs✐❪ ❛♥❞ ❤❡ ❞❡❛❧t ❢❛♠✐❧✐❛r❧② ✇✐t❤
❤✐♠✑ ❬tr❛tt❛✈❛ ❢❛♠✐❣❧✐❛r❛♠❡♥t❡❪✳✷✶✵
❋♦r t❤❡s❡ ❧❛st t✇♦ ♠❡♠♦r✐❡s ❉♦♥ ❇♦s❝♦ ❝♦✉❧❞ ❝❛❧❧ ♦♥ r❡✢❡❝t✐♦♥s ❤❡ ❤❛❞ ✇r✐tt❡♥ ✐♥
✶✽✹✹ ✐♥ ❤✐s ▲✐❢❡ ♦❢ ▲✉✐❣✐ ❈♦♠♦❧❧♦✳ ❍❡ ❤❛❞ ❞✐✈✐❞❡❞ ❤✐s ❢❡❧❧♦✇ st✉❞❡♥ts ♦❢ t❤❡ s❡♠✐♥❛r②
✐♥t♦ t❤r❡❡ ❣r♦✉♣s✿ ✏❆ ❢❡✇ ♦❢ t❤❡♠ ❛r❡ ❜❛❞✱ ♦t❤❡rs ❛r❡ ♥♦t ❜❛❞✱ ❜✉t ♥♦t ♣❛rt✐❝✉❧❛r❧②
❣♦♦❞ ❡✐t❤❡r✱ st✐❧❧ ♦t❤❡rs ❛r❡ r❡❛❧❧② ❣♦♦❞✳ ❨♦✉ s❤♦✉❧❞ ❛❜s♦❧✉t❡❧② ❛✈♦✐❞ t❤❡ ✜rst ❣r♦✉♣❀ ②♦✉
s❤♦✉❧❞ ♠❛❦❡ ❝♦♥t❛❝t ✇✐t❤ t❤❡ s❡❝♦♥❞ ❣r♦✉♣ ✇❤❡♥ ♥❡❝❡ss❛r②✱ ❜✉t ♥♦t ✐♥ ❛ ❢❛♠✐❧✐❛r ✇❛②
❝♦♥ ❢❛♠✐❣❧✐❛r✐tà❪❀ ②♦✉ s❤♦✉❧❞ ♦❢t❡♥ ♠❡❡t t❤❡ t❤✐r❞ ❣r♦✉♣✳ ✳ ✳ ■t ✐s tr✉❡ t❤❛t t❤❡ ❝♦♠r❛❞❡s
♦❢ t❤❡ t❤✐r❞ ❣r♦✉♣ ❛r❡ ♥♦t ♥✉♠❡r♦✉s✳ ✳ ✳ ■❢ ②♦✉ ❤❛✈❡ ❢♦✉♥❞ t❤❡♠✱ ❞❡❛❧ ✇✐t❤ t❤❡♠ ❛♥❞
❛❧❧♦✇ t❤❡ ❝♦♥t❛❝t t♦ t❛❦❡ t❤❡ ❢♦r♠ ♦❢ s♣✐r✐t✉❛❧ ❢❛♠✐❧✐❛r✐t② ❬s♣✐r✐t✉❛❧❡ ❢❛♠✐❣❧✐❛r✐tà❪ ❢♦r ②♦✉r
♦✇♥ ❜❡♥❡✜t✳✑ ✷✶✶
■t ✐s ❡❛s② t♦ s❤♦✇ ❉♦♥ ❇♦s❝♦ ❤❛s ♠♦✈❡❞ t❤❛t ❢r❛❣♠❡♥t ♥❡❛r❡r t♦ ❤✐s s❡❝♦♥❞❛r② s❝❤♦♦❧
❞❛②s ✐♥ ❤✐s ❧❛t❡r ▼❡♠♦✐rs✳ ❚❤❛t ✐s ♥♦t r❡❛❧❧② ♦❢ ❛♥② ♣❛rt✐❝✉❧❛r s✐❣♥✐✜❝❛♥❝❡ ❤❡r❡✳✷✶✷ ■t
✐s ✐♠♣♦rt❛♥t t❤♦✉❣❤ t♦ ♥♦t✐❝❡ ❤❡ ❦♥❡✇ ❛♥❞ ✉s❡❞ t❤❡ ❝♦♥❝❡♣t ✏ ❢❛♠✐❣❧✐❛r✐tà✑ ✐♥ ❛ ♣♦s✐t✐✈❡
♠❡❛♥✐♥❣ ❛t t❤❡ t✐♠❡✳
◆♦t✇✐t❤st❛♥❞✐♥❣ ❤✐s ✐♥❞✉str✐♦✉s ✇r✐t✐♥❣ ❛♥❞ ❤✐s ♣❛rt✐❝✉❧❛r ✉s❛❣❡ ✐♥ t❤❡ ▼❡♠♦✐rs✱ ❞✉r✲
✐♥❣ t❤❡ ♣❡r✐♦❞ ✶✽✼✸✲✶✽✼✺ ❉♦♥ ❇♦s❝♦ ❝❛❧❧❡❞ ❢♦r ❝❛✉t✐♦♥ ✇❤❡♥ ❤❡ ❧✐st❡❞ t❤❡ s❡✈❡♥ s❡❝r❡ts ✐♥
❏✉♥❡ ✶✽✼✺✳ ■♥ ◆♦✈❡♠❜❡r ♦❢ t❤❡ s❛♠❡ ②❡❛r ❤❡ ❛❣❛✐♥ ❝❛❧❧❡❞ ❢♦r ♣r✉❞❡♥❝❡ t❤♦✉❣❤ ✐t ✇❛s ✐♥
❛ ❞✐✛❡r❡♥t ❝♦♥t❡①t✳ ❆❢t❡r ❤✐s s♣❡❡❝❤ ✐♥ t❤❡ ❜❛s✐❧✐❝❛ ♦❢ ▼❛r② ❍❡❧♣ ♦❢ ❈❤r✐st✐❛♥s ❤❡ ✇r♦t❡
❞♦✇♥ ❛ ❢❡✇ ♣✐❡❝❡s ♦❢ ❛❞✈✐❝❡ ❢♦r t❤❡ ✜rst ♠✐ss✐♦♥❛r✐❡s ❧❡❛✈✐♥❣ ❢♦r ❆r❣❡♥t✐♥❛✳ ■♥ t❤❡ s❡❝♦♥❞
r❡❝♦♠♠❡♥❞❛t✐♦♥ ❤❡ ❡♥❝♦✉r❛❣❡❞ t❤❡♠✿ ✏❇❡ ❝❤❛r✐t❛❜❧❡ ❛♥❞ ♠♦st ❝♦✉rt❡♦✉s t♦✇❛r❞s ❛❧❧✱
❜✉t ❛✈♦✐❞ ❝♦♥✈❡rs❛t✐♦♥s ❛♥❞ ❢❛♠✐❧✐❛r✐t② ✇✐t❤ ♣❡rs♦♥s ♦❢ t❤❡ ♦♣♣♦s✐t❡ s❡① ♦r ✇✐t❤ ♣❡rs♦♥s
✇❤♦s❡ ❝♦♥❞✉❝t ✐s ♦♣❡♥ t♦ s✉s♣✐❝✐♦♥✳✑ ✷✶✸
✷✶✵❋♦r ❜♦t❤ ♣❛r❛❣r❛♣❤s✿ ❇❖❙❈❖✱ ●✳✱ ▼❡♠♦r✐❡ ❞❡❧❧✬❖r❛t♦r✐♦✳✳✳✱ ♣♣✳ ✺✸✴✺✷✼✲✺✸✻❀ ✺✾✴✻✻✸✲✻✻✹❀ ✾✷✴✶✹✾✲✶✺✷❀
✾✺✴✷✵✶❀ ✾✺✴✷✶✷❀ ▼❡♠♦✐rs✳✳✳✱ ♣♣✳ ✹✽❀ ✺✸❀ ✽✷✲✽✸✳ ❆❧s♦ ❇■❊❙▼❆◆❙✱ ❘✳✱ ❆♠♦r❡✈♦❧❡③③❛✳✳✳✱ ♣♣✳ ✶✾✵✲✶✾✷✳
✷✶✶❇❖❙❈❖✱ ●✳✱ ❈❡♥♥✐ st♦r✐❝✐ ❞❡❧❧❛ ✈✐t❛ ❞❡❧ ❝❤✐❡r✐❝♦ ▲✉✐❣✐ ❈♦♠♦❧❧♦✱ ❚✉r✐♥✱ ✶✽✹✹✳ ❖❊ ■✱ ❬✻✸✲✻✹❪✳
✷✶✷■♥ ❛ ❝❡rt❛✐♥ s❡♥s❡ ✐t ✐s t❤❡ ❤❡r❛❧❞ ♦❢ t❤❡ ♣❡❞❛❣♦❣✐❝❛❧ ❞✐st✐♥❝t✐♦♥ ✐♥ t❤❡ ❆rt✐❝♦❧✐ ●❡♥❡r❛❧✐ ✭✶✽✼✼✮✳
❇❘❆■❉❖✱ P✳✱ ❉♦♥ ❇♦s❝♦ ❡❞✉❝❛t♦r❡✳✳✳✱ ♣♣✳ ✷✽✽✴✾✲✶✵❀ ✷✾✵✴✶✺✶✻✳
✷✶✸■♥ ■t❛❧✐❛♥ ✏ ❢✉❣❣✐t❡ ❧❛ ❢❛♠✐❣❧✐❛r✐tà✳✑ ❈❢✳ ❈♦♥st✐t✉t✐♦♥s✳✳✳✱ ♣✳ ✷✻✺✴♣♦✐♥t ✷✳ ■t ✐s ❛ r❡♣❡t✐t✐♦♥ ♦❢ ❛ ❝♦♥❝❡r♥
❤❡ ❤❛❞ ❡①♣r❡ss❡❞ ❜❡❢♦r❡ ❞✉r✐♥❣ t❤❡ r❡tr❡❛t ✐♥ ❙❡♣t❡♠❜❡r ✭❄✮✶✽✼✺ ✐♥ ▲❛♥③♦✳ ❚❤❡r❡ ❤❡ ✐♥s✐st❡❞ ♦♥
✶✷✽

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❍✐s r❡❝♦♠♠❡♥❞❛t✐♦♥ t♦ ❞❡❛❧ ✇✐t❤ ②♦✉♥❣st❡rs s♦✉♥❞❡❞ q✉✐t❡ ❞✐✛❡r❡♥t✱ ♣❛rt✐❝✉❧❛r❧② ✇✐t❤
❜♦②s ✇❤♦ s❤♦✇❡❞ s✐❣♥s ♦❢ s♣✐r✐t✉❛❧ ✈♦❝❛t✐♦♥✳ ❈♦♥❝❡r♥✐♥❣ t❤❡♠ ❤❡ ❛s❦❡❞ t❤❡ ♠✐ss✐♦♥❛r✐❡s
✏t♦ s❤♦✇ t❤❡✐r ❈❤r✐st✐❛♥ ❧♦✈❡ ❬❝❛r✐tà❪✱ ❛✛❛❜✐❧✐t② ♦r ❛♠✐❛❜✐❧✐t② ❬❛♠♦r❡✈♦❧❡③③❛❪ ❛♥❞ ❡s♣❡❝✐❛❧
❦✐♥❞♥❡ss ❬❜❡♥❡✈♦❧❡♥③❛❪✳✑ ❚❤✐s ✐s ❛ tr❛♥s❧❛t✐♦♥ ❢♦❧❧♦✇✐♥❣ t❤❡ t❡①t ♦❢ t❤❡ ❡✐❣❤t❡❡♥t❤ st✐♠✉❧✉s
✐♥ t❤❡ ▼❡♠♦r✐❡ ❜✐♦❣r❛✜❝❤❡ ❝♦rr❡s♣♦♥❞✐♥❣ ✇✐t❤ t❤❡ ✈❡rs✐♦♥ ♦❢ ❋r ❈❤✐❛❧❛ ✐♥ ❤✐s ❜♦♦❦ ✏❉❛
❚♦r✐♥♦ ❛❧❧❛ ❘❡♣✉❜❜❧✐❝❛ ❆r❣❡♥t✐♥❛✳✑ ✷✶✹ ❚❤❡r❡ ❛r❡ ♦❜✈✐♦✉s❧② ✐♠♣♦rt❛♥t ♣♦✐♥ts ✇❤✐❝❤ ❞✐✛❡r
❢r♦♠ t❤❡ ✇r✐t✐♥❣ ♦❢ ✶✽✽✹ t♦ t❤❡ ❛❞✉❧ts ✐♥ ❱❛❧❞♦❝❝♦ ✭❝♦❧✉♠♥ ❈✮✳ ❚❤❡ ❝♦♥t❡♥t ♦❢ t❤❡
r❡❝♦♠♠❡♥❞❛t✐♦♥ ✐♥ ✶✽✼✺ ❝♦♥❝❡r♥s t❤❡ ❞❡❛❧✐♥❣ ✇✐t❤ ❛ ❧✐♠✐t❡❞ ❣r♦✉♣ ♦❢ ②♦✉♥❣st❡rs✳ ◆♦t
❛♠♦r❡✑✱ ❜✉t t❤❡ ❝♦♥❝❡♣t ♦❢ ✏ ❝❛r✐t❛s✑ ✐s ✉s❡❞✳ ▼♦r❡♦✈❡r ✏ ❝❛r✐t❛s✑ ♦♥ t❤❡ ♦♥❡ ❤❛♥❞ ❛♥❞
✏❛♠♦r❡✈♦❧❡③③❛✑ ❛♥❞ ✏♣❛rt✐❝✉❧❛r ❜❡♥❡✈♦❧❡♥❝❡✑ ♦♥ t❤❡ ♦t❤❡r ❤❛♥❞ ❛r❡ ❥✉①t❛♣♦s❡❞✳ ❚❤❡r❡ ✐s
♥♦ t❛❧❦ ♦❢ ❛ r❡❧❛t✐♦♥s❤✐♣ ❜❡t✇❡❡♥ ❈❤r✐st✐❛♥ ❧♦✈❡ ❬❝❛r✐tà❪ ♦♥ t❤❡ ♦♥❡ ❤❛♥❞ ❛♥❞ ❛✛❡❝t✐♦♥❛t❡
❜❡❤❛✈✐♦✉r ❛♥❞ ❛❧s♦ ❦✐♥❞♥❡ss ♦♥ t❤❡ ♦t❤❡r ❤❛♥❞✳ ◆❡✈❡rt❤❡❧❡ss t❤❡ ✇❛②s ♦❢ ❞❡❛❧✐♥❣ ✇❤✐❝❤
✇✐♥ t❤❡ ❤❡❛rts ♦❢ ♣❡♦♣❧❡ ❛r❡ ❡①♣❧✐❝✐t❧② ♠❡♥t✐♦♥❡❞✳ ❚❤✐s ✐♥ ✐ts❡❧❢ ✐s ✈❡r② ✐♠♣♦rt❛♥t✳
❚❤❡ r❡❧❛t✐♦♥s❤✐♣ ❜❡t✇❡❡♥ ❝❛r✐t❛s ❛♥❞ t②♣✐❝❛❧ ✇❛②s ♦❢ ❜❡❤❛✈✐♦✉r ❛r❡ ❛❝❝✉r❛t❡❧② ♣♦✐♥t❡❞
♦✉t ✐♥ t❤❡ ✈❡rs✐♦♥ ♦❢ t❤❡ r❡❝♦♠♠❡♥❞❛t✐♦♥s ✇❤✐❝❤ P✳ ❇r❛✐❞♦ ❤❛s ♣✉❜❧✐s❤❡❞✳ ■♥❞❡❡❞✱ ♦♥❡
♠❛② ❤❛✈❡ t❤✐s ✐♠♣r❡ss✐♦♥ ❛t ✜rst s✐❣❤t✳ ❚❤❡ ✜❢t❤ ♣♦✐♥t ♦❢ t❤❡ ❡✐❣❤t❡❡♥t❤ r❡❝♦♠♠❡♥❞❛t✐♦♥
❧✐t❡r❛❧❧② r✉♥s ❛s ❢♦❧❧♦✇s✿ ✏❝❤❛r✐t② ❝❛r✐tà✇✐t❤ ❤❡❧♣ ♦❢ s✐❣♥s ♦❢ ❵❛♠♦r❡✈♦❧❡③③❛✬ ❛♥❞ ♣❛rt✐❝✲
✉❧❛r ❜❡♥❡✈♦❧❡♥❝❡✳✑ ✷✶✺ ❚❤❡ st✐♠✉❧✉s ✐s ✐♥ ❢❛❝t ♦♥❧② r❡❛❧❧② ♠❡❛♥✐♥❣❢✉❧ ✐❢ ②♦✉ ✐♥t❡r♣r❡t ✐t ❛s
❛❞❞r❡ss❡❞ t♦ t❤❡ ❙❛❧❡s✐❛♥s✳ ❚❤❡② ❤❛✈❡ t♦ ♣r❛❝t✐s❡ ❝❤❛r✐t② ♦r ❈❤r✐st✐❛♥ ❧♦✈❡✳ ❨❡t ✐t ♥❡❡❞s
t♦ ❜❡ ❧♦✈❡ ✇❤✐❝❤ ♠❛❦❡s ✐ts❡❧❢ ✈✐s✐❜❧❡✱ t❛♥❣✐❜❧❡ ❛♥❞ ♥♦t✐❝❡❛❜❧❡ ❜② t❤❡ s✐❣♥s ♦❢ ❦✐♥❞♥❡ss ❛♥❞
❜❡♥❡✈♦❧❡♥❝❡✳ ❚❤✐s ✜rst ❛♥❞ ♥♦r♠❛❧ ✐♥t❡r♣r❡t❛t✐♦♥ ❤♦✇❡✈❡r ❝❧❛s❤❡s ✇✐t❤ t❤❡ ❢♦r♠✉❧❛t✐♦♥
♦❢ t❤❡ ❡✐❣❤t❡❡♥t❤ r❡❝♦♠♠❡♥❞❛t✐♦♥✱ ✇❤✐❝❤ ✐♥❞❡❡❞ ❞♦❡s ❝♦♥t❛✐♥ ❛ s❡r✐❡s ♦❢ ✜✈❡ ❛tt✐t✉❞❡s✳
❋♦❧❧♦✇✐♥❣ t❤❡ ❝♦♥str✉❝t✐♦♥ ♦❢ t❤❡ ❝♦♠♣❧❡t❡ s❡♥t❡♥❝❡✱ t❤❡ ♠✐ss✐♦♥❛r✐❡s s❤♦✉❧❞ ♣r♦♠♦t❡ ❛❧❧
✜✈❡ ♦❢ t❤❡♠ ✐♥❝❧✉❞✐♥❣ ❝❤❛r✐t② ❬❝❛r✐t❛s❪ ♦r ✐♠♣r❡ss t❤❡♠ ♦♥ ❛ s♣❡❝✐❛❧ ❣r♦✉♣ ♦❢ ②♦✉♥❣st❡rs✳
❍♦✇❡✈❡r✱ t❤❛t ❞♦❡s ♥♦t s❡❡♠ ❡✈✐❞❡♥t t❤r♦✉❣❤ t❤❡ ❝♦♠❜✐♥❛t✐♦♥ ♦❢ ✏ ❝❛r✐tà✑ ❛♥❞ ✏s✐❣♥s ♦❢
❛✛❛❜✐❧✐t②✱ ❛♠✐❛❜✐❧✐t② ❛♥❞ ✇✐❧❧✐♥❣♥❡ss✑✳✷✶✻ ■t ✐s ♠♦r❡ ♠❡❛♥✐♥❣❢✉❧ ✐❢ t❤❛t ✜❢t❤ s♣❡❝✐❛❧ t❛s❦
✐s r❡s❡r✈❡❞ ❢♦r t❤❡ ♠✐ss✐♦♥❛r✐❡s✳ ❚❤❡② t❤❡♠s❡❧✈❡s ❤❛✈❡ t♦ ❜❡ ❣❡♥t❧❡ ❛♥❞ ❡①♣r❡ss t❤❛t ❧♦✈❡
❜② ❞❡❛❧✐♥❣ ✇✐t❤ t❤❡ ❜♦②s ✐♥ ❛♥ ❛✛❛❜❧❡✱ ❦✐♥❞ ❛♥❞ ✇✐❧❧✐♥❣ ✇❛②✳
❚❤❛t ♠✉st ❤❛✈❡ ❜❡❡♥ t❤❡ tr❛✐♥ ♦❢ t❤♦✉❣❤t ♦❢ ❉♦♥ ❇♦s❝♦✬s s❡❝r❡t❛r②✱ ●✳ ❇❡rt♦✱ t♦♦✳
❚❤❡ ❤❛♥❞✲✇r✐tt❡♥ ❝♦♣② ♦❢ t❤❡ t❡①t ♦❢ ◆♦✈❡♠❜❡r ✭❄✮ ✶✽✼✺ ❝♦rr❡s♣♦♥❞s ✇✐t❤ ❈❤✐❛❧❛✬s ♦♥❡✿
✏❙❤♦✇ ❈❤r✐st✐❛♥ ❧♦✈❡ ❈❤❛r✐t②✱ ❛✛❛❜✐❧✐t②✳✳✳✑ ❇❡rt♦ t♦♦✱ ✉s✐♥❣ t❤❡ s❡♣❛r❛t❡ ✐♠♣❡r❛t✐✈❡✱
r❡s❡r✈❡s t❤✐s ♣❛rt ♦❢ t❤❡ r❡❝♦♠♠❡♥❞❛t✐♦♥ ❢♦r t❤❡ ❙❛❧❡s✐❛♥s✳ ❍♦✇❡✈❡r✱ ❤❡ ❤❛s r❡♣❧❛❝❡❞
❛♠♦r❡✈♦❧❡③③❛✑ ❜② ❛ s②♥♦♥②♠ ✏ ❛♠❛❜✐❧✐tà✑ ❢♦r ❛ r❡❛s♦♥ ✇❡ ❛r❡ ♥♦t ❛❜❧❡ t♦ ❡①♣❧❛✐♥✳✷✶✼
❛✈♦✐❞✐♥❣ ✭✢②✐♥❣✮ r❡❧❛t✐♦♥s❤✐♣ ✭❧❛ ❢❛♠✐❣❧✐❛r✐tà✮ ✇✐t❤ ♣❡rs♦♥s ♦❢ t❤❡ ♦♣♣♦s✐t❡ s❡①✱ ❛❧s♦ ❢❛♠✐❧✐❛r✐t② ✇✐t❤
♣❡rs♦♥s ♦❢ t❤❡ s❛♠❡ s❡①✳ ❈❢✳ ▼❇ ❳■✱ ♣♣✳ ✺✽✶ ❛♥❞ ✺✽✸❀ ♥♦t tr❛♥s❧❛t❡❞ ✐♥ ❊▼❇ ❛♥❞ ❇■❊❙▼❆◆❙✱ ❘✳✱
✶✽✻✻✲✶✽✼✻ ❞♦♥ ❇♦s❝♦ ❜❡tr♦✉✇❜❛r❡ ✇❡❣✇✐❥③❡r✳ ✳ ✳ ✱ ♣✳ ✹✹✲✹✺✴❢♦♦t♥♦t❡ ✷✳
✷✶✹▼❇ ❳■✱ ♣✳ ✸✾✵❀ ❊▼❇ ❳■✱ ♣✳ ✸✻✺✳ ❈❍■❆▲❆✱ ❈✳✱ ❉❛ ❚♦r✐♥♦ ❛❧❧❛ ❘❡♣✉❜❜❧✐❝❛ ❆r❣❡♥t✐♥❛✱ ▲❡tt✉r❡
❈❛tt♦❧✐❝❤❡✱ ✷✽✻✲✼✱ ✶✽✼✻✱ ♣♣✳ ✺✽✲✻✵✳ ❉♦♥ ❈❤✐❛❧❛ ❤❛❞ ❜❡❡♥ ❡♥tr✉st❡❞ t❤❡ ❝♦rr❡s♣♦♥❞❡♥❝❡ ✇✐t❤ t❤❡
♠✐ss✐♦♥❛r✐❡s ❢♦r ❛ ❝❡rt❛✐♥ t✐♠❡✳ ❈❢✳ ❈♦♥st✐t✉t✐♦♥s✳✳✳✱ ♣✳✷✻✻✴✶✽✳
✷✶✺❇❘❆■❉❖✱ P✳✱ ❉♦♥ ❇♦s❝♦ ❡❞✉❝❛t♦r❡✳✳✳✱ ♣✳ ✷✵✼✴✹✻✳ ❈♦♥st✐t✉t✐♦♥s✳✳✳✱ ♣✳ ✷✻✻✳
✷✶✻❚r❛♥s❧❛t♦rs ❞♦ ♥♦t ❤❛✈❡ ❛♥ ❡❛s② t❛s❦✳ ❚❤✐s ✐s ❝❧❡❛r ❢r♦♠ t❤❡ ❋r❡♥❝❤ ❛♥❞ ●❡r♠❛♥ t❡①ts✳ ■♥ ❋r❡♥❝❤✿ ✏❞❡ ❧❛
❝❤❛r✐té✱ ❞❡s ♠❛rq✉❡s ❞✬❛✛❡❝t✐♦♥ ❡t ❞❡ ❜✐❡♥✈❡✐❧❧❛♥❝❡ ♣❛rt✐❝✉❧✐èr❡ ✭❈♦♥s✐t✉t✐♦♥s ❡t ❘è❣❧❡♠❡♥ts✱ ♣✳ ✷✺✹✮✳
■♥ ●❡r♠❛♥✿ ✏▲✐❡❜❡ ❣❡♣rä❣t ✈♦♥ ▲✐❡❜❡♥s✇ür❞✐❣❦❡✐t ✉♥❞ ❜❡s♦♥❞❡r❡♠ ❲♦❤❧✇♦❧❧❡♥✑ ✭❑♦♥st✐t✉t✐♦♥❡♥ ✉♥❞
❙❛t③✉♥❣❡♥✱ ♣✳ ✷✷✻✮✳ ❈❢✳ ❛❧s♦ t❤❡ ❛❞❡q✉❛t❡ tr❛♥s❧❛t✐♦♥ ✐♥ ▼❇◆ ❳■✱ ♣✳ ✸✵✶✳
✷✶✼■♥ ■t❛❧✐❛♥✿ ✏ ❆❜❜✐❛t❡ ❝❛r✐tà✱ ❛♠❛❜✐❧✐tà✳ ✳ ✳ ✑ ❈❢✳ ❇❘❆■❉❖✱ P✳✱ ❉♦♥ ❇♦s❝♦ ❡❞✉❝❛t♦r❡✳ ✳ ✳ ✱ ♣♣✳ ✶✾✹✲✶✾✺✳ ❙❡❡
✶✷✾

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❚❤❡ ✇♦r❞✐♥❣ ♦❢ t❤❡ ✐♥str✉❝t✐♦♥ ❢♦r t❤❡ ♠✐ss✐♦♥❛r✐❡s r❡❣❛r❞✐♥❣ t❤❡s❡ ②♦✉♥❣st❡rs ✐s ❛❧♠♦st
✐❞❡♥t✐❝❛❧ t♦ ❛ ♣✐❡❝❡ ♦❢ ❛❞✈✐❝❡ ♦❢ ❚❡♣♣❛✬s ✐♥ ❆✈✈❡rt✐♠❡♥t✐ ♣❡r ❣❧✐ ❡❞✉❝❛t♦r✐ ❡❝❝❧❡s✐❛st✐❝✐
■♥ ❛ ❝❤❛♣t❡r ✇✐t❤ ❞✐r❡❝t✐✈❡s ♦♥ ♣✉♥✐s❤✐♥❣✱ ❤❡ ❞❡s❝r✐❜❡❞ ♦♥❡ ♦❢ t❤❡ ❜❡st ♣♦ss✐❜✐❧✐t✐❡s ❢♦r ❛
t❡❛❝❤❡r t♦ s❤♦✇ ❤✐s ❞✐s❝♦♥t❡♥t t♦ ❛ ❜♦② ✇❤♦ ❤❛❞ ❢❛✐❧❡❞✳ ■t ✇❡♥t ❛s ❢♦❧❧♦✇s✿ ✏ ❬❨♦✉ ♥❡❡❞ t♦❪
❛❞♦♣t ❛ ♠♦r❡ s❡r✐♦✉s ❛♥❞ r❡s❡r✈❡❞ ❛tt✐t✉❞❡ t♦✇❛r❞s ❤✐♠✳ ▲❡❛✈❡ t❤❡s❡ s✐❣♥s ✭❡①♣r❡ss✐♦♥s✱
✉tt❡r❛♥❝❡s✮ ♦❢ ❦✐♥❞♥❡ss ❛♥❞ ❢❛♠✐❧✐❛r✐t②✱ ✇❤✐❝❤ ②♦✉ ✉s❡❞ t♦ ♣❛② ❛s ❛ tr✐❜✉t❡ t♦ ❤✐♠✳✑
❍✐s ❤✐♥ts ♠❛② s❡❡♠ r❛t❤❡r ✈❛❣✉❡✳ ❚❤❡② ❜❡❝♦♠❡ ♠♦r❡ ❝♦♥❝r❡t❡ ✐♥ t❤❡ t♦t❛❧ ♣✐❝t✉r❡ ♦❢ ❤✐s
✇♦r❦✳ ❨♦✉ ❝❛♥ s❡❡ t❤❡♠ ✐♥ t❤❡ ♣❡rs♣❡❝t✐✈❡ ♦❢ ❛ ❞✐r❡❝t✐✈❡ ✐♥ t❤❡ ❝❤❛♣t❡r ♦♥ ❤♦✇ t♦ ❡①❡r❝✐s❡
❛✉t❤♦r✐t②✳ ❚❤❡r❡ ✇❡ r❡❛❞✿ ✏❖♥❡ ✇✐❧❧ ❜❡ ❛❜❧❡ t♦ ❞❡❛❧ ✇✐t❤ ❛♥♦t❤❡r ❬♣✉♣✐❧❪ ✐♥ ❛ ❦✐♥❞❡r✱ ♠♦r❡
❛✛❛❜❧❡✱ ❛♥❞ ♠♦r❡ ❥♦✈✐❛❧ ✇❛② ❬✉s❛r ♠♦❞✐ ♣✐ù ❛♠♦r❡✈♦❧✐ ❡ ❢❛♠✐❣❧✐❛r✐✳✑✷✶✽ ■t ✐s ♦❜✈✐♦✉s t❤❛t
t❤❡ ❝♦♥t❡①t ♦❢ ❜♦t❤ ♣✐❡❝❡s ♦❢ ❛❞✈✐❝❡ ❬❉♦♥ ❇♦s❝♦ ❛♥❞ ❚❡♣♣❛❪ ✐s q✉✐t❡ ❞✐✛❡r❡♥t✳ ❖❢ ❝♦✉rs❡✱
❜❡♥❡✈♦❧❡♥③❛ ❢❛♠✐❣❧✐❛r✐tà ❚❡♣♣❛ ❥✉①t❛♣♦s❡❞ ✏
✑ ❛♥❞ ✏
✑ ❛♥❞ ❉♦♥ ❇♦s❝♦ ❞✐❞ t❤❡ s❛♠❡ ✇✐t❤
❜❡♥❡✈♦❧❡♥③❛ ❛♠♦r❡✈♦❧❡③③❛
✑ ❛♥❞ ✏
✑✳ ❨❡t✱ ❜♦t❤ ✉s❡ t❤❡ s❛♠❡ ✇♦r❞s ❛♥❞ ♠❡♥t✐♦♥ ✏s✐❣♥s✱
❛♠♦r❡✈♦❧❡③③❛ ❡①♣r❡ss✐♦♥s✑ ♦❢ ❦✐♥❞♥❡ss✳ ▼♦r❡♦✈❡r✱ ❉♦♥ ❇♦s❝♦✬s ✏
✑ ✐s ❛ s②♥♦♥②♠ ♦❢ ❚❡♣♣❛✬s
❢❛♠✐❣❧✐❛r✐tà✑✳
❚❤✐s ❧❛st ✐♥t❡r♣r❡t❛t✐♦♥ ❜❡❝♦♠❡s ♠♦r❡ ♣♦✇❡r❢✉❧ ✇❤❡♥ ✇❡ ❧✐st❡♥ t♦ ❉♦♥ ❇♦s❝♦✬s ♣r❡s❡♥✲
t❛t✐♦♥ ❢♦r ❛ r❡❝t♦rs✬ ♠❡❡t✐♥❣ ♦♥ ❋❡❜r✉❛r② ✹ ✶✽✼✻✳ ❍✐s t♦♣✐❝ ✐s ❛❣❛✐♥ ❛❜♦✉t ✏❤✐♥ts ✇❤✐❝❤
♠❛② ❣r❡❛t❧② ❤❡❧♣ t♦ ❢♦st❡r ✈♦❝❛t✐♦♥s✳ ❍✐s s❡❝♦♥❞ ✐t❡♠ ✇❛s✿ ✏❉♦ s❤♦✇ ❛ ❧♦t ♦❢ ❧♦✈✐♥❣ ❦✐♥❞✲
❣r❛♥❞❡ ❛♠♦r❡✈♦❧❡③③❛ ♥❡ss
t♦ ♦✉r ❜♦②s✿ tr❡❛t t❤❡♠ r❡❛❧❧② ✇❡❧❧✳ ▲❡t t❤✐s ❣♦♦❞ tr❡❛t♠❡♥t
❛♥❞ ❦✐♥❞♥❡ss ❬❛✛❛❜✐❧✐t②✱ ❛♠✐❛❜✐❧✐t②❪ ❜❡ ❛ tr❛✐t ♦❢ ❛❧❧ s✉♣❡r✐♦rs ✇✐t❤♦✉t ❡①❝❡♣t✐♦♥✳ ❆❧❧ ♦❢
t❤❡♠ t♦❣❡t❤❡r ❝❛♥ ❤❛r❞❧② ❛ttr❛❝t ♦♥❡ ②♦✉♥❣st❡r✱ ❜✉t ❛ s✐♥❣❧❡ ♦♥❡ ♦❢ ②♦✉ ❝❛♥ t✉r♥ t❤❡♠ ❛❧❧
❛✇❛②✳ ●♦❞ ❦♥♦✇s ❤♦✇ ✐♠♣♦rt❛♥t ✐t ✐s ❢♦r ❛ ❜♦② t♦ ❢❡❡❧ ❤✐♠s❡❧❢ tr❡❛t❡❞ ✇❡❧❧✦ ❍❡ ❡♥tr✉sts
❤✐s ✈❡r② ❤❡❛rt t♦ ❤✐s s✉♣❡r✐♦rs✳✑ ❚❤❡ t❤✐r❞ ♣♦✐♥t✿ ✏❆s r❡❣❛r❞s ♦❧❞❡r ❜♦②s✱ ❡s♣❡❝✐❛❧❧② t❤♦s❡
✇❤♦ s❡❡♠ ✐♥❝❧✐♥❡❞ t♦ t❤❡ ♣r✐❡st❤♦♦❞✱ t❤❡ s✉♣❡r✐♦r ✕ ❜❡s✐❞❡s ❞❡❛❧✐♥❣ ❦✐♥❞❧② ✇✐t❤ t❤❡♠
✕ s❤♦✉❧❞ ❛❧s♦ s❤♦✇ t❤❡♠ ❣r❡❛t tr✉st✳✑ ❚❤❡ s✐①t❤ ✐t❡♠ ❧✐♥❦s ✉♣ ✇✐t❤ ✐t✿ ✏■t ✇✐❧❧ ❛❧s♦ ❜❡
❞❛r❡ ❢❛♠✐❣❧✐❛r✐tà ✈❡r② ❤❡❧♣❢✉❧ t♦ tr❡❛t ❛ ❜♦② ❢❛♠✐❧✐❛r❧② ❬✏
✑ ❪ ❜② t❛❦✐♥❣ ❛ ✇❛❧❦ ✇✐t❤ ❤✐♠✱
❝♦♥✈❡rs✐♥❣✱ ❧❛✉❣❤✐♥❣✱ ❧✐st❡♥✐♥❣ t♦ ✇❤❛t ❤❡ ❤❛s t♦ s❛②✱ ❛♥❞ ❡♥❝♦✉r❛❣✐♥❣ ❤✐♠ t♦ t❡❧❧ ✉s
❛❜♦✉t ❤✐s ❤♦♠❡ ❧✐❢❡✱ ❤✐s ♣❛r❡♥ts✬ ❢❛r♠✱ ✈✐♥❡②❛r❞s✱ t❤❡ ❝❤❡❡s❡ r♦♦♠ ❛♥❞ s♦ ♦♥✳ ■❢✱ ❛s ❛
r❡s✉❧t ♦❢ t❤❡s❡ ❢r✐❡♥❞❧② ❝♦♥t❛❝ts✱ t❤❡② ❛s❦ ❛❜♦✉t t❤❡✐r ✈♦❝❛t✐♦♥✱ ❛❞✈✐s❡ t❤❡♠ t♦ ♠❡♥t✐♦♥
✐t ✐♥ ❝♦♥❢❡ss✐♦♥✳✑ ✷✶✾
❛♠♦r❡✈♦❧❡③③❛ ❢❛♠✐❣❧✐❛r✐tà ■♥ t❤✐s ❝♦♥❢❡r❡♥❝❡ ❉♦♥ ❇♦s❝♦ ✉s❡❞ t❤❡ t❡r♠s ✏
✑ ❛♥❞ ✏
❛s ❡q✉✐✈✲
❛❧s♦ ❊ ✭♠✮✱ ✈♦❧✳ q✉❛rt♦✱ ♣✳ ✺✹✽ ❛♥❞ ❡s♣❡❝✐❛❧❧② ❊ ■■✱ ♣✳ ✺✶✼ ❛♥❞ ❈❊❘■❆✱ ❊✳✱ ❆♥♥❛❧✐✳ ✳ ✳ ✭✶✽✹✶✲✶✽✽✽✮✱ ♣✳
✷✺✺✳ ■♥ ❜♦t❤ ❧❛st t❡①ts t❤❡ ✜❢t❤ ✐t❡♠ ✐s ❝❧❡❛r❧② ❞✐st✐♥❣✉✐s❤❡❞ ❢r♦♠ t❤❡ ♦t❤❡r ❢♦✉r ✉s❛t❡ ❝♦♥ ❧♦r♦✳ ✳ ✳
❛♥❞ ✐s ♠❡❛♥t ❢♦r t❤❡ ♣❡rs♦♥❛❧ ❜❡❤❛✈✐♦✉r ♦❢ t❤❡ ❙❛❧❡s✐❛♥s✳ ❈❢✳ ❇■❊❙▼❆◆❙✱ ❘✳✱ ❆♠♦r❡✈♦❧❡③③❛✳ ✳ ✳ ✱ ♣♣✳
✷✷✷✲✷✸✻ ♦♥ t❤❡ ❝♦♥✈❡rt✐❜✐❧✐t② ♦❢ ❝❡rt❛✐♥ t❡r♠s✳
✷✶✽❚❊PP❆✱ ❆✳▼✳✱ ❆✈✈❡rt✐♠❡♥t✐✳✳✳✱ ♣♣✳ ✹✹ ❛♥❞ ✷✺✳ ❈❢✳ t❤❡r❡ ❛❧s♦ ♣❛❣❡ ✹✵✳
✷✶✾❇❘❆■❉❖✱ P✳✱ ■ ♠♦❧t✐ ✈♦❧t✐ ❞❡❧❧✬❛♠♦r❡✈♦❧❡③③❛✱ ❘❡✈✐st❛ ❞✐ ❙❝✐❡♥③❡ ❞❡❧❧✬❊❞✉❝❛③✐♦♥❡✱ ✭✸✼✮✱ ✶✾✾✾✱ ♣✳ ✷✽✳
❇■❊❙▼❆◆❙✱ ❘✳✱ ❆♠♦r❡✈♦❧❡③③❛✳✳✳✱ ♣✳ ✸✹✳ ❈❢✳ ▼❇ ❳■■✱ ♣♣✳ ✽✽✲✾✵❀ ❊▼❇ ❳■■✱ ♣♣✳✻✽✲✼✶✳
■♥ ❛ s♦rt ♦❢ ♠❛♥✉❛❧ ▼✳ ❘✉❛ ✇r♦t❡ ❞♦✇♥ ❛ ♥✉♠❜❡r ♦❢ ✐t❡♠s ❤❡ ✇❛♥t❡❞ t♦ ♣❛② ❛tt❡♥t✐♦♥ t♦ ❞✉r✐♥❣
❤✐s ♦✣❝✐❛❧ ✈✐s✐ts t♦ t❤❡ ❤♦✉s❡s ❛r♦✉♥❞ ✶✽✼✹✲✶✽✼✺✳ ❯♥❞❡r t❤❡ ❢❡❛t✉r❡ ✏❨♦✉♥❣st❡rs✑ ❤❡ ♠❡♥t✐♦♥❡❞ t❤❡
❦❡②✇♦r❞s✿ ✏❙t✉❞②✱ ③❡❛❧ ❛♥❞ ❵❢❛♠✐❧✐❛r✐t②✬ ✇✐t❤ t❡❛❝❤❡rs✱ ❛ss✐st❛♥ts ❛♥❞ s✉♣❡r✐♦rs✑ ✭❇❘❆■❉❖✱ P✳✱ ❉♦♥
▼✐❝❤❡❧❡ ❘✉❛ ♣r✐♠♦ ❛✉t♦❞✐❞❛tt❛ ✏❱✐s✐t❛t♦r❡✑✳ ✳ ✳ ✱ ♣✳ ✶✸✾✮✳ ❲❤❡t❤❡r ❋r ❘✉❛ ♠❡❛♥t t❤✐s ✏❢❛♠✐❧✐❛r✐t②✑ ✐♥
❛ ♣♦s✐t✐✈❡ ♦r ♥❡❣❛t✐✈❡ ✇❛② ✐s ❞✐✣❝✉❧t t♦ ✜❣✉r❡ ♦✉t✳ ❚❤❡r❡ ✐s ♥♦ tr❛❝❡ ♦❢ t❤✐s ✐♥ t❤❡ r❡♣♦rts ✇❤✐❝❤ ❤❡
❞r❡✇ ✉♣ ✐♥ t❤❡ ✶✽✼✹✲✶✽✼✻ ♣❡r✐♦❞✳ ■♥ ❛♥② ❝❛s❡ ✐t ✐s ❛❜♦✉t t❤❡ ❛tt✐t✉❞❡ ♦❢ t❤❡ ②♦✉♥❣st❡rs t❤❡♠s❡❧✈❡s✳
❈❢✳ ❛❧s♦ ❇■❊❙▼❆◆❙✱ ❘✳✱ ✶✽✻✻✲✶✽✼✻ ❞♦♥ ❇♦s❝♦ ❜❡tr♦✉✇❜❛r❡ ✇❡❣✇✐❥③❡r✳ ✳ ✳ ✱ ♣♣✳ ✹✹✲✹✺✳
✶✸✵

14 Pages 131-140

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14.1 Page 131

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❛❧❡♥ts ❛♥❞ ❡✈❡♥ ♦♥❡ ❢♦r t❤❡ ♦t❤❡r✳ ❚❤❡② ❝❧❡❛r❧② ❛r❡ s②♥♦♥②♠s✱ ✐♥t❡r❝❤❛♥❣❡❛❜❧❡ ❝♦♥❝❡♣ts
❛♥❞ t❡r♠s✳
❚❤❡ r❡❧❛t✐♦♥ ♦❢ s❡✈❡r❛❧ q✉♦t❡s ✇✐t❤ ❇✉③③❡tt✐✬s t❤❡s✐s ✐s ❡✈✐❞❡♥t✳ ❏✉st ❧✐❦❡ t❤❡ ❝♦♥❝❡♣t
❢❛♠✐❣❧✐❛r✐tà ▼❡♠♦✐rs
✑ ✐♥ ❤✐s ❝♦♠♠❡♥t✱ ❝❡rt❛✐♥ st❛t❡♠❡♥ts ✐♥ t❤❡
❛♥❞ ❜♦t❤ t❤❡ r❡❝♦♠✲
♠❡♥❞❛t✐♦♥ t♦ t❤❡ ♠✐ss✐♦♥❛r✐❡s ❛♥❞ t❤❡ ❛❞✈✐❝❡ ❢♦r t❤❡ r❡❝t♦rs ❜♦✐❧ ❞♦✇♥ t♦ t❤❡ ❢♦❧❧♦✇✐♥❣✿
❨♦✉♥❣st❡rs ❝❛♥♥♦t ❡①♣❡r✐❡♥❝❡ t❤❡ ❡❞✉❝❛t♦r✬s ❧♦✈❡ ♥♦r ❝❛♥ t❤❡② ❣✐✈❡ ❤✐♠ tr✉st ✇✐t❤♦✉t r❡✲
❝❡✐✈✐♥❣ ❤✐s s✐❣♥s ♦❢ ❢❛♠✐❧✐❛r✐t② ♦r ♦❢ t❤❡ ❥♦✈✐❛❧✱ ❝♦♥✜❞❡♥t✐❛❧✱ ❛✛❛❜❧❡✱ ❦✐♥❞ ❛♥❞ s♣♦♥t❛♥❡♦✉s
✇❛② ♦❢ ❞❡❛❧✐♥❣ ✇✐t❤ t❤❡♠✳
❆t ❛♥② r❛t❡ t❤❡ t❡r♠ ✏❢❛♠✐❣❧✐❛r✐tà✑ ✐s ♣r❡s❡♥t ✐♥ ❤✐s ♣r✐♥❝✐♣❧❡❞ ✇r✐t✐♥❣✱ ▲✐tt❧❡ ❚r❡❛t✐s❡ ♦♥
t❤❡ Pr❡✈❡♥t✐✈❡ ❙②st❡♠ ✭✶✽✼✼✮✳ ■t ✐s ❢♦✉♥❞ ❛❧r❡❛❞② ✐♥ t❤❡ ✐♥tr♦❞✉❝t✐♦♥ ✇❤❡r❡ ❤❡ ❞❡s❝r✐❜❡s
t❤❡ ❞✐s♣♦s✐t✐♦♥ ❛♥❞ ❛tt✐t✉❞❡ ♦❢ t❤❡ r❡❝t♦r ✇❤♦ st♦♦❞ ❢♦r t❤❡ r❡♣r❡ss✐✈❡ s②st❡♠✳ ✏❚❤❡
✇♦r❞s ❛♥❞ ❧♦♦❦s✑ ♦❢ s✉❝❤ ❛ s✉♣❡r✐♦r ✏♠✉st ❛❧✇❛②s ❜❡ s❡✈❡r❡ ❛♥❞ ❡✈❡♥ t❤r❡❛t❡♥✐♥❣ ❛♥❞
❤❡ ♠✉st ❛✈♦✐❞ ❛❧❧ ❢❛♠✐❧✐❛r✐t② ✇✐t❤ ❤✐s ❞❡♣❡♥❞❛♥ts✳✑ ❉♦♥ ❇♦s❝♦ ✐♠♣❧✐❝✐t❧② s✉❣❣❡sts ❛♥❞
❡✈❡♥ str❡ss❡s ✐♥ ❤✐s ♦✇♥ t②♣✐❝❛❧ ✇❛② ❤♦✇ t❤❡ ✇♦r❞s ❛♥❞ t❤❡ ❛♣♣❡❛r❛♥❝❡ ♦❢ ❛ s✉♣❡r✐♦r ✕
t❤❡ ♣r❡✈❡♥t✐✈❡ ♦♥❡ ✕ s❤♦✉❧❞ ❜❡✿ ❣❡♥t❧❡✱ ❦✐♥❞✱ ❛♠✐❛❜❧❡ ❛♥❞ ✐♥✈✐t✐♥❣ ❝♦♥t❛❝t✱ s♣♦♥t❛♥❡♦✉s✱
❥♦✈✐❛❧ ❛♥❞ ❝♦♥✜❞❡♥t✐❛❧✳ ❚❤❡ t❡①t ✐ts❡❧❢ s❤♦✇s t❤❡ ❢♦❧❧♦✇✐♥❣ ✇♦r❞✐♥❣✿ ✏❚❤❡ ❘❡❝t♦r ❛♥❞ t❤❡
❛ss✐st❛♥ts ✇❤♦ ❧✐❦❡ ❧♦✈✐♥❣ ❢❛t❤❡rs ❝♦♥✈❡rs❡ ✇✐t❤ t❤❡♠✱ ❛r❡ ❛ ❣✉✐❞❡ ❢♦r ❡✈❡r② ♣r♦❜❧❡♠ ❛♥❞
❛♠♦r❡✈♦❧♠❡♥t❡ ✐♥ ❛ ❦✐♥❞❧② ✇❛② ❬
❪ ❣✐✈❡ ❛❞✈✐❝❡ ❛♥❞ ❝♦rr❡❝t✐♦♥s✳✑ ✷✷✵ ❖♥❝❡ ♠♦r❡ ✇❡ ♥♦t✐❝❡
❤♦✇ ✏❢❛♠✐❣❧✐❛r✐tà✑ ❛♥❞ ✏❛♠♦r❡✈♦❧♠❡♥t❡✑ ❛r❡ ✉s❡❞ ♦♥❡ ❢♦r t❤❡ ♦t❤❡r ✇✐t❤ s✐♠✐❧❛r ♠❡❛♥✐♥❣✳
❆❜♦✉t t❤❛t t✐♠❡ ●✳ ❱❡s♣✐❣♥❛♥✐✱ ❛ ♥❡✇❧② ♦r❞❛✐♥❡❞ ❞✐♦❝❡s❛♥ ♣r✐❡st✱ ✇❡♥t t♦ ♠❛❦❡ t❤❡
❛❝q✉❛✐♥t❛♥❝❡ ♦❢ ❉♦♥ ❇♦s❝♦✳ ❍❡ ✇❛s t♦ ❜❡ ❛ tr❛✐♥❡❡ ❢♦r ❛ ②❡❛r ✐♥ ♦r❞❡r t♦ ❣❡t t♦ ❦♥♦✇
t❤❡ s♣✐r✐t ❛♥❞ t❤❡ ✇♦r❦ ♦❢ ❉♦♥ ❇♦s❝♦ ♠♦r❡ ❝❧♦s❡❧②✳ ❚❤❛t ✇❛s ✐♥ t❤❡ ♣❡r✐♦❞ ♦❢ ✶✽✼✻✲✶✽✼✼✳
❚❤❡ ♣❡❞❛❣♦❣✐❝❛❧ ❛s♣❡❝t ♠✉st ♥♦t ❤❛✈❡ ♣❧❡❛s❡❞ ❤✐♠ ❝♦♠♣❧❡t❡❧② ✐❢ ✇❡ ❛r❡ t♦ ❥✉❞❣❡ ❢r♦♠ ❛
q✉❡st✐♦♥ ❤❡ ♦♥❝❡ ❛s❦❡❞ ❉♦♥ ❇♦s❝♦✿ ✏❆♥❞ ❤♦✇ ❞♦ ■ ❤❛✈❡ t♦ ✜♥❞ ✇❛②s t♦ ❣❡t t♦ ❦♥♦✇ t❤❡♠
❬t❤❡ ❜♦②s❪ ❛♥❞ ✐♥ t✉r♥ t♦ ❧❡t t❤❡♠ ❦♥♦✇ ♠❡ ❜❡tt❡r❄✑ ❉♦♥ ❇♦s❝♦ r❡♣❧✐❡❞✿ ✏●♦♦❞ q✉❡st✐♦♥✦
❢❛♠✐❣❧✐❛r♠❡♥t❡ ❇② ♠✐♥❣❧✐♥❣ ✇✐t❤ t❤❡♠ ✐♥ ❛ ❢❛♠✐❧✐❛r ✇❛② ❬
❪ ❛♥❞ ❜② ❜❡❤❛✈✐♥❣ ❧✐❦❡ ♦♥❡ ♦❢
t❤❡♠✳✑ ❱❡s♣✐❣♥❛♥✐ ❤❛❞ ❧✐tt❧❡ ❢❛✐t❤ ✐♥ ✐t✳ ❍❡ ♦❜❥❡❝t❡❞✿ ✏❇✉t ✇❤❡r❡ ❛♥❞ ✇❤❡♥ ❝❛♥ ■ ❥♦✐♥
t❤❡♠❄ ■ ❛♠ ♥♦t ♠❛❞❡ ❢♦r ❥♦✐♥✐♥❣ t❤❡♠ ✐♥ ❣❛♠❡s✱ r✉♥♥✐♥❣ ❛♥❞ ❧❛✉❣❤✐♥❣ ✇✐t❤ t❤❡♠✳ ▼②
♣❤②s✐❝❛❧ ❝♦♠♣❧❛✐♥ts ❛♥❞ ♠② ✇❡❛❦ ❤❡❛rt ♣r❡✈❡♥t t❤✐s✳✑ ❉♦♥ ❇♦s❝♦ ❛❣❛✐♥✿ ✏❲❤②✱ ✇❛❧❦ t♦
t❤❡ ♣✉♠♣✳ ❆r♦✉♥❞ ❜r❡❛❦❢❛st t✐♠❡ ②♦✉ ✇✐❧❧ ♠❡❡t ❛ ❧♦t ♦❢ ❜♦②s t❤❡r❡✳ ❚❤❡② ❝♦♠❡ t♦ t❤❡
♣✉♠♣ t♦ ❞r✐♥❦✳ ❚❤❡② t❛❧❦ ❛❜♦✉t st✉❞②✱ ❝❧❛ss✱ ❣❛♠❡s✱ ❡✈❡r②t❤✐♥❣✳ ❏♦✐♥ t❤❡♠✱ ❜❡❝♦♠❡ t❤❡
❢r✐❡♥❞ ♦❢ ❛❧❧ ♦❢ t❤❡♠✳ ❚❤❡♥ st❛rt t❤❡ r❡❝♦♥q✉❡st ❛♥❞ ②♦✉ ✇✐❧❧ s✉❝❝❡❡❞✳✑ ✷✷✶ ❚❤✐s ❛❞✈✐❝❡
s♦✉♥❞s ❧✐❦❡ ❛ ♣r♦❧♦❣✉❡ t♦ t❤❡ ✇r✐t✐♥❣ t♦ t❤❡ ❙❛❧❡s✐❛♥s ✐♥ ✶✽✽✹✳
❆s ■ ❤❛✈❡ ❞❡♠♦♥str❛t❡❞✱ ✏♣r❡s❡♥❝❡ ❛♠♦♥❣ t❤❡ ❜♦②s✑ t♦❣❡t❤❡r ✇✐t❤ s♣♦♥t❛♥❡♦✉s✱ ❥♦✈✐❛❧
❛♥❞ ❝♦♥✜❞❡♥t✐❛❧ ❜❡❤❛✈✐♦✉r ❝♦♥st✐t✉t❡s t✇♦ ✐♠♣♦rt❛♥t ❡❧❡♠❡♥ts ♦❢ t❤❡ ❛❞✈✐❝❡✳ ❚❤❡ ❛❞❞✐✲
t✐♦♥ ✏❜❡❤❛✈❡ ❧✐❦❡ ♦♥❡ ♦❢ t❤❡♠✑ ❝♦✉❧❞ ♠❡❛♥ t❛❦✐♥❣ ♣❛rt ✐♥ t❤❡ ❜♦②s✬ ❛❝t✐✈✐t✐❡s ❛♥❞ ♠♦r❡
✷✷✵❇❖❙❈❖✱ ●✳✱ ■❧ s✐st❡♠❛ ♣r❡✈❡♥t✐✈♦✳✳✳✱ ♣✳ ✽✸✴✸✽✶✲✸✽✸❀ ✸✾✶✲✸✾✸✳ ❈♦♥st✐t✉t✐♦♥s✳✳✳✱ ♣♣✳ ✷✹✻✲✷✹✼✳ ❖♥
t❤❡ ✉s❡ ❛♥❞ ❝♦♥s❡q✉❡♥t❧② t❤❡ ♣♦ss✐❜❧❡ ✐♥✢✉❡♥❝❡ ♦❢ ❉♦♥ ❇♦s❝♦✬s ❧✐tt❧❡ tr❡❛t✐s❡✱ s❡❡ t❤❡ ✜rst ❝❤❛♣t❡r
❢♦♦t♥♦t❡s ✷✻ t❤r♦✉❣❤ ✻✻✳ ❆❧s♦ P❘❊▲▲❊❩❖✱ ❏✳▼✳✱ ❱❛❧❞♦❝❝♦✳ ✳ ✳ ✱ ♣✳ ✷✺✽✴✼✵✽✳
✷✷✶❱❊❙P■●◆❆◆■✱ ●✳✱ ❯♥ ❛♥♥♦ ❛❧❧❛ s❝✉♦❧❛ ❞❡❧ ❇❡❛t♦ ❉♦♥ ❇♦s❝♦ ✭✶✽✼✻✲✶✽✼✼✮✱ ❚✉r✐♥✱ ❙❊■✱ ✶✾✸✷✱ ♣♣✳
✻✼✲✻✽✳ ❚❤❡ s❛♥❞✇✐❝❤❡s ✇❡r❡ ❡❛t❡♥ ✇✐t❤ ❛ ❝♦✉♣❧❡ ♦❢ s✇✐❣s ❛t t❤❡ ♣✉♠♣ ✐♥ t❤❡ ♠♦r♥✐♥❣✳ ❯s✐♥❣ t❤❡
✇♦r❞ ✏r❡✲❝♦♥q✉❡st✑ ❉♦♥ ❇♦s❝♦ ♣r♦❜❛❜❧② ♠❡❛♥t ❛ s♦rt ♦❢ ✏s❡❝♦♥❞ ♠❛t❝❤✑✱ ❛ ✏r❡✈❡♥❣❡ ♠❛t❝❤✑ ❛❢t❡r ❤❡
❤❛❞ ❧♦st t❤❡ ✜rst ❛♣♣❛r❡♥t❧②✳ ❉✉r✐♥❣ t❤❡ tr❛✐♥❡❡ ②❡❛r ❉♦♥ ❇♦s❝♦ ✉s❡❞ t❤❡ ♣♦❧✐t❡ ❢♦r♠ ♦❢ ✏②♦✉✑✳ ❈❢✳
❢♦♦t♥♦t❡ ✾✽ ✐♥ t❤✐s ❝❤❛♣t❡r✳
✶✸✶

14.2 Page 132

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❣❡♥❡r❛❧❧② t❛❦✐♥❣ ❛♥ ✐♥t❡r❡st ✐♥ ❛❧❧ t❤❡ t❤✐♥❣s t❤❡② ❧✐❦❡✳ ❙♦♠❡ ❝❛✉t✐♦♥ s❤♦✉❧❞ ❜❡ ♦❜s❡r✈❡❞
✇✐t❤ r❡s♣❡❝t t♦ t❤❛t st❛t❡♠❡♥t✳ ■♥ ✶✾✸✷ t❤❡ r❡♣♦rt❡r ❬❋r ❱❡s♣✐❣♥❛♥✐❪ ✕ ✐♥ ♦r❞❡r t♦ r❡✢❡❝t
❤✐s tr❛✐♥❡❡ ❡①♣❡r✐❡♥❝❡ ✲ ♠❛② ❤❛✈❡ ♠❛❞❡ ✉s❡ ♦❢ ✐♥s✐❣❤ts ❛♥❞ ♣❤r❛s✐♥❣ ✇❤✐❝❤ ❤❡ ❛❝q✉✐r❡❞
♦♥❧② ❧❛t❡r✳ ❚❤❡ q✉❡st✐♦♥ ❤❡ ❛s❦❡❞ ❉♦♥ ❇♦s❝♦ ✐s ✈❡r② s✐♠✐❧❛r ✐♥❞❡❡❞ ✇✐t❤ ❛♥ ✐♥str✉❝t✐♦♥
t♦ ❡✈❡r② r❡❝t♦r ✐♥ t❤❡ ❈♦♥✜❞❡♥t✐❛❧ ❘❡♠✐♥❞❡rs✱ ❛❝❝♦r❞✐♥❣ t♦ ❛♥ ✶✽✼✻ ✈❡rs✐♦♥✳ ❚❤❡r❡ ✇❡
r❡❛❞✿ ✏❙tr✐✈❡ t♦ ♠❛❦❡ ②♦✉rs❡❧❢ ❦♥♦✇♥ t♦ t❤❡ ♣✉♣✐❧s ❛♥❞ t♦ ❦♥♦✇ t❤❡♠✳✑ ✷✷✷
❆❝❝♦r❞✐♥❣ t♦ t❤❡ ❛✈❛✐❧❛❜❧❡ ❞♦❝✉♠❡♥ts ❉♦♥ ❇♦s❝♦ s❡❡♠s t♦ ❤❛✈❡ ❝❡❛s❡❞ ✉s✐♥❣ t❤❡ t❡r♠
❢❛♠✐❧✐❛r✐t② ✐♥ ✐ts ♣♦s✐t✐✈❡ s❡♥s❡ ❢♦r ②❡❛rs✳ ❲❤❡♥ ❤❡ ❞✐s❝✉ss❡❞ t❤❡ ✇❛②s ♦❢ ❞❡❛❧✐♥❣ ✇✐t❤ t❤❡
②♦✉♥❣st❡rs✱ ❤❡ ♣r❡❢❡rr❡❞ ✏ ❛♠♦r❡✈♦❧❡③③❛✑ ♦r ✏ ❞♦❧❝❡③③❛✑ ❬❣❡♥t❧❡♥❡ss✱ ❛✛❛❜✐❧✐t②✱ ❦✐♥❞♥❡ss❪ ❛♥❞
✉s❛r❡ ❜❡❧❧❡ ♠❛♥✐❡r❡✑ ❬❝❤❛r♠✐♥❣✱ ❣♦♦❞ ♠❛♥♥❡rs✱ ❛❣r❡❡❛❜❧❡❪ ✐♥ ❞❡❛❧✐♥❣ ✇✐t❤ ♣❡♦♣❧❡✳ ❲❡
❝❛♥ ✜♥❞ ✐t ✐♥ ❛♥ ❛❞❞r❡ss t♦ ♣❛st ♣✉♣✐❧s ✇❤♦ ❤❛❞ ❝♦♠❡ t♦ ❱❛❧❞♦❝❝♦ t♦ ❝❡❧❡❜r❛t❡ ❤✐s ♥❛♠❡
❞❛②✳ ✏■♥ ♦r❞❡r t♦ s✉❝❝❡❡❞ ✇✐t❤ ②♦✉♥❣st❡rs ❬✐♥ ♣❛r✐s❤❡s❪✱✑ ❤❡ ♣♦✐♥t❡❞ ♦✉t t❤❡ ♥❡❝❡ss✐t② t♦
✏t❛❦❡ ❣r❡❛t ♣❛✐♥s t♦ ❜❡ ❦✐♥❞ t♦ t❤❡♠ ❬✉s❛r❡ ❝♦♥ ❡ss✐ ❜❡❧❧❡ ♠❛♥✐❡r❡❪❀ ✇✐♥ t❤❡✐r ❧♦✈❡✱ ♥♦t
✐ tr❛tt✐ ❞✐ t❤❡✐r ❢❡❛r✳✑ ❍❡ ❡①♣r❡ss❡❞ t❤❡ ❝♦♥✈✐❝t✐♦♥ t❤❛t ✏t❤❡ s✐❣♥s ♦❢ ❛✛❡❝t✐♦♥❛t❡ ❦✐♥❞♥❡ss ❬
❛♠♦r❡✈♦❧❡③③❛❪ ✇✐❧❧ ❧❡❛✈❡ ❛♥ ✐♠♣r❡ss✐♦♥ ♦♥ t❤❡✐r ❤❡❛rts ❛♥❞ ♠✐♥❞s✳✑ ❚❤❡② ✇♦✉❧❞ ♥♦t ♦♥❧②
st❛② ✐♥ t❤❡✐r ❤❛♣♣② ♠❡♥t❛❧ ♠❡♠♦r✐❡s✱ ❜✉t ❛❧s♦ ✐♥ t❤❡✐r ❤❡❛rts✱ t❤❡ s②♠❜♦❧✐❝❛❧ r❡s✐❞❡♥❝❡ ♦❢
❧❛st✐♥❣ ❛✛❡❝t✐♦♥✳ ❆t t❤❡ ❡♥❞ ♦❢ t❤✐s ❛❞❞r❡ss ❤❡ ❡♠♣❤❛s✐③❡❞✿ ✏■ str❡ss ❛❣❛✐♥✱ ♥❡✈❡r ❢♦r❣❡t
❧♦✈✐♥❣ ❦✐♥❞♥❡ss ❬❞♦❧❝❡③③❛ ❞❡✐ ♠♦❞✐❪ ✐♥ ②♦✉r ✇❛② ♦❢ ❞❡❛❧✐♥❣ ✇✐t❤ t❤❡ ②♦✉♥❣st❡rs✳ ❲✐♥ ♦✈❡r
❛♠♦r❡ t❤❡ ❜♦②s✬ ❤❡❛rts t❤r♦✉❣❤ ❧♦✈❡ ❬
❪✳✑ ✷✷✸
❚❤❡ ❣❡♥t❧❡✱ ❛✛❛❜❧❡ ❛♥❞ ❦✐♥❞ ✇❛②s ♦❢ ❞❡❛❧✐♥❣ ✇✐t❤ ♣❡♦♣❧❡ s❤♦✇ ❛♥❞ ♣r♦✈❡ t❤❡ ❛✛❡❝t✐✈❡
❧♦✈❡✱ ✇❤✐❝❤ ✐s t❤❡✐r s♦✉r❝❡✳ ❚❤❡ ✇❛②s ♦❢ ❞❡❛❧✐♥❣ ❛r❡ t❤❡ ✈❡❤✐❝❧❡ ♦❢ ❧♦✈❡✱ ♦♥❡ ❝♦✉❧❞ s❛②✳
❚❤❡ ❦❡②✇♦r❞ ❢❛♠✐❧✐❛r✐t② ✐s ♠✐ss✐♥❣✱ ❜✉t t❤❡ ❝♦♥t❡♥t ✐s t❤❡r❡✳ ❯♥❞❡♥✐❛❜❧②✳
❆t t❤✐s ♣♦✐♥t ■ s❤♦✉❧❞ ❧✐❦❡ t♦ ✐♥❞✐❝❛t❡ t❤❛t ❉♦♥ ❇♦s❝♦ ♠❛❞❡ ✐t ❝❧❡❛r ❤❡ ✇❛s ❛✇❛r❡ ♦❢
✷✷✷▼❖❚❚❖✱ ❋r✳✱ ■ ❘✐❝♦r❞✐ ❝♦♥✜❞❡♥③✐❛❧✳ ✳ ✳ ✱ ♣✳ ✶✺✺✴✈❛r✐❛♥ts ✐♥ t❤❡ ❧✐♥❡s ✾✵✲✾✶ ❛♥❞ ♣♣✳ ✶✹✵✲✶✹✶❀ ❋❞❇ ✶✳✸✻✸
❆✺✳ ❈❢✳ ❛❧s♦ ❝❤❛♣t❡r ✽ ✐♥ t❤❡ s❡❝♦♥❞ ✈♦❧✉♠❡ ❢♦♦t♥♦t❡ ✶✷✷✳ ❊▼❇ ❳✱ ♣✳ ✹✹✾✴❢♦♦t♥♦t❡ ✽✳
❆ s✐♠✐❧❛r r❡s❡r✈❛t✐♦♥ ❤❛s ♣r♦❜❛❜❧② t♦ ❜❡ ♠❛❞❡ ❛❜♦✉t ❛♥ ❛♥❡❝❞♦t❡ ✐♥ t❤❡ ✜❢t❤ ✈♦❧✉♠❡ ♦❢ ▼❡♠♦r✐❡
❜✐♦❣r❛✜❝❤❡ ✭▼❇ ❱✱ ♣♣✳ ✾✶✼✲✾✶✽❀ ❊▼❇ ❱✱ ♣♣✳ ✻✵✵✲✻✵✶✮✳ ❚❤❛t ✐s ✇❤❡r❡ ●✳❇✳ ▲❡♠♦②♥❡ t❡❧❧s ❛❜♦✉t
❛ ♠❡❡t✐♥❣ ❜❡t✇❡❡♥ ❉♦♥ ❇♦s❝♦ ❛♥❞ ❈❛r❞✐♥❛❧ ❚♦st✐ ✐♥ ✶✽✺✽✳ ❚❤❡ ❈❛r❞✐♥❛❧ ❤❛❞ ❛s❦❡❞ ❤✐♠ t♦ s♣❡❛❦
t♦ t❤❡ ❜♦②s ♦❢ t❤❡ ❙t ▼✐❝❤❛❡❧✬s ❤♦✉s❡ ✐♥ ❘♦♠❡✳ ❆❢t❡r✇❛r❞s ❤❡ ❤❛❞ ❛ t❛❧❦ ✇✐t❤ ❉♦♥ ❇♦s❝♦ ❛❜♦✉t
t❤❡ ♠♦st ❛♣♣r♦♣r✐❛t❡ ❡❞✉❝❛t✐♦♥❛❧ s②st❡♠✳ ◆♦✇ ✏❉♦♥ ❇♦s❝♦ ✇❛s ♠♦r❡ t❤❛♥ ❡✈❡r ❝♦♥✈✐♥❝❡❞ t❤❛t t❤❡
♥♦♥ ❛✈❡✈❛♥♦ ♣✉♣✐❧s ✐♥ t❤❛t ❤♦s♣✐❝❡ ✇❡r❡ ♥♦t s♣♦♥t❛♥❡♦✉s✱ ❥♦✈✐❛❧✱ ❝♦♥✜❞❡♥t✐❛❧ t♦✇❛r❞s t❤❡✐r s✉♣❡r✐♦rs
❢❛♠✐❣❧✐❛r✐tà✑✱ s♦ ●✳❇ ▲❡♠♦②♥❡ ✇r♦t❡✳ ❖♥ t❤❡ ❝♦♥tr❛r② ✏t❤❡② ❛❝t✉❛❧❧② ❢❡❛r❡❞ t❤❡♠✳✑ ❚❤❛t ✐s ✇❤② ❤❡
s❛✐❞✿ ✏❨♦✉r ❊♠✐♥❡♥❝❡✱ ✐t ✐s ✐♠♣♦ss✐❜❧❡ t♦ ❢♦r♠ ❜♦②s ✇❡❧❧ ✐❢ t❤❡② ❤❛✈❡ ♥♦ tr✉st ✐♥ t❤❡✐r s✉♣❡r✐♦rs✳✑ ✭❝❢✳
❛❧s♦ ❢♦♦t♥♦t❡ ✶✷✼ ✐♥ t❤✐s ❝❤❛♣t❡r✮✳ ❚♦ ✜♥✐s❤ t❤❡ ❛♥❡❝❞♦t❡ t❤❡ st♦r② ❣❡ts t♦❧❞ ♦❢ ❤♦✇ ❉♦♥ ❇♦s❝♦ tr✐❡❞
t♦ ❣❡t ✐♥t♦ t♦✉❝❤ ✇✐t❤ t❤❡ ❜♦②s ♦♥ t❤❡ P✐❛③③❛ ❞❡❧ P♦♣♦❧♦✳ ❚❤❡ ✐♥❝✐❞❡♥t r❡♠✐♥❞s ✉s ♦❢ ❉♦♥ ❇♦s❝♦
♠❡❡t✐♥❣ ▼✐❝❤❡❧❡ ▼❛❣♦♥❡ ❛♥❞ ❤✐s ❝♦♠r❛❞❡s ❛t t❤❡ st❛t✐♦♥ ♦❢ ❈❛r♠❛❣♥♦❧❛✱ ✇❤✐❝❤ ❋r ▲❡♠♦②♥❡ ❤❛❞
❞❡s❝r✐❜❡❞ ❥✉st ❜❡❢♦r❡✳ ✭▼❇ ❱✱ ♣♣✳ ✼✸✽✲✼✸✾❀ ❊▼❇ ❱✱ ♣♣✳ ✹✽✼✲✹✽✽✮✳ ◗✉❡st✐♦♥s ❛r✐s❡ ❤❡r❡✳ ■♥ t❤❡ ✜rst
♣❧❛❝❡ t❤❡r❡ ✐s t❤❡ q✉❡st✐♦♥ ✇❤❡t❤❡r ❛ r❡❧✐❛❜❧❡ ❛♥❞ ❞❡t❛✐❧❡❞ s♦✉r❝❡ ♦❢ t❤❡ ✶✽✺✽ t❛❧❦ ✇❛s ❛✈❛✐❧❛❜❧❡ t♦
●✳❇✳ ▲❡♠♦②♥❡✳ ❙✉❜s❡q✉❡♥t❧② ♦♥❡ ✇♦♥❞❡rs ✐❢ ❤❡ ❞✐❞ ♥♦t ❢❡❡❞ t❤❡ ❝♦♥✈❡rs❛t✐♦♥ ❜❡t✇❡❡♥ t❤❡ ❈❛r❞✐♥❛❧
❛♥❞ ❉♦♥ ❇♦s❝♦ ❜② ♣❤r❛s❡s ❛♥❞ ❡①♣r❡ss✐♦♥s ❢r♦♠ t❤❡ ✉♥✐t❡❞ ✈❡rs✐♦♥ ♦❢ ✶✽✽✹✳ ❚❤❡ ❝♦rr❡s♣♦♥❞❡♥❝❡ ♦❢
t❤♦✉❣❤ts ✐s ❝r②st❛❧ ❝❧❡❛r✱ t❤❡ ✇♦r❞✐♥❣ ✐s ❧✐t❡r❛❧❧② t❤❡ s❛♠❡ ❛t t✐♠❡s✳
✷✷✸▼❇ ❳■❱✱ ♣♣✳ ✺✶✸✲✺✶✹❀ ❊▼❇ ❳■❱✱ ♣♣✳ ✹✵✸✲✹✵✹✳ ❇■❊❙▼❆◆❙✱ ❘✳✱ ❆♠♦r❡✈♦❧❡③③❛✳✳✳✱ ♣✳✾✾✳ ❈❢✳ ❢♦♦t♥♦t❡
✶✼✸ ✐♥ t❤✐s ❝❤❛♣t❡r✳ ■t ✐s ♥♦ ✇♦♥❞❡r ❛ ♣❛st ♣✉♣✐❧✱ ●✳ ❇❛❧❧❡s✐♦✱ t❡st✐✜❡❞ ❛❜♦✉t ❉♦♥ ❇♦s❝♦ ✐♥ ❛ ❞✐s❛r♠✐♥❣
✇❛② ✐♥ ✶✽✽✽✳ ❍❡ ✇r♦t❡✿ ✏❉✳ ❇♦s❝♦ ✇❛s ❛♥ ❡①❛♠♣❧❡ ♦❢ r❡❛❧ ❈❤r✐st✐❛♥ ❛♠❛❜✐❧✐t② ✭❈r✐st✐❛♥❛ ❛♠♦r❡✈♦❧❡③③❛✱
❈❤r✐st✐❛♥ ❛✛❛❜✐❧✐t②✱ ❦✐♥❞♥❡ss✮ t♦ ✉s ❛♥❞ ❤❡ ❛✈♦✐❞❡❞ ❛rt✐✜❝✐❛❧ ❢♦r♠❛❧✐s♠ ❛♥❞ str✐❝t♥❡ss ✇❤✐❝❤ ❝r❡❛t❡s
❛♥ ❛❜②ss ❜❡t✇❡❡♥ t❤❡ ♦♥❡ ✇❤♦ ❝♦♠♠❛♥❞s ❛♥❞ t❤❡ ♦♥❡ ✇❤♦ ♦❜❡②s✳ ❆♥❞ ♦✉r s♦✉❧s ♦♣❡♥❡❞ ✉♣ t♦ ❤✐♠
✇✐t❤ ❛ ♣r♦❢♦✉♥❞✱ ❤❛♣♣② ❛♥❞ t♦t❛❧ ❞❡✈♦t✐♦♥✳ ❆❧❧ ♦❢ ✉s ✇❛♥t❡❞ t♦ ❣♦ ❛♥❞ ❝♦♥❢❡ss t♦ ❤✐♠✳✑ ✭❇❘❆■❉❖✱
P✳✱ ❉♦♥ ❇♦s❝♦ ❡❞✉❝❛t♦r❡✳ ✳ ✳ ✱ ♣✳ ✷✼✼✴❝♦♠♠❡♥t✳✮ ❈❢✳ ❢♦♦t♥♦t❡ ✾✶ ✐♥ t❤✐s ❝❤❛♣t❡r✳✳
✶✸✷

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t❤❡ ❞✐✛❡r❡♥❝❡ ✐♥ ♠❡❛♥✐♥❣ ❜❡t✇❡❡♥ ✏ ❝❛r✐tà✑ ❛♥❞ ✏ ❛♠♦r❡✑ ✐♥ t❤❡ ❛❞❞r❡ss t♦ t❤❡ ♣r✐❡sts✱
♣❛st ♣✉♣✐❧s❪✳ ❖♥❡ ✇✐❧❧ ♥♦t✐❝❡ t❤✐s ❡✈❡♥ ❜❡tt❡r ✐❢ ♦♥❡ ❦♥♦✇s t❤❛t t❤❡ ✉s❡ ♦❢ ✏ ❛♠♦r❡✑ ✐♥ t❤❡
q✉♦t❡✬s ❧❛st s❡♥t❡♥❝❡ ❢✉❧❧② ❝♦rr❡s♣♦♥❞s ✇✐t❤ t❤❡ ✉s❡ ♦♥ ❏✉♥❡ ✷✾ ✶✽✼✼✳ ❚❤❡r❡ t♦♦ ❤❡ ✉s❡❞
✐t ✐♥ ❛♥ ❡♠♦t✐♦♥❛❧ t❤❛♥❦✲②♦✉ ♦♥ t❤❡ ♦❝❝❛s✐♦♥ ♦❢ ❤✐s ♥❛♠❡ ❞❛② ❝❡❧❡❜r❛t✐♦♥✳ ❆ ❧♦t ♦❢ ♣❡♦♣❧❡
❢r♦♠ ♦✉ts✐❞❡ t❤❡ ❖r❛t♦r②✱ ❤✐s ❝♦✲✇♦r❦❡rs ❛♥❞ ②♦✉♥❣st❡rs ✇❡r❡ ♣r❡s❡♥t✳ ❍❡ ❛❞❞r❡ss❡❞ t❤❡
❜♦②s ❞✐r❡❝t❧② t❤♦✉❣❤✿ ✏▼② ❤❡❛rt ❤❛s ❜❡❡♥ tr✉❧② t♦✉❝❤❡❞ t♦ s❡❡ s♦ ♠❛♥② ❜♦②s ❛r♦✉♥❞ ♠❡✱
s♦ ❥♦②♦✉s❧② ❡①♣r❡ss✐♥❣ ❧♦✈❡ ❛♠♦r❡❛♥❞ ❣r❛t✐t✉❞❡✳ ❍♦✇ ✇♦♥❞❡r❢✉❧ ❛✛❡❝t✐♦♥ ❧♦✈❡✴❛♠♦r❡
✐s ✇❤❡♥ ✐t ✐s ❝♦♥♥❡❝t❡❞ ✇✐t❤ ❈❤r✐st✐❛♥ ❧♦✈❡ ❝❛r✐tà✦ ❆♥❞ ✇❤② ❛r❡ t❤❡r❡ s♦ ♠❛♥② ♣✐♦✉s
♣❡♦♣❧❡ ✇❤♦ ♦✛❡r ❛ ♣♦rt✐♦♥ ♦❢ t❤❡✐r ❧✐✈❡❧✐❤♦♦❞ t♦ ❜❡ ✉s❡❞ s♦ s❛❝r❡❞❧② ❢♦r ❛✐❞ t♦ t❤❡s❡
❜♦②s❄ ❆♥❞ ✇❤② ❛❣❛✐♥ ❛r❡ t❤❡r❡ s♦ ♠❛♥② ✇❤♦ ❛❜❛♥❞♦♥ t❤❡ ✇♦r❧❞✱ ❞❡✈♦t❡ t❤❡♠s❡❧✈❡s t♦
●♦❞ ❜② t❤❡ t✐❡s ♦❢ ✈✐rt✉❡ ❛♥❞ ❜r♦t❤❡r❧② ❧♦✈❡ ❬❛♠♦r❡ ❢r❛t❡r♥❛❪ ❛♥❞ ❞❡❞✐❝❛t❡ t❤❡✐r ✇❤♦❧❡
❧✐✈❡s t♦ ♠❛❦❡ t❤♦s❡ t❡♥❞❡r s❡❡❞❧✐♥❣s ❣r♦✇ ❢♦r ❤❡❛✈❡♥❄ ❚❤r♦✉❣❤ ❝❤❛r✐t② ❝❛r✐tà✳ ❨❡s✱
t❤❡ t✐❡s ♦❢ ✈✐rt✉❡ ❦❡❡♣ ✉s ❝❧♦s❡❧② t♦❣❡t❤❡r ✐♥ t❤❡ ▲♦r❞ s♦ t❤❛t ✇❡ ❝❛♥ ❤❡❧♣ ❡❛❝❤ ♦t❤❡r
❦✐♥❞❧② ❬❛♠♦r❡✈♦❧♠❡♥t❡❪✳✑ ✷✷✹ ❍❡ ❝♦✉❧❞ ❤❛r❞❧② ❞❡s❝r✐❜❡ ♠♦r❡ ❝❧❡❛r❧② t❤❡ ❞✐✛❡r❡♥❝❡ ❜❡t✇❡❡♥
t❤❡ ❡✛❡❝t✐✈❡ ❛❝t✐✈❡ ❈❤r✐st✐❛♥ ❧♦✈❡ ♦r ❈❤❛r✐t② ♦♥ t❤❡ ♦♥❡ ❤❛♥❞ ❛♥❞ t❤❡ ❛✛❡❝t✐✈❡ ❧♦✈❡ ❛♥❞
t②♣✐❝❛❧ ✇❛② ♦❢ ❞❡❛❧✐♥❣ ✇✐t❤ ♣❡♦♣❧❡ ♦♥ t❤❡ ♦t❤❡r ❤❛♥❞✳
❲♦✉❧❞ ✐t ❜❡ s♦ ❛st♦♥✐s❤✐♥❣ t❤❛t ❛ t❤♦✉❣❤t ♦❢ ❙t ❋r❛♥❝✐s ❞❡ ❙❛❧❡s ❤❛❞ ❜❡❡♥ ❢❡❛t✉r✐♥❣ ❢♦r
②❡❛rs ❛s ♦♥❡ ♦❢ t❤❡ ♣r♦✈❡r❜✐❛❧ ♣❤r❛s❡s✱ ✇❤✐❝❤ ❢r♦♠ t❤❡ ✜rst ♣✉❜❧✐❝❛t✐♦♥ ♦❢ t❤❡ ❇♦❧❧❡tt✐♥♦
❙❛❧❡s✐❛♥♦ ❤❛❞ ❜❡❡♥ s♣❧❛s❤❡❞ ♦♥ t❤❡ ❢r♦♥t ♣❛❣❡❄ ■t ✇❛s t❤❡ ❢♦❧❧♦✇✐♥❣ ♦♥❡✿ ✏❆ t❡♥❞❡r ❧♦✈❡
❢♦r ♦♥❡✬s ❢❡❧❧♦✇✲♠❛♥ ❬✉♥ ❛♠♦r❡ t❡♥❡r♦ ✈❡rs♦ ❛❧ ♣r♦ss✐♠♦❪ ✐s ♦♥❡ ♦❢ t❤❡ ❣r❡❛t❡st ❛♥❞ ♠♦st
❡①❝❡❧❧❡♥t ❣✐❢ts ❜❡st♦✇❡❞ ♦♥ ♣❡♦♣❧❡ ❜② ●♦❞✬s ●r❛❝❡✳✑
■♥ ❙❡♣t❡♠❜❡r ✶✽✽✵✱ s❤♦rt❧② ❛❢t❡r t❤❡ ❢❡st✐✈❡ ♠❡❡t✐♥❣ ♦❢ ✶✽✽✵✱ ❤❡ ❞❡❧✐✈❡r❡❞ ❛ ♠♦✈✐♥❣
❛❞❞r❡ss ❛t t❤❡ ❙❡❝♦♥❞ ●❡♥❡r❛❧ ❈❤❛♣t❡r✳ ❯♣ t♦ s❡✈❡♥ t✐♠❡s ❤❡ str❡ss❡❞ t❤❡ ❝♦♠❜✐♥❛t✐♦♥
❝❛r✐tà ❡ ❞♦❧❝❡③③❛✑✳ ❆ ✜rst t✐♠❡ ❛s ❢♦❧❧♦✇s✿ ✏❆ ❢✉rt❤❡r ♠❛tt❡r ✇❡ ❤❛✈❡ t♦ ❛tt❡♥❞ t♦ ✐s t❤❡
s♣✐r✐t ♦❢ ❈❤r✐st✐❛♥ ❧♦✈❡ ❬❝❛r✐tà❪ ❛♥❞ ❣❡♥t❧❡♥❡ss ❬❞♦❧❝❡③③❛✿ ❛✛❛❜✐❧✐t②✱ ❦✐♥❞♥❡ss❪ ♦❢ ❙t ❋r❛♥❝✐s
❞❡ ❙❛❧❡s✳✑ ❆♥❞ ❢✉rt❤❡r✿ ✏❲❤❡♥ ✇❡ ❤❛✈❡ s❤♦✇♥ t❤✐s ❣❡♥t❧❡♥❡ss t♦ t❤❡ ❝♦♥❢r❡r❡s✱ ✐t ♠✉st
❜❡ ❜❡♥❡✜❝✐❛❧ ❛s ✇❡❧❧ ❢♦r t❤❡ ♣✉♣✐❧s t❤❡♠s❡❧✈❡s✳ ❚❤❡② ✇✐❧❧ ❜❡ str✉❝❦ ❜② ✐t ❛♥❞ ✇❡ ✇✐❧❧ ❤❛✈❡
❛ ❝♦♥s✐❞❡r❛❜❧❡ ✐♠♣❛❝t ♦♥ t❤❡✐r ❛✛❡❝t✐♦♥ ❛♥❞ t❤❡✐r ✈♦❝❛t✐♦♥ t♦♦✳✑ ✷✷✺
❚❤❡ ❝♦♥t❡♥t ✐s ♣r❛❝t✐❝❛❧❧② ❛ r❡s✉♠♣t✐♦♥ ♦❢ t❤❡ ❡①♣❧❛♥❛t✐♦♥ ❢♦r t❤❡ r❡❝t♦rs ✐♥ ❋❡❜r✉❛r②
✶✽✼✻ ✇❤❡♥ t❤❡ t♦♣✐❝ ♦❢ ✈♦❝❛t✐♦♥s ❛❧s♦ ✐♥s♣✐r❡❞ ❤✐♠✳ ❍♦✇❡✈❡r✱ ❛t t❤❛t ♠♦♠❡♥t ❤❡ ♣r❡❢❡rr❡❞
❛♠♦r❡✈♦❧❡③③❛ ✑ ❛♥❞ ✏ ❞❛r❡ ❢❛♠✐❣❧✐❛r✐tà ✑✳ ❉✉r✐♥❣ t❤❡ ❈❤❛♣t❡r ❤❡ r❡t✉r♥❡❞ t♦ t❤❡ ✉s❡ ♦❢
t❤❡ ❢❛♠✐❧✐❛r ✏ ❞♦❧❝❡③③❛ ✑✳ ❚❤❡ ♠❡❛♥✐♥❣ ✐s ♠❛♥✐❢❡st❧② ✐❞❡♥t✐❝❛❧✳ ❖♥❝❡ ♠♦r❡ ❝❡rt❛✐♥ ❝♦♥❝❡♣ts
♦❢ ❉♦♥ ❇♦s❝♦ ❛♣♣❡❛r t♦ ❜❡ ✐♥t❡r❝❤❛♥❣❡❛❜❧❡✳ ■t s❡❡♠s ♦♣♣♦rt✉♥❡ t♦ ♠❡ t♦ ❡♠♣❤❛s✐③❡ ♥♦✇
t❤❛t ❜♦t❤ ❢r❛❣♠❡♥ts ❤❛✈❡ ❛ ♣❛st♦r❛❧ ♥❛t✉r❡✳ ❉♦♥ ❇♦s❝♦✬s ✇❛②s ♦❢ ❞❡❛❧✐♥❣ ✇✐t❤ ♣❡♦♣❧❡
❛r❡ ♣✉t ❢♦r✇❛r❞ ❛s ❡q✉❛❧❧② ✐♠♣♦rt❛♥t✱ ♠❡❛♥✐♥❣❢✉❧ ❛♥❞ ❡✣❝✐❡♥t ❢♦r t❤❡ s✉❝❝❡ss ♦❢ ❜♦t❤
♣❛st♦r❛❧ ❛♥❞ ♣❡❞❛❣♦❣✐❝❛❧ ❛❝t✐✈✐t✐❡s ✇✐t❤ ②♦✉♥❣st❡rs✳
■t ✐s r❡♠❛r❦❛❜❧❡ t❤❛t t❤❡ t❡r♠ ✏ ❢❛♠✐❣❧✐❛r✐tà✑ ✐s ✉s❡❞ ❜② ❋r❛♥❝❡s✐❛ ✐♥ t❤❡ ❚❤❡ ❯s❡ ♦❢
P✉♥✐s❤♠❡♥ts ✐♥ ❙❛❧❡s✐❛♥ ❍♦✉s❡s✱ ✇❤✐❝❤ ♠❛② ❤❛✈❡ ❜❡❡♥ ✐♥t❡♥❞❡❞ ❛s ❛ ❝✐r❝✉❧❛r ❧❡tt❡r ✐♥
❏❛♥✉❛r② ✶✽✽✸✳ ■♥ t❤❡ ✸r❞ ♣❛r❛❣r❛♣❤ ♦♥ ✏❉♦ ♥♦t ♠❛❦❡ ✐t ❛♣♣❡❛r t❤❛t ②♦✉ ❛r❡ ❛❝t✐♥❣
♦✉t ♦❢ ❛♥❣❡r✑ ❏❡s✉s ❈❤r✐st✬s ✇❛② ♦❢ ❞❡❛❧✐♥❣ ✇✐t❤ t❤❡ ❛♣♦st❧❡s ✐s ♣r❡s❡♥t❡❞ ❛s ❛ s❤✐♥✐♥❣
✷✷✹❇♦❧❧❡tt✐♥♦ s❛❧❡s✐❛♥♦✱ ②❡❛r ■❱✱ ♥✾✱ ♣✳ ✶✷✳ ❈❢✳ ▼❇ ❳■■■✱ ♣✳ ✶✹✾❀ ❊▼❇ ❳■■■✱ ♣♣✳ ✶✶✷✲✶✶✸✳ ❈❢✳ ❛❧s♦
❇■❊❙▼❆◆❙✱ ❘✳✱ ❉❡ ❜r✐❡❢ ❛❛♥ ❞❡ ❥♦♥❣❡♥s✳✳✳✱ ♣✳ ✹✼✳
✷✷✺
❋❞❇ ✶✳✽✺✼ ❈ ✾ ❛♥❞ ✶✳✽✺✼ ❈ ✶✶✳ ❈❢✳ ❛❧s♦ ❢♦♦t♥♦t❡s ✹✾✱ ✶✸✹✱ ✶✺✶ ✐♥ t❤✐s ❝❤❛♣t❡r✳ ❆❜♦✉t t❤❡ ❝♦♥✈❡rt✐❜✐❧✐t②
♦❢ ✇♦r❞s ❛♥❞ ❝♦♥❝❡♣ts✱ s❡❡ ❙❚❊▲▲❆✱ P✳✱ ❉♦♥ ❇♦s❝♦ ♥❡❧❧❛ st♦r✐❛✳ ✳ ✳ ■■✱ ♣✳ ✹✻✺✲✹✻✻✳
✶✸✸

14.4 Page 134

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❡①❛♠♣❧❡✳ ✏❍❡ t♦❧❡r❛t❡❞ t❤❡✐r ✐❣♥♦r❛♥❝❡✱ r✉❞❡♥❡ss ❛♥❞ s❤❛❦② ✜❞❡❧✐t②✱ r❡❛❝❤✐♥❣ ♦✉t t♦ s✐♥✲
♥❡rs ✇✐t❤ s✉❝❤ ❡❛s❡ ❬❞✐♠❡st✐❝❤❡③③❛❪ ❛♥❞ ❝❤❛r♠✐♥❣ ❛✛❛❜✐❧✐t② ❛♥❞ ❢❛♠✐❧✐❛r✐t② ❬❢❛♠✐❣❧✐❛r✐tà
❛s t♦ ❛st♦♥✐s❤ s♦♠❡ ♣❡♦♣❧❡✱ ♣r❛❝t✐❝❛❧❧② t♦ s❝❛♥❞❛❧✐③❡ ♦t❤❡rs✱ ❛♥❞ t♦ ❦✐♥❞❧❡ ✐♥ ♠❛♥② t❤❡
❜❧❡ss❡❞ ❤♦♣❡ ♦❢ r❡❝❡✐✈✐♥❣ ❞✐✈✐♥❡ ♣❛r❞♦♥✳✑ ❖❢ ❝♦✉rs❡✱ ❜❡❤✐♥❞ t❤❡ ❛♣♦st❧❡s ❛♥❞ s✐♥♥❡rs ✇❡
s❤♦✉❧❞ ♣❡r❝❡✐✈❡ t❤❡ ②♦✉♥❣st❡rs✱ ✇❤♦ ❢❛❧❧ s❤♦rt ❛♥❞ ❛r❡ t♦ ❜❡ ❜❧❛♠❡❞ ❜❡❝❛✉s❡ ♦❢ t❤❡✐r
✐❣♥♦r❛♥❝❡✱ ❧❛❝❦ ♦❢ ♠❛♥♥❡rs ❛♥❞ ❧✐tt❧❡ ❜❡❧✐❡❢✳ P❛st♦r❛❧ ❛♥❞ ♣❡❞❛❣♦❣✐❝❛❧ ♣r❡♦❝❝✉♣❛t✐♦♥s ❛r❡
♠♦st ✐♥tr✐❝❛t❡❧② ♠✐①❡❞ t❤❡r❡ ❛❣❛✐♥✳
■♥ t❤❡ s❛♠❡ ❝❤❛♣t❡r ♦❢ t❤❡ ❝✐r❝✉❧❛r ❋r ❋r❛♥❝❡s✐❛ ❝♦♣✐❡❞ ❛♥ ❛♥❡❝❞♦t❡ ❢r♦♠ ❤❛❣✐♦❣r❛♣❤❡r
❆✳❏✳▼✳ ❍❛♥♦♥✬s ❚❤❡ ▲✐❢❡ ♦❢ ❙❛✐♥t ❋r❛♥❝✐s ❞❡ ❙❛❧❡s✱ t❤❡ ✏❞❡❛r✱ ♠❡❡❦ ♣❛tr♦♥ s❛✐♥t✑ ♦❢ t❤❡
❈♦♥❣r❡❣❛t✐♦♥✳ ❚❤❡ q✉♦t❡ r❡♣♦rts ❛♥ ❡✈❡♥t ✐♥ t❤❡ s❛✐♥t✬s ❧✐❢❡✳ ■t s♦ ❤❛♣♣❡♥❡❞ t❤❛t ♦♥❡ ❞❛②
❋r❛♥❝✐s ✇❛s ❜❧❛♠❡❞ ❢♦r tr❡❛t✐♥❣ ❛ ❜♦② ✇✐t❤ ❡①❝❡ss✐✈❡ ❦✐♥❞♥❡ss ❞♦✉❝❡✉r✱ ❞♦❧❝❡③③❛✳ ❚❤❡
❜♦② ✏❤❛❞ ❤❛❞ ❛ ❜❛❞ r✉♥ ✇✐t❤ ❤✐s ♠♦t❤❡r✳✑ ■t s❛②s ❋r❛♥❝✐s ❞❡❢❡♥❞❡❞ ❤✐♠s❡❧❢ ❛❣❛✐♥st t❤❡
r❡♣r♦❛❝❤ ❛s ❢♦❧❧♦✇s✿ ✏❚❤✐s ❧❛❞ ✇❛s ✐♥ ♥♦ ❝♦♥❞✐t✐♦♥ t♦ ❜❡♥❡✜t ❜② ♠② ❝♦rr❡❝t✐♦♥s ❜❡❝❛✉s❡
t❤❡ ❜❛❞ ❛tt✐t✉❞❡ ♦❢ ❤✐s ❤❡❛rt ❤❛❞ ❞❡♣r✐✈❡❞ ❤✐♠ ♦❢ r❡❛s♦♥ ❛♥❞ ❣♦♦❞ s❡♥s❡✳ ❆ s❤❛r♣
r❡♣r✐♠❛♥❞ ✇♦✉❧❞ ❤❛✈❡ ❞♦♥❡ ❤✐♠ ♥♦ ❣♦♦❞ ❛♥❞ ✇♦✉❧❞ ❤❛✈❡ ❤✉rt ♠❡ ❛s ❜❛❞❧② ❜② ♠❛❦✐♥❣
♠❡ ❛❝t ❧✐❦❡ ♦♥❡ ✇❤♦ ❞r♦✇♥s ❛tt❡♠♣t✐♥❣ t♦ s❛✈❡ ♦t❤❡rs✳✑ ✷✷✻
❆❧s♦ ✐♥ ❜♦t❤ q✉♦t❡s ✏ ❢❛♠✐❧✐❛r✐tà ✑ ❛♥❞ ✏ ❞♦❧❝❡③③❛ ✑ s❤♦✇ ❛♥ ✐♥tr✐❝❛t❡ ❝♦♥♥❡❝t✐♦♥✳ ■t ✐s
❛❧❧ ❛❜♦✉t t❤❡ ❣❡♥t❧❡✱ ❛✛❛❜❧❡✱ s♣♦♥t❛♥❡♦✉s✱ ❝♦♥✜❞❡♥t✐❛❧ ❛♥❞ ❦✐♥❞ ❞❡❛❧✐♥❣ ♦❢ ❡❞✉❝❛t♦rs ❛♥❞
♣❛st♦r❛❧❧② ❝♦♠♠✐tt❡❞ ♣❡♦♣❧❡ ✇✐t❤ ②♦✉♥❣st❡rs ✇❤♦ ❤❛✈❡ ❜❡❡♥ ❡♥tr✉st❡❞ t♦ t❤❡✐r ❝❛r❡✳
■t ♠❛② ❜❡ ✉s❡❢✉❧ t♦ r❡♠❛r❦ ✐♥ t❤✐s ❝♦♥t❡①t t❤❛t ❋r❛♥❝❡s✐❛ ❤❛❞ ❜♦rr♦✇❡❞ ♥❡✐t❤❡r ♦❢ t❤♦s❡
t✇♦ ❢r❛❣♠❡♥ts ❢r♦♠ ▼♦♥❢❛t✳ ❚❤❡r❡ ✐s ❛ ❝❡rt❛✐♥ r❡s❡♠❜❧❛♥❝❡ t❤♦✉❣❤ ✇✐t❤ ❚❡♣♣❛✱ ✇❤♦ ✐♥
❝❡rt❛✐♥ ❝✐r❝✉♠st❛♥❝❡s ❛❞✈✐s❡❞ ✏❞❡♥②✐♥❣ t❤❡ ❜♦②s s✐❣♥s ♦❢ ✇✐❧❧✐♥❣♥❡ss ❛♥❞ ❢❛♠✐❧✐❛r✐t② ✇❤✐❝❤
♦♥❡ ✉s❡❞ t♦ ❣✐✈❡ t❤❡♠ ♦t❤❡r✇✐s❡✳✑ ✷✷✼ ❚❤❡r❡ ♠❛② ❜❡ ❥✉st ✐♥✢✉❡♥❝❡ ❢r♦♠ t❤❡ ✇♦r❞ ✉s❛❣❡
❛♥❞ t❤❡ ♣❡❞❛❣♦❣✐❝❛❧ ❛t♠♦s♣❤❡r❡ ✇✐t❤ ❉♦♥ ❇♦s❝♦ ❛♥❞ ❤✐s ❝♦✲✇♦r❦❡rs✳
❉✉r✐♥❣ ❛❧❧ t❤♦s❡ ②❡❛rs ❉♦♥ ❇♦s❝♦ ❤❛❞ ❜❡❡♥ ❢❛♠✐❧✐❛r ✇✐t❤ t❤❡ ♣♦s✐t✐✈❡ ❝♦♥t❡♥t ♦❢ t❤❡
❝♦♥❝❡♣t ♦❢ ✏ ❢❛♠✐❣❧✐❛r✐tà ✑✳ ❍✐s ✇r✐t✐♥❣s ❛♥❞ ❡①♣❧❛♥❛t✐♦♥s ❞♦ ♥♦t ❝r❡❛t❡ t❤❡ ✐♠♣r❡ss✐♦♥
❤❡ ✇♦✉❧❞ ❛ttr✐❜✉t❡ ❛ ❦❡② ✐♠♣♦rt❛♥❝❡ t♦ t❤❡ ✇♦r❞ ✐ts❡❧❢ ✕ ❛♥❞ s♦ t♦ ✐ts r❡❛❧ ❝♦♥t❡♥t ✕ t♦
❧❛❜❡❧ ❛ ❝❡rt❛✐♥ ❝♦♠♣♦♥❡♥t ♦❢ ❤✐s ♣❛st♦r❛❧ ❛♥❞ ♣❡❞❛❣♦❣✐❝❛❧ t❤✐♥❦✐♥❣ ❛♥❞ ❛❝t✐♥❣✳ ❚❤✐s ✐s
♥♦✇✱ ❤♦✇❡✈❡r✱ t❤❡ ❝❛s❡ ✐♥ t❤❡ ✇r✐t✐♥❣ t♦ t❤❡ ❙❛❧❡s✐❛♥s ❛♥❞ ✐♥ t❤❡ ♣r❡♣❛r❛t♦r② t❡①ts ❢♦r ✐t✳
❊♠♣❤❛t✐❝❛❧❧② s♦✳ ■♥ t❤❡ ♠❡❛♥t✐♠❡ ✐t ♠✉st ❤❛✈❡ ❜❡❝♦♠❡ ❝❧❡❛r t❤❛t ♥❡①t t♦ t❤❡ ❝♦♥t❡①t ♦❢
t❤❡ ✶✽✽✹ ✇r✐t✐♥❣ ❛❧s♦ ❛ ❢❡✇ ❡❛r❧✐❡r t❡①ts ❝❛♥ r❡❛❧❧② ❤❡❧♣ t♦ ❞✐s❝❧♦s❡ ♠❡❛♥✐♥❣ ❛♥❞ ❝♦♥t❡♥t
♦❢ t❤❡ ✇♦r❞✳
P♦s✐t✐✈❡ ❢❛♠✐❧✐❛r✐t② ✐♥ ✐ts❡❧❢ ✐s ♥♦t ❛ ❞❡s✐r❛❜❧❡ ❝♦♠♣♦♥❡♥t ✐♥ ❡❞✉❝❛t✐♦♥✳ ■t s❡r✈❡s t❤❡ ✐♥✲
❞✐s♣❡♥s❛❜❧❡ ❛✛❡❝t✐♦♥ ❛♥❞ t❤❡ ❡q✉❛❧❧② ✐♠♣♦rt❛♥t ❛♥❞ ✐♥❞✐s♣❡♥s❛❜❧❡ tr✉st✳ ❯s✐♥❣ ❇✉③③❡tt✐✬s
✇♦r❞s✱ ❢❛♠✐❧✐❛r✐t② ✐s ♥❡❝❡ss❛r② t♦ ♠❛❦❡ ❛✛❡❝t✐♦♥ ✈✐s✐❜❧❡ ♦r ✕ ❛♥❞ t❤❛t ✐s ❛ ❝♦♥t✐♥✉❛t✐♦♥
✷✷✻❋♦r t❤❡ t✇♦ q✉♦t❡s s❡❡ ❇❘❆■❉❖✱ P✳✱ ❉♦♥ ❇♦s❝♦ ❡❞✉❝❛t♦r❡✳ ✳ ✳ ✱ ♣♣✳ ✸✸✷✴✶✺✻✲✶✻✵ ❛♥❞ ✸✸✸✴✶✽✻✲✷✵✵✳
❈❢✳ ❊▼❇ ❳❱■✱ ♣✳ ✸✼✶✲✸✼✷✳ ❉✉r✐♥❣ t❤❡ ❧❛st t❤r❡❡ ♦r ❢♦✉r ②❡❛rs ❜❡❢♦r❡ ❤✐s ❞❡❛t❤ ✐♥ ✶✽✽✽ ❉♦♥ ❇♦s❝♦
❞✐❞ ♥♦t ✇r✐t❡ ✈❡r② ♠✉❝❤ ❛♥②♠♦r❡✳ ❆t t❤❡ ❜❡❣✐♥♥✐♥❣ ♦❢ ✶✽✽✹ ❤♦✇❡✈❡r ❤❡ ❤❛❞ st❛rt❡❞ t♦ ❝♦♥t✐♥✉❡
❤✐s ▼❡♠♦✐rs✳ ❚❤❡r❡ ✇❡ ✜♥❞ ❛ r❡❝♦♠♠❡♥❞❛t✐♦♥ t♦ t❤❡ r❡❝t♦rs✳ ■t ♠✉st ❤❛✈❡ ❜❡❡♥ ✇r✐tt❡♥ ❛r♦✉♥❞
✶✽✽✺✲✶✽✽✻✳ ✏●❡♥❡r❛❧❧② s♣❡❛❦✐♥❣ t❤❡ ❞✐r❡❝t♦r ♦❢ ❛ ❤♦✉s❡ s❤♦✉❧❞ ❝♦♥t❛❝t ❤✐s ❝♦♥❢r❡r❡s ♦❢t❡♥ ❛♥❞ ✇✐t❤
❣r❡❛t ❢❛♠✐❧✐❛r✐t②✳✑ ✭❇❘❆■❉❖✱ P✳✱ ❉♦♥ ❇♦s❝♦ ❡❞✉❝❛t♦r❡✳ ✳ ✳ ✱ ♣✳ ✹✷✽✴✻✼✶✲✻✼✷✳✮ ■t ✐s ♥♦t ❛❜♦✉t ♣❛st♦r❛❧✲
♣❡❞❛❣♦❣✐❝❛❧ r❡❧❛t✐♦♥s ✇✐t❤ ②♦✉♥❣st❡rs✱ ❜✉t ✐t ❝♦♥✜r♠s ❤♦✇ ✐♠♣♦rt❛♥t t❤✐s ❝❤❛r❛❝t❡r✐st✐❝ ✇❛② ♦❢ ❞❡❛❧✐♥❣
✇✐t❤ ♣❡♦♣❧❡ ✇❛s t♦ ❤✐♠✳
✷✷✼❚❊PP❆✱ ❆✳▼✳ ✱ ❆✈✈❡rt✐♠❡♥t✐✳✳✳✱ ♣♣✳✹✸✲✹✹✳
✶✸✹

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♦❢ t❤❡ ❝♦♠♠❡♥t ✕ ✏t♦ s❤♦✇ ♦♥❡✬s ❛✛❡❝t✐♦♥✳✑ ✶✽✲✶✾■❢ ♦♥❡ ❞♦❡s ♥♦t s❤♦✇ t❤✐s✱ ♦♥❡ ❝❛♥♥♦t
❡①♣❡❝t t♦ ❜❡ ❧♦✈❡❞✳
❙❤♦✇✐♥❣ ♦♥❡✬s ❧♦✈❡ t♦ t❤❡ ❝❤✐❧❞r❡♥ ✇❛s ❡ss❡♥t✐❛❧ ❛❧s♦ ❢♦r ❋✳ ❆♣♦rt✐ ✐♥ ♦r❞❡r t♦ ♠❛❦❡
❛✛❡❝t✐♦♥ t❛♥❣✐❜❧❡✳ ❘❡♣❧②✐♥❣ t♦ t❤❡ q✉❡st✐♦♥ ✏✇❤♦♠ ❞♦ t❤❡ ❝❤✐❧❞r❡♥ ❧♦✈❡❄✑ ❤❡ s❛✐❞✿ ✏❚❤❡
♦♥❡s ✇❤♦ ✇❡❧❝♦♠❡ t❤❡♠✱ s❤♦✇ t❤❛t t❤❡② ❧♦✈❡ t❤❡♠ ❛♥❞ ❞♦ ✇❡❧❧ t♦ t❤❡♠ ❛♥❞ ❞♦ t❤❡♠
❣♦♦❞✳✑ ✷✷✽ ❲❡ ♠❛② ✐♥❞✐❝❛t❡ ❤❡r❡ t❤❛t ❤✐s r❡♣❧② ❝♦♥t❛✐♥s ❜♦t❤ ❛✛❡❝t✐✈❡ ❛♥❞ ❡✛❡❝t✐✈❡ ❧♦✈❡✳
❚♦ ❝♦♥❝❧✉❞❡ t❤❡ ❧♦♥❣ ❞✐s❝✉ss✐♦♥ ♦♥ t❤❡ ✉s❡ ♦❢ t❤❡ ❝♦♥❝❡♣t ♦❢ ❢❛♠✐❧✐❛r✐t② ❜② ❉♦♥ ❇♦s❝♦✱
✇❡ ♠❛② st❛t❡ t❤❛t ❤❡ ♣r❡❢❡rr❡❞ t❤❡ ✇♦r❞s ✏ ❞♦❧❝❡③③❛ ❛♥❞ ✏ ❛♠♦r❡✈♦❧❡③③❛ ✑✳ ❆t t❤❡ s❛♠❡
t✐♠❡ t❤❡ ❞✐❣r❡ss✐♦♥ ♦♥ ❢❛♠✐❧✐❛r✐t② ❤❛s s❤♦✇♥ t❤❡ t❤r❡❡ t❡r♠s ❛r❡ s②♥♦♥②♠s ✇✐t❤ r❡❣❛r❞
t♦ t❤❡ ❝♦♥t❡♥t✳ ■t ✐s ✐♠♣♦ss✐❜❧❡ t❤♦✉❣❤ t♦ ✜♥❞ ♦✉t ✇❤② t❤❡ ❞✐✛❡r❡♥t ❡❞✐t✐♦♥s ♦❢ t❤❡ ✶✽✽✹
❡①♣♦s✐t✐♦♥ ♣r❡❢❡rr❡❞ t❤❡ t❡r♠ ❢❛♠✐❧✐❛r✐t② ❛♥❞ ✐♥tr♦❞✉❝❡❞ ✐t s♦ ♣r♦♠✐♥❡♥t❧②✳
❏❡s✉s ❈❤r✐st ✏♦✉r ♠❛st❡r✑ ♦❢ ❢❛♠✐❧✐❛r✐t② ✏t❤❡ ♠❛tt❡r ♦❢ t❤❡ ❢r✐❡♥❞❧② ❛♣♣r♦❛❝❤✑ ❪ ❬✶✾
❆s ❛ ♣❛r❛♠♦✉♥t ❡①❛♠♣❧❡ ♦❢ s❤♦✇✐♥❣ ✇✐❧❧✐♥❣♥❡ss ❛♥❞ ❛✛❛❜✐❧✐t② ❛♠✐❛❜❧❡ ❦✐♥❞♥❡ss❆♣♦rt✐
✐♠♠❡❞✐❛t❡❧② ♣r❡s❡♥t❡❞ ❏❡s✉s ❈❤r✐st✿ ✏❏❡s✉s ❈❤r✐st ✐s t❤❡ ❣r❡❛t ❡①❛♠♣❧❡ ❬❡s❡♠♣✐♦❪ ❢♦r ❛❧❧
♦❢ ✉s✳✑ ❍❡ ✐❧❧✉str❛t❡❞ t❤✐s ❜② t❤❡ ❢♦❧❧♦✇✐♥❣ ❡✈❡♥t ❢r♦♠ t❤❡ ●♦s♣❡❧✿ ✏❲❤❡♥ ❤✐s ❛♣♦st❧❡s
❤❛❞ ♥♦t ②❡t ❜❡❡♥ ❡♥❧✐❣❤t❡♥❡❞ ❜② ❚❤❡ ❍♦❧② ❙♣✐r✐t✱ t❤❡② ✇❛♥t❡❞ t♦ ❦❡❡♣ t❤❡ ❝❤✐❧❞r❡♥ ❛✇❛②
❢r♦♠ ❏❡s✉s✱ ❜✉t ❤❡ st♦♣♣❡❞ t❤❡♠✳ ❍❡ ✇❡❧❝♦♠❡❞ t❤❡ ❝❤✐❧❞r❡♥ ✇✐t❤ ❜❡♥❡✈♦❧❡♥t ❛♥❞ ❦✐♥❞
✇♦r❞s✳✑ ✷✷✾
■♥ ❛ s✐♠✐❧❛r ✇❛② ▲❡♠♦②♥❡ tr✐❡❞ t♦ ❣r♦✉♥❞ ❢❛♠✐❧✐❛r✐t② ❛♥❞ t❤❡ s❤♦✇✐♥❣ ♦❢ ❛✛❡❝t✐♦♥ ♦♥
t❤❡ ❢♦✉♥❞❛t✐♦♥s ♦❢ ❏❡s✉s ❈❤r✐st✬s ✇❛② ♦❢ ❛❝t✐♥❣✳ ❍❡ ❤❛❞ ❛❧r❡❛❞② ❞♦♥❡ s♦ ✐♥ t❤❡ ✜rst
♠❛♥✉s❝r✐♣ts ✭❛♥❞ ✮ ❡✈❡♥ ❛t t✇♦ ❞✐✛❡r❡♥t ♠♦♠❡♥ts ♦❢ ❤✐s t❡①ts✳ ❚❤❡ ✜rst ♠♦♠❡♥t
✇❛s ✇❤❡♥ ❤❡ ❤❛❞ ♣✉t ❢♦r✇❛r❞ ❛s ❛ ♣r❡♠✐s❡ t❤❛t t❤❡ ②♦✉♥❣st❡rs ♠✉st ❜❡ ❧♦✈❡❞ ✐♥ ✏t❤❡
t❤✐♥❣s t❤❛t ♣❧❡❛s❡ t❤❡♠✳✑ ❚♦ ❡①♣❧❛✐♥ t❤✐s ♣r✐♥❝✐♣❧❡✱ ❤❡ t♦♦ t❤❡♥ r❡❢❡rr❡❞ t♦ ❏❡s✉s✿ ✏❚❤❡
❉✐✈✐♥❡ ❙❛✈✐♦✉r ♠❛❞❡ ❤✐♠s❡❧❢ ❧✐tt❧❡ ✇✐t❤ t❤❡ ❧✐tt❧❡ ♦♥❡s ❛♥❞ ❜♦r❡ ♦✉r ✇❡❛❦♥❡ss❡s✳✑ ✷✸✵ ✶✹
❛♥❞ ✶✾❍❡ ❝♦♠❜✐♥❡❞ t✇♦ ●♦s♣❡❧ t❡①ts✱ ▼❛tt❤❡✇ ✶✽✱ ✶✲✺ ❛♥❞ ✽✱ ✶✼✱ r❡s♣❡❝t✐✈❡❧②✿ ✏❯♥❧❡ss
②♦✉ ❝❤❛♥❣❡ ❛♥❞ ❜❡❝♦♠❡ ❧✐❦❡ ❧✐tt❧❡ ❝❤✐❧❞r❡♥✑ ❛♥❞ ✏❆♥②♦♥❡ ✇❤♦ ✇❡❧❝♦♠❡s ♦♥❡ ❧✐tt❧❡ ❝❤✐❧❞
❧✐❦❡ t❤✐s ✐♥ ♠② ♥❛♠❡✱ ✇❡❧❝♦♠❡s ♠❡✑ ✭▼t✳ ✶✽✱ ✶✲✺ ❛♥❞ t❤❡ ❦❡② t♦ ❋✳ ❆♣♦rt✐✮✳ ❚❤❡♥ ❤❡
❝♦♥t✐♥✉❡❞✿ ✏❍❡ ❜♦r❡ ♦✉r s✐❝❦♥❡ss❡s ❛✇❛② ❛♥❞ ❝❛rr✐❡❞ ♦✉r ❞✐s❡❛s❡s✑ ✭▼t✳ ✽✱ ✶✼ ❛♥❞ ❏❡s✳
✷✷✽❇❘❆■❉❖✱ P✳✱ Pr❡✈❡♥✐r❡✳✳✳✱ ♣✳ ✶✵✽✳ ❈❢✳ ❛❧s♦ ❢♦♦t♥♦t❡ ✶✷✻ ✐♥ t❤✐s ❝❤❛♣t❡r ✇❤❡r❡ ❊✳ ❈❡r✐❛✬s ♣❛r❛♣❤r❛s❡
✏t♦ s❡❡✑ ✐s ✐♠♣♦rt❛♥t✳ ❨♦✉♥❣st❡rs ♦✉❣❤t t♦ ❜❡ ❛❜❧❡ t♦ s❡❡✱ t♦ ♣❡r❝❡✐✈❡ t❤❡② ❛r❡ ❜❡✐♥❣ ❧♦✈❡❞ r❡❛❧❧②✳ ■t
♦❜✈✐♦✉s❧② ✐♠♣❧✐❡s t❤❛t ❡❞✉❝❛t♦rs ✏❤❛✈❡ t♦ s❤♦✇✑✳
✷✷✾■❜✐❞✳✱ ♣✳ ✶✵✽✳
✷✸✵❇❘❆■❉❖✱ P✳✱ ▲❛ ❧❡tt❡r❛✳✳✳✱ ♣✳ ✸✺✴✷✹✲✷✾✱ ❛♥❞ ♣✳ ✸✽✲✸✾✴✼✵✲✼✻✳ ❚❤❡ q✉♦t❛t✐♦♥ ❢r♦♠ ❋✳ ❆♣♦rt✐ ❛s st♦❝❦
♣❤r❛s❡ ♦❢ t❤❡ ❈❤r✐st✐❛♥ tr❛❞✐t✐♦♥ ❛♥❞ t❤❡ ❜✐❜❧✐❝❛❧ r❡❢❡r❡♥❝❡s ♦❢ ●✳❇✳ ▲❡♠♦②♥❡ ❛s ✇❡❧❧ ♣r❡✈❡♥t ✉s
❢r♦♠ s❡❡✐♥❣ ❤❡r❡ ❛♥ ❛❧❧✉s✐♦♥ ♦♥ ❛ ❞r❡❛♠ ♦❢ t❤❡ ✈❡r② ②♦✉♥❣ ●✐♦✈❛♥♥✐ ❇♦s❝♦✱ t❤❡ ✇♦r❞✐♥❣ ♦❢ ✇❤✐❝❤ ❤❡
❡❧❛❜♦r❛t❡❞ ❛❜♦✉t ✶✽✼✸✳ ❚❤❡r❡ t❤❡ ✏♥♦❜❧②✲❞r❡ss❡❞ ❛❞✉❧t✑ ❬❏❡s✉s❪ ❣❛✈❡ t❤❡ ❧✐tt❧❡ ❜♦② t❤✐s ❞✐r❡❝t✐✈❡✿ ✏◆♦t
❜② ❜❧♦✇s ❜✉t ❜② ❣❡♥t❧❡♥❡ss ♠❛♥s✉❡t✉❞✐♥❡✴♠❡❡❦♥❡ss❛♥❞ ❝❤❛r✐t② ❝❛r✐tà✇✐❧❧ ②♦✉ ❤❛✈❡ t♦ ✇✐♥ ♦✈❡r
t❤❡s❡ ❢r✐❡♥❞s ♦❢ ②♦✉rs✳✑ ✭❈❢✳ ▲❊◆❚■✱ ❆✳❏✳✱ ❉♦♥ ❇♦s❝♦ ❍✐st♦r② ❛♥❞ ❙♣✐r✐t ✶✳✱ ❘♦♠✱ ▲❆❙✱ ✷✵✵✼✱ ♣✳ ✶✼✽✳✮
■t ✐s r❡♠❛r❦❛❜❧❡ t❤♦✉❣❤ t❤❛t ❉♦♥ ❇♦s❝♦ ❛❞❞❡❞ ✏❡ ❝♦❧❧❛ ❝❛r✐tà ✑ t♦ t❤❡ ♦r✐❣✐♥❛❧ ✇♦r❞✐♥❣✿ ✏♥♦t ❜② ❜❧♦✇s
❜✉t ❜② ❣❡♥t❧❡♥❡ss✑✳ ✭❇❖❙❈❖✱ ●✳✱ ▼❡♠♦r✐❡ ❞❡❧❧✬❖r❛t♦r✐♦✳✳✳✱ ♣✳ ✸✺✴✶✸✹✲✶✸✺ ❛♥❞ ♦r✐❣✐♥❛❧ ✇♦r❞✐♥❣✳ ❈❢
▼❡♠♦✐rs✳✳✳✱ ♣✳ ✸✹✳✮ ❈❢✳ ✐♥ t❤❡ s❛♠❡ ♣❡rs♦♥❛❧ ▼❡♠♦r✐❡ ❞❡❧❧✬❖r❛t♦r✐♦ ❉♦♥ ❇♦s❝♦ ✉s❡❞ ♦♥❧② ✏ ❝❛❧♠❛ ❡
♠❛♥s✉❡t✉❞✐♥❡✑ ❛♥❞ ✏ str❛♦r❞✐♥❛r✐❛ ♠❛♥s✉❡t✉❞✐♥❡✳✑ ✭■❜✐❞✳✱ ♣✳ ✶✸✸✴✶✵✽✹✲✶✵✽✼✳ ❈❢✳ ▼❡♠♦✐rs✳✳✳✱ ♣✳ ✶✶✸✳✮
■t ❛♣♣❡❛rs ✐♥ ❋r ▲❡♠♦②♥❡✬s t❡①t t❤❛t ❞❡ ✜♥❛❧ ✈❡rs✐♦♥ ♦❢ t❤❡ ❞r❡❛♠ ❛s ✐t ✇❛s ✇r✐tt❡♥ ❞♦✇♥ ✐♥ t❤❡
▼❡♠♦r✐❡ ❞❡❧❧✬❖r❛t♦r✐♦✱ ✇❛s ♥♦t ✇❡❧❧✲❦♥♦✇♥ ②❡t ✐♥ ✶✽✽✹✳
✶✸✺

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✺✸✱ ✹✮✳ ❏❡s✉s ✇❡❧❝♦♠❡❞ t❤❡ ❝❤✐❧❞r❡♥ ❛♥❞ ✐❞❡♥t✐✜❡❞ ✇✐t❤ t❤❡ ❧✐tt❧❡ ♦♥❡s✳ ❍❡ ♠❛❞❡ ❤✐♠s❡❧❢
❧✐tt❧❡✱ ✇❤✐❝❤ ♠❡❛♥s ❤❡ st♦♦♣❡❞ t♦ t❤❡✐r ❧❡✈❡❧✳ ❚❤✉s ❤❡ s❤♦✇❡❞ ❤♦✇ ♠✉❝❤ ❤❡ ❧♦✈❡❞ t❤❡♠✳
❇ ❈ ■♥ ❜♦t❤ t❤❡s❡ ♠❛♥✉s❝r✐♣ts ✭ ❛♥❞ ✮ ♦❢ ▲❡♠♦②♥❡ ✐t ❝❛♥ ♦♥❧② ♠❡❛♥ t❤❛t ❤❡ ✇✐s❤❡s t❤❡
❡❞✉❝❛t♦rs t♦ ❧♦✈❡ t❤❡ ❜♦②s ❛♥❞ t❤❡r❡❢♦r❡ t♦ st♦♦♣ t♦ t❤❡ ❜♦②s✬ ❧❡✈❡❧ ❛♥❞ t♦ ❡♠♣❛t❤✐③❡
✇✐t❤ t❤❡✐r ❞❡s✐r❡s ❛♥❞ ❛❝t✐✈✐t✐❡s✳ ■♥ t❤✐s ✇❛② t❤❡② ❝❛♥ s❤♦✇ t❤❡✐r ❛✛❡❝t✐♦♥✱ ♣❛rt✐❝✉❧❛r❧②
❞✉r✐♥❣ r❡❝r❡❛t✐♦♥✱ ❜✉t ♦❜✈✐♦✉s❧② ♥♦t ♦♥❧② t❤❡♥✳
❚❤✐s ✐♥t❡r♣r❡t❛t✐♦♥ ✐s ❝♦♥✜r♠❡❞ ✐♥ ✇❤❛t ✐♠♠❡❞✐❛t❡❧② ❢♦❧❧♦✇s ✐♥ ❜♦t❤ ✈❡rs✐♦♥s✳ ■♥ t❤❡
♠❛♥✉s❝r✐♣t ❇ ❝♦♥t❛✐♥✐♥❣ t❤❡ ✜rst ❡❧❛❜♦r❛t✐♦♥ ✇❡ ❛❧r❡❛❞② ✜♥❞ t❤❡ ❞❡s❝r✐♣t✐♦♥ ♦❢ ❉♦♥
❇♦s❝♦✬s ♣r❡s❡♥❝❡ ❛♠✐❞st t❤❡ ❜♦②s ♣❛rt✐❝✉❧❛r❧② ❞✉r✐♥❣ r❡❝r❡❛t✐♦♥ t✐♠❡✳ ■t ✐s ❛❧s♦ ♣r❡s❡♥t
✐♥ ✱ t❤❡ ♥❡①t ❡❧❛❜♦r❛t✐♦♥✳ ❚❤❡ ❡✈♦❝❛t✐♦♥ ♦❢ ❉♦♥ ❇♦s❝♦✬s ❞❡❛❧✐♥❣ ✇✐t❤ t❤❡ ❜♦②s ✇❛s
❡①♣r❡ss❧② ♣r❡❝❡❞❡❞ t❤❡r❡ ❜② t❤❡ s❛❞ st❛t❡♠❡♥t ✏✈❡r② ❢❡✇ ❝❧❡r✐❝s ❛♥❞ ♣r✐❡sts ✇❡r❡ t❛❦✐♥❣
♣❛rt ✐♥ t❤❡ ❜♦②s✬ r❡❝r❡❛t✐♦♥✑✳ ✶✹❚❤❡② ❞✐❞ ♥♦t ♠❛❦❡ t❤❡♠s❡❧✈❡s ❧✐tt❧❡ ❛♣♣❛r❡♥t❧②✳
■t ✐s r❛t❤❡r s✉r♣r✐s✐♥❣ ▲❡♠♦②♥❡ ❧✐♥❦❡❞ ❛ s❡❝♦♥❞ q✉♦t❡ ✇✐t❤ ✐t t❤❡r❡✿ ✏❛♥❞ ❤❡ ❤❛s ❜♦r♥❡
❇ ❈ ♦✉r ✇❡❛❦♥❡ss❡s✑ ✭ ❛♥❞ ✮✳ ■t ✐s ❛ q✉✐t❡ ❧✐❜❡r❛❧ ❛♣♣❧✐❝❛t✐♦♥ ♦❢ t❤❡ ♦r✐❣✐♥❛❧ ●♦s♣❡❧ t❡①t
✭▼t✳ ✽✱ ✶✼✮ ❢♦r ✐t ✐s ❛ t❤♦✉❣❤t ✇❤✐❝❤ ❞♦❡s ♥♦t q✉✐t❡ ✜t ✐♥ ✇✐t❤ t❤❡ ♠❛✐♥ ✐❞❡❛✿ ♠✐♥❣❧❡
✇✐t❤ t❤❡ ②♦✉♥❣st❡rs✱ t❛❦❡ ❛♥ ✐♥t❡r❡st ✐♥ ✇❤❛t t❤❡② ❡♥❥♦② ❛♥❞ ✐♠♠❡rs❡ ✐♥t♦ t❤❡✐r ✇♦r❧❞
❜❡❝❛✉s❡ ②♦✉ ❧♦✈❡ t❤❡♠✳
❚❤❡ s❡❝♦♥❞ t✐♠❡ ❤❡ ✉s❡❞ t❤❡ q✉♦t❡ ❢r♦♠ t❤❡ ❇✐❜❧❡ ✐♥ ♠❛♥✉s❝r✐♣t ✱ ▲❡♠♦②♥❡ ❧✐♥❦❡❞
t❤❡ r❡❢❡r❡♥❝❡ t♦ ❏❡s✉s ❞✐r❡❝t❧② t♦ ❢❛♠✐❧✐❛r✐t② ❛s ❛ ♠❡❛♥s t♦ ♠❛❦❡ ❧♦✈❡ t❛♥❣✐❜❧❡✳ ❚❤❡
✇♦r❞s t❤❡r❡ ✇❡♥t ❛s ❢♦❧❧♦✇s✿ ✏❋❛♠✐❧✐❛r✐t② ✐♥ t❤❡ ✇❛② ♦❢ ❏❡s✉s ❈❤r✐st✳✑ ❚❤❡ r❡❢❡r❡♥❝❡ ✇❛s
❢♦❧❧♦✇❡❞ ❛❣❛✐♥ ❜② ❛♥ ❡①♣❧❛♥❛t✐♦♥ ❛♥❞ ♣♦✐♥t✐♥❣ ❛t t❤❡ ❢❡❛t✉r❡ ♦❢ ❏❡s✉s✬ ❝♦♥❞✉❝t✿ ✏❍❡
s♦♣♣♦rtò ❜❡❝❛♠❡ ❧✐tt❧❡ ❢♦r t❤❡ ❧✐tt❧❡ ♦♥❡s ❛♥❞ ❡♥❞✉r❡❞ ❬
❪ ♦✉r ✇❡❛❦♥❡ss❡s✳✑ ✶✾❖♥ t❤❡
s♣♦t ✐t r❡❛❞ ✐♥❞❡❡❞ ✏❢♦r t❤❡ ❧✐tt❧❡ ♦♥❡s✑ ❛♥❞ ♥♦ ❧♦♥❣❡r ✏✇✐t❤ t❤❡ ❧✐tt❧❡ ♦♥❡s✑ ❧✐❦❡ t❤❡ ✜rst
t✐♠❡ ✐♥ ✳ ■♥ ❛❝❝♦r❞❛♥❝❡ ✇✐t❤ ❢❛♠✐❧✐❛r✐t② ✐t ♠✉st ♠❡❛♥ ❏❡s✉s st♦♦♣❡❞ t♦ t❤❡ ❧❡✈❡❧ ♦❢ t❤❡
❧✐tt❧❡ ♦♥❡s t♦ ❜❡ ❛❜❧❡ t♦ ❞❡❛❧ ✇✐t❤ t❤❡♠ ❝♦♥✜❞❡♥t✐❛❧❧② ✇✐t❤ t❤❡ ✉❧t✐♠❛t❡ ❣♦❛❧✿ ❢♦r t❤❡✐r
❤❛♣♣✐♥❡ss✳✷✸✶ ■t r❡♠❛✐♥s ❛♥ ♦♣❡♥ q✉❡st✐♦♥ ✇❤❡t❤❡r ✏♦✉r ✇❡❛❦♥❡ss❡s✑ ❡❛❝❤ t✐♠❡ ✐♥st❡❛❞
♦❢ ✏t❤❡✐r ✇❡❛❦♥❡ss❡s✑ ✇❛s ❛ ❞❡❧✐❜❡r❛t❡ ❝❤♦✐❝❡ ❛♥❞ ❛t t❤❡ s❛♠❡ t✐♠❡ ❛ ❦✐♥❞ ♦❢ ❤✐♥t✳
▲❡♠♦②♥❡ ❛❧s♦ ♣✉t t❤❡ ❧✐♥❦ ❜❡t✇❡❡♥ ❢❛♠✐❧✐❛r✐t② ❛♥❞ t❤❡ ❛❢♦r❡✲♠❡♥t✐♦♥❡❞ q✉♦t❡ ✐♥ ✱ t❤❡
s❡❝♦♥❞ ❡❧❛❜♦r❛t✐♦♥ ♦❢ t❤❡ t❡①t✱ ❜✉t ❤❡ ❞✐❞ s♦ r❡❢❡rr✐♥❣ t♦ ❉♦♥ ❇♦s❝♦✬s q✉❡st✐♦♥✿ ✏❲❤❛t
❞♦ ■ ❤❛✈❡ t♦ r❡❝♦♠♠❡♥❞ t♦ ♠② ❙❛❧❡s✐❛♥s❄✑ ❚❤❛t ✇❛s ❛ q✉❡st✐♦♥ ✇❤✐❝❤ ✇❛s ❛s❦❡❞ ❝❧❡❛r❧②
✇✐t❤ t❤❡ ✐♥t❡♥t✐♦♥ ♦❢ ✐♥s❡rt✐♥❣ ❞✐r❡❝t✐✈❡s ❝♦♥❝❡r♥✐♥❣ t❤❡ ❜❡❤❛✈✐♦✉r ✇❤✐❝❤ ❢♦r ▲❡♠♦②♥❡
✇❛s ♥❡❝❡ss❛r② t♦ ❞❡❛❧ ✇✐t❤ ②♦✉♥❣st❡rs ✐♥ t❤❡ ❢♦✉♥❞❡r✬s s♣✐r✐t✳ ❉♦♥ ❇♦s❝♦ ✇❛s ❛❧❧♦✇❡❞ t♦
❡①♣r❡ss t❤❡ ✐❞❡❛ ✇✐t❤ t❤❡s❡ ✇♦r❞s✿ ✏❏❡s✉s ❈❤r✐st ❜❡❝❛♠❡ ❧✐tt❧❡ ✇✐t❤ t❤❡ ❧✐tt❧❡ ♦♥❡s ❛♥❞
t♦♦❦ ♦✉r ✇❡❛❦♥❡ss❡s ✉♣♦♥ ❤✐♠✳ ❚❤❛t ✐s t❤❡ ♠♦❞❡❧ ♦❢ ❢❛♠✐❧✐❛r✐t②✳✑ ✶✽✲✶✾✱ ❝♦❧✉♠♥ ❈
❚❤❡ ❧✐♥❦ ❜❡t✇❡❡♥ ❢❛♠✐❧✐❛r✐t② ❛♥❞ t❛❦✐♥❣ ✇❡❛❦♥❡ss❡s ✉♣♦♥ ♦♥❡s❡❧❢ ♦r ❝❛rr②✐♥❣ t❤❡♠ ✐s
t❤❡r❡ ♥♦t ❝❧❡❛r ❛t ❛❧❧✳ ❲❡ ❤❛✈❡ t♦ ✐♥t❡r♣r❡t ✇❡❛❦♥❡ss❡s ❛s ❢❛✐❧✉r❡s✱ ✢❛✇s ❛♥❞ s❤♦rt❝♦♠✐♥❣s
♦❢ t❤❡ ②♦✉♥❣st❡rs✳ ■t s❡❡♠s ❛ s♦rt ♦❢ ❛♥t✐❝✐♣❛t✐♦♥ ♦❢ ✇❤❛t ✐s t♦ ❢♦❧❧♦✇ ❛❜♦✉t ✇❡❛r✐♥❡ss✱
❛♥♥♦②❛♥❝❡✱ ✐♥❣r❛t✐t✉❞❡ ❛♥❞ s✐♠✐❧❛r t❤✐♥❣s✳ ✷✵
✷✸✶❚❤❡ ❧✐♥❦ ❜❡t✇❡❡♥ ❢❛♠✐❧✐❛r✐t② ❛♥❞ ♠❛❦✐♥❣ ♦♥❡s❡❧❢ ❧✐tt❧❡ r❡♠✐♥❞s ✉s ♦❢ t❤❡ t❡①t ♦♥ ❚❤❡ ❯s❡ ♦❢ P✉♥✐s❤♠❡♥ts
♦❢ ❏❛♥✉❛r② ✶✽✽✸✳ ❚❤❡r❡ ❏❡s✉s ✇❛s s❛✐❞ t♦ ✏r❡❛❝❤ ♦✉t t♦ s✐♥♥❡rs ✇✐t❤ s✉❝❤ ❡❛s❡ ❛♥❞ ❢r✐❡♥❞❧✐♥❡ss
❢❛♠✐❣❧✐❛r✐tà❛s t♦ ❛st♦♥✐s❤ s♦♠❡ ♣❡♦♣❧❡✱ ♣r❛❝t✐❝❛❧❧② t♦ s❝❛♥❞❛❧✐s❡ ♦t❤❡rs✳✑ ❙❡❡ ❇❘❆■❉❖✱ P✳✱ ❉♦♥
❇♦s❝♦ ❡❞✉❝❛t♦r❡✳ ✳ ✳ ✱ ♣✳ ✸✸✷✴✶✺✻✲✶✻✵✳ ■♥ t❤❡ ❇ ♠❛♥✉s❝r✐♣t ●✳❇✳ ▲❡♠♦②♥❡ ✉s❡❞ ❛♣❛rt ❢r♦♠ ✏ ♣♦rt❛r❡
❜❡❛r✱ t❛❦❡ ✉♣♦♥ ♦♥❡❛❧s♦ ✏ s♦♣♣♦rt❛r❡t♦❧❡r❛t❡✳ ❋♦r t❤❡ ❜♦②s ✐t ✐s ❛❜♦✉t ✏ ♠✐s❡r✐❡✑✱✏♠✐s❡r②✑✱ ♠♦r❛❧
❧✐♠✐t❛t✐♦♥s✱ ✢❛✇s❢♦r t❤❡ ❙❛❧❡s✐❛♥s ✐t ✐s ❛❜♦✉t ✏ ✐♥❢❡r♠✐tà✇❡❛❦ ♣♦✐♥ts
✶✸✻

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❇✉③③❡tt✐ ❤❛❞ ♣✉t t✐♥ ❑ t❤❡ ❡♠♣❤❛s✐s ♦♥ t❤❡ ♥❡❝❡ss✐t② ✏t♦ ❜r❡❛❦ ❞♦✇♥ t❤❡ ❢❛t❛❧ ❜❛rr✐❡r
♦❢ ♠✐str✉st✑✳ ■t ♦✛❡r❡❞ ▲❡♠♦②♥❡ t❤❡ ♦♣♣♦rt✉♥✐t② t♦ ❛s❦ ❛♥♦t❤❡r ②❡t ❡✈✐❞❡♥t q✉❡st✐♦♥ ✐♥
✿ ✏❍♦✇ t❤❡♥ ❛r❡ ✇❡ t♦ s❡t ❛❜♦✉t ❜r❡❛❦✐♥❣ ❞♦✇♥ t❤✐s ❜❛rr✐❡r❄✑ ✶✽✱ ❝♦❧✉♠♥s ❑ ❛♥❞ ❉
❚❤❡ ♣❡rs♦♥❛❧ ♣r♦♥♦✉♥ ✏✇❡✑ ♣♦ss✐❜❧② t❤❡ ♥❡✉tr❛❧ ✏♦♥❡✑ ♠❛② ✐♥❞✐❝❛t❡ ❤❡ ✇❛s ✐♥ t❤❡ ✜rst
♣❧❛❝❡ t❤✐♥❦✐♥❣ ♦❢ ✇❤❛t ❉♦♥ ❇♦s❝♦ ❛♥❞ ❤✐s ❙❛❧❡s✐❛♥s ❤❛❞ t♦ ❞♦✳✷✸✷ ❇❡s✐❞❡s✱ ✐t ❛♣♣❡❛rs
❢r♦♠ t❤❡ ✈❡r② ❛♥s✇❡r ✐♥ t❤❡ ❧❡tt❡r t♦ t❤❡ ②♦✉♥❣st❡rs✿ ✏❚♦ ②♦✉ ❛♥❞ ②♦✉r ❝♦✲✇♦r❦❡rs ❬✏
❡ ❛✐ t✉♦✐✑ ❪ ■ s❛②✿ ❏❡s✉s ❈❤r✐st ❜❡❝❛♠❡ ❤✐♠s❡❧❢ ❧✐tt❧❡ ✇✐t❤ t❤❡ ❧✐tt❧❡ ♦♥❡s ❛♥❞ ❜♦r❡ ♦✉r
♠✐s❡r✐❡ ✇❡❛❦♥❡ss❡s
✳✑ ✷✸✸
■t ✐s r❛t❤❡r str❛♥❣❡ t♦ ♠❡ t❤❛t t❤✐s ❛♥s✇❡r ❛♥❞ t❤✐s q✉♦t❛t✐♦♥ ✇❤✐❝❤ ✇❡r❡ ❜♦t❤ s♣❡❝✐❢✲
❛ t❡ ❡ ❛✐ t✉♦✐ ✐❝❛❧❧② ♠❡❛♥t ❢♦r ❉♦♥ ❇♦s❝♦ ❤✐♠s❡❧❢ ❬✏
✑ ❪ ❛♥❞ t❤❡ ❛❞✉❧ts ❬✏
✑ ❪✱ ❛r❡ ❢♦✉♥❞ ✐♥ t❤❡
❧❡tt❡r ♦❢ ▼❛② ✶✵ t♦ t❤❡ ❜♦②s✳ ■♥ t❤❡ s❛♠❡ ❧❡tt❡r ▲❡♠♦②♥❡ ✉♥❡①♣❡❝t❡❞❧② ❛❞❞❡❞ ❛ ♥❡✇
q✉♦t❛t✐♦♥✿ ✏❍❡ ❬❏❡s✉s❪ ❞✐❞ ♥♦t ❝r✉s❤ t❤❡ ❜r✉✐s❡❞ r❡❡❞ ♥♦r q✉❡♥❝❤ t❤❡ s♠♦✉❧❞❡r✐♥❣ ✢❛①✑✱
❛♥❞ ❛❧s♦ ❛ ♠♦r❛❧✐③✐♥❣ ❝♦♥❝❧✉s✐♦♥✿ ✏❍❡ ✐s ②♦✉r ♠♦❞❡❧✳✑ ✶✾✱ ❝♦❧✉♠♥ ❑❚❤❡ ❛❞❞✐t✐♦♥❛❧
❇ ❈ q✉♦t❛t✐♦♥✱ ✇❤✐❝❤ ❤❛❞ ❛♣♣❡❛r❡❞ ✐♥ ♥❡✐t❤❡r ♥♦r ✱ ❝♦♥t❛✐♥s ✇♦r❞s ❢r♦♠ t❤❡ ❜♦♦❦ ■s❛✐❛❤
✭■s✳ ✹✷✱ ✸✮ ❛❜♦✉t ❨❛❤✇❡❤✬s s❡r✈❛♥t✳ ■♥ ❤✐s ●♦s♣❡❧ ✭▼t✳ ✶✷✱ ✷✵✮ ▼❛tt❤❡✇ ❛♣♣❧✐❡❞ t❤❡
✇♦r❞s t♦ ❏❡s✉s ✐♥ ♦r❞❡r t♦ ❝❤❛r❛❝t❡r✐③❡ ❏❡s✉s✬ ♣❛t✐❡♥❝❡✱ ♣♦✇❡r ♦❢ ❡♥❞✉r❛♥❝❡ ✭r❡s✐❧✐❡♥❝❡✮
❛♥❞ ♣r♦❜❛❜❧② ❛❧s♦ ❤✐s ❝❧❡♠❡♥❝②✳ ❲✐t❤ t❤✐s q✉♦t❛t✐♦♥ ▲❡♠♦②♥❡ s❡❡♠s t♦ str❡♥❣t❤❡♥ t❤❡
✐❞❡❛ ♦❢ ✏❤❡ ❜♦r❡ ♦✉r ✇❡❛❦♥❡ss❡s✑ ♦r ✏❤❡ ❡♥❞✉r❡❞ ♦✉r ✇❡❛❦♥❡ss❡s✑✳ ■t ❛❧s♦ ❝♦♥t❛✐♥❡❞ ♥♦
❞♦✉❜t t❤❡ ❤✐♥t t❤❛t t❡❛❝❤❡rs ❛♥❞ ❛ss✐st❛♥ts ❤❛✈❡ t♦ ❧❡❛r♥ ❢r♦♠ ❏❡s✉s t♦ t♦❧❡r❛t❡ ✐♥ t✉r♥
t❤❡ ✢❛✇s✱ ❢❛✐❧✉r❡s ❛♥❞ s❤♦rt❝♦♠✐♥❣s ♦❢ ✉♥♣r❡❞✐❝t❛❜❧❡ ②♦✉♥❣st❡rs✳ ❚❤❡ ❛❞✉❧ts ❤❛✈❡ t♦
❜❡ ✇✐❧❧✐♥❣ t♦ ❞✐❧✉t❡ t❤❡ ✇✐♥❡✳ ❚❤❡② ✇✐❧❧ ♥♦r♠❛❧❧② ❤❛✈❡ ✉♥❞❡rst♦♦❞ t❤✐s ❜❡tt❡r t❤❛♥ t❤❡
❜♦②s ❞✉r✐♥❣ ❋r ❘✉❛✬s r❡❛❞✐♥❣ ♦❢ t❤❡ ❧❡tt❡r t♦ t❤❡ ②♦✉♥❣st❡rs ❜❡❢♦r❡ ❉♦♥ ❇♦s❝♦✬s r❡t✉r♥
✐♥ ❱❛❧❞♦❝❝♦✳
■t ✐s q✉✐t❡ r❡♠❛r❦❛❜❧❡ t❤❛t ▲❡♠♦②♥❡ ✐♥s❡rt❡❞ t❤✐s ✐♥str✉❝t✐♦♥ ❢♦r t❡❛❝❤❡rs✱ ❛ss✐st❛♥ts
❛♥❞ s✉♣❡r✐♦rs ✐♥t♦ ❛ ❧❡tt❡r t♦ t❤❡ ❜♦②s ✐♥ s✉❝❤ ❛ ✇❛②✳ ❚❤❡ q✉♦t❛t✐♦♥s ❛♣♣❡❛r ✐♥❞❡❡❞
q✉✐t❡ ✐s♦❧❛t❡❞ t❤❡r❡✳ ❆s ♣♦✐♥t❡❞ ♦✉t ❛❧r❡❛❞② t❤❡② ♠✐ss ✐♥ t❤✐s ❧❡tt❡r t❤❡ ❧✐♥❦ ✇✐t❤ t❤❡
✐♠♣♦rt❛♥t ✐❞❡❛ ♦❢ ❢❛♠✐❧✐❛r✐t②✱ ✇❤✐❝❤ ✐♥❞❡❡❞ ❞♦❡s ♥♦t t✉r♥ ✉♣ ❛t ❛❧❧ ✐♥ t❤❡ ❧❡tt❡r t♦ t❤❡
②♦✉♥❣st❡rs✳ ▼♦r❡♦✈❡r✱ ❛ ❝♦♥t❡①t t❤❛t ❝♦✉❧❞ ❝❧❛r✐❢② t❤❡ ♠❡❛♥✐♥❣ ❢♦r t❤❡ ❜♦②s ✐s ❧❛❝❦✐♥❣✳ ■♥
♦t❤❡r ✇♦r❞s✱ ♠♦t✐✈❛t✐♦♥ ❢♦r ✐♥❝❧✉❞✐♥❣ t❤❡ q✉♦t❡s ✐s ♠✐ss✐♥❣✳ ❖❢ ❝♦✉rs❡✱ ♦♥❡ ♠❛② s✉♣♣♦s❡
t❤❛t ✐♥ t❤❡ ❧❡tt❡r ✇❤✐❝❤ ✇❛s ❛❝t✉❛❧❧② ❞✐s♣❛t❝❤❡❞✱ ▲❡♠♦②♥❡✱ ♠❛②❜❡ t♦❣❡t❤❡r ✇✐t❤ ❉♦♥
❇♦s❝♦✱ ✇❛♥t❡❞ t♦ ❣✐✈❡ t❤❡ ❙❛❧❡s✐❛♥s ❛ t✐♣ ✇❤✐❝❤ ♦♥❧② t❤❡ ❛❞✉❧ts ❝♦✉❧❞ ✉♥❞❡rst❛♥❞✳ ❖♥❡
❝♦✉❧❞ ❢✉rt❤❡r ✇♦♥❞❡r ✇❤❡t❤❡r ❜♦t❤ ♦❢ t❤❡♠ ✇❛♥t❡❞ t♦ ❛✈♦✐❞ t❤❡ ✐♠♣r❡ss✐♦♥ ♦❢ ❜❧❛♠✐♥❣
♦♥❧② t❤❡ ❜♦②s ❛s ✐❢ t❤❡✐r ✏♠✐s❜❡❤❛✈✐♦✉r✑ ❝❛✉s❡❞ t❤❡ ♠❛❧❛✐s❡ ✐♥ ❱❛❧❞♦❝❝♦ ❛♥❞ ❛s ✐❢ ❝❤❛♥❣❡
♦❢ ❛tt✐t✉❞❡ ✇❡r❡ ♦♥❧② t♦ ❜❡ ❡①♣❡❝t❡❞ ❢r♦♠ t❤❡♠✳ ■t ✐s ♣♦ss✐❜❧❡✳ ❇✉t t❤❡♥ ❛❣❛✐♥ ✇❡ ✇♦✉❧❞
❤❛✈❡ t♦ s✉♣♣♦s❡ t❤❛t t❤❡ ❜♦②s ❝♦✉❧❞ s❡♥s❡ t❤❡ r❛♥❣❡ ♦❢ t❤❡ q✉♦t❛t✐♦♥s✳ ▼♦r❡♦✈❡r ✇❡ ❤❛✈❡
t♦ t❛❦❡ ✐♥t♦ ❛❝❝♦✉♥t t❤❛t ❛s ❢❛r ❛s t❤❡ r❡❛❞✐♥❣ ♦❢ t❤❡ ❧❡tt❡r ❣♦❡s✱ t❤✐s ❢r❛❣♠❡♥t ✇❛s ♥♦t
❡✈❡♥ r❡❛❞ ♦✉t ❜② ❋r ❘✉❛✳✷✸✹
❆❢t❡r t❤❡ ❞✐❣r❡ss✐♦♥ ✇❤✐❝❤ ■ ❤❛✈❡ ❡①♣❧❛✐♥❡❞✱ t❤❡ ❡❞✐t♦r ❞✐❞ ♥♦t ❤❛✈❡ ❛♥② ❜❡tt❡r s✇✐t❝❤✲
❑ ❇ ♦✈❡r ❜✉t t❤❡ q✉❡st✐♦♥ ♦❢ ✈❡rs✐♦♥ ✳ ❍❡ ❝♦✉❧❞ r❡♣❧❛❝❡ t❤❡ q✉❡st✐♦♥s ♦❢ ♠❛♥✉s❝r✐♣ts
✷✸✷❋r ❘✉❛ t❤♦✉❣❤t ✐t ✉s❡❢✉❧ t♦ ✐♥tr♦❞✉❝❡ t❤❡ ♣r♦♥♦✉♥ ✏ ✐♦✑ ✭■✮✳ ❇❘❆■❉❖✱ P✳✱ ▲❛ ❧❡tt❡r❛✳ ✳ ✳ ✱ ♣✳ ✹✸✴✈❛r✐❛♥t
♦♥ ❧✐♥❡ ✼✺✳
✷✸✸❇✉③③❡tt✐ ❞✐❞ ✉s❡ ✐♥❞❡❡❞ t❤❡ ❝♦♥✜❞❡♥t✐❛❧ ❢♦r♠ ♦❢ ✏②♦✉✑✳
✷✸✹❇❘❆■❉❖✱ P✳✲ ❆❘❊◆❆▲ ▲▲❆❚❆ ❘♦❣é❧✐♦✱ ❉♦♥ ●✐♦✈❛♥♥✐ ❇❛tt✐st❛ ▲❡♠♦②♥❡✳✳✳✱ ♣✳
✶✺✼✴✺✲✾✳
❈❢✳
❛❧s♦
❇■❊❙▼❆◆❙✱ ❘✳✱ ❉❡ ❜r✐❡❢ ❛❛♥ ❞❡ ❥♦♥❣❡♥s✳✳✳✱ ♣✳ ✷✻✳
✶✸✼

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❛♥❞ ❜② t❤❡ ♦♥❡ ❢r♦♠ t❤❡ ❧❡tt❡r t♦ t❤❡ ❜♦②s✳ ❚❤❡ s✉❜s❡q✉❡♥t ❡①♣❧❛♥❛t✐♦♥ ✐s ❛❣❛✐♥ ❛♥
❛❧♠♦st ❧✐t❡r❛❧ ❝♦♣② ♦❢ ♠❛♥✉s❝r✐♣t ✱ ❡✈❡♥ t❤❡ ♣❤r❛s❡ ✏✇✐t❤ t❤❡ ❧✐tt❧❡ ♦♥❡s✑✳ ❚❤❡ ❡❞✐t♦r
♥♦✇ ✐♥❞❡❡❞ s✐♠♣❧② ❝♦♣✐❡s t❤❡ ❡❧❛❜♦r❛t✐♦♥ s❛✈❡ ♦♥❡ ✐♠♣♦rt❛♥t ✈❛r✐❛♥t✳
❋♦r ❡①❛♠♣❧❡ ❤❡ s✉❜st✐t✉t❡s t❤❡ ✇♦r❞ ✏♠♦❞❡❧✑ ♦r ✐❞❡❛❧ ✐♠❛❣❡ ✭✐♥ ❛♥❞ ✮ ❜② ✏♠❛st❡r✑✳
P❡r❤❛♣s ❤❡ ❞✐❞ s♦ ✐♥ ♦r❞❡r t♦ ❜❡ ✐♥ ❝♦♥❝♦r❞❛♥❝❡ ✇✐t❤ ❏❡s✉s✬ st❛t❡♠❡♥t ✐♥ t❤❡ ●♦s♣❡❧
❛❝❝♦r❞✐♥❣ t♦ ❙t ❏♦❤♥✿ ✏❨♦✉ ❝❛❧❧ ♠❡ ▼❛st❡r ❛♥❞ ▲♦r❞✑ ✭❙t✳ ❏♦❤♥✱ ✶✸✱ ✶✸✮ ♦r st✐❧❧ ♠♦r❡
s♦ ✇✐t❤ t❤❡ ❧❡ss♦♥ ✐♥ ❙t✳ ▼❛tt❤❡✇✿ ✏❙✐♥❝❡ ②♦✉ ❤❛✈❡ ♦♥❧② ♦♥❡ ▼❛st❡r✳ ✳ ✳ ✮ ❨♦✉ ❤❛✈❡ ♦♥❧②
♦♥❡ ❚❡❛❝❤❡r✱ t❤❡ ❈❤r✐st✑ ✭❙t✳ ▼❛tt❤❡✇ ✷✸✱ ✽ ❛♥❞ ✶✵✮✳ ■t ✐s ♣♦ss✐❜❧❡ t❤♦✉❣❤ ❤❡ s✐♠♣❧②
♠❡❛♥t✿ t❤❡ tr✉❧② ❣♦♦❞ t❡❛❝❤❡r ✐s t❤❡ ♦♥❡ ✇❤♦ ❞♦❡s ♥♦t s♦❧❡❧② t❡❛❝❤ ❢r♦♠ ❤✐s ❧❡❝t✉r❡r✬s
❞❡s❦✱ ❜✉t s❡❡❦s ❝♦♥t❛❝t ❛♥❞ tr✐❡s t♦ ♠❡❡t ❤✐s ❛✉❞✐❡♥❝❡ ❛♥❞ t❤❡ ♣❡♦♣❧❡ ✇❤♦ ❧✐st❡♥ t♦
❤✐♠✱ ❛♥❞ ❝♦♥✈❡rs❡s ✇✐t❤ t❤❡♠✳ ❈♦♥s❡q✉❡♥t❧②✱ ❤❡ ✇✐❧❧ ✐❧❧✉str❛t❡ t❤❛t ✐♠♠❡❞✐❛t❡❧② ❜② t❤❡
t❡❛❝❤❡r✬s ❝♦♥❞✉❝t ❛s ❉♦♥ ❇♦s❝♦✬s ❤❡❛rt ❞❡s✐r❡❞ ✐t✳ ❇② ❢♦❧❧♦✇✐♥❣ t❤❡ t❡①t s♦ ❝❧♦s❡❧② ✐♥
t❤❡ ♠❡❛♥t✐♠❡✱ t❤❡ s❡❝♦♥❞ ■s❛✐❛❤ q✉♦t❛t✐♦♥ ♦♥ t❤❡ ❜r✉✐s❡❞ r❡❡❞ ❛♥❞ t❤❡ s♠♦✉❧❞❡r✐♥❣ ✢❛①
✐s ♥♦t ♠❡♥t✐♦♥❡❞✳ ❍♦✇❡✈❡r✱ ❤❡ ❞♦❡s ♠❡♥t✐♦♥ ■s❛✐❛❤✬s ✉tt❡r❛♥❝❡ ♦♥ ❨❛❤✇❡❤✬s s❡r✈❛♥t ✐♥
❤✐s t❡①t ❢♦r t❤❡ ❙❛❧❡s✐❛♥s ❧❛t❡r✳ ❘✐❣❤t❧② s♦ ❛s ✇✐❧❧ ❜❡❝♦♠❡ ❝❧❡❛r ❜❡❧♦✇✳
❊①❛♠♣❧❡s s❤♦✇✐♥❣ ♣r❛❝t✐❝❛❧❧② ✇❤❛t ❢❛♠✐❧✐❛r✐t② ❛♥❞ ♠❛❦✐♥❣ ♦♥❡s❡❧❢ ❧✐tt❧❡ ✇✐t❤ t❤❡
❧✐tt❧❡ ♦♥❡s ❝♦♥s✐st ♦❢ ✶✾✲✷✵
❆❧s♦ ❛❢t❡r✇❛r❞s ❤❡ ♣r❡s❡r✈❡s t❤❡ ❢✉rt❤❡r ❝♦♥s✐❞❡r❛t✐♦♥s ❢r♦♠ t❤❡ ❡❞✐t✐♦♥ ✇❤✐❝❤ ❇✉③③❡tt✐
✐s ❛❧❧♦✇❡❞ t♦ ♣✉t ❢♦r✇❛r❞ ✐♥ ❤✐s ❝♦♠♠❡♥t ♥♦✇✳ ❚❤❡② ❛r❡ ❡①❛♠♣❧❡s s❤♦✇✐♥❣ ♣r❛❝t✐❝❛❧❧②
✇❤❛t ❢❛♠✐❧✐❛r✐t② ❛♥❞ ❝♦♥s❡q✉❡♥t❧② ❜❡❝♦♠✐♥❣ ♦♥❡s❡❧❢ ❧✐tt❧❡ ✇✐t❤ t❤❡ ❧✐tt❧❡ ♦♥❡s ♠❛② ❝♦♥s✐st
♦❢✳
❚❤❡ t❡❛❝❤❡r ❛♥❞ t❤❡ ♣r❡❛❝❤❡r ✇❤♦ ❛❝t ✐♥ ❉♦♥ ❇♦s❝♦✬s s♣✐r✐t ✶✾
❚❤❡ ✜rst t✇♦ ✐❧❧✉str❛t✐♦♥s t♦✉❝❤ ❝❧♦s❡❧② ♦♥ t❤❡ ❢❛♠✐❧✐❛r✐t② t❤❡♠❡✳ ❚❤❡② ❛❧r❡❛❞② t✉r♥❡❞
✉♣ ✐♥ t❤❡ ✜rst ♠❛♥✉s❝r✐♣t ✭✮✳ ❚❤❡ ✜rst ❡①❛♠♣❧❡ ❝♦♥❝❡r♥s t❤❡ ❜❛s✐❝ ♣❡❞❛❣♦❣✐❝❛❧ ❛❝t✐✈✐t✐❡s
❛♥❞ t❤❡ s❡❝♦♥❞ ♦♥❡ t❤❡ ✐♠♠❡❞✐❛t❡ ♣❛st♦r❛❧ ❛❝t✐✈✐t✐❡s ♦❢ t❤❡ ❙❛❧❡s✐❛♥s✳
❆ ✜rst ❝♦♥tr❛st ❡✈♦❦❡s t❤❡ ✐♠❛❣❡ ♦❢ ❛ t❡❛❝❤❡r ✇❤♦ r❡❛❧❧② ✇♦r❦s ❛♥❞ ❧✐✈❡s ❛s ❛ t❡❛❝❤❡r ✐♥
❉♦♥ ❇♦s❝♦✬s s♣✐r✐t ❛s ♦♣♣♦s❡❞ t♦ ♦♥❡ ✇❤♦ ❞♦❡s ♥♦t✳ ❚❤❡ ✜rst ♦♥❡ ❧♦♦❦s ❛❢t❡r ❤✐s t❡❛❝❤✐♥❣
❜✉t ❞♦❡s ♥♦t ❝❛r❡ ❛❜♦✉t ❤✐s ♣✉♣✐❧s ♦✉ts✐❞❡ t❤❡ ❝❧❛ssr♦♦♠✳ ❍❡ ❞♦❡s ♥♦t s❤❛r❡ t❤❡✐r ❧✐✈❡s
♦r t❤❡✐r ❝❤♦✐❝❡ ♦❢ ♣❛st✐♠❡s✳ ❚❤❡ s❡❝♦♥❞ ♦♥❡ ❤❛s ❣♦t ❛♥ ❡②❡✱ ❛♥ ❡❛r ❛♥❞ ❛ ❤❡❛rt ❢♦r ❤✐s
❜♦②s ✐♥ t❤❡ ♣❧❛②❣r♦✉♥❞ t♦♦✳ ❍❡ t❛❦❡s t❤❡ ✐♥✐t✐❛t✐✈❡ t♦ ❣♦ t♦ t❤❡ ♣✉♣✐❧s ❛♥❞ t♦ ♠❡❡t t❤❡♠❀
❤❡ t❛❧❦s s♣♦♥t❛♥❡♦✉s❧② ❛♥❞ ❥♦✈✐❛❧❧② ✇✐t❤ t❤❡♠ ❛♥❞ t❛❦❡s ♣❛rt ✐♥ t❤❡✐r r❡❝r❡❛t✐♦♥✳
■♥ t❤❡ ❜✐♦❣r❛♣❤✐❡s ♦❢ ❤✐s ❜♦②s ❛♥❞ ✐♥ ❤✐s ♣❡rs♦♥❛❧ ▼❡♠♦✐rs ♦❢ t❤❡ ❖r❛t♦r② ❤❡ ♣✉r♣♦s❡❧②
♣❛✐❞ ❣r❡❛t ❛tt❡♥t✐♦♥ t♦ t❤❡ ❡❧❛❜♦r❛t✐♦♥ ♦❢ ♠❡❡t✐♥❣s ❛♥❞ ❞✐❛❧♦❣✉❡s ✇✐t❤ ②♦✉♥❣st❡rs✳ ❆
t❡❛❝❤❡r✱ ❛♥ ❛ss✐st❛♥t✱ ❛ s✉♣❡r✐♦r ❢♦❧❧♦✇✐♥❣ ❉♦♥ ❇♦s❝♦✬s ❤❡❛rt s❤♦✉❧❞ ♠✐① ❛♥❞ ♠♦✈❡ ✇✐t❤
t❤❡♠ ♦♥ t❤❡✐r ❧❡✈❡❧ ❛♥❞ ❜❡❤❛✈❡ ✏❧✐❦❡ ❛♥ ❡❧❞❡r ❜r♦t❤❡r✳✑ ❍❡ ♠❛② ❜❡ ❝♦♥s✐❞❡r❡❞ ♦r ❡①♣❡✲
r✐❡♥❝❡❞ ✏❛s ❛ ❜r♦t❤❡r✑ ❜② ❤✐s ❜♦②s✳ ▼❛♥✉s❝r✐♣ts ❛♥❞ r❡♥❞❡r ❉♦♥ ❇♦s❝♦✬s ❞❡s✐r❡s
❡✈❡♥ ♠♦r❡ ❡①❛❝t✳ ❇② ❤✐s ❝♦♥❞✉❝t t❤❡ t❡❛❝❤❡r ✏❜❡❝♦♠❡s ❛ ❜r♦t❤❡r✑ ✭✮✱ ❡✈❡♥ ❛ ✏r❡s♣❡❝t❡❞
❜r♦t❤❡r✑ ✭✮✳ ❇♦t❤ ❡❧❡♠❡♥ts✱ ♥❡❛r♥❡ss ❛♥❞ ❛ ❝❡rt❛✐♥ ❞✐st❛♥❝❡✱ ❛✉t❤♦r✐t② ❛♥❞ ❛✛❡❝t✐♦♥ ❛r❡
♣r❡s❡♥t t♦❣❡t❤❡r✳ ❆❢t❡r r❡❛❞✐♥❣ t❤❡ ✐♥s❡rt✐♦♥ ✐t ✐s ♥♦t ❝❧❡❛r ❛t ❛❧❧ ✇❤② ●✳❇✳ ▲❡♠♦②♥❡ ❤❛s
✇❡❛❦❡♥❡❞ ♦r ❝❤❛♥❣❡❞ ✐♥ t❤❡ ♦r✐❣✐♥❛❧ ✈❡rs✐♦♥s ♦❢ ❛♥❞
❆ s❡❝♦♥❞ ❝♦♥tr❛st ❝♦♠♣❛r❡s t❤❡ ♣r✐❡st✲❡❞✉❝❛t♦r str✐❝t❧② ✐♥ ❤✐s ❢✉♥❝t✐♦♥ ❛s ❛ ♣r♦❝❧❛✐♠❡r
♦❢ ❢❛✐t❤ ♦♥ t❤❡ ♦♥❡ ❤❛♥❞ ❛♥❞ t❤❡ ♣r❡❛❝❤❡r ♦r ❝❛t❡❝❤✐st ♦♥ t❤❡ ♦t❤❡r✱ ✇❤♦ ❤❛s ❝♦♥t❛❝t
✶✸✽

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✇✐t❤ ②♦✉♥❣st❡rs ❛❧s♦ ♦✉ts✐❞❡ t❤❡ ❝❤✉r❝❤✱ ♣❛rt✐❝✉❧❛r❧② ❞✉r✐♥❣ t❤❡✐r ❧❡✐s✉r❡ t✐♠❡✳ ❚❤❡
❧❛tt❡r ❝♦♥s✐❞❡rs t❤❡ r❡❝r❡❛t✐♦♥ ❛♥❞ ♣❧❛②❣r♦✉♥❞ ❛♥ ❡ss❡♥t✐❛❧ t✐♠❡ ❛♥❞ ♣❧❛❝❡ ♦❢ ❝♦♥t❛❝t✱
❥♦✈✐❛❧ ✐♥t❡r❛❝t✐♦♥ ❛♥❞ s❤♦✇✐♥❣ ✐♥t❡r❡st ✐♥ ✇❤❛t ❝❛♣t✉r❡s t❤❡ ②♦✉♥❣st❡rs✬ ✐♥t❡r❡st✳ ❍❡
❥♦✐♥s ✐♥ ✇✐t❤ t❤❡ ❜♦②s✳ ❍❡ t❛❧❦s ✇✐t❤ t❤❡♠✳ ❍❡ s♦♠❡t✐♠❡s ❣✐✈❡s ❛ ♣❡rs♦♥❛❧ ❡♥❝♦✉r❛❣✐♥❣
♦r ❝♦rr❡❝t✐♥❣ ✇♦r❞✳ ❚❤✉s ✏❤❡ ❣✐✈❡s ❛ s✐❣♥✑ ✭✮✱ ✐✳❡✳ t❤❛t ❤❡ ❧✐❦❡s ❜❡✐♥❣ ✇✐t❤ t❤❡♠✳ ❍❡
s❤♦✇s ❤❡ ❧♦✈❡s t❤❡♠ ❜② t❛❦✐♥❣ ♣❛rt ✐♥ ❛♥ ✐♥t❡r❡st❡❞ ✇❛②✳ ❍❡ ✐s t❤❡ ♦♥❡ ✇❤♦ s❤♦✇s t❤❡✐r
❣❛♠❡s ❛♥❞ s♦ t❤❡② t❤❡♠s❡❧✈❡s ❛r❡ ✇♦rt❤ ✇❤✐❧❡ t♦ ❤✐♠✳
■♥ t❤✐s ✇❛② ❉♦♥ ❇♦s❝♦✬s st❛t❡♠❡♥t ❛t t❤❡ ❡♥❞ ♦❢ t❤❡ ◆♦✈❡♠❜❡r ✶✽✽✷ ♠❡❡t✐♥❣ ✐s ❝♦♥✲
✜r♠❡❞ ✐♥ t❤❡ ❝♦♥❞✉❝t ♦❢ t❤❡ t✇♦ ♠♦❞❡❧s✳ ❚❤❛t ✐s✱ ✇❤❡♥ ❤❡ s❛✐❞ ✇❤❛t ❤❛s ❜❡❡♥ q✉♦t❡❞
✐♥ t❤❡ ✜rst ❝❤❛♣t❡r✱ ❛♥❞ ❛❧s♦ ❜❡❢♦r❡✿ ✏❲❤❡♥ ❛ t❡❛❝❤❡r ✐s ❛♥ ❛ss✐st❛♥t ✐♥ ❢✉♥❝t✐♦♥✱ ❤❡ ✐s
❛ s✉♣❡r✐♦r ❢♦r t❤❡ ❜♦②s✳ ❲❤❡♥ ❤❡ ✐s ♥♦t ✐♥ ❢✉♥❝t✐♦♥ ❛♥②♠♦r❡✱ ❤❡ ❤❛s t♦ ❜❡ ❛ ❢r✐❡♥❞ ❛♥❞
❢❛t❤❡r ❢♦r t❤❡ ❜♦②s✳✑ ❬s❡❡ ❝❤❛♣t❡r ✶❪
❚❤❡ ❝❤❛r❛❝t❡r✐st✐❝ ✏✇♦r❞ ✐♥ t❤❡ ❡❛r✑ ♦❢ ❉♦♥ ❇♦s❝♦ ✶✾✲✷✵
❲❤❡♥ ❇✉③③❡tt✐ s❛②s ✏❛ ❢❡✇ ✇♦r❞s ✇❤✐s♣❡r❡❞ ✉♥❡①♣❡❝t❡❞❧② ✐♥ t❤❡ ❡❛r✑✱ ❤❡ ♦❜✈✐♦✉s❧② ❛❧❧✉❞❡s
t♦ ❉♦♥ ❇♦s❝♦✬s s♦ ❞❡❛r ❛♥❞ t②♣✐❝❛❧ ✏✇♦r❞ ✐♥ t❤❡ ❡❛r✑✳ ❚❤✐s ❛❧❧✉s✐♦♥ ✐s ❛♥ ♦♣♣♦rt✉♥✐t② ❢♦r
❛ ♥❡✇ r❡❢❡r❡♥❝❡ t♦ ❉♦♥ ❇♦s❝♦✬s ♠♦❞❡❧ ❝♦♥❞✉❝t✳
❇✉③③❡tt✐ st❛rts ❜② ❡✈♦❦✐♥❣ ♠❡♠♦r✐❡s ♦❢ t❤❡ ✐♠♣❛❝t ♦❢ t❤❡ ✇♦r❞ ✐♥ t❤❡ ❡❛r✳ ❚❤❡ ♣❡rs♦♥❛❧
❝♦♥t❛❝t ❛♥❞ ❧✐tt❧❡ ✇♦r❞ ❜② ❉♦♥ ❇♦s❝♦ ❞✉r✐♥❣ r❡❝r❡❛t✐♦♥ ❤❛✈❡ ♠♦r❡ t❤❛♥ ♦♥❝❡ ❜❡❡♥ t❤❡
st❛rt✐♥❣ ♣♦✐♥t ♦❢ ❛♥ ✐♠♣♦rt❛♥t t✉r♥❛r♦✉♥❞ ❛♥❞ ❝♦♥✈❡rs✐♦♥ ✐♥ ❛ ❜♦②✬s ❧✐❢❡✳ ▼❛❣♦♥❡✬s ❛♥❞
❇❡s✉❝❝♦✬s ❜✐♦❣r❛♣❤✐❡s t❡st✐❢② t♦ ✐t✳ ■♥ ✶✽✽✵ ❉♦♥ ❇♦s❝♦ t♦❧❞ ♣❛st ♣✉♣✐❧s ✇❤♦ ❤❛❞ ❜❡❝♦♠❡
❞✐♦❝❡s❛♥ ♣r✐❡sts ✐♥ ❛ t♦✉❝❤✐♥❣ ✇❛② ❛❜♦✉t ❛ ♠❡❡t✐♥❣ ❤❡✬❞ ❤❛❞ ❛ ❢❡✇ ✇❡❡❦s ❜❡❢♦r❡✳ ❆ ♣❛st
♣✉♣✐❧✱ ❛ ❝❛♣t❛✐♥ ✐♥ t❤❡ ❛r♠②✱ ❤❛❞ ❝♦♠❡ t♦ s❡❡ ❤✐♠✳ ■♥ t❤❡ ❝♦✉rs❡ ♦❢ t❤❡ ❝♦♥✈❡rs❛t✐♦♥
❤❡ s❛✐❞✿ ✏❙❡❡✐♥❣ ②♦✉ ❉♦♥ ❇♦s❝♦r❡♠✐♥❞❡❞ ♠❡ ♦❢ ❛❧❧ t❤❡ tr✐❝❦s ②♦✉ ✉s❡❞ t♦ ❦❡❡♣ ♠❡
♦♥ t❤❡ r✐❣❤t ♣❛t❤✿ t❤❡ ✇♦r❞s ②♦✉ ✉s❡❞ t♦ ✇❤✐s♣❡r ✐♥ ♠② ❡❛r✱ ❛♥❞ ②♦✉r ❡①❤♦rt❛t✐♦♥s t♦
❣♦ t♦ ❝♦♥❢❡ss✐♦♥✳ ❚❤❡s❡ ♠❡♠♦r✐❡s ❤❛✈❡ ❦✐♥❞❧❡❞ t❤❡ ❞❡s✐r❡ ✐♥ ♠② ❤❡❛rt ❛♥❞ ♣r♦♠♣t❡❞
♠❡ t♦ ❞♦ ✐t ♥♦✇✳✑ ❈♦♥❝❧✉❞✐♥❣✱ ❉♦♥ ❇♦s❝♦ t♦❧❞ t❤❡ ♣r✐❡sts✿ ✏■ str❡ss ❛❣❛✐♥✱ ♥❡✈❡r ❢♦r❣❡t
❧♦✈✐♥❣ ❦✐♥❞♥❡ss✿ ✇✐♥ ♦✈❡r t❤❡ ❜♦②s✬ ❤❡❛rts t❤r♦✉❣❤ ❧♦✈❡ ❬❛♠♦r❡❪✳ ❆❧✇❛②s ❜❡❛r ✐♥ ♠✐♥❞
t❤❡ ♠❛①✐♠ ♦❢ ❙t✳ ❋r❛♥❝✐s ❞❡ ❙❛❧❡s✱ ✏▼♦r❡ ✢✐❡s ❛r❡ ❝❛✉❣❤t ✇✐t❤ ❛ ❝✉♣ ♦❢ ❤♦♥❡② t❤❛♥
✇✐t❤ ❛ ❜❛rr❡❧ ♦❢ ✈✐♥❡❣❛r✳✑ ✷✸✺ ❚❤❡② t♦♦ s❤♦✉❧❞ ♥♦t t❤✐♥❦ t❤❡✐r ♠✐ss✐♦♥ ✇❛s ❛❝❝♦♠♣❧✐s❤❡❞
❜② t❡❛❝❤✐♥❣ ❝❛t❡❝❤✐s♠ ❛♥❞ ♣r❡❛❝❤✐♥❣✳ ❚❤❡② t♦♦ ♥❡❡❞❡❞ t♦ ❝♦♠♣r❡❤❡♥❞ t❤❛t ♣❡rs♦♥❛❧
❝♦♥t❛❝t ❛♥❞ t❛❧❦s ✇❡r❡ ✐♥✈❛❧✉❛❜❧❡✳ ●✳ ❇✉③③❡tt✐ ❤✐♠s❡❧❢ ✇❛s ✈❡r② ❧✐❦❡❧② t♦ ❝❤❡r✐s❤ s✉❝❤
✈❡r② ❞❡❛r ♠❡♠♦r✐❡s✳
❆♥♦t❤❡r ❡❧❡♠❡♥t ♦❢ r❡❢❡r❡♥❝❡ ❝❛♥ ❜❡ ❧✐♥❦❡❞ t♦ t❤❡ ❡①♣❡r✐❡♥❝❡ ♦❢ ❝♦♥t❛❝t ❛♥❞ ✇♦r❞ ❛s ❛♥
❡①♣r❡ss✐♦♥ ♦❢ ❛✛❡❝t✐♦♥ ❛♥❞ ❝♦♥s❡q✉❡♥t❧② ❛s ❛r♦✉s✐♥❣ r❡❝✐♣r♦❝❛❧ ❛✛❡❝t✐♦♥✳ ■♥ ♠❛♥✉s❝r✐♣t
t❤✐s r❡❝✐♣r♦❝❛❧ ❝♦♥✜❞❡♥t✐❛❧ ❛✛❡❝t✐♦♥ ✐s ♥♦t✐❝❡❛❜❧❡ ✐♥ t❤❡ ✉s❡ ♦❢ t❤❡ ♣❡rs♦♥❛❧ ♣r♦♥♦✉♥
❵t✉ ✬✱ ✇❤✐❝❤ ✇❛s s✉❜st✐t✉t❡❞ ❜② t❤❡ r❡✈❡r❡♥t✐❛❧ ♦r ❞✐st❛♥t ❵▲❡✐ ✬ ✐♥ t❤❡ ♦✣❝✐❛❧ ♠❛♥✉s❝r✐♣t
✳ ■♥ ♦r❞❡r t♦ ❡①♣❧❛✐♥ t❤❡ r❛❞✐❝❛❧ ✐♠♣❛❝t ♦❢ t❤❡ ✐♥❞✐✈✐❞✉❛❧✐③❡❞ ✇♦r❞ ✐♥ t❤❡ ❡❛r✱ t❤❡ ❡❞✐t♦r
t❛❦❡s ✉♣ ❛❣❛✐♥ t❤❡ st❛t❡♠❡♥t ❢r♦♠ ✇❤✐❝❤ ✇❛s ❡❧❛❜♦r❛t❡❞ ✐♥ ✿ ✏❖♥❡ ✇❤♦ ❦♥♦✇s ❬✇❤♦
r❡❛❧✐③❡s✱ ✐s ❛✇❛r❡ ♦❢❪ ❤❡ ✐s ❧♦✈❡❞✱ ❧♦✈❡s ✐♥ r❡t✉r♥ ❛♥❞ ♦♥❡ ✇❤♦ ✐s ❧♦✈❡❞✱ ♦❜t❛✐♥s ❡✈❡r②t❤✐♥❣✱
✷✸✺
▼❇ ❳■❱✱ ♣✳ ✺✶✹❀ ❊▼❇ ❳■❱✱ ✹✵✹✳ ❈❢✳ ❛❧s♦ ❢♦♦t♥♦t❡s ✶✼✸ ❛♥❞ ✷✷✸ ✐♥ t❤✐s ❝❤❛♣t❡r✳
✶✸✾

14.10 Page 140

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s❛ ❡s♣❡❝✐❛❧❧② ❢r♦♠ t❤❡ ②♦✉♥❣✳✑ ✷✸✻ ✷✵✏❦♥♦✇s✑ ✐s t❤❡ tr❛♥s❧❛t✐♦♥ ♦❢ t❤❡ ■t❛❧✐❛♥ ✏ ✑ ♦❢ t❤❡ ✈❡r❜
s❛♣❡r❡
✑✳ ■♥ ❛♥ ❡❛r❧✐❡r ♣❛rt ♦❢ ❤✐s ❝♦♠♠❡♥t ❇✉③③❡tt✐ s❛✐❞ t❤❡ ❜♦②s t❤❡♠s❡❧✈❡s ✏s❤♦✉❧❞
❝♦♥♦s❝❛♥♦ ❜❡ ❛❜❧❡ t♦ ✉♥❞❡rst❛♥❞✱ r❡❛❧✐③❡ ♦r ❣r❛s♣
t❤❛t t❤❡② ❛r❡ ❧♦✈❡❞✳ ✶✸■♥ t❤❡
♦r✐❣✐♥❛❧ t❡①t ✐t s❛✐❞ ✏❝❤❡ ❝♦♥♦s❝❛♥♦✑ ❢r♦♠ t❤❡ ✈❡r❜ ✏❝♦♥♦s❝❡r❡✑✳ ❇♦t❤ ✇♦r❞s s❛♣❡r❡ ❛♥❞
❝♦♥♦s❝❡r❡s❡❡♠ t♦ r❡❢❡r t♦ ❛ ❝❡r❡❜r❛❧ ❛❝t✐✈✐t②✿ ✉♥❞❡rst❛♥❞✱ ❦♥♦✇✱ ❣r❛s♣✱ r❡❛❧✐③❡✳ ❚❤❡
r❡st ♦❢ t❤❡ ❝♦♥✈❡rs❛t✐♦♥ ❤♦✇❡✈❡r ❝❧❡❛r❧② s❤♦✇s t❤❡r❡ t❤❛t ❇✉③③❡tt✐ ✇❛s t❤✐♥❦✐♥❣ ♦❢ ♠♦r❡
♦r s♦♠❡t❤✐♥❣ ❝♦♠♣❧❡t❡❧② ❞✐✛❡r❡♥t ❢r♦♠ ✏❤❛✈❡♥✬t t❤❡② ❣♦t t❤❡ ❧✐❣❤t ♦❢ ✐♥t❡❧❧✐❣❡♥❝❡✑✱ ✇♦r❞s
✉s❡❞ ❜② ❉♦♥ ❇♦s❝♦ ❜❡❢♦r❡✳
❇❡s✐❞❡s✱ ❜♦t❤ ❇✉③③❡tt✐✬s st❛t❡♠❡♥ts ❡✈♦❦❡ t❤❡ ♠❡♠♦r② ♦❢ t❤❡ ❝♦♥❝❧✉s✐♦♥s ♦❢ ❱❛❧❢rè✬s
❝♦♥s✐❞❡r❛t✐♦♥s✳ ❈♦rr❡s♣♦♥❞✐♥❣ ✇✐t❤ ❛ ♣r❡✈✐♦✉s❧② ❝♦♣✐❡❞ ♣❛rt ❢r♦♠ ❇r❛✐❞♦✱ ❈ ♣✳✹✵✴✶✸✼
❱❛❧❢rè ❝♦✉❧❞ st❛t❡ ✐♥ ❝♦♥❝❧✉s✐♦♥ t❤❛t t❤❡ ❜♦②s ✏✇✐❧❧ ❞♦ ❡✈❡r②t❤✐♥❣ t❤❡② ❛r❡ ❛s❦❡❞ ❜② ♦♥❡
❬t❡❛❝❤❡r✱ s✉♣❡r✐♦r ♦r ❛ss✐st❛♥t❪ ♦❢ ✇❤♦♠ t❤❡② ❛r❡ s✉r❡ ❤❡ ❧♦✈❡s t❤❡♠✳✑ ❆❧s♦ t❤❡ ✇♦r❞✐♥❣
❝♦♥♦s❝❡r❡ ✏t❤❡② ❛r❡ s✉r❡✑ s✉❣❣❡sts t❤❛t t❤❡r❡ ✐s ❛ ❞❡❡♣❡r ❞✐♠❡♥s✐♦♥ t♦ t❤❡ ✇♦r❞s ✏
✑ ❛♥❞
s❛♣❡r❡
✑✳ ❲❤❡♥ ✐t ❝♦♠❡s ❞♦✇♥ t♦ ❧♦✈❡✱ ❝❡rt❛✐♥t② ❡♠❡r❣❡s ♥♦ ❞♦✉❜t ❜❡❝❛✉s❡ ②♦✉ ❝♦♠✲
♣r❡❤❡♥❞ t❤❛t ❡✈❡r②t❤✐♥❣ s♦♠❡♦♥❡ ❞♦❡s ✐s ❞♦♥❡ ❢♦r ②♦✉r ✇❡❧❢❛r❡✳ ❚❤✐s ♣❡rs♦♥✬s ❡✛❡❝t✐✈❡✱
❛❝t✐✈❡ ❛✛❡❝t✐♦♥ ❝❛♥ ❜❡ ♥♦t✐❝❡❞✳ ■t ❝❛♥ ❜❡ r❛t✐♦♥❛❧❧② ❞❡❞✉❝❡❞ ❢r♦♠ t❤❡ ❛❝ts ❜❡✐♥❣ ❞♦♥❡
t♦ ♦♥❡✬s ❜❡♥❡✜t✳ ❈❡rt❛✐♥t② ❡♠❡r❣❡s ❛s ✇❡❧❧✱ ✐❢ ♥♦t ♠♦r❡✱ ❜② ♣❡r❝❡✐✈✐♥❣ s✐❣♥s ♦❢ tr✉st
❛♥❞ ❛♣♣r❡❝✐❛t✐♦♥ ❢♦r ✇❤♦ ❛♥❞ ✇❤❛t ②♦✉ ❛r❡✱ s✐❣♥s ♦❢ ❜❡✐♥❣ ❧♦✈❡❞✱ ❛♥❞ ❛❧s♦ ❜② ❢❡❡❧✐♥❣
t❤❡ ✉♥❞❡r❧②✐♥❣ ♠♦✈✐♥❣ ❛✛❡❝t✐✈❡ ❧♦✈❡✳ ❚❤✐s ❛✛❡❝t✐✈❡ ❧♦✈❡ ✐s ❛♠♦♥❣ ♦t❤❡r ✇❛②s✱ s❤♦✇♥ ❜②
t❤❡ s②♠♣❛t❤❡t✐❝ t❡❛❝❤❡r✱ ❡❞✉❝t♦r✬s ❜r♦t❤❡r❧② ✇❛② ♦❢ ❜❡✐♥❣ ♦♥ ❢❛♠✐❧✐❛r t❡r♠s ❛♥❞ ❜② t❤❡
✐♥t❡r❡st❡❞ ♣r✐❡st ❛♥❞ ♣r❡❛❝❤❡r ✇❤♦ ✐s ✐♥ ❝♦♥st❛♥t ❞✐❛❧♦❣✉❡ ✇✐t❤ t❤❡ ②♦✉♥❣st❡rs✳ ❚❤❛t ✐s
❛✈✈❡rt✐r❡ ✇❤② ❋r ❏✳ ❱❡❝❝❤✐ ❥✉st✐✜❛❜❧② ✉s❡❞ t❤❡ ✈❡r❜ ✏
✑ ✐♥ ❤✐s r❡✢❡❝t✐♦♥s ✐♥ ✶✾✾✾ ♦♥ ❱❛❧✲
❆✈✈❡rt✐r❡ ❢rè✬s st❛t❡♠❡♥t✳ ✏
✑ ✐♥❞❡❡❞ ♠❡❛♥s ✏t♦ ❢❡❡❧✱ ♣❡r❝❡✐✈❡✱ s❡♥s❡✱ ❡①♣❡r✐❡♥❝❡✳✑ ✷✸✼ ❚❤✐s
♠❡❛♥s✿ t♦ ❡①♣❡r✐❡♥❝❡ ❡①✐st❡♥t✐❛❧❧②✳ ❋♦❧❧♦✇✐♥❣ t❤❡ s❛♠❡ tr❛✐♥ ♦❢ t❤♦✉❣❤t ✇❡ ❝❛♥ ✐♥t❡r♣r❡t
❝♦♥♦s❝❡r❡✑ ❛♥❞ ✏s❛♣❡r❡✑ ✐♥ ❛ ❜r♦❛❞❡r ❛♥❞ ❞❡❡♣❡r s❡♥s❡✳ ✏❈♦♥♦s❝❡r❡✑ ❛♥❞ ✏s❛♣❡r❡✑ s❤♦✉❧❞
♥♦t ❜❡ r❡❛❞ ❤❡r❡ ❛s ✏t♦ ❦♥♦✇ r❛t✐♦♥❛❧❧②✱ t♦ r❡❛❧✐③❡✱ r❡❝♦❣♥✐③❡✳✑
❆❧s♦ t❤❡ ❝♦♥t✐♥✉❛t✐♦♥ ♦❢ ❇✉③③❡tt✐✬s st❛t❡♠❡♥t ✲ ✏❛♥❞ ♦♥❡ ✇❤♦ ✐s ❧♦✈❡❞✱ ❝❛♥ ♦❜t❛✐♥
❡✈❡r②t❤✐♥❣✱ ❡s♣❡❝✐❛❧❧② ❢r♦♠ t❤❡ ②♦✉♥❣✑ ✕ ❧✐♥❦s ✉♣ ✇✐t❤ ❱❛❧❢rè✬s ✇♦r❞s✳ ■t ✐s ❛ r❡♣❡t✐t✐♦♥
♦❢ ❱❛❧❢rè✬s ❝♦♥❝❧✉s✐♦♥ ♦♥ t❤❡ ✇✐❧❧✐♥❣♥❡ss ♦❢ ❜♦②s ✇❤♦ ✏❛r❡ s✉r❡✑ ❡❞✉❝❛t♦rs✱ t❡❛❝❤❡rs✱
❛ss✐st❛♥ts ❛♥❞ s✉♣❡r✐♦rs ❧♦✈❡ t❤❡♠✳ ■t ✐s ♣r❡❝✐s❡❧② s♦ ❜❡❝❛✉s❡ ✏✐♥ r❡❝r❡❛t✐♦♥ t✐♠❡✑ t❤❡②
❤❛✈❡ ❛ ❝♦♥✜❞❡♥t✐❛❧✱ s♣♦♥t❛♥❡♦✉s✱ ❛✛❛❜❧❡✱ ❦✐♥❞ ❛♥❞ ✐♥t❡r❡st❡❞ ❝♦♥t❛❝t ✇✐t❤ t❤❡♠✳
P♦s✐t✐✈❡ ❡✛❡❝ts ♦❢ r❡❝✐♣r♦❝❛❧ ❛✛❡❝t✐♦♥ ❛♥❞ ❝♦♥✜❞❡♥❝❡ ✷✵
■♥ t❤❡ ❢♦❧❧♦✇✐♥❣ ♣❛r❛❣r❛♣❤s ❇✉③③❡tt✐✬s ❝♦♠♠❡♥t t❛❦❡s ✉♣ ❛ ❝♦✉♣❧❡ ♦❢ ❡❧❡♠❡♥ts ❛❣❛✐♥ ❢r♦♠
❱❛❧❢rè✬s r❡✢❡❝t✐♦♥s ♦♥ ✏❢❛♠✐❧✐❛r✐t②✑✱ ✐✳❡✳ t❤❡ ❝♦♥♥❡❝t✐♦♥ ✇✐t❤ ❛✛❡❝t✐♦♥ ❛♥❞ tr✉st ❛♥❞ ✐ts
❜❡♥❡✜❝✐❛❧ ❡✛❡❝ts✳
✷✸✻❙t ❋r❛♥❝✐s ❞❡ ❙❛❧❡s ✇r♦t❡✿ ✏■❢ s♦♠❡❜♦❞② ❦♥♦✇s t❤❛t ❤❡ ✐s ❧♦✈❡❞✱ ❤❡ ❢❡❡❧s st✐♠✉❧❛t❡❞ t♦ ❧♦✈❡ r❡❝✐♣r♦❝❛❧❧②✳✑
✭❋❘❆◆❈❖■❙ ❉❊ ❙❆▲❊❙✱ ❚r❛✐té ❞❡ ❧✬❛♠♦✉r ❞❡ ❉✐❡✉✱ P❛r✐s✱ ▼♦♥❛stèr❡ ❞❡ ❧❛ ❱✐s✐t❛t✐♦♥✱ ✶✾✾✺✱ ▲✐✈r❡
❱■■✱ ❝❤✳ ❱■■■✱ ♣✳ ✸✵✺✳ ❉♦♥ ❇♦s❝♦ ♦r ●✳❇✳ ▲❡♠♦②♥❡ ♦r ❜♦t❤ ♠❛② ❤❛✈❡ ❦♥♦✇♥ t❤❡ t❡①t✳ ■♥ ❋r❡♥❝❤
✐t s❛②s✿ ✏❙✐ ✉♥ ❤♦♠♠❡ s❛✐t ❞✬êtr❡ ❛✐♠é✳✑ ■♥ t❤❛t ❝♦♥t❡①t ❉♦♥ ❇♦s❝♦ ✉s❡❞ t❤❡ ✈❡r❜s ✏ s❛♣❡r❡✑ ❛♥❞
❝♦♥♦s❝❡r❡✑ s❡✈❡r❛❧ t✐♠❡s✳ ❚❤❡ t❡①t ♦❢ t❤❡ ❈♦♥st✐t✉t✐♦♥s ❛♥❞ ❘❡❣✉❧❛t✐♦♥s ✭♣✳ ✷✺✾✮ ❤❛s ❜❡❡♥ r❡✲
tr❛♥s❧❛t❡❞ ♦♥ ❛❝❝♦✉♥t ♦❢ t❤❡ ♣❛ss✐✈❡ ❢♦r♠ ✐♥ ■t❛❧✐❛♥✿ ✏ ❝❤✐ è ❛♠❛t♦✑✳
✷✸✼❉♦♥ ❇♦s❝♦ ❝✐ ♣❛r❧❛ ❞✐ ❡❞✉❝❛③✐♦♥❡✱ ✭❛ ❝✉r❛ ❞✐ ●✳ ❇✳ ❇♦s❝♦✮✱ ❚✉r✐♥✱ ❊❧❧❡❞✐❝✐✱ ✶✾✾✾✱ ♣✳ ✹✺✳
✶✹✵

15 Pages 141-150

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15.1 Page 141

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■♥ t❤❡ ♥❡①t ♣❛rt ♦❢ t❤❡ t❡①t r❡❝✐♣r♦❝❛❧ ❛✛❡❝t✐♦♥ ❛♥❞ tr✉st ❛r❡ ❥✉①t❛♣♦s❡❞✳ ❇② ✉s✐♥❣
t❤❡ ✇♦r❞ ✏❝♦♥✜❞❡♥❝❡✑ ❤❡ ❞♦❡s ✐♥❞❡❡❞ r❡❢❡r t♦ t❤❡ ✈❡r❜s ✏✐s ❧♦✈❡❞✑ ❛♥❞ ✏❧♦✈❡s ✐♥ t✉r♥✑✳ ■t
❝♦♥❝❡r♥s ❜♦t❤ ❙❛❧❡s✐❛♥s ❛♥❞ ②♦✉♥❣st❡rs✳ ❚❤❡ ❝♦♥✜❞❡♥❝❡ ✇❤✐❝❤ ✐s ❣❡♥❡r❛t❡❞ ❜② ❧♦✈❡ ✐s
❡✛❡❝t✐✈❡ ❧✐❦❡ ✏❛♥ ❡❧❡❝tr✐❝ ❝✉rr❡♥t ❜❡t✇❡❡♥ ②♦✉♥❣st❡rs ❛♥❞ t❤❡✐r s✉♣❡r✐♦rs✑ ■t ✐s ❛♥ ✐♠❛❣❡
❉♦♥ ❇♦s❝♦ ❛❧r❡❛❞② ✉s❡❞ ❞✉r✐♥❣ t❤❡ ❙❡❝♦♥❞ ●❡♥❡r❛❧ ❈❤❛♣t❡r✳ ■t ✇❛s ♠♦st ♣r♦❜❛❜❧② ♠✉❝❤
♠♦r❡ s✐❣♥✐✜❝❛♥t ❛♥❞ ❝❧❡❛r t❤❛♥ ✇❡ ❝❛♥ s✉s♣❡❝t ♥♦✇✳✷✸✽ ■ts ❡✛❡❝t ✐s ❡①tr❡♠❡❧② ♣♦s✐t✐✈❡✳
❏✉st ❧✐❦❡ ❱❛❧❢rè✱ ❇✉③③❡tt✐ s❛②s ✏✐t ♦♣❡♥s t❤❡ ❜♦②s✬ ❤❡❛rts✑ ✐♥ s✉❝❤ ❛ ✇❛② t❤❛t ✏t❤❡② ♠❛❦❡
❦♥♦✇♥ t❤❡✐r ♥❡❡❞s ❛♥❞ ✇❡❛❦♥❡ss❡s✳✑ ❚❤❡② s♣❡❛❦ ✇✐t❤ t❤❡✐r s✉♣❡r✐♦rs ✐♥ s♣♦♥t❛♥❡♦✉s ❛♥❞
♦♣❡♥✲❤❡❛rt❡❞ ✇❛② ❛♥❞ ❞❡❛❧ ✇✐t❤ t❤❡♠ ✈❡r② ❥♦✈✐❛❧❧② ✐♥ t✉r♥✳✷✸✾
❚❤✐s tr✉st ❢r♦♠ t❤❡ ❜♦②s ❤❛s ❛ ❜❡♥❡✜❝✐❛❧ ✐♥✢✉❡♥❝❡ ♦♥ t❤❡ ❙❛❧❡s✐❛♥s t❤❡♠s❡❧✈❡s✳ ❚❤❡
❛❞✉❧ts ♠❛② ❢❡❡❧ ❛♥❞ ❡①♣❡r✐❡♥❝❡ t❤✐s ❝♦♥✜❞❡♥❝❡ ❛s ❛♥ ❡①♣r❡ss✐♦♥ ♦❢ ❤♦♥❡st ❛♥❞ ❞❡❡♣
❛✛❡❝t✐♦♥✳ ❚❤❛t ♠❛② ♠❛❦❡ t❤❡✐r ❧✐✈❡s ❧✐❣❤t❡r ❛♥❞ ♠♦r❡ ❛❣r❡❡❛❜❧❡✱ ❡♥❤❛♥❝❡ t❤❡✐r r❡s✐❧✐❡♥❝❡
❛♥❞ str❡♥❣t❤❡♥ t❤❡✐r ❡♥❞✉r❛♥❝❡✳ ❚❤❡ s♣♦♥t❛♥❡♦✉s ❛♥❞ ✉♥❛✛❡❝t❡❞ ❡①♣r❡ss✐♦♥s ♦❢ ❛✛❡❝t✐♦♥
❤❡❧♣ ✏t♦ ♣✉t ✉♣ ✇✐t❤ t❤❡ ✇❡❛r✐♥❡ss✑ ♦❢ ❛ ❝♦♥st❛♥t ♣r❡s❡♥❝❡ ❛♠♦♥❣ t❤❡ ❜♦②s✱ ❛ ❝♦♥t✐♥✉♦✉s
❛tt❡♥t✐♦♥ ❢♦r t❤❡✐r ✇❡❧❧✲❜❡✐♥❣ ❛♥❞ ❛ ♥❛t✉r❛❧ ♣❛rt✐❝✐♣❛t✐♦♥ ✐♥ t❤❡ ✇❡❛❧ ❛♥❞ ✇♦❡ ♦❢ t❤❡
②♦✉♥❣st❡rs✳ ■t ❛❧s♦ ❝♦♥tr✐❜✉t❡s t♦ t❤❡✐r ❡✈❡r r❡❛❞② ✇✐❧❧✐♥❣♥❡ss t♦ ♣❛t✐❡♥t❧② ❜❡❛r ✏t❤❡
❛♥♥♦②❛♥❝❡✱ t❤❡ ✐♥❣r❛t✐t✉❞❡✱ t❤❡ tr♦✉❜❧❡s✱ t❤❡ s❤♦rt❝♦♠✐♥❣s ❛♥❞ ♥❡❣❧❡❝ts t❤❛t ②♦✉♥❣st❡rs
❝❛✉s❡✑✳ ✷✵❚❤✐s t❤♦✉❣❤t ✐s ❛♥ ❡❝❤♦ ♦❢ ❇✉③③❡tt✐✬s ♣r❡✈✐♦✉s❧② ❡①♣r❡ss❡❞ ❝♦♥✈✐❝t✐♦♥ ❛♥❞
♣r❡❞✐❝t✐♦♥ t❤❛t ✏t❤❡✐r ✇♦r❦ ✇♦✉❧❞ ❜❡ ♠❛❞❡ ❡❛s②✳✑ ✶✼❖♥❝❡ ♠♦r❡ t❤✐s ❤✉♠❛♥❡ ♠♦t✐✈❛t✐♦♥
❞♦❡s ♥♦t s✉✣❝❡✳ ❍❡ ❞✐r❡❝ts t❤❡ ❙❛❧❡✐❛♥s t♦ t❤❡✐r ♠♦st ✐♠♣♦rt❛♥t ♠♦❞❡❧✱ ❏❡s✉s ❈❤r✐st✱
❛s ❛ ♠♦r❡ ♣r♦❢♦✉♥❞ ♠♦t✐✈❡ t♦ ❛❝t ♣❛t✐❡♥t❧②✱ t♦❧❡r❛♥t❧② ❛♥❞ ❡♠♣❛t❤❡t✐❝❛❧❧②✳ ❆♥✐♠❛t❡❞
❛♥❞ ♠♦✈❡❞ ❜② ❏❡s✉s✬ ❡①❛♠♣❧❡✱ t❤❡② ✇✐❧❧ ✏♥♦t ❝r✉s❤ t❤❡ ❜r✉✐s❡❞ r❡❡❞ ♥♦r q✉❡♥❝❤ t❤❡
s♠♦✉❧❞❡r✐♥❣ ✢❛①✳✑ ❍❡r❡ ❋r ▲❡♠♦②♥❡ ✐♥s❡rts t❤❡ q✉♦t❛t✐♦♥ ❢r♦♠ t❤❡ ❧❡tt❡r t♦ t❤❡ ❜♦②s✳ ■t
✐s ❥✉st❧② s♦✱ ❛s ✐t ✜ts ✐♥ ✇✐t❤ t❤❡ ❝♦♥t❡①t ❡♥t✐r❡❧②✳✷✹✵
❊✛❡❝ts ♦❢ t❤❡ r❡st♦r❡❞ ♣s②❝❤♦❧♦❣✐❝❛❧ ❛♥❞ s♣✐r✐t✉❛❧ str❡♥❣t❤ ❬r❡s✐❧✐❡♥❝❡❪ ♦❢ t❤❡ ❙❛❧❡✲
s✐❛♥s ✷✵✲✷✶
❆❢t❡r ❞✇❡❧❧✐♥❣ ❛ ❧♦♥❣ t✐♠❡ ♦♥ t❤❡ ♥❡❡❞ ❢♦r ❢❛♠✐❧✐❛r✐t② ❛♥❞ ✐❧❧✉str❛t✐♥❣ ✐t ✇✐t❤ ♣r❛❝t✐❝❛❧
❡①❛♠♣❧❡s ♦❢ ❢❛♠✐❧✐❛r ❝♦♥❞✉❝t ♦❢ ❛ t❡❛❝❤❡r✱ ❛ ♣r❡❛❝❤❡r ❛♥❞ ❉♦♥ ❇♦s❝♦ ❤✐♠s❡❧❢ ❛♥❞ ❛❢t❡r
✷✸✽❈❢✳ t❤❡ t❡①t ✐♥ t❤❡ ✜rst ❝❤❛♣t❡r ♦❢ t❤✐s st✉❞② t❤r♦✉❣❤ ❢♦♦t♥♦t❡ ✶✳ ■♥ ✶✽✻✼ ❛ ♣❛st ♣✉♣✐❧ ✇r♦t❡ ✐♥
❛ ❧❡tt❡r t♦ ❉♦♥ ❇♦s❝♦✿ ✏■ ♣❡r❝❡✐✈❡ ②♦✉ ❛s s♦♠❡♦♥❡ ✇❤♦ ❝♦✉❧❞ r❡✈❡rs❡ ♠② s♦✉❧ ❝♦♠♣❧❡t❡❧②✳ ■ ✇❛s
❝♦♥❢✉s❡❞✱ t❤r✐❧❧❡❞✱ ❢❛s❝✐♥❛t❡❞ ✭✏ ❡❧❡tr✐③③❛t♦✑✮ ❜② ②♦✉r s♣❡❡❝❤❡s✳✑ ✭▼❖❚❚❖✱ ❋r✳✱ ❘✐❝♦r❞✐ ❡ r✐✢❡ss✐ ❞✐ ✉♥✬
❡❞✉❝❛③✐♦♥❡ r✐❝❡✈✉t❛✳✳✳ ♣✳ ✸✻✺✳✮ ❆ s✐♠✐❧❛r ♠❡t❛♣❤♦r✐❝❛❧ ✉s❡ ✐s st✐❧❧ ❛♣♣❧✐❡❞ ♥♦✇❛❞❛②s✳ ✏■ ❤❛✈❡ ❛ s♦rt ♦❢
❡❧❡❝tr✐❝✐t② ✇✐t❤ ❝❤✐❧❞r❡♥✑ ❢r♦♠ ❛♥ ✐♥t❡r✈✐❡✇ ✇✐t❤ ❍❛❞✐s❡✱ ✏■ ❧✐❦❡ st❛❦✐♥❣ ♠② ❢❡♠✐♥✐♥✐t②✑ ✐♥ ▼❛❣❛③✐♥❡
✷✼ ❙❡♣t❡♠❜❡r ✷✵✵✽✱ ♣✳ ✶✹✳ ❉♦♥ ❇♦s❝♦ ♠✉st ❤❛✈❡ ✉s❡❞ ♠♦r❡ ♠❡t❛♣❤♦rs ❢r♦♠ t❤❡ t❡❝❤♥♦❧♦❣✐❝❛❧ ✇♦r❧❞✳
❖♥❡ ♦❢ ❤✐s ❝❧❡r✐❝s ✇r♦t❡ t♦ ❤✐♠ ✐♥ ❏✉♥❡ ✶✽✻✵✿ ✏■ ❜❡❣ ②♦✉ t♦ ♠❛❣♥❡t✐③❡ ♠❡ ❛s ♦♥❧② ②♦✉ ❝❛♥✱ t♦ ♣r❛②
❢♦r ♠❡✱ ❛♥❞ t♦ ✜♥❞ s♦♠❡ ✇❛② t♦ ❝❤❡❡r ♠❡✳ P❧❡❛s❡ ❢♦r❣✐✈❡ ♠❡ ✐❢ ■ ❤❛✈❡ ❜❡❡♥ ♦✈❡r❧② ❢❛♠✐❧✐❛r✳✑ ✭▼❇ ❱■✱
♣✳ ✺✾✷❀ ❊▼❇ ❱■✱ ♣✳ ✸✸✽✳✮ ❚♦ ♠❛❣♥❡t✐③❡ ✐♥ t❤❡ s❡♥s❡ ♦❢ ✏t♦ ❛ttr❛❝t✱ t♦ ❢❛s❝✐♥❛t❡✱ t♦ ❝❤❛r♠✳✑
✷✸✾❚♦ ❣❡t ❛ ❣♦♦❞ ✐♥s✐❣❤t ✐♥t♦ t❤❡ r❡♣❡t✐t✐♦♥✱ ♦♥❡ ❝❛♥ ✉s❡ t❤❡ ❢♦♦t♥♦t❡s ✾✵✲✾✻ ✐♥ t❤✐s ❝❤❛♣t❡r✳ ❈❛r❞✐♥❛❧
●✳ ❈❛❣❧✐❡r♦ t❡st✐✜❡❞ ❛❜♦✉t t❤❛t ♦♣❡♥✲❤❡❛rt❡❞♥❡ss ❛♥❞ t❤❡ ❥♦✈✐❛❧ ❜❡❤❛✈✐♦✉r ♦❢ t❤❡ ❜♦②s✳ ❆❢t❡r ❉♦♥
❇♦s❝♦ ❤❛❞ ❞❡❝❡❛s❡❞✱ ❤❡ s❛✐❞✿ ✏❲❡ ❜♦②s ♦❢ t❤❡ ❖r❛t♦r② ❝♦♥s✐❞❡r❡❞ ❤✐♠ ❛s ❛♥ ❛✛❡❝t✐♦♥❛t❡ ❢❛t❤❡r ❛♥❞
❞❡❛❧t ✇✐t❤ ❤✐♠ ✇✐t❤ ❛ tr✉st ❛♥❞ ❢❛♠✐❧✐❛r✐t② t❤❛t ✇❛s ❡✈❡♥ ♠♦r❡ t❤❛♥ ✜❧✐❛❧✳✑ ✭▼❇ ❳❱■■■✱ ♣✳ ✺✽✸❀ ❊▼❇
❳❱■■■✱ ♣✳ ✹✾✻✲✹✾✼✳✮
✷✹✵❆s ✐t ✜ts ✐♥ t❤❡ ❘✉❧❡ ♦❢ ❇❡♥❡❞✐❝t✱ ❝❤❛♣t❡r ▲❳■❱✱ ♣✳ ✶✸✳ ■t ✐s ❛ s✐❣♥ ♦❢ ❢❛♠❡ ❛♥❞ ♦❢ t❤❡ ❢❛❝t t❤❡
q✉♦t❛t✐♦♥ ✐s ✉s❡❞ ❛♠♦♥❣ t❤❡ ❝♦♥❢r❡r❡s✱ ♣❡r❤❛♣s ♦♥❧② ✐♥ ❧❛t❡r ♣❡r✐♦❞s✳ ❈❢✳ ▼❇ ❳■❱✱ ♣✳ ✶✶✷❀ ❊▼❇
❳■❱✱ ♣✳ ✼✾✲✽✵✳
✶✹✶

15.2 Page 142

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♣♦✐♥t✐♥❣ ♦✉t ✐ts ♣♦s✐t✐✈❡ ✐♥✢✉❡♥❝❡ ♦♥ t❤❡ ②♦✉♥❣st❡rs ❛♥❞ t❤❡ ❛❞✉❧ts✱ t❤❡ ❡❞✐t♦r ❣♦❡s ♦♥
t♦ ❧✐st s♦♠❡ s❡✈❡♥ ♣❧❡❛s✐♥❣ ❡✛❡❝ts ♦❢ ❛✛❡❝t✐♦♥ ❛♥❞ ❝♦♥✜❞❡♥❝❡ ❜❡t✇❡❡♥ t❤❡ ②♦✉♥❣st❡rs ❛♥❞
t❤❡ s✉♣❡r✐♦rs✳
❆t t❤❡ s❛♠❡ t✐♠❡ ✐t ✐s ❛ s❡r✐❡s ♦❢ ❛tt✐t✉❞❡s ♦r ✇❛②s ♦❢ ❜❡❤❛✈✐♥❣ ✇❤✐❝❤ ❤❛✈❡ t♦ ❜❡
❝❤❛♥❣❡❞ ♦r ✐♠♣r♦✈❡❞✳ ■t ✐s ♣❛rt❧② ✐♥s♣✐r❡❞ ❜② ❛ r❡✢❡❝t✐♦♥ ✇❡ ✜♥❞ ❛t t❤❡ ❡♥❞ ♦❢ ❞♦❝✉♠❡♥t
✳ ■t ✐s ❛ ♥♦t❡ ✇❤✐❝❤ ❛❝t✉❛❧❧② ❞♦❡s ♥♦t ❜❡❧♦♥❣ t♦ t❤❡ s✉❣❣❡st✐♦♥s ❢♦r ❛ ❧❡tt❡r t♦ t❤❡ ❜♦②s✳
❆ ❜r❛❝❦❡t ❵✭❵s❡♣❛r❛t❡s ✐t ❢r♦♠ t❤❡ r❡st✳ ❆♣❛rt ❢r♦♠ t❤❛t t❤❡ s❡r✐❡s ✐s ❛❧s♦ ❜❛s❡❞ ♦♥ ❛
❝♦♥❝✐s❡ ♠❡♥t✐♦♥✐♥❣ ♦❢ ✜✈❡ ❢♦❝✉s ♣♦✐♥ts ✐♥ ✱ ✇r✐tt❡♥ ❞♦✇♥ ✐♥ ❛ s♦rt ♦❢ t❡❧❡❣r❛♠ r❡❣✐st❡r✳
■t s❤♦✇s t♦ ✇❤✐❝❤ ❡①t❡♥t t❤❡ s♦✲❝❛❧❧❡❞ ✈❡rs✐♦♥ ✐s ❛❝t✉❛❧❧② ❛ ❜❛s✐❝ ❞♦❝✉♠❡♥t ✇❤✐❝❤ ✇❡
❝♦✉❧❞ ♦r ♣❡r❤❛♣s ♦✉❣❤t t♦ ♣✉t ♥❡①t t♦ ✳ ❚❤❡ st✐❧❧ ♣r♦✈✐s✐♦♥❛❧ ❡❞✐t✐♦♥ ♦❢ ♣❛rt❧② ❝❤❛♥❣❡❞
t❤❡ ❝♦♥t❡♥t ♦❢ t❤❡ r❡♣r✐♠❛♥❞s✱ r❡❞✉❝❡❞ t❤❡♠ t♦ t❤r❡❡ ❛♥❞ s♦❢t❡♥❡❞ t❤❡ ❢♦r♠✉❧❛t✐♦♥ t♦♥❡
❜② t❤❡ ✉s❡ ♦❢ t❤❡ r❡♣❡t✐t✐♦♥ ♦❢ t❤❡ ♥❡❣❛t✐✈❡ s❡♥t❡♥❝❡ str✉❝t✉r❡ ✇✐t❤ ✏♥❡✐t❤❡r✱ ♥♦r✱ ♥♦r✑✳
■♥ ✐t ❤❛s ❜❡❝♦♠❡ ❛ s❡✈❡♥❢♦❧❞ ❡♥✉♠❡r❛t✐♦♥ ❛❢t❡r t❤❡ ❡q✉❛❧❧② ❞✐♣❧♦♠❛t✐❝ ✐♥tr♦❞✉❝t♦r②
♣❤r❛s❡✿ ✏❚❤❡♥ ②♦✉ ✇✐❧❧ ♥♦ ❧♦♥❣❡r s❡❡ ❛♥②♦♥❡✳✑
■♥ ♠❛♥✉s❝r✐♣t ♥♦ ❧✐♥❦ ❛t ❛❧❧ ✇❛s ♠❛❞❡ ✇✐t❤ t❤❡ ♣r❡❝❡❞✐♥❣ ❡①♣❧❛♥❛t✐♦♥ ♦♥ ❢❛♠✐❧✐❛r✐t②
❛♥❞ t❤❡ r❡❝✐♣r♦❝❛❧ ❧♦✈❡ ✇♦♥ ❜❛❝❦ ❛♥❞ t❤❡ tr✉st ✇❤✐❝❤ ✇❛s ♣r❡s❡♥t ❛❣❛✐♥✳ ■t ✇❛s ❝♦♥♥❡❝t❡❞
t❤♦✉❣❤ ✇✐t❤ ❛ ✏❤❡❛rt❧❡ss✑ ❬✏ ❡❣✉❛❧❡ ❛❧ ❢❡rr♦✑ ❪ st✐❝❦✐♥❣ t♦ t❤❡ r✉❧❡s✳ ❚❤❡ ❧✐♥❦ ✇✐t❤ t❤❡
♣♦s✐t✐✈❡ ❝♦♥s❡q✉❡♥❝❡s ♦❢ r❡❝✐♣r♦❝❛❧ ❛✛❡❝t✐♦♥ t✉r♥❡❞ ✉♣ ♦♥❧② ✐♥ ♠❛♥✉s❝r✐♣t ✳ ❚❤❡r❡
▲❡♠♦②♥❡ ♠❛❞❡ t❤❡ ❝♦rr❡❝t✐♦♥ ♦❢ ❢❛✐❧✉r❡s ✐♥ t❤❡ ❙❛❧❡s✐❛♥s✬ ❜❡❤❛✈✐♦✉r ❧♦♦❦ ❛s ✐❢ ✐t ❡✈✐❞❡♥t❧②
❝❛♠❡ ❢r♦♠ t❤❡ r❡❜♦r♥ tr✉st✱ t❤❡ r❡♥❡✇❡❞ ♦♣❡♥✲❤❡❛rt❡❞♥❡ss ❛♥❞ ❛✛❡❝t✐♦♥ ♦❢ t❤❡ ❜♦②s✱ ❛♥❞
t❤❡ t♦❧❡r❛♥❝❡ ❝❛♣❛❝✐t② ♦❢ t❤❡ t❡❛❝❤❡rs✱ ❛ss✐st❛♥ts ❛♥❞ s✉♣❡r✐♦rs✳ ❍❡ ❞✐❞ s♦ ❜② ♠❡❛♥s ♦❢ t❤❡
❝♦♥♥❡❝t♦r ✏s♦ t❤❛t✑ ❬s✐❝❝❤é ❪✳ ■♥ t❤❡ ❞❡✜♥✐t✐✈❡ ✈❡rs✐♦♥ ❤❡ str❡♥❣t❤❡♥s t❤❛t ❧✐♥❦ t❤r♦✉❣❤
t❤❡ ✇♦r❞ ✏❚❤❡♥✑ ❛♥❞ ❝♦♥❥✉r❡s ✉♣ ❛ s❡✈❡♥❢♦❧❞ ❤♦♣❡❢✉❧ ♣❡rs♣❡❝t✐✈❡ ❢♦r t❤❡ ❙❛❧❡s✐❛♥s✳ ❆t
t❤❡ s❛♠❡ t✐♠❡ t❤❡② r❡♠❛✐♥ s❡✈❡♥ r❡♣r✐♠❛♥❞s ❛❧t❤♦✉❣❤ t❤❡② ♠❛② s❡❡♠ q✉✐t❡ ❝♦✈❡r❡❞ ✉♣
♦r ✐♥❞✐r❡❝t❧② ♣r❡s❡♥t❡❞✳
❚❤❡ ✜rst ♣❤❡♥♦♠❡♥♦♥ t❤❛t ❝♦rr❡s♣♦♥❞s ✇✐t❤ t❤❡ r❡❝❛♣t✉r❡❞ ❣♦♦❞ ❢❡❡❧✐♥❣ ❛♥❞ ❛❝t✐♥❣
✐♥ ❏❡s✉s✬ s♣✐r✐t ✇✐t❤ t❤❡ ❙❛❧❡s✐❛♥s✱ ✐s t❤❡ st❛t❡♠❡♥t ✏t❤❡② ✇✐❧❧ ♥♦ ❧♦♥❣❡r ✇♦r❦ ❢♦r
t❤❡✐r ♦✇♥ ❣❧♦r②✳✑ ❚❤❛t ✐s ❛❝t✉❛❧❧② st❛t✐♥❣ t❤❡② ✇❡r❡ ❜✉s② ❞♦✐♥❣ s♦✳ ❲❤✐❝❤ ❦✐♥❞ ♦❢
❣❧♦r② t❤❡② s❤♦✉❧❞ ❜❡ ♣❡r♠❛♥❡♥t❧② ❛❢t❡r ❢r♦♠ ♥♦✇ ♦♥ ✇✐❧❧ ❜❡ ❡①♣❧✐❝❛t❡❞ ❧❛t❡r ♦♥✳
❚❤❡ s❡❝♦♥❞ ♣❤❡♥♦♠❡♥♦♥ ✐s t❤❡ ❢❛❝t t❤❡② ✇✐❧❧ ♥♦ ❧♦♥❣❡r ♣✉♥✐s❤ t♦ r❡✈❡♥❣❡ ✏✇♦✉♥❞❡❞
s❡❧❢✲❧♦✈❡✳✑ ❚❤❡ ❢♦r♠✉❧❛t✐♦♥ ♦❢ ❜♦t❤ ✐♠♣r♦✈❡♠❡♥ts ✇❤✐❝❤ ❛r❡ ♣r❡❞✐❝t❡❞ ❣♦❡s ❜❛❝❦
q✉✐t❡ ❛❝❝✉r❛t❡❧② t♦ t❤❡ s❝❤❡♠❛t✐❝ ❢♦r♠✉❧❛t✐♦♥ ✐♥ ✳ ❚❤❡ ❛❧❧✉s✐♦♥ ✇❤✐❝❤ ❝♦♥❝❡♥tr❛t❡s
♦♥ ❣✐✈✐♥❣ ♣✉♥✐s❤♠❡♥t ✐s ❜♦t❤ ❛ ♥❛rr♦✇✐♥❣ ❞♦✇♥ ❛♥❞ ❛ ❝❧❛r✐✜❝❛t✐♦♥ ✈❡rs✉s ✳ ❚❤✐s
❛❧❧✉s✐♦♥ ✇✐❧❧ ❛st♦♥✐s❤ ❧❡ss ✐❢ ✇❡ t❛❦❡ ✐♥t♦ ❛❝❝♦✉♥t ●✳❇✳ ❋r❛♥❝❡s✐❛ ❤❛❞ st❛rt❡❞ t♦
✇r✐t❡ ✏❖♥ t❤❡ ❯s❡ ♦❢ P✉♥✐s❤♠❡♥ts✑ ❥✉st ❛❜♦✉t ❛ ②❡❛r ❜❡❢♦r❡✳ ❚❤❡ ❝♦♥t❡♥t ♦❢ ✐t ❤❡r❡
✐s ♥♦t ❛ ❝♦♣② ❜✉t ❝❡rt❛✐♥❧② ❜❡❛rs s♦♠❡ r❡❧❛t✐♦♥ ✇✐t❤ ✐t✳ ■t ♦r✐❣✐♥❛t❡s ❢r♦♠ t❤❡ s❛♠❡
s✉rr♦✉♥❞✐♥❣✳ ❚❤❡ ✶✽✽✸ ✇r✐t✐♥❣ ✇❛s ❛ ❧✐tt❧❡ ❜✐t ♠♦r❡ r❡s❡r✈❡❞ ♦♥ t❤❡ ♣r♦❜❧❡♠ ✏t♦
❡❧✐♠✐♥❛t❡ ❛❧❧ ❞♦✉❜t t❤❛t ♦♥❡ ✐s tr②✐♥❣ t♦ ❛ss❡rt ❤✐s ❛✉t❤♦r✐t②✳✑ ✷✹✶ ❚❤❡ ♣❛rt ❆❞✈✐❝❡
❛♥❞ ❘✉❧❡s ♦❢ ✏❯♥♣✉❜❧✐s❤❡❞ ❊❛r❧✐❡r ❉♦❝✉♠❡♥ts✑ ✐♥ ▼❡♠♦r✐❡ ❇✐♦❣r❛✜❝❤❡ ❳■❱ ✐s ♠✉❝❤
❝❧❡❛r❡r ♦♥ t❤✐s ♠❛tt❡r✳ ❚❤✐s ✐s ❛♥ ❛♥t❤♦❧♦❣② ♦❢ t❡①ts ❝♦♠♣♦s❡❞ ❜② ▲❡♠♦②♥❡✳ ❲❡
✜♥❞ t❤❡ ❢♦❧❧♦✇✐♥❣ ♣r✐♥❝✐♣❧❡ ✐♥ ✐t✿ ✏P✉♥✐s❤ r✐❣❤t❧② ❛♥❞ ✇✐t❤ ❈❤r✐st✐❛♥ ❧♦✈❡✿ ♥❡✈❡r
✷✹✶
❇❘❆■❉❖✱
P✳✱
❉♦♥
❇♦s❝♦
❡❞✉❝❛t♦r❡✳✳✳
♣✳
✸✸✷✴✶✹✽✲✶✹✾✳
❊▼❇
❳❱■✱
♣✳
✸✼✶✳
✶✹✷

15.3 Page 143

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s❤♦✇ ❛♥② ❛♥❣❡r✳ ❖t❤❡r✇✐s❡ t❤❡② ✇✐❧❧ s❛② t❤❛t ✐t ✐s ♥♦t t❤❡ r✉❧❡ ❬✇❤✐❝❤ ❧❡❛❞s t♦
♣✉♥✐s❤♠❡♥t❪✱ ❜✉t ✇♦✉♥❞❡❞ s❡❧❢✲❧♦✈❡ t❤❛t ✇❛♥ts t♦ t❛❦❡ r❡✈❡♥❣❡✳✑ ✷✹✷
❍✐s ❝♦✲✇♦r❦❡rs ❝❛♥ ❛❧s♦ ❢❛✐❧ ✐♥ t❤❡✐r ❞✉t② ❜② ♥♦t ✐♥t❡r❢❡r✐♥❣✳ ■♥ ❛♥ ❡❛r❧✐❡r st❛❣❡ ♦❢
t❤❡ ❇✉③③❡tt✐ ❝♦♥✈❡rs❛t✐♦♥ ❉♦♥ ❇♦s❝♦ ❤❛❞ t♦ ♥♦t✐❝❡ t❤❛t ✏♦t❤❡rs s✉♣❡r✈✐s❡❞ ❢r♦♠
❛❢❛r✱ ♥♦t ♥♦t✐❝✐♥❣ ✇❤❡t❤❡r ❛♥②♦♥❡ ✇❛s ❞♦✐♥❣ s♦♠❡t❤✐♥❣ ✇r♦♥❣✳✑ ✶✺❙♦♠❡✇❤❛t ✐♥
t❤❡ s♣✐r✐t ♦❢ t❤❡ ♥♦t❡ ✐♥ t❤✐s ✇r♦♥❣ ❛tt✐t✉❞❡ ❤❛s ❜❡❡♥ ❛ttr✐❜✉t❡❞ t♦ ❥❡❛❧♦✉s✐♥
❛ t❤✐r❞ ♣♦✐♥t✳ ❚❤❡② ❞♦ ♥♦t ✐♥t❡r❢❡r❡ ❜❡❝❛✉s❡ t❤❡② ❛r❡ ❛❢r❛✐❞ ♦❢ ❜❡✐♥❣ ❧❡ss ♣♦♣✉❧❛r
✇✐t❤ t❤❡ ❜♦②s t❤❛♥ t❤❡ ❝♦♥❢r❡r❡s ✇❤♦ ❧❡❛✈❡ t❤❡♠ ❛❧♦♥❡✳ ❉♦♥ ❇♦s❝♦ ❝♦♥s✐❞❡rs t❤✐s ❛
♣❡r♥✐❝✐♦✉s s♦rt ♦❢ ❛❝t✐♦♥ ✇❤✐❝❤ ❝♦♠♣❧❡t❡❧② ♠✐ss❡s ✐ts ♦❜❥❡❝t✐✈❡✳ ❚❤❛t ✐s ❤♦✇ ❤❡ ♠✉st
❤❛✈❡ ♠❛❞❡ ❤✐s ♣♦✐♥t ♠♦r❡ ♦❢t❡♥ ❛t ❝♦♥❢❡r❡♥❝❡s✳ ❍❡ ♠✉st r❡♣❡❛t❡❞❧② ❤❛✈❡ r❡❢❡rr❡❞
t♦ ✏t❤❡ ❜♦②s ❜❡✐♥❣ s♠❛rt ♦❜s❡r✈❡rs✳✑ ❍❡ t❤❡♥ s❛✐❞✿ ✏❇♦②s ❝❛♥ s❡❡ t❤r♦✉❣❤ ②♦✉✳ ■❢
t❤❡② s♣♦t ❥❡❛❧♦✉s②✱ ❡♥✈②✱ ♦r ♣r✐❞❡ ✐♥ ❛ s✉♣❡r✐♦r✱ ♦r ❛ ♣r❡♦❝❝✉♣❛t✐♦♥ t♦ ♦✉ts❤✐♥❡
♦t❤❡rs✱ t❤❛t s✉♣❡r✐♦rs✬ ✐♥✢✉❡♥❝❡ ✐s ❞♦♥❡ ❢♦r✳✑ ✷✹✸ ■♥ ✶✽✻✾ ❤❡ ❢❡❧t ❢♦r❝❡❞ t♦ ❧❡❝t✉r❡
❡✈❡r②♦♥❡ ✕ ❜♦t❤ t❤❡ ♣r♦❢❡ss❡❞ ❛♥❞ ❛s♣✐r✐♥❣ ❝♦♥❢r❡r❡s ✕ ✐♥ ❛ ❣♦♦❞ ♥✐❣❤t✿ ✏❆♥❞ s♦
t❤❛t t❤✐s ❝♦♠♠✉♥✐t② ❧✐❢❡ ♠❛② ❜❡ ♣❧❡❛s❛♥t✱ ✇❡ ♠✉st r✐❞ ✐t ♦❢ ❛❧❧ ❡♥✈② ❛♥❞ ❥❡❛❧♦✉s②✳
❲❡ ♠✉st ❧♦✈❡ ♦♥❡ ♦t❤❡r ❛s ❜r♦t❤❡rs✳✑ ✷✹✹ ■♥ t❤❡ ❛❧r❡❛❞② ♠❡♥t✐♦♥❡❞ ✏❯♥♣✉❜❧✐s❤❡❞
❊❛r❧✐❡r ❉♦❝✉♠❡♥ts✑ t❤✐s ✇❛r♥✐♥❣ ❤❛s ❛❧s♦ ❜❡❡♥ ✐♥❝❧✉❞❡❞✿ ✏❛♥❞ ♠✉❝❤ ❧❡ss s♦ ❢r♦♠
❛♥② ❦✐♥❞ ♦❢ ❥❡❛❧♦✉s②✳✑ ✷✹✺ ❏❡❛❧♦✉s② s❡❡♠s t♦ ❜❡ ❛♥ ✐♥❡r❛❞✐❝❛❜❧❡ ✇❡❡❞✳ ❉♦♥ ❇♦s❝♦
♠✉st ❤❛✈❡ ❜❡❡♥ ♠♦r❡ t❤❛♥ ❢❡❞ ✉♣ ✇✐t❤ ✐t s♦ ❛s t♦ ♠❛❦❡ ✉s❡ ♦❢ t❤❡ ✇♦r❞s ✏t❡rr✐❜❧❡✑
♦r ✏❛✇❢✉❧ ❥❡❛❧♦✉s✐❡s✑ ❬✏❢❡r♦❝✐ ❣❡❧♦s✐❡ ✑ ❪ ✐♥ t❤❡ s✉❣❣❡st✐♦♥s ♠❛♥✉s❝r✐♣t ✱ ✷✶
❚❤❡ ❢♦✉rt❤ ❡✛❡❝t ✐s ❛❜♦✉t ✏♥♦ ♠♦r❡ ❣♦ss✐♣✐♥❣✑ ♦r ✏r✉♥♥✐♥❣ ♦t❤❡rs ❞♦✇♥✳✑ ❚❤✐s s✐❧❧②
♣❛st✐♠❡ ❝♦♥s✐sts ♦❢ r❡✈❡❛❧✐♥❣ ♦r ❤✐❣❤❧✐❣❤t✐♥❣ ❢❛✐❧✉r❡s ♦❢ ♦t❤❡rs ❛♥❞ s❧❛♥❞❡r✐♥❣ ✐♥
♦r❞❡r t♦ ❣❛✐♥ t❤❡ ❜♦②s✬ ❢❛✈♦✉r ❛t t❤❡ ❡①♣❡♥s❡ ♦❢ ♦t❤❡rs✳ ❚❤♦s❡ ❝♦♥❢r❡r❡s t❤✐♥❦
t❤❡② ✇✐❧❧ ❜❡❝♦♠❡ ♣♦♣✉❧❛r ❛♥❞ ❧♦✈❡❞ ❜② t❤❡ ❜♦②s✳✷✹✻ ❚❤❛t ✐s ♥♦t t❤❡ ✇❛② t❤✐♥❣s
✇♦r❦ ♦✉t t❤♦✉❣❤✱ ❇✉③③❡tt✐ ❝❛♥ s❛②✳ ❖♥ t❤❡ ❝♦♥tr❛r②✱ ✏t❤❡② ❡❛r♥ ❢♦r t❤❡♠s❡❧✈❡s
♥♦t❤✐♥❣ ❜✉t ❝♦♥t❡♠♣t ❛♥❞ ❤②♣♦❝r✐t✐❝❛❧ ✢❛tt❡r②✳✑ ❙❧❛♥❞❡r ❞♦❡s ♥♦t ❥✉st ❤❛♣♣❡♥ t♦
t✉r♥ ✉♣ ❥✉st ❤❡r❡✳ ■t ✐s ❛♥ ♦❧❞ s♦r❡✳ ❉✉r✐♥❣ t❤❛t s❛♠❡ ❛❞❞r❡ss ♦❢ ▼❛r❝❤ ✶✽✻✾
❉♦♥ ❇♦s❝♦ r❡s♦❧✉t❡❧② ❝❛❧❧❡❞ ❢♦r ❵✉♥✐t② ♦❢ s♣✐r✐t ❛♥❞ ♣✉r♣♦s❡✬ ❛♥❞✿ ✏❆✇❛②✱ t❤❡r❡❢♦r❡✱
✇✐t❤ t❤♦s❡ ❝❧✐q✉❡s ♦❢ ❝❧❡r✐❝s ♦r ♦t❤❡r ♣❡rs♦♥s ❜✉s✐❧② ❝❤❡✇✐♥❣ ❛✇❛② ❛t t❤✐s ♦r t❤❛t
❢❡❧❧♦✇ ♦r✱ ✇♦rs❡✱ ❛ s✉♣❡r✐♦r✳ ▲❡t ✉s st❛♥❞ ✉♥✐t❡❞ ❛♥❞ ❞❡❢❡♥❞ ♦♥❡ ❛♥♦t❤❡r✳✑ ✷✹✼ ❚❤✐s
✷✹✷▼❇ ❳■❱✱ ♣✳ ✽✺✵❀ ✭♥♦t tr❛♥s❧❛t❡❞ ✐♥ ❊▼❇ ❳■❱✳✮ ❙t✐❧❧✱ t❤❡ q✉❡st✐♦♥ ♠❛② ❜❡ ❛s❦❡❞ ❤❡r❡ ✇❤❡t❤❡r ✐t ✐s
❛❜♦✉t ❛ ♣✐❡❝❡ ♦❢ ❛❞✈✐❝❡ ✇❤✐❝❤ ✇❛s ❣✐✈❡♥ ❡❛r❧✐❡r ♦r ❧❛t❡r✳ ✏▲❛t❡r✑ ♠❡❛♥s t❤❛t t❤❡ ❛❞✈✐❝❡ ❤❛❞ ❥✉st ❜❡❡♥
❣✐✈❡♥ ❛♥❞ ✇r✐tt❡♥ ❡①♣❧✐❝✐t❧② ✐♥ t❤❡ ❤❡r❡ ❛♥❞ ♥♦✇ ❞✐s❝✉ss❡❞ ✇r✐tt❡♥ ❝♦♠♠✉♥✐❝❛t✐♦♥ t♦ t❤❡ ❝♦♥❢r❡r❡s
✐♥ ❱❛❧❞♦❝❝♦✳
✷✹✸▼❇ ❱■✱ ♣✳ ✸✽✾❀ ❊▼❇ ❱■✱ ♣✳ ✷✶✺✳ ❆♥♦t❤❡r st❛t❡♠❡♥t✿ ✏❨♦✉♥❣st❡rs ♥♦t✐❝❡ ❡✈❡r②t❤✐♥❣✳✑ ✭▼❇ ❳■❱✱ ♣✳
✽✹✺✳✮
✷✹✹▼❇ ■❳✱ ♣✳ ✺✼✷❀ ❊▼❇ ■❳✱ ♣✳ ✷✻✽✳
✷✹✺▼❇ ❳■❱✱ ♣✳ ✽✹✺✳ ❈❢✳ ❢♦♦t♥♦t❡ ✹✼ ✐♥ t❤✐s ❝❤❛♣t❡r✳ ●r♦✉♥❞✐♥❣ ♦♥ ❉♦♠❡♥✐❝♦ ❘✉✣♥♦✬s ❝❤r♦♥✐❝❧❡ ✭♣❡r✐♦❞
✶✽✻✶✲✶✽✻✹✮ ●✳❇✳ ▲❡♠♦②♥❡ r❡♣♦rts t❤❛t ❛❧r❡❛❞② ✐♥ ✶✽✻✶ ❉♦♥ ❇♦s❝♦ s✉♠♠♦♥s ♣❡♦♣❧❡ ✐♥ ❛ t❛❧❦ ✇✐t❤
②♦✉♥❣st❡rs ❛♥❞ ❛ ❢❡✇ ❝❧❡r✐❝s ✇❤♦ ✇❡r❡ ♣r❡s❡♥t✿ ✏♥♦t t♦ ❜❡ r❡s❡♥t❢✉❧ ♦r ❥❡❛❧♦✉s✱ ❛♥❞ ♥♦t t♦ ❜❡ ✉♣s❡t ✐❢
♦t❤❡rs ❤❡❧❞ ❤✐❣❤❡r ♣♦s✐t✐♦♥s ♦❢ ❛✉t❤♦r✐t②✳✑ ✭▼❇ ❱■✱ ♣✳ ✾✾✽❀ ❊▼❇ ❱■✱ ♣✳ ✺✾✽✳✮
✷✹✻❖♥ t❤❡ ❢❡❛r ♦❢ ❧♦s✐♥❣ ♣♦♣✉❧❛r✐t② ♦r ❣❛✐♥✐♥❣ ✐t t❤❡ ✇r♦♥❣ ✇❛②✱ s❡❡ ♦♥❡ ♦❢ t❤❡ s❡❧❡❝t❡❞ ❞✐r❡❝t✐✈❡s ✐♥ ▼❇
❳■❱✱ ♣✳ ✽✹✾✴✶✶✳ ◆♦t tr❛♥s❧❛t❡❞ ✐♥ ❊▼❇✳ ❆ ❢❡✇ t❤♦✉❣❤ts s❤♦✇ ❝♦rr❡s♣♦♥❞❡♥❝❡ ✇✐t❤ ❋r ❋r❛♥❝❡s✐❛✬s
❛ss❡ss♠❡♥t ✐♥ ✶✽✽✸✳ ❙❡❡ t❡①t t❤r♦✉❣❤ ❢♦♦t♥♦t❡ ✼ ✐♥ ❝❤❛♣t❡r ■✳
✷✹✼▼❇ ■❳✱ ♣✳✺✼✹❀ ❊▼❇ ■❳✱ ♣✳ ✷✻✾✳
✶✹✸

15.4 Page 144

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✐s ❛ ♣❡rs♦♥❛❧ ❡①t❡♥s✐♦♥ ❛❞❞❡❞ ❧❛t❡r ♦♥ ❜② ❋r ▲❡♠♦②♥❡✳ ■ s❤♦✉❧❞ ❧✐❦❡ t♦ ♣❛② ♠♦r❡
❛tt❡♥t✐♦♥ t♦ ✐t ✐♥ ❝❤❛♣t❡r ✽ ✭✈♦❧✉♠❡ ✷✮ ♦❢ t❤❡ st✉❞②✳
❚❤❡ ✜❢t❤ ♣❤❡♥♦♠❡♥♦♥ ❡♠❜r♦✐❞❡rs ♦♥ ✇❤❛t ✇❛s ✐♠♣❧✐❡❞ ✐♥ t❤❡ ♣r❡✈✐♦✉s ♣❛rt✱ ✐✳❡✳
t❤❡ ✐❞❡❛ ♦❢ ✇❛♥t✐♥❣ t♦ ❣❛✐♥ t❤❡ ❜♦②s✬ ❢❛✈♦✉r ❛♥❞ ❛✛❡❝t✐♦♥ ❜② ❡①❝❧✉❞✐♥❣ t❤❡ ❢❡❧❧♦✇
❡❞✉❝❛t♦rs✳ ■t ♠❛❦❡s ✉s s✉s♣❡❝t t❤❛t ✐t ✇❛s ❛❜♦✉t ❛❧❧♦✇✐♥❣ ❛♥❞ ❢✉rt❤❡r✐♥❣ ✏♣❛rt✐❝✉❧❛r
❢r✐❡♥❞s❤✐♣s✑✳ ❙t✐❧❧✱ t❤✐s t❡r♠✱ ✇❤✐❝❤ ✐s ✉s❡❞ ❢r❛♥❦❧② ✐♥ t❤❡ ❇ ♠❛♥✉s❝r✐♣t✱ ✐s ♥♦t ✉s❡❞
✐♥ t❤❡ ❞❡s❝r✐♣t✐♦♥ ♦❢ t❤❡ ✜❢t❤ ❡✛❡❝t✳ ◆❡✈❡rt❤❡❧❡ss t❤❡ t❡①t ✐s s❡♠❛♥t✐❝❛❧❧② ❝❧❡❛r
❡♥♦✉❣❤ ✇✐t❤ t❤❡ s♦♠❡✇❤❛t ❝♦✈❡r✐♥❣ ✇♦r❞s ✏♣❡♦♣❧❡ ✇❤♦ ❧❡t t❤❡✐r ❤❡❛rts ❜❡ st♦❧❡♥ ❜②
♦♥❡ ✐♥❞✐✈✐❞✉❛❧✑ ❛♥❞ ✏♥❡❣❧❡❝t ❛❧❧ t❤❡ ♦t❤❡r ❜♦②s t♦ ❝✉❧t✐✈❛t❡ t❤❛t ♣❛rt✐❝✉❧❛r ♦♥❡✑✳ ■t
✐s ❛ s❡r✐♦✉s ♣❡❞❛❣♦❣✐❝❛❧ ❛♥❞ ♣❛st♦r❛❧ ❡rr♦r ❢❛✐❧✉r❡❛♥❞ ♦❢t❡♥ ❛♥ ❡①tr❡♠❡❧② ❤❛r♠❢✉❧
♦✛❡♥❝❡ ❜♦t❤ ❢r♦♠ ♣s②❝❤♦❧♦❣✐❝❛❧ ❛♥❞ ♠♦r❛❧ ♣♦✐♥t ♦❢ ✈✐❡✇✳ ❉♦♥ ❇♦s❝♦ ❤❛❞ r❡♣❡❛t❡❞❧②
✇❛r♥❡❞ ❛❣❛✐♥st ✐t✳✷✹✽
❉♦♥ ❇♦s❝♦ ❞❡❧✐✈❡r❡❞ ♦♥❡ ♦❢ ❤✐s ♠♦st str✐❦✐♥❣ ❡①♣❧❛♥❛t✐♦♥s ✐♥ ❛ ❝♦♥❢❡r❡♥❝❡ ❞✉r✐♥❣ t❤❡
r❡tr❡❛t ❛t ▲❛♥③♦ ✐♥ ✶✽✼✺✳ ❚❤❡r❡ ❤❡ s❛✐❞✿ ✏❲❡ ❤❛✈❡ t♦ st❛② ✇✐t❤ t❤❡ ②♦✉♥❣st❡rs✱ t♦ ❜❡
❛♠♦♥❣ t❤❡♠✱ ❜✉t ♥❡✈❡r ❛s ✐♥❞✐✈✐❞✉❛❧s ✇✐t❤ ✐♥❞✐✈✐❞✉❛❧s✱ ♥❡✈❡r ♠♦r❡ ✇✐t❤ ♦♥❡ t❤❛♥ ✇✐t❤
❛♥♦t❤❡r✳ ▲❡t ✉s ❜❡ ♦✉ts♣♦❦❡♥ ❛❜♦✉t ✐t✿ t❤❡ ❞♦✇♥❢❛❧❧ ♦❢ r❡❧✐❣✐♦✉s ❝♦♥❣r❡❣❛t✐♦♥s ❞❡✈♦t✐♥❣
t❤❡♠s❡❧✈❡s t♦ ❡❞✉❝❛t✐♥❣ t❤❡ ②♦✉♥❣ ✐s ❝❛✉s❡❞ ❜② ✐t✳ ✳ ✳ ♥❡✈❡r ❦✐ss t❤❡ ❜♦②s✱ ♥♦ ❝❛r❡ss✐♥❣ ❜②
str♦❦✐♥❣ t❤❡ ❢❛❝❡✱ ♥♦ ❤✉❣❣✐♥❣ ♦r s✐♠✐❧❛r t❤✐♥❣s✳ ◆♦ ♣❛rt✐❝✉❧❛r ❢r✐❡♥❞s❤✐♣s✱ ♥♦ ♣r❡❢❡r❡♥❝❡
❢♦r ♦♥❡ ❜♦② ❛❣❛✐♥st ❛♥♦t❤❡r✱ ❝❡rt❛✐♥❧② ♥♦ ❢❛✈♦✉r✐♥❣ t❤❡ ♠♦r❡ ❛ttr❛❝t✐✈❡ ❜♦②s✳ ◆♦ ❧❡tt❡r
✇r✐t✐♥❣✳ ■❢ ♦♥❧② ②♦✉ ❦♥❡✇ ❤♦✇ ♠❛♥② ❜♦②s ❤❛✈❡ ❜❡❡♥ ❞❡♣r❛✈❡❞ ❜② s❡♥❞✐♥❣ t❤✐s s♦rt ♦❢
♥♦t❡s✳ ✳ ✳ ❲❤❛t t♦ s❛② ♥❡①t ❛❜♦✉t s♦♠❡❜♦❞② ✇❤♦ ✇♦✉❧❞ ✐♥✈✐t❡ ❜♦②s t♦ ❤✐s r♦♦♠ ❡✈❡♥
✇✐t❤ t❤❡ ❜❡st ✐♥t❡♥t✐♦♥s ❛♥❞ ❧♦❝❦ t❤❡ r♦♦♠ t♦ r❡♣r✐♠❛♥❞ ♦r ❦❡❡♣ t❤❡♠ ✇✐t❤ ❤✐♠ t♦ t❛❧❦
❛❜♦✉t s❡❝r❡t ❜✉s✐♥❡ss❄ ◆❡✐t❤❡r ❝❛♥ ❛♥②♦♥❡ s❤♦✇ ♦♥❡s❡❧❢ t♦ ❜❡ ♦♥❡ ❜♦②✬s ❣r❡❛t❡r ❢r✐❡♥❞
t❤❛♥ ❛♥♦t❤❡r ♦♥❡✬s✳ ❨♦✉ s❤♦✉❧❞ ♥❡✈❡r s❤♦✇ ❛ ❜♦② t❤❛t ❤❡ ✐s ②♦✉r ❢❛✈♦✉r✐t❡✳ ■ ♥♦t✐❝❡
✇✐t❤ ❣r❡❛t ❛♣♣r♦✈❛❧ t❤❛t ❛ ❝❡rt❛✐♥ ❣♦♦❞ ♣r❛❝t✐❝❡ ✐s ❜❡✐♥❣ ✐♠♣❧❡♠❡♥t❡❞ ❛❧r❡❛❞② ❛♥❞ ■
❤♦♣❡ ✐t ✇✐❧❧ s♣r❡❛❞ ❡✈❡r ❢✉rt❤❡r✳ ■t ❝♦♥s✐sts ♦❢ t❤❡ ❢♦❧❧♦✇✐♥❣ ❡❧❡♠❡♥ts✿ ✇❤❡♥ ❧❡❛✈✐♥❣ t❤❡
r❡❢❡❝t♦r②✱ ❝❤✉r❝❤ ❡t❝✳ ♦♥❡ s❤♦✉❧❞ ❥♦✐♥ t❤❡ ✜rst ❜♦② ❝♦♠✐♥❣ ♦✉t ❛♥❞ ♣❛② ♥♦ ❛tt❡♥t✐♦♥ t♦
❤✐s ❛❣❡ ♦r t❤❡ ❢♦r♠ ♦r ❣r❛❞❡ ❤❡ ✐s ✐♥ ❛♥❞ t❤❡♥ ❝❤❛t ✇✐t❤ ❤✐♠ ❛❜♦✉t ❛❧❧ s♦rts ♦❢ t❤✐♥❣s✳✑ ✷✹✾
❘✉❧❡ ❢♦r t❤❡ ❍♦✉s❡s ❆♥ ❛rt✐❝❧❡ ✐♥ t❤❡
s
✐s s✐❣♥✐✜❝❛♥t t♦♦ ✭✶✽✼✼✮✿ ✏❚❡❛❝❤❡rs✱ ❝r❛❢ts♠❛st❡rs
❛♥❞ ❛ss✐st❛♥ts ♠✉st ❜❡ ♦❢ ❛❝❦♥♦✇❧❡❞❣❡❞ ♠♦r❛❧✐t②✳ ❚❤❡② s❤♦✉❧❞ str✐✈❡ t♦ ❛✈♦✐❞ ❛s t❤❡②
✇♦✉❧❞ t❤❡ ♣❧❛❣✉❡ ❡✈❡r② ❦✐♥❞ ♦❢ ❛✛❡❝t✐♦♥ ♦r ♣❛rt✐❝✉❧❛r ❢r✐❡♥❞s❤✐♣ ❢♦r t❤❡✐r ♣✉♣✐❧s✳ ❚❤❡②
s❤♦✉❧❞ ❛❧s♦ r❡♠❡♠❜❡r t❤❛t t❤❡ ✇r♦♥❣❞♦✐♥❣ ♦❢ ♦♥❡ ❛❧♦♥❡ ✐s s✉✣❝✐❡♥t t♦ ❝♦♠♣r♦♠✐s❡ ❛♥
❡❞✉❝❛t✐♦♥❛❧ ✐♥st✐t✉t❡✳✑ ✷✺✵❍❡ t❛❝❦❧❡❞ t❤❛t tr✐❝❦② ♣r♦❜❧❡♠ ❛❣❛✐♥ ❞✉r✐♥❣ t❤❡ ❚❤✐r❞ ●❡♥❡r❛❧
❈❤❛♣t❡r✳ ■ q✉♦t❡ s♦♠❡ st❛t❡♠❡♥ts ❢r♦♠ t❤❡ r❡♣♦rts✳ ✏❯♣ t♦ ♥♦✇ ✇❡ ❤❛✈❡ ❜❡❡♥ ❛❜❧❡ t♦
❦❡❡♣ ♦✉r ❤❡❛❞s ❤✐❣❤ ✐♥ r❡❣❛r❞ t♦ ♠♦r❛❧✐t②✳ ◆♦✇ ❜❡❝❛✉s❡ ♦❢ ❛ ❢❡✇ ✐♠♣r✉❞❡♥t ♠❡♠❜❡rs
✇❡ ❤❛✈❡ ❜❡❡♥ s♦♠❡✇❤❛t ❝♦♠♣r♦♠✐s❡❞✳ ❖✉r ❣♦♦❞ ♥❛♠❡ ✐s ❜❡✐♥❣ r❡✲❡st❛❜❧✐s❤❡❞✱ ❜✉t t❤❡
r❡❝t♦rs✱ ✇❤♦ ❛r❡ r❡s♣♦♥s✐❜❧❡ ✐♥ t❤❡ ❡②❡s ♦❢ t❤❡ ♣✉❜❧✐❝✱ ♠✉st ❡①❡rt ❛❧❧ t❤❡✐r ❡✛♦rts t♦ ❤❛✈❡
t❤❡ ❣♦♦❞ r❡♣✉t❛t✐♦♥ ♣r❡s❡r✈❡❞✳ ✳ ✳ ❘❡♠✐♥❞ t❤❡ ❝♦♥❢r❡r❡s t❤❛t ❜② ❢❛✐❧✐♥❣ ✐♥ ♠♦r❛❧✐t② t❤❡②
❝♦♠♣r♦♠✐s❡ t❤❡✐r ♦✇♥ ❤♦✉s❡ ❛♥❞ t❤❡ ❡♥t✐r❡ ❈♦♥❣r❡❣❛t✐♦♥ ♥♦t ♦♥❧② ❜❡❢♦r❡ ●♦❞✱ ❜✉t ❛❧s♦
✷✹✽▼♦r❡ ♦♥ ✐t ✐♥ ❇■❊❙▼❆◆❙✱ ❘✳✱ ❆♠♦r❡✈♦❧❡③③❛✳ ✳ ✳ ✱ ♣♣✳ ✶✾✻✲✷✵✺✳
✷✹✾■❜✐❞✳✱ ♣♣✳ ✷✵✷✲✷✵✸✳ ❈❢✳ ▼❇ ❳■✱ ♣✳ ✺✽✸✳ ◆♦ tr❛♥s❧❛t✐♦♥ ✐♥ ❊▼❇ ❳■✳ ❈❢✳ ✇✐t❤ t❤❡ ❝✐r❝✉❧❛r ♦❢ ❏❛♥✉❛r②
✶✷ ✶✽✼✻✳ ✭▼❇ ❳■■✱ ♣✳ ✷✻❀ ❊▼❇ ❳■■✱ ♣✳ ✶✺✴✷✳ ❆♥❞ ❊ ✭♠✮✱ ✈♦❧✳ q✉✐♥t♦✒ ♣✳ ✹✸✴✷✳✮
✷✺✵❖❊ ❳❳■❳ ❬✶✵✸❪✳ ❈♦♥st✐t✉t✐♦♥s✳✳✳✱ ♣✳ ✷✹✾✴✷✳
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❜❡❢♦r❡ t❤❡ ✇♦r❧❞✳ ❇❡❢♦r❡ ●♦❞✱ ♦♥❡✬s s♦✉❧ ✐s ❧♦st✱ ❜❡❢♦r❡ t❤❡ ✇♦r❧❞✱ ♦♥❡✬s ❤♦♥♦✉r✳✑ ✷✺✶ ❊✈❡♥
✐♥ ❛ t❤❛♥❦✲②♦✉ ❢♦r t❤❡ ❜❡st ✇✐s❤❡s ♦❢ ❈❤r✐st♠❛s ❛♥❞ ◆❡✇ ❨❡❛r ✶✽✽✸✲✶✽✽✹✱ ❤❡ ❝♦✉❧❞ ♥♦t
s✉♣♣r❡ss ❤✐s ♣r❡♦❝❝✉♣❛t✐♦♥✳ ❍❡ ✉tt❡r❡❞ t❤♦✉❣❤ts ❛♥❞ ✉s❡❞ ✇♦r❞s ❢♦r t❤❡♠ ✇❤✐❝❤ ❛❧s♦
❛♣♣❡❛r❡❞ ✇✐t❤ ●✳❇✳ ▲❡♠♦②♥❡ ❛ ❢❡✇ ♠♦♥t❤s ❧❛t❡r✿ ✏❲❡ ❝♦♥s❡❝r❛t❡❞ ♦✉rs❡❧✈❡s t♦ ●♦❞ t♦
♦❜❡②✱ ♥♦t t♦ ❣✐✈❡ ♦r❞❡rs✳ ❲❡ ❞✐❞ t❤✐s t♦ ♣r❛❝t✐❝❡ ❝❤❛r✐t② t♦ ♦✉r ♥❡✐❣❤❜♦✉rs s♦❧❡❧② ❢♦r t❤❡
❧♦✈❡ ♦❢ ●♦❞✱ ♥♦t t♦ ❜❡❝♦♠❡ ❛tt❛❝❤❡❞ t♦ ❍✐s ❝r❡❛t✉r❡s✳✑ ✷✺✷
◆❡✐t❤❡r ❉♦♥ ❇♦s❝♦ ✷✶✱ ❝♦❧✉♠♥ ❆♥♦r ▲❡♠♦②♥❡ ✇❛♥t t♦ ♣❛ss ❜② t❤✐s ♠❡♥❛❝❡ s✐❧❡♥t❧②✳
❇♦t❤ ❣r❛s♣ t❤❡ ♦♣♣♦rt✉♥✐t② t♦ ❤✐❣❤❧✐❣❤t ♣♦s✐t✐✈❡ ♣♦ss✐❜✐❧✐t✐❡s✳ ❚❤❡② ♣♦✐♥t ♦✉t t❤❛t ♣❛r✲
t✐❝✉❧❛r❧② t❤❡ ❡①♣❡r✐❡♥❝❡ ♦❢ ❛ s♣♦♥t❛♥❡♦✉s✱ ❤❛♣♣②✱ ❣❡♥✉✐♥❡ ❛♥❞ ❣r❛t❡❢✉❧ ❛✛❡❝t✐♦♥ ❢r♦♠ t❤❡
❜♦②s ❞✐s♣❡❧s t❤❡ ❞❛♥❣❡r ♦❢ ♣❛rt✐❝✉❧❛r ❢r✐❡♥❞s❤✐♣s✳ ❚❤❡✐r ✇❛r♠✲❤❡❛rt❡❞ ❛✛❡❝t✐♦♥ ✐s ✐♥❞❡❡❞
t❤❡ ✈❡r② ❛♥s✇❡r t♦ t❤❡ ❣♦♦❞ ❢❛♠✐❧✐❛r ✇❛② ♦❢ ❤♦✇ ❡❞✉❝❛t♦rs ❞❡❛❧ ✇✐t❤ t❤❡ ②♦✉♥❣st❡rs ❛♥❞
❛❧s♦ t♦ t❤❡ ♣❛t✐❡♥t ❛♥❞ ❝❤❡❡r❢✉❧ ❡✛♦rts ✐♥✈♦❧✈✐♥❣ ❛ ❝♦♥st❛♥t❧② ✐♥t❡r❡st❡❞✱ st✐♠✉❧❛t✐♥❣ ❛♥❞
❝♦rr❡❝t✐♥❣ ♣r❡s❡♥❝❡ ❛♠♦♥❣ t❤❡ ❜♦②s✳ ✶✺✲✶✻❀ ✶✽✲✷✵
❚❤❡ ♣❡♥✉❧t✐♠❛t❡ ❡❧❡♠❡♥t ♦❢ t❤❡ ❧✐st ♦❢ r❛t❤❡r ✐♥❞✐r❡❝t❧② ❡①♣r❡ss❡❞ s❤♦rt❝♦♠✐♥❣s
❡♠❛♥❛t❡s ❢r♦♠ t❤❡ ❝♦♥✈✐❝t✐♦♥ t❤❛t s❡❡❦✐♥❣ ✏♦♥❡✬s ♦✇♥ ❡❛s❡ ❛♥❞ ❝♦♠❢♦rt✑ ✐♠♣❡❞❡s
❛♥ ❛❞❡q✉❛t❡ ♣❡❞❛❣♦❣✐❝❛❧ ❛♥❞ ♣❛st♦r❛❧ ❢✉♥❝t✐♦♥✐♥❣✳ ❚❤✐s ♣❤r❛s❡ ❣♦❡s ❜❛❝❦ t♦ ❛
❝♦♥❝✐s❡ ♠❡♥t✐♦♥✐♥❣ ✐♥ t❤❡ ❇ ♠❛♥✉s❝r✐♣t✳ ❚❤❡ ❡❧❛❜♦r❛t✐♦♥ ✐♥ ❉ ♥♦✇ st❛t❡s t❤❛t t❤❡
✇✐❧❧✐♥❣♥❡ss t♦ t❛❦❡ ♦♥ t❤❡ ❢❛t✐❣✉❡ ❛♥❞ ❜✉r❞❡♥ ♦❢ st❛②✐♥❣ ❛♠✐❞ t❤❡ ❜♦②s ❛♥❞ ❛❧s♦ t❤❡
❢✉❧✜❧❧✐♥❣ ♦❢ ✏t❤❡ str✐❝t ❞✉t② ♦❢ ❛ss✐st❛♥❝❡✑ ✇✐❧❧ ❡❧✐♠✐♥❛t❡ t❤❡ ❞❡s✐r❡ ❢♦r ♦♥❡✬s ✏♦✇♥
❡❛s❡ ❛♥❞ ❝♦♠❢♦rt✑ ❢r♦♠ ♥♦✇ ♦♥✳ ✷✶
❚❤❡ ❧❛st ❛s♣❡❝t ♦❢ s♦♠❡ s❡✈❡♥ ✐♥❞✐r❡❝t r❡♣r✐♠❛♥❞s ✇❛s ❛❧s♦ ✐♥s♣✐r❡❞ ❜② ♠❛♥✉s❝r✐♣t
❇✳ ❚❤❡r❡ ✐t ✐s ❝❛❧❧❡❞ ✏❢❡❛r ♦❢ ✇❤❛t ♣❡♦♣❧❡ ✇✐❧❧ t❤✐♥❦✑ ❛♥❞ ❧❛❜❡❧❧❡❞ ❛s ✏t❤❡ ✐♥s✐st❡♥❝❡
♥♦t t♦ ❜❡ ❝♦♥s♣✐❝✉♦✉s✑❀ ✐t ✇❛s ❝❧❡❛r❧② ✐♥❞✐❝❛t❡❞ ❛s t❤❡ ❝❛✉s❡ ✏✇❤② ♦♥❡ ❞✐❞ ♥♦t
❞♦ ✇❤❛t ♦♥❡ s❤♦✉❧❞✳✑ ❚❤❛t ✇❛s ❡①♣r❡ss❡❞ ✐♥ ❛ ✈❡r② ❣❡♥❡r❛❧ ✇❛②✳ ❚❤❡ ❞❡✜♥✐t❡
❡❧❛❜♦r❛t✐♦♥ r❡❞✉❝❡s t❤❡ ✐♠♣❛❝t ♦❢ ✏❤✉♠❛♥ r❡s♣❡❝t✑ ❛♥❞ ❛♣♣❧✐❡s ✐t ✈❡r② s♣❡❝✐✜❝❛❧❧②
t♦ r❡♣r✐♠❛♥❞✐♥❣ ♦r ✇❛r♥✐♥❣ ✇❤❡r❡ ♥❡❝❡ss❛r②✳
❚❤❡ s❡✈❡♥ ❢❛✉❧t② ✇❛②s ♦❢ ❜❡❤❛✈✐♥❣ ❛r❡ r❛t❤❡r ❝♦✈❡r❡❞ ✉♣ ❛♥❞ ②❡t ✈❡r② ♠✉❝❤ ♦✉ts♣♦❦❡♥✳
❚❤❡② ❞♦ ❜❧❛♠❡ ❛s str♦♥❣❧② ❛s t❤❡ s❡✈❡♥ ♦r ❡✐❣❤t ✇❛②s ♦❢ ❜❡❤❛✈✐♦✉r ❧✐st❡❞ ❜② t❤❡ ❡❞✐t♦r
❞❡s❝r✐❜✐♥❣ t❤❡ s❡❝♦♥❞ ♣❛rt ♦❢ t❤❡ ❧✐st❧❡ss r❡❝r❡❛t✐♦♥ ✐♥ t❤❡ ♣❧❛②❣r♦✉♥❞ ❛❜♦✉t ✶✽✽✹✳ ❈♦♥s❡✲
q✉❡♥t❧② t❤❡ t❡rr✐❜❧❡ ❢❛✐❧✉r❡s ♦❢ t❤❡ ❙❛❧❡s✐❛♥s ✐♥ t❤❡ ❖r❛t♦r② ❛r❡ s♣r❡❛❞ ♦✈❡r t✇♦ ♣❛❝❦❛❣❡s
s❡♣❛r❛t❡❞ ✐♥ s♣❛❝❡✳ ❚❤❡ ❝♦♠♣❧❛✐♥t t❤❛t ✏♥♦✇❛❞❛②s ♠❛♥② ❞♦ ♥♦t ❢❡❡❧ ❧✐❦❡ ✇♦r❦✐♥❣ ❛s ❤❛r❞
❛s ✇❡ ✉s❡❞ t♦✑ ❝♦♠❡s ✐♥ ❜❡t✇❡❡♥ t❤❡ t✇♦ ❧✐st✐♥❣s ♦❢ ❢❛✉❧t② ❜❡❤❛✈✐♦✉r✳ ✶✼❉❡s♣✐t❡ t❤❡
s❡♣❛r❛t✐♦♥ ❛♥ ♦❝❝❛s✐♦♥❛❧ r❡❛❞✐♥❣ ♦❢ t❤❡ ❧✐sts ♠❛② ❤❛✈❡ ❝❛✉s❡❞ ❛ ❤❡❛✈② st♦♠❛❝❤ ✇✐t❤ t❤♦s❡
✐♥✈♦❧✈❡❞✳
❚❤❡ ❣❡♥❡r❛❧ r❡✈✐✈❛❧ ♣✉ts t❤❡ ❙❛❧❡s✐❛♥s ❜❛❝❦ ♦♥ tr❛❝❦ ♦❢ t❤❡ ✜♥❛❧ ♦❜❥❡❝t✐✈❡s ♦❢ t❤❡✐r
♣❛st♦r❛❧ ❛♥❞ ♣❡❞❛❣♦❣✐❝❛❧ ❝♦♠♠✐t♠❡♥t ✷✶
✷✺✶
▼❇ ❳❱■✱ ♣♣✳
✹✶✻✲✹✶✼❀
❊▼❇ ❳❱■✱
♣♣✳
✸✸✵✲✸✸✶✳
❈❢✳
❉❊❙❘❆▼❆❯❚✱ ❋r✳✱ ❉♦♥
❇♦s❝♦
❡♥
s♦♥
t❡♠♣s✳✳✳
♣♣✳ ✶✷✷✻✲✶✷✷✼✳
✷✺✷
❊ ■❱✱ ♣✳ ✷✺✵✳ ▼❇ ❳❱■■✱ ♣✳ ✶✼❀ ❊▼❇ ❳❱■■✱ ♣✳ ✸✳
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❋r ▲❡♠♦②♥❡ ✜♥✐s❤❡s t❤❡ ❧✐st✐♥❣ ❜② ❛ ❝♦♥s✐❞❡r❛t✐♦♥ ❡♥❝♦♠♣❛ss✐♥❣ t❤❡ t♦t❛❧ ✇✐t❤ ❛ s♦rt ♦❢
✐♥❝❧✉s✐♦♥✳ ■♥ t❤❡ ❜❡❣✐♥♥✐♥❣ ✐t s❛✐❞✿ ✏❚❤❡♥ ②♦✉ ✇✐❧❧ ♥♦ ❧♦♥❣❡r s❡❡ ❛♥②♦♥❡ ✇♦r❦✐♥❣ ❢♦r ❤✐s
♦✇♥ ❣❧♦r②✑✱ ✐✳❡✳ ❤✉♠❛♥✱ s❡❧✜s❤ ❤♦♥♦✉r✳ ◆♦✇ ❛t t❤❡ ❡♥❞ ✐t s❛②s ❝♦♥tr❛st✐♥❣ ✇✐t❤ ✐t✿ ✏❲❡
s❤❛❧❧ ♥♦t s❡❡❦ ❛♥②t❤✐♥❣ ♦t❤❡r t❤❛♥ t❤❡ ❣❧♦r② ♦❢ ●♦❞ ❛♥❞ t❤❡ ❣♦♦❞ ♦❢ s♦✉❧s✳✑ ✷✶❚❤❡s❡ ❛r❡
t❤❡ ♦❜❥❡❝t✐✈❡s t❤❡② ❤❛✈❡ ❝♦♠♠✐tt❡❞ t❤❡♠s❡❧✈❡s t♦ ✇❤❡♥ ❥♦✐♥✐♥❣ ❉♦♥ ❇♦s❝♦✳ ❯♥❞❡r t❤❡
s❡✈❡♥ ❝♦♥❞✐t✐♦♥s t❤❡s❡ ✇✐❧❧ r❡♠❛✐♥ t❤❡✐r ✉❧t✐♠❛t❡ ♦❜❥❡❝t✐✈❡s✳ ❚❤❡② ✇✐❧❧ ❛❝t ✐♥ t❤❡ s♣✐r✐t
♦❢ t❤❡ ❘✉❧❡s ❢♦r t❤❡ ❍♦✉s❡s ❞✉❡ t♦ t❤❡ ❝❤❛♥❣❡ ✐♥ t❤❡✐r ❜❡❤❛✈✐♦✉r✳ ■t st✐♣✉❧❛t❡❞✿ ✏❚❤❡
r❡❝t♦r ♠✉st ♦❢t❡♥ r❡♠✐♥❞ t❤❡ t❡❛❝❤❡rs ♦❢ t❤❡✐r ❞✉t② t♦ ✇♦r❦ ❢♦r ●♦❞✬s ❣❧♦r②✳✑ ✷✺✸ ■t ✐♠♣❧✐❡s
❝♦♠♠✐t♠❡♥t ❢♦r ✏t❤❡ s❛✈✐♥❣ ♦❢ t❤❡ s♦✉❧s✑✱ ❛♠♦♥❣ ♦t❤❡r t❤✐♥❣s t❤r♦✉❣❤ ✏♥♦t ❝r✉s❤✐♥❣ t❤❡
❜r✉✐s❡❞ r❡❡❞ ♥♦r q✉❡♥❝❤✐♥❣ t❤❡ s♠♦✉❧❞❡r✐♥❣ ✢❛①✳✑
❚❤❡ ✐♥❝❧✉s✐♦♥ ✐s ❧❡ss ❝❧❡❛r ✐♥ t❤❡ ✜♥❛❧ ❡❞✐t✐♦♥ t❤❛♥ ✐♥ ❜❡❝❛✉s❡ t❤❡ ❛✉t❤♦r ✇❡❛✈❡s t❤❡
❢♦❧❧♦✇✐♥❣ ♥♦✈❡❧t✐❡s ✐♥t♦ ✐t ❛t t❤❡ ❡♥❞✿ ✏■❢ ✇❡ ❤❛✈❡ t❤✐s tr✉❡ ❧♦✈❡✑ ❛♥❞✿ ✏■t ✐s ❥✉st ✇❤❡♥
t❤✐s ❧♦✈❡ ❧❛♥❣✉✐s❤❡s✳ ✳ ✳ ✑ ❇❡s✐❞❡s✱ ❜♦t❤ r❡❢❡r❡♥❝❡s ❛r❡ ♥♦t t❤❡ ❜❡st ♦❢ t❤❡✐r ❦✐♥❞ s✐♥❝❡ ✐t ✐s
♥♦t ❝❧❡❛r ✇❤❛t t❤❡ ✇r✐t❡r ✇❛♥ts t♦ r❡❢❡r t♦ ✇✐t❤ ✏t❤✐s tr✉❡ ❧♦✈❡✑ ❛♥❞ ✏t❤✐s ❧♦✈❡✑ ✐♥ t❤❡
❝♦♥❝❧✉❞✐♥❣ ❡♥❞✳ ◆♦♥❡ ♦❢ t❤❡ s❡✈❡♥ ✇❛②s ♦❢ ❝❤❛♥❣✐♥❣ ❜❡❤❛✈✐♦✉r ❝❛♥ ❜❡ s✐♥❣❧❡❞ ♦✉t ❢♦r ✐t✳
◆♦r ❞♦❡s t❤✐s s❡♥t❡♥❝❡✱ ✇❤✐❝❤ ❝❛♥ ❜❡ ❢♦✉♥❞ ❛ ❜✐t ❜❡❢♦r❡✿ ✏❚❤✐s ❧♦✈❡ ❡♥❛❜❧❡s s✉♣❡r✐♦rs t♦
♣✉t ✉♣ ✇✐t❤ t❤❡ ✇❡❛r✐♥❡ss✳✑ ✷✵❚❤✐s ✐s t❤❡ ❝❛s❡ ❜❡❝❛✉s❡ ✏t❤✐s ❧♦✈❡✑ ✐♥ t❤❡ ❝♦♥t❡①t ♦❢ t❤❡
❧❛tt❡r s❡♥t❡♥❝❡ ❝❛♥ ♦♥❧② ❜❡ t❤❡ ❜♦②s✬ ❛✛❡❝t✐♦♥ ✇❤✐❝❤ ❝❛♥ ❜❡ ❡①♣❡r✐❡♥❝❡❞ ❜❡❝❛✉s❡ ♦❢ t❤❡✐r
✏❝♦♥✜❞❡♥❝❡✑ ❛♥❞ ✏t❤❡✐r ❢r❛♥❦♥❡ss✑✳
❚❤❛t ✐s ✇❤② t❤❡ q✉❡st✐♦♥ ❛r✐s❡s ✇❤❡t❤❡r ✐t r❡❛❧❧② ✐s ❛❜♦✉t ❛ r❡❢❡r❡♥❝❡ t♦ ❛ ♣r❡✈✐♦✉s t❡①t
♦♥ ❧♦✈❡✳ ■s ♥♦t t❤❡ ✐♥s❡rt✐♦♥ ♦❢ ❛ ♥❡✇ ✇♦r❞ ❛♥❞ ❛ ♥❡✇ ✐❞❡❛ ✕ ♥❡✇ ✈✐s✲à✲✈✐s ♠❛♥✉s❝r✐♣t
✕ t❤❡ ❝❛✉s❡ ♦❢ ✐ts ❜❡✐♥❣ ✉♥❜❛❧❛♥❝❡❞ ❛♥❞ ♦❜s❝✉r❡ ❤❡r❡❄ P❡r❤❛♣s ✐♥ ❛ ❧❛t❡r st❛❣❡ ♦❢
t❤❡ ✇r✐t✐♥❣ t❤❡ ❡❞✐t♦r ❤❛s ❢♦✉♥❞ ✐♥s♣✐r❛t✐♦♥ ❢♦r t❤❛t ❛❞❞✐t✐♦♥ ❛♥❞ t❤❡ ♣❤r❛s❡ tr✉❡ ❧♦✈❡✑
✐♥ t❤❡ ❝♦♥❝❧✉s✐♦♥s ♦❢ t❤❡ ❚❤✐r❞ ❛♥❞ ❋♦✉rt❤ ●❡♥❡r❛❧ ❈❤❛♣t❡r ✇❤✐❝❤ ❤❡ ❝♦✉❧❞ ❤❛✈❡ ❜❡❡♥
✐♥❢♦r♠❡❞ ❛❜♦✉t✳ ❖♥❡ ♦❢ t❤❡ ❝♦♥❝❧✉s✐♦♥s ♣r❡s❝r✐❜❡❞✿ ✏❖♥❡ ❤❛s t♦ s❡❡ t♦ ✐t ✈❡r② ❝❛r❡❢✉❧❧②
t❤❛t t❤❡② ❬t❤❡ ❛rt✐s❛♥s❪ ❡①♣❡r✐❡♥❝❡✴r❡❛❧✐③❡ t❤❛t t❤❡ s✉♣❡r✐♦rs ❧♦✈❡ ❛♥❞ ❡st❡❡♠ t❤❡♠✳ ❚❤✐s
❝❛♥ ❜❡ ♦❜t❛✐♥❡❞ ✐❢ ♦♥❡ tr❡❛ts t❤❡♠ ✇✐t❤ t❤✐s tr✉❡ ❈❤r✐st✐❛♥ ❧♦✈❡ ❬✈❡r❛ ❝❛r✐tà❪✱ ✇❤✐❝❤ ✐s
r❡❝♦♠♠❡♥❞❡❞ ❜② t❤❡ ❍♦❧② ●♦s♣❡❧✳✑ ✷✺✹ ❍❡ ❞✐❞ s✉❜st✐t✉t❡ ✏ ❝❛r✐tà✑ ❜② ✏ ❛♠♦r❡✑✱ ❛t ❧❡❛st ✐♥
t❤❡ ♦r✐❣✐♥❛❧ ✈❡rs✐♦♥ ♦❢
❋✉rt❤❡r♠♦r❡ ❋r ▲❡♠♦②♥❡ ♦♠✐tt❡❞ t❤❡ ❢♦❧❧♦✇✐♥❣ t❤♦✉❣❤t ❢r♦♠ ✿ ✏❛❝❝♦r❞✐♥❣ t♦ t❤❡
❡①❛♠♣❧❡ ♦❢ ❏❡s✉s ❈❤r✐st✳✑ ❚❤✐s r❡❢❡r❡♥❝❡ ✇♦✉❧❞ ❤❛✈❡ ❣♦♥❡ ✈❡r② ✇❡❧❧ t♦❣❡t❤❡r ✇✐t❤ t❤❡
❝♦♥s✐❞❡r❛t✐♦♥s ❥✉st ❜❡❢♦r❡ t❤❡ s❡✈❡♥❢♦❧❞ ❧✐st✐♥❣✱ ✐♥ ✇❤✐❝❤ ❏❡s✉s ✐s ❛❧s♦ ❝❛❧❧❡❞ ❤❡r❡ ✏②♦✉r
♠♦❞❡❧✑✳ ■t ✇♦✉❧❞ ❤❛✈❡ ❜❡❡♥ ❛ ❜❡tt❡r ❦✐♥❞ ♦❢ ✐♥❝❧✉s✐♦♥✳
✷✺✸❖❊ ❳❳■❳ ❬✶✷✽✴✶✵❪✳ ❈❢✳ ▼❇ ■❳✱ ♣✳ ✺✼✺❀ ❊▼❇ ❳■✱ ♣✳ ✷✼✵✳ ●✳❇✳ ▲❡♠♦②♥❡ ✐♥❝❧✉❞❡❞ t❤✐s t❤♦✉❣❤t
❛♠♦♥❣ t❤❡ st❛t❡♠❡♥ts ❉♦♥ ❇♦s❝♦ ❦❡♣t r❡♣❡❛t✐♥❣✳ ❈❢✳ ❢♦r t❤✐s ▼❇ ❱■✱ ♣✳ ✸✽✾❀ ❊▼❇ ❱■✱ ♣✳ ✷✶✺✳
❚❤❡ t❡①t r✉♥s✿ ✏■❢ ✇❡ s❡❡❦ ♦♥❧② t❤❡ ❣❧♦r② ♦❢ ●♦❞✱ ✇❡ s❤❛❧❧ ❝♦♥t✐♥✉❡ t♦ ❡♥❥♦② t❤❡ ❣♦❧❞❡♥ ❞❛②s ♦❢ t❤❡
❖r❛t♦r②✱ ❜✉t ✐❢ ✇❡ ❛r❡ ❛❢t❡r ♦✉r ♦✇♥ ❣❧♦r②✱ t❤❡♥ ❞✐s❝♦♥t❡♥t✱ ❞✐✈✐s✐♦♥ ❛♥❞ ❞✐s♦r❞❡r ✇✐❧❧ ❜❡ ✉♣♦♥ ✉s✳✑
❚❤✐s ❢♦r♠✉❧❛t✐♦♥ ✐ts❡❧❢ ✇❤✐❝❤ ♦❝❝✉rr❡❞ ✐♥ t❤❡ s✐①t❤ ✈♦❧✉♠❡ ♦❢ t❤❡ ▼❡♠♦r✐❡ ❜✐♦❣r❛✜❝❤❡✱ ♠❛② ♦❢ ❝♦✉rs❡
❤❛✈❡ ❜❡❡♥ ✐♥s♣✐r❡❞ ❜② t❤❡ ❧❡tt❡r ♦❢ ✶✽✽✹✳
✷✺✹❖❊ ❳❳❳❱■ ❬✷✼✵✲✷✼✶❪✳ ❚❤❡s❡ ❝♦♥❝❧✉s✐♦♥s ✇❡r❡ ♣✉❜❧✐s❤❡❞ ♦♥❧② ✐♥ ✶✽✽✼✳
✶✹✻

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✸✳✹✳✻ ❆❞❞✐t✐♦♥❛❧ ❝♦♥s✐❞❡r❛t✐♦♥s ❛❜♦✉t t❤❡ ❞❡❝❧✐♥❡ ♦❢ t❤❡ ♣r❡✈❡♥t✐✈❡ s②st❡♠
❛♥❞ t❤❡ ♥❡❡❞ t♦ ✐♠♣❧❡♠❡♥t ✐t ❛❣❛✐♥ ❬✷✶✲✷✸❪
❚❤❡ ♦♣t✐♠✐st✐❝ ✈✐s✐♦♥ ♦♥ t❤❡ ❢✉t✉r❡ ✐♥ t❤❡ ❝♦♥❝❧✉s✐♦♥ ❧❡❛✈❡s t❤❡ str♦♥❣ ✐♠♣r❡ss✐♦♥ t❤❛t
❇✉③③❡tt✐ ❤❛❞ ❜❡❡♥ ❛❧❧♦✇❡❞ t♦ s❛② ❡✈❡r②t❤✐♥❣ ❤❡ ❤❛❞ t♦ s❛② ♦♥ t❤❡ s✉❜❥❡❝t✳ ❲❡ ♣❡r❝❡✐✈❡
t❤❡ ❝♦♥t✐♥✉❛t✐♦♥ ♦❢ ❤✐s ❝♦♠♠❡♥t ❛s r❛t❤❡r ✉♥❡①♣❡❝t❡❞✱ ❡✈❡♥ ♠♦r❡ s♦ ✐♥ t❤❡ ✜rst ✈❡rs✐♦♥
✮ t❤❛♥ ✐♥ t❤❡ ❞❡✜♥✐t❡ ♦♥❡ ✭✮✳ ■t ✐s ❝♦♥♥❡❝t❡❞ ✇✐t❤ t❤❡ ✇❛② ❇✉③③❡tt✐✬s ❝♦♠♠❡♥t ✇❛s
❛♥❞ ✐s ❝♦♥t✐♥✉❡❞✳ ❆❢t❡r ❛❧❧ ❤✐s ❡✛♦rts t♦ ❡①♣❧❛✐♥ t❤✐♥❣s✱ t❤❡ q✉❡st✐♦♥ ✏❉♦ ②♦✉ ❦♥♦✇ ✇❤②
t❤❡ ♣r❡s❡♥t✲❞❛② ❖r❛t♦r② ❞✐✛❡rs ❢r♦♠ t❤❡ ❡❛r❧✐❡r ♦♥❡❄❝♦♠❡s ♦✉t ♦❢ t❤❡ ❜❧✉❡✿ ❛❜r✉♣t
❛♥❞ ❞✐st✉r❜✐♥❣✱ ✐♥❝♦♥✈❡♥✐❡♥t ❛♥❞ ♠♦r❡ t❤❛♥ r❡❞✉♥❞❛♥t✳ ❍❛❞ ✐t s❛✐❞✿ ✏❉♦ ②♦✉ ❦♥♦✇ ✇❤②
t♦❞❛②✬s ❖r❛t♦r② ❛❧s♦ ❞✐✛❡rs ❢r♦♠ t❤❡ ❡❛r❧✐❡r ♦♥❡❄✑✱ ✐t ✇♦✉❧❞ ❤❛✈❡ ❜❡❡♥ ♠♦r❡ ❛❝❝❡♣t❛❜❧❡✳
■t ✇♦✉❧❞ ❤❛✈❡ ❜❡❡♥ ❛♥ ✐♥tr♦❞✉❝t✐♦♥ t♦ ❛ ❢r❛❣♠❡♥t ✐♥t♦ ✇❤✐❝❤ ❛ ❝♦✉♣❧❡ ♦❢ ❧♦♦s❡ t❤♦✉❣❤ts
♦❢ ♠❛♥✉s❝r✐♣t st✐❧❧ ❝♦✉❧❞ ❤❛✈❡ ❜❡❡♥ str✉❝t✉r❡❞ ❛♥❞ ✐♥❝♦r♣♦r❛t❡❞✳ ❋r ▲❡♠♦②♥❡ ❤❛❞ ♥♦t
②❡t tr❡❛t❡❞ t❤❡♠ ✐♥ t❤❡ ❞❡✜♥✐t✐✈❡ ✈❡rs✐♦♥ ❛❧t❤♦✉❣❤ t❤❡② ✇❡r❡ ❝❡rt❛✐♥❧② ✐♠♣♦rt❛♥t✳ ❍❡
❤❛❞ ✐♥tr♦❞✉❝❡❞ t❤❡ ❛♥s✇❡rs t♦ t❤❛t q✉❡st✐♦♥ ✐♥ ❜② r❡♣❡❛t✐♥❣ ✏❜❡❝❛✉s❡✑ t❤r❡❡ t✐♠❡s✳
■♥ ❞♦✐♥❣ s♦ ❤❡ ❛ttr✐❜✉t❡❞ t❤❡ ❞✐✛❡r❡♥❝❡ ❜❡t✇❡❡♥ ✏t❤❡ ❡❛r❧✐❡r ❖r❛t♦r②✑ ❛♥❞ ✏t❤❡ ♣r❡s❡♥t
♦♥❡✑ t♦ ❝❛✉s❡s ♦❢ ❛ r❛t❤❡r str✉❝t✉r❛❧ ♥❛t✉r❡✳ ■t s❤♦✇❡❞ t❤❡② ❤❛❞ ❜❡❡♥ ❛❜❛♥❞♦♥✐♥❣ t❤❡
♣r❡✈❡♥t✐✈❡ s②st❡♠ ✐♥ ❱❛❧❞♦❝❝♦ ❛♥❞ ❛❞♦♣t✐♥❣ t❤❡ r❡♣r❡ss✐✈❡ s②st❡♠✳
■♥ t❤❡ ✜♥❛❧ ❡❞✐t✐♦♥ ❤❡ ❤❛❞ ♠❛❞❡ t❤❡ tr❛♥s✐t✐♦♥ s❧✐❣❤t❧② s♠♦♦t❤❡r ❜② st❛t✐♥❣ ❜❡❢♦r❡❤❛♥❞
t❤❛t ✏✇❤❡♥ t❤✐s ❧♦✈❡ ❧❛♥❣✉✐s❤❡s✱ t❤✐♥❣s ♥♦ ❧♦♥❣❡r ❣♦ ✇❡❧❧✑ ❛♥❞ ✐♠♠❡❞✐❛t❡❧② ❧✐♥❦✐♥❣ ✐t t♦
t❤❡ q✉❡st✐♦♥✿ ✏❲❤② ❞♦ ♣❡♦♣❧❡ ✇❛♥t t♦ r❡♣❧❛❝❡ ❧♦✈❡❄✑ ✷✺✺ ■t ♠❛❦❡s ♦♥❡ s✉s♣❡❝t t❤❛t ❤❡ ❤❛s
❣♦t ❛✛❡❝t✐✈❡ ❧♦✈❡✱ ✐✳❡✳ ❛✛❡❝t✐♦♥ ♦❢ t❤❡ ❙❛❧❡s✐❛♥s ❢♦r t❤❡ ❜♦②s ♦♥ ❤✐s ♠✐♥❞✳ ❚❤✐s ✐s t❤❡
s♦rt ♦❢ ❧♦✈❡ ✇❤✐❝❤ ♦♥❧② ❜❡❝♦♠❡s ✈✐s✐❜❧❡✱ ❛♥❞ t❛♥❣✐❜❧❡ ❛♥❞ ❝❛♥ ❜❡ ❡①♣❡r✐❡♥❝❡❞ t❤r♦✉❣❤
❢❛♠✐❧✐❛r✐t②✱ ❦✐♥❞✱ ❥♦✈✐❛❧ ❛♥❞ ✐♥t❡r❡st❡❞ r❡❧❛t✐♥❣ t♦ ❡❛❝❤ ♦t❤❡r✳ ◆❡①t t♦ t❤❡ ✏❧❛♥❣✉✐s❤✐♥❣
♦❢ t❤❛t ❧♦✈❡✑ ✷✶❤❡ ✇✐❧❧ s♦♦♥ ❥✉①t❛♣♦s❡ t❤❡ ✏❧❛❝❦ ♦❢ ❢❛♠✐❧✐❛r✐t②✑✳ ✷✷
❈♦♠♣❧❛✐♥t ❛❣❛✐♥st t❤❡ ❜❡tr❛②❛❧ ❛♥❞ ❡✈❡♥ s✉❜st✐t✉t✐♦♥ ♦❢ ❉♦♥❇♦s❝♦✬s ❡❞✉❝❛t✐♦♥❛❧
s②st❡♠ ✷✶✲✷✸
▼❛♥✉s❝r✐♣t ✇♦✉❧❞ ❝❡rt❛✐♥❧② ♥♦t ❤❛✈❡ ♣❧❡❛s❡❞ ❋r ▲❡♠♦②♥❡✳ ❍❡ r❡♣❧❛❝❡s t❤❡ ♣❡rs✐st❡♥t
✏❜❡❝❛✉s❡✑ ♦❢ t❤❡ ❛♥s✇❡rs ✐♥ ❜② t❤r❡❡ ✏✇❤②✑ q✉❡st✐♦♥s✳ ❚❤✐s ❝❤❛♥❣❡ ✐s st✐❧❧ ♣✉t ✐♥t♦
❇✉③③❡tt✐✬s ♠♦✉t❤✱ ✇❤✐❝❤ ❛♣♣❛r❡♥t❧② ❝❛♥♥♦t ❜❡ st♦♣♣❡❞✳ P❡r❤❛♣s ✐t ✐s ♠❡r❡❧② ❛ st②❧❡ t♦♦❧
t♦ ❢❛♥ t❤❡ ✢❛♠❡ ♦❢ ❛tt❡♥t✐♦♥✳ ❲❤❡t❤❡r t❤❡ ❝❤❛♥❣❡ ✐s ✐♥t❡♥❞❡❞ ♦r ✐♥❝✐❞❡♥t❛❧ ❞♦❡s ♥♦t
♠❛tt❡r✿ t❤❡ ❝♦♥t❡♥t ❜❡❝♦♠❡s ♠♦r❡ ❢♦r❝❡❢✉❧ ❛♥❞ t❤❡ t♦♥❡ ❣❡ts ❡✈❡♥ ♠♦r❡ r❡♣r♦❛❝❤✐♥❣ ❛s
❛ ❝♦♥s❡q✉❡♥❝❡ ♦❢ t❤❡ ❝❧❡❛r ❝❧✐♠❛① ♥♦✇✳
❈♦❧❞ r✉❧❡ s ❝❤✐❧❧ t❤❡ ❡❞✉❝❛t✐♦♥❛❧ ❛t♠♦s♣❤❡r❡ ✷✶✲✷✷
✷✺✺■♥ ❧❛t❡r ■t❛❧✐❛♥ ♠❛♥✉s❝r✐♣ts ❛♥❞ ❡❞✐t✐♦♥s t❤✐s ✈❡r❜❛❧ ❧✐♥❦ ❡✈❡♥ ❣♦t ❧♦st✳ ●✳❇✳ ▲❡♠♦②♥❡ ❤✐♠s❡❧❢ ❛❝❝❡♣t❡❞
❛ s✉❜st✐t✉t✐♦♥ ♦❢ ✏❛♠♦r❡ ✑ ❜② ✏❝❛r✐tà ✑ ❛t ❛ ❝❡rt❛✐♥ ♠♦♠❡♥t✳ ❚❤✐s ✈❡rs✐♦♥ ❝❛♠❡t ✐♥t♦ t❤❡ ❈♦♥st✐t✉t✐♦♥s
♦❢ t❤❡ ❙❛❧❡s✐❛♥s ❛♥❞ ❚❤❡ ❉❛✉❣❤t❡rs ♦❢ ▼❛r② ❍❡❧♣ ♦❢ ❈❤r✐st✐❛♥s ✈✐❛ t❤❡ ▼❡♠♦r✐❡ ❜✐♦❣r❛✜❝❤❡ ✭▼❇
❳❱■■✱ ♣✳ ✶✶✶❀ ❊▼❇ ❳❱■■✱ ♣✳ ✽✽✮ ❛♥❞ ❊♣✐st♦❧❛r✐♦ ✭❊ ■❱✱ ♣✳ ✷✻✻✮✳ ❚❤❡ ❉✉t❝❤✱ ●❡r♠❛♥ ❛♥❞ ❋r❡♥❝❤
tr❛♥s❧❛t✐♦♥s ❞✐❞ ♥♦t ♣❛② ❛tt❡♥t✐♦♥ t♦ t❤✐s✳ ❚❤❡ ❛❝ts ♦❢ t❤❡ ❈❤✐❡❢ ❈♦✉♥❝✐❧ ❛♥❞ ❇✳ ❋❛s❝✐❡ ♣✉❜❧✐s❤❡❞
t❤❡ ♦r✐❣✐♥❛❧ ❡❞✐t✐♦♥ t❤♦✉❣❤ ✐♥ ✶✾✷✼✳ ✭❆tt✐ ❞❡❧ ❈❛♣✐t♦❧♦ ❙✉♣❡r✐♦r❡ ♦❢ ✶✾✷✵❀ ❋❆❙❈■❊✱ ❇✳✱ ❉❡❧ ♠❡t♦❞♦
❡❞✉❝❛t✐✈♦ ❞✐ ❉♦♥ ❇♦s❝♦✱ ❚✉r✐♥✱ ❙❊■✱ ✶✾✸✶✱ ♣✳ ✼✼✮
✶✹✼

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❚❤❡ ✜rst q✉❡st✐♦♥ r✉♥s ❛s ❢♦❧❧♦✇s✿ ✏❲❤② ❞♦ ♣❡♦♣❧❡ ✇❛♥t t♦ r❡♣❧❛❝❡ ❧♦✈❡ ✇✐t❤ ❝♦❧❞ r✉❧❡s❄✑
■t ✐s ♦❜✈✐♦✉s✿ ✏❝♦❧❞ r✉❧❡ ✐s ♠❡❛♥t t♦ ❜❡ ❞✐s❛♣♣r♦✈✐♥❣ ❛♥❞ ❤❛s ♥♦ ❝♦♥♥❡❝t✐♦♥ ✇❤❛ts♦❡✈❡r
✇✐t❤ ❤✐s ♦✇♥ ❘✉❧❡s ❢♦r t❤❡ ❍♦✉s❡s✳ ❚❤❛t ❘✉❧❡✱ ❤✐s ❘✉❧❡ s✉✣❝❡s✳ ❚❤❡ ❝❧❡❛r st❛t❡♠❡♥t
✏♠♦r❡ ❛♥❞ ♠♦r❡ r✉❧✐♥❣✑ ♦r ♠❛❦✐♥❣ ✉♣ ♠♦r❡ r✉❧❡s✱ ❛s ♣✉t ✐♥ t❤❡ ♦r✐❣✐♥❛❧ ❡❞✐t✐♦♥✱ ❤❛❞
♣❡r❤❛♣s ❜❡❡♥ ♣r❡❢❡r❛❜❧❡✳ ❚❤❛t ✇✐❧❧ ❜❡❝♦♠❡ ❝❧❡❛r ❢r♦♠ t❤❡ ♦t❤❡r ✏✇❤②✬s✑✳
❚❤❡ ✇♦r❞ ✏r✉❧❡s✑ ❡♥❛❜❧❡s ✉s t♦ s❤❡❞ ❛ ❧✐❣❤t ♦♥ s❡✈❡r❛❧ ❛s♣❡❝ts✳ ❖♥❧② ♠❡♥t✐♦♥✐♥❣ ✏❝♦❧❞
r✉❧❡s✑ ♦❜✈✐♦✉s❧② str❡♥❣t❤❡♥s t❤❡ ❝♦♥tr❛st ✇✐t❤ t❤❡ ✇❛r♠t❤ ♦❢ ❝♦♥❝❡♣ts s✉❝❤ ❛s ❛✛❡❝t✐♦♥
❛♥❞ ❦✐♥❞✱ ❥♦✈✐❛❧ ❛♥❞ ❝♦r❞✐❛❧ ✇❛② ♦❢ ❞❡❛❧✐♥❣ ✇✐t❤ ♣❡♦♣❧❡✳ ❈♦❧❞♥❡ss ❡✈♦❦❡s t❤❡ ❛t♠♦s♣❤❡r❡
♦❢ ❜❛rr✐❡rs ❛♥❞ ❞✐st❛♥❝❡✳
❚❤❡ s✉♣❡r✐♦rs ♠♦✈❡ ❛✇❛② ❢r♦♠ ❉♦♥ ❇♦s❝♦✬s ❡❞✉❝❛t✐♦♥❛❧ r✉❧❡s ✷✷
❚❤❡ s❡❝♦♥❞ ✏✇❤②✑ ✐s ♣❤r❛s❡❞ ❛s ❢♦❧❧♦✇s✿ ✏❲❤② ❞♦ t❤❡ s✉♣❡r✐♦rs ♠♦✈❡ ❛✇❛② ❢r♦♠ t❤❡
♦❜s❡r✈❛♥❝❡ ♦❢ t❤❡ ❡❞✉❝❛t✐♦♥❛❧r✉❧❡s ❉♦♥ ❇♦s❝♦ ❤❛s ❣✐✈❡♥ t❤❡♠❄✑ ❚❤✐s ❞♦❡s ♥♦t ♦♥❧② r❡❢❡r
t♦ ❤✐s ❘✉❧❡s ❢♦r t❤❡ ❍♦✉s❡s✱ ❜✉t ❛❧s♦ t♦ ♦r❛❧ ❛♥❞ ✇r✐tt❡♥ ✐♥str✉❝t✐♦♥s✱ ✇❤✐❝❤ ❤❛✈❡ ❜❡❡♥
r❡♣❡❛t❡❞ s❡✈❡r❛❧ t✐♠❡s✳✷✺✻ ▲♦♦❦✐♥❣ ❛t ✐t ❢r♦♠ ❛♥ ❡❞✐t♦r✬s ♣❡rs♣❡❝t✐✈❡✱ ✇❡ ♠✉st ♥♦t✐❝❡ t❤❛t
t❤❡ ❡❞✐t♦r ❤❛s ❧❡❢t t❤❡ ❞✐❛❧♦❣✉❡ st②❧❡ ♦❢ ❛ t❛❧❦ ❜❡t✇❡❡♥ ❉♦♥ ❇♦s❝♦ ❛♥❞ ❇✉③③❡tt✐ ✇✐t❤ t❤❡
♣❤r❛s❡ ✏❉♦♥ ❇♦s❝♦ ❤❛s ❣✐✈❡♥ t❤❡♠✑✳ ●✳ ❇✉③③❡tt✐ ❝♦✉❧❞ ♥♦t t❛❧❦ ✐♥ t❤✐s ✇❛②✳ ■♥ ♠❛♥✉s❝r✐♣t
✏t❤✐s ♣❛st ♣✉♣✐❧✑ ♦r ✏t❤✐s ❢r✐❡♥❞✑✱ ✇❤♦ ❝♦✉❧❞ ♥♦t ❜❡ ❛♥②♦♥❡ ❡❧s❡ ❜✉t ❇✉③③❡tt✐✱ ❤❛❞ ❜❡❡♥
❛❜❧❡ t♦ st✐❧❧ ✉s❡ t❤❡ ❝♦♥✜❞❡♥t✐❛❧ ❢♦r♠ ♦❢ ❵②♦✉✬✿ ✏✇❤✐❝❤ ②♦✉ ❤❛✈❡ ♣r❡s❝r✐❜❡❞ ❢♦r t❤❡♠✳✑ ✾✱
✶✺✲✶✻❚❤❛t ❦❡❡♣s ✐t ✇✐t❤✐♥ t❤❡ s♣✐r✐t ♦❢ t❤❡ ✇❤♦❧❡ ♣r♦❥❡❝t✳ ❈♦✉❧❞ t❤❡ ❝❤❛♥❣❡ ✐♥ st②❧❡ ❜❡
✐♥❝✐❞❡♥t❛❧ ♦r ❞✉❡ t♦ ❛❜s❡♥t✲♠✐♥❞❡❞♥❡ss❄ ❖r ❝♦✉❧❞ t❤❡r❡ ❜❡ ♠♦r❡ t♦ ✐t❄ ❈♦✉❧❞ t❤❡ ❝❤❛♥❣❡
❜❡ ❛ttr✐❜✉t❡❞ t♦ ❛ ❧❛t❡r ✐♥t❡r✈❡♥t✐♦♥ ❜② ▲❡♠♦②♥❡ ❜❡❝❛✉s❡ ❤❡ t❤♦✉❣❤t ✐t ✇♦rt❤✇❤✐❧❡ t♦
❡♠♣❤❛s✐③❡ t❤❛t t❤❡ r✉❧❡s ❝♦♥❝❡r♥✐♥❣ t❤❡ ❡ss❡♥t✐❛❧ ♠❛tt❡r ♦❢ t❤❡ ❡❞✉❝❛t✐♦♥❛❧ r✉❧❡s ❛♥❞
s②st❡♠ ❝❛♠❡ ❢r♦♠ ❉♦♥ ❇♦s❝♦ ❤✐♠s❡❧❢ ❄ ■t ❧♦♦❦s ❛s ✐❢ ❤❡ ✇❛♥t❡❞ t♦ ❣✐✈❡ t❤❡ ❝♦♥t❡♥t ♦❢ t❤❡
q✉❡st✐♦♥ ♠♦r❡ ♣r♦♠✐♥❡♥❝❡ ❜② ♠❛❦✐♥❣ ❉♦♥ ❇♦s❝♦ s✉❜❥❡❝t ♦❢ t❤❡ s✉❜✲❝❧❛✉s❡✳
❍♦✇❡✈❡r✱ ❤❡ ❤❛s ♣r❡s❡r✈❡❞ t❤❡ ♣❧✉r❛❧ ✏②♦✉r ❙❛❧❡s✐❛♥s✑ ❬✏ ✐ t✉♦✐ ✑ ❪ ❜② ✇r✐t✐♥❣ ✏t❤❡ s✉♣❡✲
r✐♦rs✑✳ ❚❤✐s ✐s ♠❡❛♥✐♥❣❢✉❧ ❝♦♥s✐❞❡r✐♥❣ ✇❤❛t ✐s t♦ ❢♦❧❧♦✇✳
❚❤❡② ❜❡tr❛② t❤❡ ❤❡❛rt ♦❢ t❤❡ ♣r❡✈❡♥t✐✈❡ s②st❡♠ ✿ ✇❛t❝❤❢✉❧ ❛♥❞ ❧♦✈✐♥❣ ♣r❡✈❡♥t✐♦♥ ✷✷
❚❤❡ ♣❡rs♣❡❝t✐✈❡ ♦❢ s♣❡❛❦✐♥❣ ✇✐t❤ ❛✉t❤♦r✐t② ✲ ❛❧s♦ ❛♥❞ ❡✈❡♥ ♠♦r❡ s♦ ✲ ❣♦❡s ❢♦r t❤❡ t❤✐r❞
q✉❡st✐♦♥✱ ✇❤✐❝❤ ❢r❡s❤❡♥s ✉♣ ❡ss❡♥t✐❛❧ ❡❧❡♠❡♥ts ❢r♦♠ t❤❡ ▲✐tt❧❡ ❚r❡❛t✐s❡ ♦♥ t❤❡ Pr❡✈❡♥t✐✈❡
❙②st❡♠ ✈❡r② ✇❡❧❧✳ ❚✇♦ t♦t❛❧❧② ❞✐✛❡r❡♥t s②st❡♠s ❛r❡ ✐♥❞❡❡❞ ❥✉①t❛♣♦s❡❞ ❤❡r❡ ❥✉st ❧✐❦❡ ✐♥
t❤❡ ❧✐tt❧❡ tr❡❛t✐s❡✱ ❜✉t ✐♥ r❡✈❡rs❡ ♦r❞❡r✳ ■♥ t❤❡ ❧✐tt❧❡ tr❡❛t✐s❡ ❉♦♥ ❇♦s❝♦ ❞❡s❝r✐❜❡s t❤❡
r❡♣r❡ss✐✈❡ s②st❡♠ ✜rst✳ ❍❡r❡ t❤❡ ♣r❡✈❡♥t✐✈❡ s②st❡♠ ❝♦♠❡s ✜rst ✉s✐♥❣ t❤❡ s❛♠❡ t②♣✐❝❛❧
✈♦❝❛❜✉❧❛r②✱ ✐✳❡✳ ✏❧♦✈✐♥❣ ❛♥❞ ✇❛t❝❤❢✉❧ ♣r❡✈❡♥t✐♦♥✳✑ ❚❤❡ ✇♦r❞✐♥❣ ✐♥ ■t❛❧✐❛♥ ✐s✿ ✏ ♣r❡✈❡♥✐r❡
❝♦❧❧❛ ✈✐❣✐❧❛♥③❛✑ ❛♥❞ ✏ ❛♠♦r♦s❛♠❡♥t❡✑✳ ❚❤❡s❡ ✇♦r❞s ❛r❡ ✐♥t❡♥❞❡❞ t♦ r❡❝❛❧❧ ❛ ♠❡♠♦r② ♦❢ t❤❡
✜rst ❝❤❛♣t❡r ♦❢ t❤❡ ❧✐tt❧❡ tr❡❛t✐s❡✳ ❚❤❡r❡ ❉♦♥ ❇♦s❝♦ ✉s❡❞ t❤❡ ■t❛❧✐❛♥ ✇♦r❞✐♥❣s ✏ s♦r✈❡❣❧✐❛r❡
✐♥ ❣✉✐s❛ ❞✐✇❛t❝❤✐♥❣ ❝❛r❡❢✉❧❧② s♦ t❤❛t❛♥❞ ✏ ♣❛❞r✐ ❛♠♦r♦s✐❧♦✈✐♥❣ ❢❛t❤❡rs✱ ❞❡❛r ❢❛t❤❡rs
✐♥❞❡❡❞✳ ■♥ t❤✐s ✇❛② ❜♦t❤ ♣r❡✈✐♦✉s ❛s♣❡❝ts ♦❢ ❤✐s s②st❡♠ ❛r❡ ❝♦♥✜r♠❡❞ ❤❡r❡✿ ✇❛t❝❤✐♥❣✱
❦❡❡♣✐♥❣ ♦♥ ❡②❡ ♦♥ t❤✐♥❣s ❛♥❞ ❛❧s♦ ❝♦❛❝❤✐♥❣ ❛✛❡❝t✐♦♥❛t❡❧②✳ ❍❡ ❛❧s♦ ♠❡❛♥s ❞♦✐♥❣ t❤❡s❡
✷✺✻■t ✇❛s t❤❡ ❘✉❧❡s ❢♦r t❤❡ ❍♦✉s❡s ✇❤✐❝❤ ❤❛❞ ❡♠❡r❣❡❞ ❢r♦♠ ②❡❛rs ♦❢ ❡①♣❡r✐❡♥❝❡✳ ❍♦✇❡✈❡r✱ ■ s❤♦✉❧❞ ❧✐❦❡
t♦ r❡❝❛❧❧ s♦♠❡ ♣❛❣❡s ❤❡r❡ ✐♥ ▼❇ ❳■❱✱ ♣♣✳ ✽✸✽✲✽✺✵✳ ❉✉r✐♥❣ t❤❡ ❣♦♦❞ ♥✐❣❤ts ✐♥ ❆♣r✐❧✲▼❛② ✶✽✻✽ ❉♦♥
❇♦s❝♦ ❝❧❡❛r❧② s❤♦✇s t❤❛t t❤❡ ❘✉❧❡s s❤♦✉❧❞ ❜❡ s✉✣❝✐❡♥t ❢♦r t❤❡ ❜♦②s✳ ❚❤❡② s❤♦✉❧❞ st✐❝❦ t♦ t❤❡♠ ❛♥❞
♦❜s❡r✈❡ t❤❡♠✳ ✭▼❇ ■❳✱ ♣♣✳ ✶✻✵✱ ✶✼✸❀ ❊▼❇ ■❳✱ ♣♣✳ ✼✾✱ ✾✶✳✮
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t❤✐♥❣s ❛t t❤❡ s❛♠❡ t✐♠❡✳ ▼❛♥✉s❝r✐♣ts ❛♥❞ ♦♥ t❤❡ ❝♦♥tr❛r② ❞❡♠❛♥❞❡❞ ♦♥❧② ❛tt❡♥t✐♦♥
❢♦r ✏t❤❡ ❢❛t❤❡r❧② s②st❡♠✑ ❬✷✷✱ ❛♥❞ ❢♦r t❤❡ ✏❧♦✈✐♥❣ ♣r❡✈❡♥t✐♦♥✑ ❬✷✷✱ ✱ ✇❤✐❝❤ r❡❛❧❧②
✜tt❡❞ ✐♥ ♣❡r❢❡❝t❧② ✇✐t❤ t❤❡ ❢r❛♠❡ ♦❢ t❤❡ ♣r❡✈✐♦✉s ❡①♣❧❛♥❛t✐♦♥✳ ❖♥ t❤❡ ♦t❤❡r ❤❛♥❞ t❤❡
✐❞❡❛ ♦❢ ♣r❡✈❡♥t✐♦♥ ❜❡✐♥❣ ❡①❝❧✉s✐✈❡❧② ✐♥t❡♥❞❡❞ ❛s ♣✉tt✐♥❣ ❛♥ ✐♠♣❡❞✐♠❡♥t ♦r ❛♥ ♦❜st❛❝❧❡
r❡♠❛✐♥s t❤❡ s❛♠❡ ✐♥ t❤❡ t❤r❡❡ t❡①ts ✭❇✱ ❈ ❛♥❞ ✮✳ ■t ❛✐♠s ✐♥❞❡❡❞ ♦♥❧② ❛t t❤❡ ✏♣r❡✈❡♥t✐♦♥
♦❢ ❞✐s♦r❞❡rs✳✑ ✷✺✼ ❚❤❛t ♠❛② ❤❛✈❡ ❜❡❡♥ t❤❡ ❞✐r❡❝t ❝♦♥s❡q✉❡♥❝❡ ♦❢ t❤❡ ♣r♦❜❧❡♠s ♣r❡✈❛✐❧✐♥❣
❛t ❱❛❧❞♦❝❝♦✱ ♠❡♥t✐♦♥❡❞ ✐♥ t❤❡ t❡❛❝❤❡rs✬ ♠❡❡t✐♥❣s ❛♥❞ ❛❧r❡❛❞② ❞✐s❝✉ss❡❞ ❛t ❧❡♥❣t❤ ✐♥ t❤✐s
✇r✐t✐♥❣✳
❚❤❡ r❡♣r❡ss✐✈❡ s②st❡♠ ❢✉❧❧② ❝♦♥tr❛sts ✇✐t❤ t❤❡ ✇❛t❝❤❢✉❧ ❛♥❞ ❧♦✈✐♥❣ ♣r❡✈❡♥t✐♦♥ ✐♥ t❤❡
t❡r♠✬s ❢✉❧❧ ♠❡❛♥✐♥❣✱ ✐✳❡✳ t❤❡ ❝❡♥tr❛❧ ✐t❡♠ ✐♥ ❉♦♥ ❇♦s❝♦✬s s②st❡♠ ❛♥❞ ♣r❛❝t✐❝❡✳ ❚❤❡
r❡♣r❡ss✐✈❡ s②st❡♠ ✏❝♦♥s✐sts ✐♥ ✏❢r❛♠✐♥❣ ❧❛✇s t♦ ❜❡ s✉st❛✐♥❡❞ t❤r♦✉❣❤ ♣✉♥✐s❤♠❡♥t✑ ✇❤✐❝❤
✐s ✏❧❡ss tr♦✉❜❧❡s♦♠❡ ❛♥❞ ✇♦r❦s ❢❛st❡r ❢♦r t❤❡ ♣❡rs♦♥ ✐♥ ❝♦♠♠❛♥❞✳✑ ✷✷■♥ t❤❡ ❧✐tt❧❡
tr❡❛t✐s❡ ✐t ✇❛s ❝❛❧❧❡❞ ✏♠❛❦✐♥❣ t❤❡ ❧❛✇ ❦♥♦✇♥ t♦ t❤❡ s✉❜❥❡❝ts✑✱ ✏✐♥✢✐❝t✐♥❣✱ ✇❤❡♥ ♥❡❝❡ss❛r②✱
t❤❡ ♣✉♥✐s❤♠❡♥t ❞❡s❡r✈❡❞✑ ❛♥❞✿ ✏t❤✐s s②st❡♠ ✐s ❡❛s②✱ ❧❡ss tr♦✉❜❧❡s♦♠❡✳✑ ✷✺✽
❚❤❡ r❡♣r❡ss✐✈❡ s②st❡♠ ♠❛② ❜❡ ❡❛s✐❡r ❢♦r t❤❡ t❡❛❝❤❡rs✱ ❛ss✐st❛♥ts ❛♥❞ s✉♣❡r✐♦rs✱ ❜✉t ✇✐t❤
t❤❡ ❜♦②s ✐t ♦♥❧② ✏❝r❡❛t❡s ❤❛tr❡❞ ❛♥❞ ❝❛✉s❡s ❞✐s❝♦♥t❡♥t✑ ❛♥❞ ✏❝♦♥t❡♠♣t ❢♦r t❤❡ ❡❞✉❝❛t♦rs✑
❜❡❝❛✉s❡ ✐♠♣♦s✐♥❣ ♣✉♥✐s❤♠❡♥ts ♣❧❛②s ❛ ♠❛✐♥ ♣❛rt✳ ■❢ ♦♥❡ ♥❡❣❧❡❝ts ❞❡♠❛♥❞✐♥❣ t❤❛t t❤❡
❜♦②s r❡s♣❡❝t t❤❡ r✉❧❡s✱ t❤❡♥ t❤❡ s❛♠❡ r❡❣✉❧❛t✐♦♥s ✇✐❧❧ ✏❜r✐♥❣ ❛❜♦✉t s❡r✐♦✉s ❞✐s♦r❞❡rs✑✳
❉♦♥ ❇♦s❝♦ ❤❛❞ ✇❛r♥❡❞ ❢♦r s✉❝❤ ♣❡r♥✐❝✐♦✉s ❝♦♥s❡q✉❡♥❝❡s ✐♥ ❤✐s ❧✐tt❧❡ tr❡❛t✐s❡✳ ❍❡ ✉s❡❞
t❤❡ ❢♦❧❧♦✇✐♥❣ ✇♦r❞s✿ ✏❊①♣❡r✐❡♥❝❡ t❡❛❝❤❡s t❤❛t t❤❡ ②♦✉♥❣ ❞♦ ♥♦t ❡❛s✐❧② ❢♦r❣❡t t❤❡ ♣✉♥✲
✐s❤♠❡♥ts t❤❡② ❤❛✈❡ r❡❝❡✐✈❡❞✱ ❛♥❞ ❢♦r t❤❡ ♠♦st ♣❛rt ❢♦st❡r ❜✐tt❡r ❢❡❡❧✐♥❣s✱ ❛❧♦♥❣ ✇✐t❤ t❤❡
❞❡s✐r❡ t♦ t❤r♦✇ ♦✛ t❤❡ ②♦❦❡ ❛♥❞ ❡✈❡♥ t♦ s❡❡❦ r❡✈❡♥❣❡✳✑ ✷✺✾ ❚❤✐s r❡✢❡❝t✐♦♥ ✐♥ t❤❡ ❞❡✜♥✐t❡
❧❛r❣❡ ✈❡rs✐♦♥ ❤❛s ❜❡❡♥ ❛ ❞❡✈❡❧♦♣♠❡♥t ♦❢ ✐♥ ❛ ❧❛t❡r ❝♦♥t✐♥✉❡❞ ❡❞✐t✐♥❣✱ ✇❤✐❝❤ ✇❛s s✉❜✲
st❛♥t✐❛t❡❞ ♣❛rt❧② ❜② ❛♥❞ ♣❛rt❧② ❜② ❝♦♠♣❧❡♠❡♥t❛r② ♦♣✐♥✐♦♥s ✐♥s♣✐r❡❞ ❜② ❛♥ ❡①❝❤❛♥❣❡
♦❢ ✐❞❡❛s ❛❢t❡r t❤❡ r❡t✉r♥ t♦ ❱❛❧❞♦❝❝♦✳ ❨❡t ❛❧❧ ❡❧❡♠❡♥ts s✉♣♣♦rt ❛ r❡✲❝♦♥✜r♠❛t✐♦♥ ❛♥❞ t❤❡
❤❛♠♠❡r✐♥❣ ❤♦♠❡ ♦❢ t❤❡ ❝♦♥❝❧✉s✐♦♥ ♦❢ t❤❡ ❚❤✐r❞ ●❡♥❡r❛❧ ❈❤❛♣t❡r✱ ✇❤✐❝❤ ✐♥str✉❝t❡❞✿ ✏❆s
❝♦♥❝❡r♥s ♣✉♥✐s❤♠❡♥ts✱ ✇❤❡t❤❡r ✐t ✐s ❝♦♥✈❡♥✐❡♥t ♦r ✐♥❝♦♥✈❡♥✐❡♥t ❬✷ ❚✐♠✳ ✹✿✷❪ ❬✏ ♦♣♣♦rt✉♥❡
❡❞ ✐♠♣♦rt✉♥❡✑ ❪ ✐♥s✐st t❤❛t t❤❡ ♣r❡✈❡♥t✐✈❡ s②st❡♠ ❜❡ ♣r❛❝t✐s❡❞✳✑ ✷✻✵ ❚❤❡ s❡❝♦♥❞ s❝❡♥❡ ♦❢
t❤❡ s❡❝♦♥❞ ❞❡s❝r✐♣t✐♦♥ ♦❢ ❧✐st❧❡ss r❡❝r❡❛t✐♦♥ ❤❛❞ ❞❡♠♦♥str❛t❡❞ t❤❛t ❤✐s ♦✇♥ s②st❡♠ ✇❛s
❛t st❛❦❡✳
❚❤❡ ❡❞✐t♦r ❞♦❡s ♥♦t ❡♥❞ t❤❡ t❤r❡❡✲q✉❡st✐♦♥ ❢r❛❣♠❡♥t ✇✐t❤ ❛♥ ✐♥❝❧✉s✐♦♥✳ ❚❤✐s ✇♦✉❧❞ ❤❛✈❡
❜❡❡♥ ♣♦ss✐❜❧❡ ❜② st❛t✐♥❣ ❢♦r ❡①❛♠♣❧❡ t❤❛t t❤❡ ❞✐s❝♦✉r❛❣✐♥❣ ❛♥❞ ❞❡♣❧♦r❛❜❧❡ ❝♦♥s❡q✉❡♥❝❡s
♦❢ t❤❡ ✏❣r❛❞✉❛❧✑ ❞❡t❡r✐♦r❛t✐♦♥ t♦✇❛r❞s t❤❡ r❡♣r❡ss✐✈❡ s②st❡♠ ✏♥❡❝❡ss❛r✐❧②✑ ❡♠❡r❣❡ ❢r♦♠ t❤❡
✏❧❛♥❣✉✐s❤✐♥❣✑✱ ②❡s ✐♥❞❡❡❞ t❤❡ ❧❛❝❦✐♥❣ ♦❢ ✏t❤❛t ❧♦✈❡✑✳ ◆♦✱ ❤❡ ♣r❡❢❡rs t❤❡ ✇♦r❞ ✏❢❛♠✐❧✐❛r✐t②✑✿
✏❚❤✐s ✐s s✉r❡ t♦ ❤❛♣♣❡♥ ✐❢ t❤❡r❡ ✐s ♥♦ ❢❛♠✐❧✐❛r✐t② ❬❵❢r✐❡♥❞❧② r❡❧❛t✐♦♥s❤✐♣✬❪✳✑ ❈❤♦♦s✐♥❣ t❤❛t
❧✐♥❦ ❤❡ ❛❧s♦ ♣✉ts t❤✐s ♣❛rt ♦❢ ❤✐s ✇r✐t✐♥❣ ✇✐t❤✐♥ t❤❡ ❢r❛♠❡✇♦r❦ ♦❢ t❤❡ s❡❝♦♥❞ t❤❡♠❡ ❤❡ ❤❛❞
✷✺✼▼♦r❡ ♦♥ ✐t ✐♥ ❇■❊❙▼❆◆❙✱ ❘✳✱ ❆ss✐st❡♥t✐❡✳ ✳ ✳ ✱ ♣♣✳ ✼✶✲✽✵✳ ❖❊ ❳❳■❳ ❬✶✵✵❪✳ ❈♦♥st✐t✉t✐♦♥s✳✳✳✱ ♣✳ ✷✹✼✳
✷✺✽❖❊ ❳❳■❳ ❬✾✾✲✶✵✵❪✳ ❈♦♥st✐t✉t✐♦♥s✳✳✳✱ ♣♣✳ ✷✹✻✲✷✹✼✳ ❍♦✇ ✜r♠❧② ❉♦♥ ❇♦s❝♦ ✇❛s ❝♦♥✈✐♥❝❡❞ t❤❛t ❤✐s
s②st❡♠ ✇❛s ♠♦r❡ ❞✐✣❝✉❧t✱ ✐s ❝❧❡❛r ❢r♦♠ t❤❡ ✇♦r❞s✿ ✏■t ❝❡rt❛✐♥❧② ❞♦❡s ♣r❡s❡♥t s♦♠❡ ❞✐✣❝✉❧t✐❡s✑ ❢♦r
t❤❡ ❡❞✉❝❛t♦rs✳ ❈❢✳ ❖❊ ❳❳■❳ ❬✶✵✻❪❀ ❈♦♥st✐t✉t✐♦♥s✳ ✳ ✳ ✱ ♣✳ ✷✺✶✳ ❚❤❡ s❡♥t❡♥❝❡ ✏❧❡ss tr♦✉❜❧❡s♦♠❡ ❢♦r t❤❡
♣❡rs♦♥ ✐♥ ❝♦♠♠❛♥❞✑ ✐s ❢❛✐❧✐♥❣ ✐♥ ❈♦♥st✐t✉t✐♦♥s✳ ✳ ✳ ✱ ♣✳ ✷✻✵✳ ❈❢✳ ❛❧s♦ ❢♦♦t♥♦t❡ ✶✺✸ ✐♥ t❤✐s ❝❤❛♣t❡r✳
✷✺✾❖❊ ❳❳■❳ ❬✶✵✶✲✶✵✷❪✳ ❈♦♥st✐t✉t✐♦♥s✳✳✳✱ ♣✳ ✷✹✽✳ ❈❢✳ ❛❧s♦ t❤❡ ✐♥tr♦❞✉❝t✐♦♥ t♦ t❤❡ ❝✐r❝✉❧❛r ♦♥ ♣✉♥✐s❤♠❡♥ts✳
✭❇❘❆■❉❖✱ P✳✱ ❉♦♥ ❇♦s❝♦ ❡❞✉❝❛t♦r❡✳ ✳ ✳ ✱ ♣♣✳ ✸✷✺✲✸✷✻✳ ❊▼❇ ❳❱■✱ ♣✳ ✸✻✽✳✮
✷✻✵❈❢✳ ✜rst ❝❤❛♣t❡r ❢♦♦t♥♦t❡s ✼✻✲✼✾✱ ♣❛rt✐❝✉❧❛r❧② ✼✾✳ ❆s ❢❛r ❛s t❤❡ ❛❞❞✐t✐♦♥ ✐s ❝♦♥❝❡r♥❡❞✱ s❡❡ ❝❤❛♣t❡r ✽ ✐♥
t❤❡ ✷♥❞ ✈♦❧✉♠❡✳
✶✹✾

15.10 Page 150

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t❛❝❦❧❡❞✳ ❚❤❡r❡ ❤❡ ❡①♣❧❛✐♥❡❞ ✇❤❛t ❤❡ ♠❡❛♥t ❜② ❢❛♠✐❧✐❛r✐t②✱ t❤❡ s❡❝♦♥❞ ❦❡② ❝♦♥❝❡♣t ❛♥❞
❤♦✇ t❤✐s ❝♦✉❧❞ ❝♦♥tr✐❜✉t❡ t♦ t❤❡ q✉❡st✐♦♥✿ ✏❍♦✇ t❤❡♥ ❛r❡ ✇❡ t♦ s❡t ❛❜♦✉t ❜r❡❛❦✐♥❣ ❞♦✇♥
t❤❛t ❜❛rr✐❡r❄✑ ✶✽■t ✐s ♥♦t t❤❡ ♣r❡s❡♥❝❡ ♦❢ ❛✛❡❝t✐♦♥ ♦r ❛✛❡❝t✐✈❡ ❧♦✈❡ t❤❛t ✐s ❞❡✜♥✐♥❣✱ ❜✉t
t❤❡ ♠✉t✉❛❧ ❡①❝❤❛♥❣❡s ♦r ❞❡♠♦♥str❛t✐♦♥s ♦❢ ❧♦✈❡ ❛r❡✱ ✇❤✐❝❤ ♠❡❛♥s t❤❡ ❢❛♠✐❧✐❛r✱ ♥❛t✉r❛❧✱
✐♥❢♦r♠❛❧✱ ❛✛❛❜❧❡✱ ❦✐♥❞ ❛♥❞ ❝♦r❞✐❛❧ ✇❛②s ♦❢ ❞❡❛❧✐♥❣ ✇✐t❤ ♦♥❡ ❛♥♦t❤❡r✳
❍❡ r❡✲❢♦r♠✉❧❛t❡s t❤✐s ❝♦♥✈✐❝t✐♦♥ ♦♥❝❡ ♠♦r❡ ✐♥ ❛❧❧ ✐ts ❝❧❛r✐t②✿ ✏■❢ t❤❡ ❖r❛t♦r② ✐s t♦
r❡t✉r♥ t♦ ✐ts ❢♦r♠❡r ❤❛♣♣✐♥❡ss✱ t❤❡ ❢♦r♠❡r s②st❡♠ ❤❛s ❣♦t t♦ ❜❡ r❡st♦r❡❞✳✑ ❚❤❡ ✜rst
♣❛rt ♦❢ t❤✐s s❡♥t❡♥❝❡ r❡♠✐♥❞s ✉s ♦❢ t❤❡ ❞❡s❝r✐♣t✐♦♥ ♦❢ t❤❡ ✈✐❜r❛♥t ❛♥❞ ❝❤❡❡r❢✉❧ s❝❡♥❡
✐♥ t❤❡ ♣❧❛②❣r♦✉♥❞ ✇✐t❤ t❤❡ ❝♦♥✜❞❡♥t✐❛❧✱ s♣♦♥t❛♥❡♦✉s ❛♥❞ ❥♦✈✐❛❧ ✐♥t❡r❛❝t✐♦♥s ❜❡t✇❡❡♥
②♦✉♥❣st❡rs ❛♥❞ ❡❞✉❝❛t♦rs✳ ■t ❡✈♦❦❡s t❤❡ ✏✇♦♥❞❡r❢✉❧✑ ❢❡st✐✈❡ ❛t♠♦s♣❤❡r❡ ❬✏❛ ❢♦r❡t❛st❡ ♦❢
❤❡❛✈❡♥✑ ❪✳ ✶✻❚❤❡ ✐♠♣❧❡♠❡♥t❛t✐♦♥ ❛♥❞ ❡①♣❡r✐❡♥❝❡ ♦❢ ❉♦♥ ❇♦s❝♦✬s ❡❞✉❝❛t✐♦♥❛❧ s②st❡♠✱
♣❛rt✐❝✉❧❛r❧② ♦❢ t❤❡ ✏❢❛♠✐❧✐❛r✐t②✑ ❝♦♠♣♦♥❡♥t✱ ✐s s♦ ✐♠♣♦rt❛♥t t❤❛t t❤❡ r❡✈✐✈❛❧ ♦❢ t❤❡ ❢♦r♠❡r
❤❛♣♣② ❛t♠♦s♣❤❡r❡ ❛♥❞ ❧✐✈✐♥❣ t♦❣❡t❤❡r ❞❡♣❡♥❞s ♦♥ ✐t✳ ■♥ ❈✱ ▲❡♠♦②♥❡ ❥✉st❧② ♠❛❞❡ ❛ str♦♥❣
❝♦♥♥❡❝t✐♦♥ ✇✐t❤ t❤❛t q✉✐t❡ ❞✐st❛♥t ✐❞❡❛ ❝♦♥s✐❞❡r✐♥❣ t❤❡ ♣✐❝t✉r❡ ♦❢ t❤❡ t♦t❛❧ t❡①t✳ ❚❤❡
r❡♣❡t✐t✐♦♥ ♦❢ ♣❤r❛s❡s✱ ✇❤✐❝❤ ✇❡r❡ ✉s❡❞ ♣r❡✈✐♦✉s❧② ✐♥ t❤❡ tr❛✐♥ ♦❢ t❤♦✉❣❤t ♦❢ t❤❡ ❡①t❡♥s✐✈❡
❛♥❞ ❡✈❡r ❡①♣❛♥❞✐♥❣ ❝♦♠♠❡♥t✱ ❝♦♥✜r♠s t❤✐s✳ ■t ❝♦♥❝❡r♥s s❡♥t❡♥❝❡ ♣❛rts s✉❝❤ ❛s✿ ✏❜②
❜❡✐♥❣ ❧♦✈❡❞ ✐♥ t❤✐♥❣s t❤❡② ❧✐❦❡✑ ❛♥❞ ✏❧❡t t❤❡♠ ❧✐❦❡ ✇❤❛t ♣❧❡❛s❡s t❤❡ ②♦✉♥❣st❡rs✑✳ ❚❤❡ ❧✐♥❦
❜❡t✇❡❡♥ t❤❡ ✏❢♦r♠❡r ❤❛♣♣✐♥❡ss✑ ❛♥❞ t❤❡ ✐♠♣❧❡♠❡♥t❛t✐♦♥ ♦❢ t❤❡ ✏❢♦r♠❡r s②st❡♠✑✱ ✐♥ ✇❤✐❝❤
❢❛♠✐❧✐❛r✐t② ♦❝❝✉♣✐❡s ❛ ❝❡♥tr❛❧ ♣♦s✐t✐♦♥✱ ✐s ✉♥❞❡♥✐❛❜❧❡ t❤❡r❡✳
❍♦✇❡✈❡r✱ ❤❡ ❞♦❡s ♥♦t ❞❡✜♥✐t❡❧② ✜♥✐s❤ ♦✛ t❤❡ ❧❛r❣❡r ♣❛rt ♠❡❛♥t ❢♦r t❤❡ ❙❛❧❡s✐❛♥s ✇✐t❤
❤✐s s❤❛r♣ ❛♥❞ ❝♦♥s✐st❡♥t ❝♦♥❝❧✉s✐♦♥✱ ♦♥ t❤❡ ❝♦♥tr❛r② s♦✳
▼♦r❡ ♣r❡❝✐s❡ ❞❡s❝r✐♣t✐♦♥ ♦❢ t❤❡ ♣❛rt t❤❡ s✉♣❡r✐♦r ❬r❡❝t♦r❪ ♣❧❛②s ✐♥ ✐♠♣❧❡♠❡♥t✐♥❣ t❤❡
♦r✐❣✐♥❛❧ ♣r❡✈❡♥t✐✈❡ s②st❡♠ ✷✷✲✷✸
■♥ t❤❡ ❡❞✐t♦r ✐♥❞❡❡❞ ❝♦♥t✐♥✉❡s ❜② ✉♥❢♦❧❞✐♥❣ ✐♥ ❛ ♣❡rs♦♥❛❧ ✇❛② ✇❤❛t ❤❡ ♠❡❛♥s ❜② ✏t❤❡
❢♦r♠❡r ❬t❤❡ ♦❧❞❪ s②st❡♠✑✱ ✇❤✐❝❤ ✏❤❛s t♦ ❜❡ r❡st♦r❡❞✑ ❛♥❞ ✐♠♣❧❡♠❡♥t❡❞ t❤r♦✉❣❤ ❛ r❡♥❡✇❡❞
❞r✐✈❡✳ ❚❤❡ ✇♦r❞✐♥❣ ✏t❤❡ ❢♦r♠❡r s②st❡♠✑✱ ♣❛rt✐❝✉❧❛r❧② t❤❡ ✉s❡ ♦❢ t❤❡ ✇♦r❞ ✏s②st❡♠✑✱ ♠❛②
r❡❢❡r t♦ t❤❡ t✐t❧❡ ♦❢ ❉♦♥ ❇♦s❝♦✬s ▲✐tt❧❡ ❚r❡❛t✐s❡ ♦♥ t❤❡ Pr❡✈❡♥t✐✈❡ ❙②st❡♠✳ ❍♦✇❡✈❡r ❤❡ ❞♦❡s
♥♦t ❧✐t❡r❛❧❧② ❝♦♣② ❉♦♥ ❇♦s❝♦✬s ✇♦r❞s ✐♥ t❤✐s ✇❡❧❧✲❦♥♦✇♥ ❧✐tt❧❡ tr❡❛t✐s❡✳ ❍❡ ❝❤❛r❛❝t❡r✐③❡s
t❤❡ s②st❡♠ ✐♥ ❛ ♣❡rs♦♥❛❧ ❛♥❞ ❛t t❤❡ s❛♠❡ t✐♠❡ ♥❡✇ ✇❛② ♥♦✇✳ ❚❤❡ ♥❡✇ ❡❧❡♠❡♥t ♦♥❧②
str✐❦❡s ♦♥❡ ✇❤❡♥ ♦♥❡ ❝♦♠♣❛r❡s ✇✐t❤ ✱ ✇❤✐❝❤ ❧✐♥❦s ✉♣ ♠♦r❡ ❝❧♦s❡❧② ✇✐t❤ t❤❡ ♦♥❣♦✐♥❣
❝♦♠♠❡♥t✱ ✇❡ ❤❛✈❡ t♦ ❛❞♠✐t✳ ❚❤✐s s✉♠♠❛r②✱ ✇❤✐❝❤ ❧✐♥❦s ✉♣ s♦ ❝❧♦s❡❧② ❛♥❞ ❝♦♥♥❡❝ts
str♦♥❣❧②✱ ♥♦ ❧♦♥❣❡r ❛♣♣❡❛rs ✐♥ ✳ ▲❡♠♦②♥❡ ♣✉ts ❢♦r✇❛r❞ ♦t❤❡r ❡❧❡♠❡♥ts ❤❡r❡✳ ◆❡✐t❤❡r
❞♦❡s ❤❡ ❦❡❡♣ t❤❡ ♣❧✉r❛❧ ✏s✉♣❡r✐♦rs✑✱ ✇❤✐❝❤ ❜❡❢♦r❡ ✇❛s s♦ ❝♦♥s♣✐❝✉♦✉s ✐♥ ✏②♦✉r ♣❡♦♣❧❡✑ ❬✏
t✉♦✐✑ ❪ ❛♥❞ t❤❡ ✏s✉♣❡r✐♦rs✑✳ ❚❤❡ ❝♦♠♣❧❡t❡ ❢r❛❣♠❡♥t✱ ✇❤✐❝❤ ❢♦❧❧♦✇s✱ ✐♥❞❡❡❞ ❝♦♥❝❡r♥s ♦♥❧②
✏t❤❡ s✉♣❡r✐♦r✑✳ ❙✉♣❡r✐♦r ✐s s✐♥❣✉❧❛r ♥♦✇✳ ❍❡ r❡✲✇r✐t❡s t❤❡ ✜rst ❡❧❛❜♦r❛t✐♦♥ r❡❛❧❧②
❝♦♠♣❧❡t❡❧②✱ ❣✐✈✐♥❣ ✉s ❤♦✇❡✈❡r ♥♦ ✐♥s✐❣❤t ✐♥t♦ t❤❡ r❡❛s♦♥s ✇❤② ❤❡ ❞♦❡s s♦✳
■t ✐s ♦❜✈✐♦✉s t❤❛t ❛ r❡❛❞❡r ❝❛♥ ✐♠♠❡❞✐❛t❡❧② ✐♥t❡r♣r❡t t❤❡ s✐♥❣✉❧❛r ✏s✉♣❡r✐♦r✑ ❛s ✏ ♣❛rs
♣r♦ t♦t♦✑✱ ✐✳❡✳ r❡♣r❡s❡♥t✐♥❣ ❛❧❧ s✉♣❡r✐♦rs✱ t❡❛❝❤❡rs ❛♥❞ ❛ss✐st❛♥ts✳ ■t ✐s ❡✈✐❞❡♥t t♦♦ ❢♦r
❤✐♠ t❤❛t ❋r ▲❡♠♦②♥❡ ✇❛♥t❡❞ t♦ ❛❞❞r❡ss ❡✈❡r② s✐♥❣❧❡ ❙❛❧❡s✐❛♥ ❡✈❡♥ ♠♦r❡ ❞✐r❡❝t❧② ❜②
❝❤❛♥❣✐♥❣ t❤❡ ♣❧✉r❛❧ ✐♥ ✐♥t♦ t❤❡ s✐♥❣✉❧❛r ✐♥ t❤❡ ✜♥❛❧ t❡①t✳ ❚❤✉s ❤❡ ✇❛♥t❡❞ t♦ s✉♠♠♦♥
❡❛❝❤ ❝♦♥❢r❡r❡✳ ❊✈❡r②♦♥❡ ❤❛❞ t♦ ❢❡❡❧ ♣❡rs♦♥❛❧❧② ❝❛❧❧❡❞ ✉♣♦♥ t♦ ✐♠♣❧❡♠❡♥t t❤❡ ♣r❡✈❡♥t✐✈❡
s②st❡♠ ✐♥ ❧♦②❛❧t② t♦ ❉♦♥ ❇♦s❝♦✳
✶✺✵

16 Pages 151-160

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16.1 Page 151

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❚❤❡r❡ ✐s ❛♥ ❛ttr❛❝t✐✈❡ r✐♥❣ ❛❜♦✉t t❤❛t ♦♣✐♥✐♦♥✱ ❜✉t ✐t ✐s ♥♦t ❝❡rt❛✐♥ ❛t ❛❧❧ t❤❛t t❤✐♥❣s
✇❡♥t s♦ s♠♦♦t❤❧②✳ ■t r❛t❤❡r ❛♣♣❡❛rs t❤❛t ▲❡♠♦②♥❡ ✇❛s ✐♥✢✉❡♥❝❡❞ ❜② t❤❡ ✜❢t❤ ❛♥❞ ❛❧s♦
t❤❡ s✐①t❤ ❝♦♥❝❧✉s✐♦♥ ♦❢ t❤❡ ❚❤✐r❞ ●❡♥❡r❛❧ ❈❤❛♣t❡r✳ ❚❤❡r❡ ✐t r❡❛❞s✿ ✏✐♥s✐st t❤❡ r❡❝t♦r ❤❛s
t♦ ✐♥s✐stt❤❛t t❤❡ ♣r❡✈❡♥t✐✈❡ s②st❡♠ ❜❡ ♣r❛❝t✐s❡❞✑ ❛♥❞ ✏❤❡ t❤❡ t❡❛❝❤❡r ♦r ❝r❛❢ts♠❛st❡r✐s
t♦ r❡❢❡r t❤❡ ♠❛tt❡r t♦ t❤❡ r❡❝t♦r✱ ✇❤♦ ✇✐❧❧ ❛♣♣❧② t❤❡ ♣r❡✈❡♥t✐✈❡ s②st❡♠✑✱ ❢✉rt❤❡r✿ ✏❧❡t t❤❡
r❡❝t♦r ❛❜✐❞❡ ❜② t❤❡ ❘✉❧❡✳✑ ❚❤❡ r❡❝t♦r ✐s ♥♦ ❞♦✉❜t t❤❡ ♠♦st ✐♠♣♦rt❛♥t s✉♣❡r✐♦r✳ ❈♦♥tr❛r②
t♦ t❤✐s✱ ✐t ❤❛s t♦ ❜❡ ❛❞♠✐tt❡❞ t❤❛t t❤❡ ♣❧✉r❛❧ ✏r❡❝t♦rs✑ ❤❛❞ ❜❡❡♥ ✉s❡❞ ✐♥ t❤❡ s❡❝♦♥❞ ❛♥❞
❢♦✉rt❤ ❝♦♥❝❧✉s✐♦♥ ♦❢ t❤❡ ●❡♥❡r❛❧ ❈❤❛♣t❡r✳ ■t ✐s ♣♦ss✐❜❧❡ t❤♦✉❣❤ t❤❛t t❤❡ ❡❞✐t♦r✬s ♣r❡✈✐♦✉s
✐♥s✐st❡♥❝❡ ♦♥ ❧♦②❛❧t② t♦ t❤❡ ♣r❡✈❡♥t✐✈❡ s②st❡♠ ♠✉st ❤❛✈❡ r❡♠✐♥❞❡❞ ❤✐♠ ♦❢ t❤❡ ❛❞❞r❡ss ❛t
t❤❡ ❈❤❛♣t❡r✬s ❡♥❞✱ ♣❛rt✐❝✉❧❛r❧② ❜❡❝❛✉s❡ ❉♦♥ ❇♦s❝♦ ❤❛❞ r❡♣❡❛t❡❞ t❤❡ t❡r♠ ✏t❤❡ ♣r❡✈❡♥t✐✈❡
s②st❡♠✑ ✉♣ t♦ t❤r❡❡ t✐♠❡s ✐♥ t❤❡ ✜❢t❤ ❝♦♥❝❧✉s✐♦♥✳✷✻✶ ❚❤❡ ✐❞❡❛ t♦ ❝❤❛♥❣❡ t❤❡ t❡①t ♦❢
❈ ❉ ❢♦r t❤❛t r❡❛s♦♥ ♠✉st ❤❛✈❡ ❝♦♠❡ ♦♥ t♦ ❤✐♠ ❜❡t✇❡❡♥ t❤❡ ❡❧❛❜♦r❛t✐♦♥s ♦❢ ❛♥❞ ✳
■t ✐s ♣❧❛✉s✐❜❧❡✳ ❨❡t ■ t❤✐♥❦ ✐t str❛♥❣❡ t❤❛t ❤❡ ❤❛s ♥♦t s✐♠♣❧② s✉❜st✐t✉t❡❞ ✏s✉♣❡r✐♦rs✑
❜② ✏r❡❝t♦r✑ ❢♦r ✐♥st❛♥❝❡✳ ■ ❣♦t t❤❡ ❣r❛❞✉❛❧ ✐♠♣r❡ss✐♦♥ t❤❛t ❤❡ ❤❛s ♦♥❧② ❝❛rr✐❡❞ ♦✉t t❤❡
❝❤❛♥❣❡ ❛❢t❡r t❤❡ ♣r♦❜❧❡♠ ❤❛❞ ❜❡❡♥ ❞✐s❝✉ss❡❞ ✐♥ t❤❡ ●❡♥❡r❛❧ ❈♦✉♥❝✐❧ ♦❢ t❤❡ ❈♦♥❣r❡❣❛t✐♦♥
✐♥ t❤❡ ♠♦♥t❤s ❛❢t❡r ❤✐s r❡t✉r♥ ❢r♦♠ ❘♦♠❡✳ ❍❡ t❤❡♥ r❡s✉♠❡❞ ❤✐s ✇♦r❦ ❛s ❛ s❡❝r❡t❛r②✳ ■♥
t❤♦s❡ ❞❛②s ❦❡❡♣✐♥❣ ♦♥❧② ♦♥❡ r❡❝t♦r ❢♦r t❤❡ ❡✈❡r ❣r♦✇✐♥❣ ❡❞✉❝❛t✐♦♥❛❧ ✇♦r❦ ❛t ❱❛❧❞♦❝❝♦
✇❛s ❛ ❢r❡q✉❡♥t ✐t❡♠ ♦❢ ❞✐s❝✉ss✐♦♥✳ ■♥ t❤✐s ❝♦♥t❡①t ♦♥❡ ❤❛❞ t♦ r❡✢❡❝t ♦♥ t❤❡ ❦❡② t❛s❦s ♦❢ ❛
r❡❝t♦r✱ t❤❡ ✉❧t✐♠❛t❡ r❡s♣♦♥s✐❜❧❡ ❛♥❞ ♠♦st ✐♠♣♦rt❛♥t s✉♣❡r✐♦r ♦❢ ❛ ❤♦✉s❡ ❛♥❞ ✇♦r❦ ♦❢ ❉♦♥
❇♦s❝♦✳ ❘❡✇r✐t✐♥❣ ❤✐s ✜rst ❞r❛❢t ✐♥ t❡st✐✜❡s t♦ t❤✐s r❡✢❡❝t✐♦♥ ❛♥❞ t❤♦s❡ ❞✐s❝✉ss✐♦♥s✳ ■
✇✐❧❧ ❞❡♠♦♥str❛t❡ t❤✐s ✐♥ ❛ ♠♦r❡ ❥✉st✐❢②✐♥❣ ✇❛② ✐♥ t❤❡ ❡✐❣❤t❤ ❝❤❛♣t❡r ♦❢ t❤✐s st✉❞② ✭✈♦❧✉♠❡
✷✮✳✷✻✷
❲❤❛t❡✈❡r t❤❡ ❝❛✉s❡ ♦❢ t❤❛t ❝❤❛♥❣❡ ♠❛② ❜❡✱ t❤❡ r❡✇r✐t✐♥❣ str❡♥❣t❤❡♥s t❤❡ ❛❧r❡❛❞②
❛r✐s❡♥ s✉s♣✐❝✐♦♥ t❤❛t ❇✉③③❡tt✐ ❤❛s ✈❛♥✐s❤❡❞ ❢r♦♠ t❤❡ r❛♥❣❡ ♦❢ ✈✐s✐♦♥ ❛♥❞ t❤❛t ▲❡♠♦②♥❡✬s
❛tt❡♥t✐♦♥ t♦ t❤❡ r❡❛❧ ❞✐❛❧♦❣✉❡ ❤❛s ❣♦♥❡✳ ❚❤❡ ✇r✐t❡r s♣❡❛❦s ♠♦r❡ ❝❧❡❛r❧② t❤❛♥ ❡✈❡r ❜❡❢♦r❡
❢♦r ❤✐♠s❡❧❢✳ ❍❡ t❛❦❡s ♦✈❡r ❤✐♠s❡❧❢ ❡✈❡♥ t❤♦✉❣❤✱ ❛❝❝♦r❞✐♥❣ t♦ t❤❡ ❣❡♥❡r❛❧ ❝♦♥❝❡♣t ♦❢ t❤❡
s❝r✐♣t✱ ❇✉③③❡tt✐ ❝♦♥t✐♥✉❡s ❝♦♠♠❡♥t✐♥❣✳✷✻✸
●❡♥❡r❛❧❧② s♣❡❛❦✐♥❣ t❤❡ ✏❢♦r♠❡r s②st❡♠✑ ❝♦♥s✐sts ♦❢✿ ✏❧❡t t❤❡ s✉♣❡r✐♦r ❜❡ ❛❧❧ t❤✐♥❣s t♦
❈ ❉ ❛❧❧✑ ✐♥ ❜♦t❤ ✈❡rs✐♦♥s ✭ ❛♥❞ ✮✳ ■t ✐s ❛♥ ✐❞❡❛ ✇✐t❤ ✇❤✐❝❤ t❤❡ ❛♣♦st❧❡ P❛✉❧ ❤❛s ❝❤❛r❛❝t❡r✐③❡❞
❤✐s t♦t❛❧ ♣❡rs♦♥❛❧ ❝♦♠♠✐t♠❡♥t ✇✐t❤✐♥ ❛ ❧❡tt❡r t♦ t❤❡ ❈♦r✐♥t❤✐❛♥s ✭✶ ❈♦r✳✱ ✾✱ ✷✷✮✳ ✏❚♦
❛❧❧ ■ ❤❛✈❡ ❜❡❝♦♠❡ ❛❧❧ t❤✐♥❣s✳✑ ❆♥❞ ❤❡ ❣♦❡s ♦♥✿ ✏■ tr② t♦ ❛❝❝♦♠♠♦❞❛t❡ ❛❧❧ ❬❡✈❡r②❜♦❞②❪ ✐♥
❛❧❧ t❤✐♥❣s ❜② ♣✉rs✉✐♥❣ ♥♦t ♠② ♦✇♥ ❛❞✈❛♥t❛❣❡✱ ❜✉t t❤❡ ❛❞✈❛♥t❛❣❡ ♦❢ ♠❛♥② s♦ t❤❛t t❤❡②
♠❛② ❜❡ s❛✈❡❞✑ ✭✶ ❈♦r✳✱ ✶✵✱ ✸✸✮✳✷✻✹ ❚❤❡ ♦r❞❡r ♦❢ t❤❡ ✇♦r❞✲❣r♦✉♣ ❛❧❧ t❤✐♥❣s✴t♦ ❛❧❧ ✕ t❤❛t
✐s ✐♥ t❤❡ ●r❡❡❦ ✈❡rs✐♦♥ ✕ ♠❛❞❡ t❤❡ ✜rst ♣❛rt ♦❢ t❤❡ st❛t❡♠❡♥t s✉✐t❛❜❧❡ ❢♦r ❛♥ ❛❞❛♣t❡❞
✷✻✶❋♦r ❛❧❧ t❤❡s❡ q✉♦t❛t✐♦♥s✱ s❡❡ ❆❙❈ ❉ ✺✼✾✵✷✻✸❀ ❋❞❇ ✶✳✽✻✹ ❇✷ ❛♥❞ ✶✳✽✻✹ ❆ ✶✷✱ ✶✳✽✻✹ ❇✶✳ ❈♦♠♣❛r❡ ▼❇
❳❱■✱ ♣♣✳ ✹✶✻✲✹✶✽❀ ❊▼❇ ❳❱■✱ ♣♣✳ ✸✸✵✲✸✸✷✳ ❈❢✳ ❛❧s♦ ❢♦♦t♥♦t❡ ✼✾ ✐♥ t❤❡ ✜rst ❝❤❛♣t❡r ♦❢ t❤✐s st✉❞②✳
✷✻✷❚❤❡ ♣♦ss✐❜✐❧✐t② ♦❢ t❤❡ ♣r♦♣♦s❡❞ ❤②♣♦t❤❡s✐s ✇✐❧❧ ❜❡ tr❡❛t❡❞ ♠♦r❡ ❡①t❡♥s✐✈❡❧② ✐♥ ❝❤❛♣t❡r ✽ ♦❢ t❤✐s st✉❞②✳
✷✻✸ ❲❡ ❞♦ ♥♦t ✇❛♥t t♦ ✉♥❞❡rr❛t❡ ●✳ ❇✉③③❡tt✐✳ ❈❢✳ ❢♦♦t♥♦t❡ ✻✸ ✐♥ t❤✐s ❝❤❛♣t❡r✱ ❜✉t t❤❡r❡ ❛r❡ ❧✐♠✐ts✳
✷✻✹■♥ ❙❛❧❡s✐❛♥✉♠ ❊✳ ❱❛❧❡♥t✐♥✐ q✉♦t❡❞ ✐♥ ✶✾✺✸ t❤❡ ▲❛t✐♥ ✈❡rs✐♦♥ ♦❢ ❈♦r✳ ✶✱ ✾✱ ✷✷✿ ✏❖♠♥✐❜✉s ♦♠♥✐❛ ❢❛❝t✉s
s✉♠✑ t♦ ❛❧❧ ■ ❤❛✈❡ ❜❡❝♦♠❡ ❛❧❧✳ ❈❢✳ ❱❆▲❊◆❚■◆■✱ ❊✳✱ ▲❛ ♣❡❞❛❣♦❣✐❛ ♠❛r✐❛♥❛ ❞✐ ❉✳ ❇♦s❝♦✱ ❙❛❧❡s✐❛♥✉♠✱
❛♥♥♦ ✶✺✱ ❚✉r✐♥✱ ✶✾✺✸✱ ♣✳ ✶✹✻✳ ❚❤❡ tr❛♥s❧❛t✐♦♥ ♦❢ t❤❡ ✈❡rs❡ ✭✶✵✱✸✸✮ ❢r♦♠ ❙t P❛✉❧✬s ❧❡tt❡r ✐s ♣❡rs♦♥❛❧
✐♥ t❤✐s st✉❞②✳ ■t ❧✐♥❦s ✉♣ ♠✉❝❤ ♠♦r❡ ❞✐r❡❝t❧② ✇✐t❤ t❤❡ ♦r✐❣✐♥❛❧ t❡①ts✳ ❚❤❡ t❡♥❞❡♥❝② ✐♥ tr❛♥s❧❛t✐♦♥s
t♦ ✐♥t❡r♣r❡t ✏♠❛♥②✑ s✐♠♣❧② ❛s ✏❛❧❧✑ ✐♥ t❤❡ s❡❝♦♥❞ ♣❛rt ♦❢ t❤❡ s❡♥t❡♥❝❡ r❡♠❛✐♥s ♣r❡s❡♥t✳ ❈❢✳ ♣❡r
●✳ ❇❛r❜❡r✐s✿ ❋■❙❙❖❘■✱ ▼✳✱ ■❧ ❱❛❞❡ ♠❡❝✉♠ ❞✐ ❞♦♥ ●✐✉❧✐♦ ❇❛r❜❡r✐s✿ s♣✉♥t✐ ❞✐ ✐♥❞❛❣✐♥❡ ❡ s❣✉❛r❞✐
❞✬✐♥s✐❡♠❡ ✱ ❘❙❙ ❳❳❳ ◆✳ ✶ ✭✺✽✮ ♣✳ ✹✹✳
✶✺✶

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❛♥❞ ✐♠♣❧❡♠❡♥t❡❞ ❝r②st❛❧❧✐③❛t✐♦♥ t♦ t❤❡ ♠♦tt♦ ✏❛❧❧ t❤✐♥❣s t♦ ❛❧❧✑ ❬❡✈❡r②t❤✐♥❣ t♦ ❛❧❧❪✱ ✏t♦
❜❡❝♦♠❡ ❛❧❧ t❤✐♥❣s t♦ ❛❧❧✑ ❬❡✈❡r②t❤✐♥❣ t♦ ❛❧❧❪✳ ❚❤❡ ♠♦tt♦ ❜❡❝❛♠❡ ❛♥ ✐♥s♣✐r✐♥❣ ❝❤❛❧❧❡♥❣❡
❛♥❞ s❧♦❣❛♥ ❢♦r ❜✐s❤♦♣s ❛♥❞ ♣r✐❡sts ✐♥ r❡❧✐❣✐♦✉s ❝✐r❝❧❡s✳ ❚❤✐s ♣r❛❝t✐❝❡ ♠❛② ❤❛✈❡ ✐♥s♣✐r❡❞
❉♦♥ ❇♦s❝♦ ❛♥❞ ❛❧s♦ ❋r ▲❡♠♦②♥❡ ❞✉r✐♥❣ t❤❡✐r tr❛✐♥✐♥❣ ②❡❛rs s♦ t❤❛t t❤❡② t♦♦❦ ✐t ✉♣ ❛♠♦♥❣
t❤❡ st✐♠✉❧❛t✐♥❣ ✐❞❡❛❧s ❛♥❞ ♠♦tt♦❡s ✇❤✐❝❤ ❣❛✈❡ ❞✐r❡❝t✐♦♥ ❛♥❞ ✐♠♣✉❧s❡s t♦ t❤❡✐r s❛❝❡r❞♦t❛❧
s❡r✈✐❝❡✳
❚❤❡② ♠❛② ❛❧s♦ ❤❛✈❡ ❜❡❡♥ str✉❝❦ ❜② ✐t ✐♥ t❤❡ ❞❡✈♦t✐♦♥❛❧ ✇r✐t✐♥❣s ♦❢ ❙t✳ ❋r❛♥❝✐s ❞❡ ❙❛❧❡s✳
❚❤❛t ❞❡✈✐❝❡ ✇❛s ✉s❡❞ t♦ ♠❛r❦ ❤✐s ❧✐❢❡✱ ❡s♣❡❝✐❛❧❧② ❤✐s ❧✐❢❡ ❛s ❛ ❜✐s❤♦♣✳ P❡♦♣❧❡ st✐❧❧ ♣r❛② ❛s
❢♦❧❧♦✇s ✐♥ t❤❡ ❝❤✉r❝❤❡s ✐♥ t❤❡ ❜✐s❤♦♣✬s ❝❡❧❡❜r❛t✐♦♥ ❞❛② ♣r❛②❡r✿ ✏●♦❞✱ ❨♦✉ ❤❛✈❡ ✐♥s♣✐r❡❞
❙❛✐♥t ❋r❛♥❝✐s ❞❡ ❙❛❧❡s ✇✐t❤ s✉❝❤ ❞❡✈♦t✐♦♥ ❢♦r t❤❡ ♣❡♦♣❧❡✬s s❛❧✈❛t✐♦♥ t❤❛t ❤❡ ❤❛s ❜❡❝♦♠❡
❛❧❧ t❤✐♥❣s t♦ ❛❧❧✳✑ ✷✻✺
❚❤❡ ❧✐♥❦ ✇✐t❤ t❤❡ ❤♦❧② ❜✐s❤♦♣ ♦❢ ●❡♥❡✈❛ ♠✉st ❤❛✈❡ ❜❡❡♥ ♠❛❞❡ ❞✉r✐♥❣ ❤✐s ❢♦r♠❛t✐♦♥
②❡❛rs ❛t t❤❡ ❊❝❝❧❡s✐❛st✐❝❛❧ ❈♦❧❧❡❣❡ ✭❈♦♥✈✐tt♦✮✳ ❚❤❡ ❝♦♥t❛❝t ✇❛s ♠❛❞❡ t❤r♦✉❣❤ ▲✳ ●✉❛❧❛
❛♥❞ ●✳ ❈❛❢❛ss♦✱ t✇♦ ♣r✐❡sts ✐♥ ❝❤❛r❣❡ t❤❡r❡✳ ❚❤❡② t❤♦✉❣❤t ❙t ❋r❛♥❝✐s ❞❡ ❙❛❧❡s ❛♥ ✐❞❡❛❧
s❛✐♥t t♦ ❜❡ ♣r❡s❡♥t❡❞ t♦ t❤❡ st✉❞❡♥ts ❛s ❛ ♣❡rs♦♥❛❧ ♠♦❞❡❧ ❛♥❞ ❛♥ ❡①❛♠♣❧❡ t♦ ❜❡ ❢♦❧❧♦✇❡❞ ✐♥
❛ ♣r✐❡st✬s ❧✐❢❡✳ ■t s❤♦✉❧❞ ♥♦t ❝❛✉s❡ s✉r♣r✐s❡ t❤❛t ❉♦♥ ❇♦s❝♦ ❝❤❛r❛❝t❡r✐③❡❞ ❛♥❞ ❛♣♣r❡❝✐❛t❡❞
t❤❡♦❧♦❣✐❛♥ ▲✉✐❣✐ ●✉❛❧❛ ✐♥ t❤✐s ✇❛② ✐♥ t❤❡ ▼❡♠♦r✐❡ ❞❡❧❧✬❖r❛t♦r✐♦✿ ✏❍❛❞ ❤❡ ♥♦t ❜❡❡♥ ❛❧❧
❢♦r ❛❧❧ ✉♥❞❡r t❤❡ ❣♦✈❡r♥♠❡♥t ♦❢ ◆❛♣♦❧❡♦♥ ■❄✑ ✷✻✻
❉♦♥ ❇♦s❝♦ ❦♥❡✇ t❤❡ ♣❤r❛s❡ ❛♥❞ ✉s❡❞ ✐t t♦♦✳ ❚❤✐s ✐s ❛❧s♦ s❛✐❞ ✐♥ t❤❡ r❡♣♦rt ♦❢ t❤❡
❇♦❧❧❡tt✐♥♦ ❙❛❧❡s✐❛♥♦ ❛❜♦✉t ❛♥ ❛❞❞r❡ss ❤❡ ❞❡❧✐✈❡r❡❞ ❢♦r t❤❡ ❝♦✲♦♣❡r❛t♦rs ❛♥❞ ✇♦♠❛♥ ❝♦✲
♦♣❡r❛t♦rs ✐♥ ❇♦r❣♦ ❙❛♥ ▼❛rt✐♥♦ ✐♥ ✶✽✽✵✳ ❍❡ ❝❛❧❧❡❞ ✉♣♦♥ t❤❡♠ t♦ s❤♦✇ ✏t❤❛t t❤❡② ❛r❡
tr✉❡ ❞✐s❝✐♣❧❡s ♦❢ ❙t✳ ❋r❛♥❝✐s ❞❡ ❙❛❧❡s✱ ✇❤♦ ❜❡❝❛♠❡ ❛❧❧ t❤✐♥❣s t♦ ❛❧❧ ♣❡♦♣❧❡ ✐♥ ♦r❞❡r t♦ ✇✐♥
❛❧❧ t♦ ●♦❞✳✑ ✷✻✼
■♥ ❤✐s ❧✐tt❧❡ tr❡❛t✐s❡ ♦♥ ②♦✉t❤ ❡❞✉❝❛t✐♦♥ ❉♦♥ ❇♦s❝♦ ❞❡s❝r✐❜❡❞ t❤✐s ✐❞❡❛❧ ✐♥ ❤✐s ♦✇♥ ✇❛②✿
✏❚❤❡ ❘❡❝t♦r ♠✉st ❞❡✈♦t❡ ❤✐♠s❡❧❢ ❡♥t✐r❡❧② t♦ t❤❡ ❜♦②s✑ ❛♥❞✿ ✏❆♥ ❡❞✉❝❛t♦r ✐s ♦♥❡ ✇❤♦ ✐s
❝♦♥s❡❝r❛t❡❞ t♦ t❤❡ ✇❡❧❢❛r❡ ♦❢ ❤✐s ♣✉♣✐❧s✳✑ ❚❤❡ ✇♦r❞s ❵❝♦♥s❡❝r❛t❡✬✱ ❵❞❡✈♦t❡ ❤✐♠s❡❧❢ ❡♥t✐r❡❧②✬
s✉❣❣❡st s♦♠❡t❤✐♥❣ ❞❡✜♥✐t❡ ❛♥❞ ❛❧❧ ❡♥❝♦♠♣❛ss✐♥❣✳ ■t ♠❡❛♥s t♦t❛❧ ❛♥❞ ❧✐❢❡❧♦♥❣ ❞❡❞✐❝❛t✐♦♥
✇❤✐❝❤ ❜❛♥s ♣❡rs♦♥❛❧ ❛♠❜✐t✐♦♥✱ ♣✉rs✉✐t ♦❢ ♣❡rs♦♥❛❧ s✉❝❝❡ss✱ ❥❡❛❧♦✉s② ❛♥❞ ✐♥❞♦❧❡♥❝❡✳ ❋♦r
❤✐♠s❡❧❢ ❛♥❞ ❝♦♥s❡q✉❡♥t❧② ❢♦r t❤❡ s✉♣❡r✐♦rs✱ t❡❛❝❤❡rs ❛♥❞ ❛ss✐st❛♥ts ✐t ❛❧s♦ ♠❡❛♥t s♦♠❡✲
✷✻✺P❡r❤❛♣s t❤❡ ♠♦tt♦ ❤❛s ❛ ❝♦♥♥❡❝t✐♦♥ ✇✐t❤ ✇❤❛t ❙t ❋r❛♥❝✐s ❞❡ ❙❛❧❡s ❝♦♥✜❞❡❞ t♦ ❏❡❛♥♥❡ ❞❡ ❈❤❛♥t❛❧
❛t ♦♥❡ t✐♠❡✿ ✏❲❤❡♥ ■ ✇❛s ✐♥st❛❧❧❡❞ ❛s ❛ ❜✐s❤♦♣✱ ●♦❞ t♦♦❦ ♠❡ ❢r♦♠ ♠②s❡❧❢ t♦ ♣♦ss❡ss ♠❡ ❢♦r ❤✐♠✳
❚❤❡♥ ❤❡ ❣❛✈❡ ♠❡ t♦ t❤❡ ♣❡♦♣❧❡✳ ■t ♠❡❛♥s ❤❡ t✉r♥❡❞ ♠❡ ✉♣s✐❞❡ ❞♦✇♥ ♦❢ ✇❤❛t ■ ✇❛s ❢♦r ♠②s❡❧❢ ❛♥❞
t✉r♥❡❞ ♠❡ t♦ ✇❤❛t ■ ✇♦✉❧❞ ❜❡ ❢♦r t❤❡♠✳✑ ■♥ ❋r❡♥❝❤✿ ✏◗✉❛♥❞ ❥❡ ❢✉s ❝♦♥s❛❝ré é✈êq✉❡✱ ❉✐❡✉ ♠✬ôt❛
à ♠♦✐✲♠ê♠❡ ♣♦✉r ♠❡ ♣r❡♥❞r❡ ❛ ❧✉✐✱ ♣✉✐s ✐❧ ♠❡ ❞♦♥♥❛ ❛✉ ♣❡✉♣❧❡ ❝✬❡st à ❞✐r❡ q✉✬✐❧ ♠✬❛✈❛✐t ❝♦♥✈❡rt✐
❞❡ ❝❡ q✉❡ ❥✬ét❛✐s ♣♦✉r ♠♦✐ à ❝❡ q✉❡ ❥❡ ❢✉ss❡ ♣♦✉r ❡✉①✳✑ ✭▲❆❏❊❯◆■❊✱ ❊✳✲❏✳✱ ❙❛✐♥t ❋r❛♥ç♦✐s ❞❡ ❙❛❧❡s✱
▲✬❤♦♠♠❡✱ ❧❛ P❡♥sé❡✱ ▲✬❆❝t✐♦♥✯✱ P❛r✐s✱ ❊❞✐t✐♦♥s ●✉② ❱✐❝t♦r✱ ✶✾✻✻✱ ♣✳ ✹✼✾✮✳
❚❤❡ ❝r♦ss✲❤❡❛❞✐♥❣ ✏❆❧❧ t❤✐♥❣s t♦ ❛❧❧✑ ♦❢ ❆✳ ❆♠❛❞❡✐ ✐♥ t❤❡ t❡♥t❤ ✈♦❧✉♠❡ ♦❢ t❤❡ ▼❡♠♦r✐❡ ❜✐♦❣r❛✜❝❤❡
✭✶✾✸✾✮ t❡st✐✜❡s t♦ t❤❡ ❝♦♥✈✐❝t✐♦♥ ♦❢ t❤❡ ♠♦tt♦ ✜tt✐♥❣ ✐♥ ✇✐t❤ ❉♦♥ ❇♦s❝♦✬s ❧✐❢❡✱ ❡✈❡♥ t❤♦✉❣❤ ✐t ✇❛s
❵♦♥❧②✬ ♣✉t ❛❜♦✈❡ ❛ s❤♦rt ♣❛r❛❣r❛♣❤ ✇✐t❤ ❜r✐❡❢ ❧❡tt❡rs ❛♥❞ ❧✐st✐♥❣s ♦❢ ❉♦♥ ❇♦s❝♦✬s ❜❡♥❡❢❛❝t♦rs✳ ✭▼❇
❳✱ ♣✳ ✷✵✽❀ ❊▼❇ ❳✱ ♣✳ ✶✶✼✮✳ ●✳❇✳ ❋r❛♥❝❡s✐❛ ❤❛❞ ❜❡❡♥ ❝♦♥✈✐♥❝❡❞ ❛s t❤♦r♦✉❣❤❧② ②❡❛rs ❜❡❢♦r❡✿ ✏❚❤❡②
s❛② ❛❜♦✉t ❙t ❋r❛♥❝✐s ❞❡ ❙❛❧❡s t❤❛t ✏❤❡ ❤❛❞ ❜❡❝♦♠❡ ❛❧❧ t❤✐♥❣s t♦ ❛❧❧ ✇✐t❤ t❤❡ ♦♥❧② ✐♥t❡♥t✐♦♥ t♦ ❣❛✐♥ ❛❧❧
❱✐t❛ ❢♦r t❤❡ ▲♦r❞✳ ❚❤❛t ✐s ❢♦r ✉s t❤❡ ❡♣✐t♦♠❡ ♦❢ ❉♦♥ ❇♦s❝♦✬s ❧✐❢❡✿ ❆❧❧ t❤✐♥❣s t♦ ❛❧❧✦✑ ✭❋❘❆◆❈❊❙■❆✱
❜r❡✈❡ ❡ ♣♦♣♦❧❛r❡ ❞✐ ❞♦♥ ●✐♦✈❛♥♥✐ ❇♦s❝♦✱ ❙❛♥ ❇❡♥✐❣♥♦ ❈❛♥❛✈❡s❡✱ ✶✾✵✸✱ ♣✳ ✸✸✶✳✮✳
✷✻✻❇❖❙❈❖✱ ●✳✱ ▼❡♠♦r✐❡ ❞❡❧❧✬❖r❛t♦r✐♦✳✳✳✱ ✶✶✼✴✼✶✹✳ ❚❤❡ tr❛♥s❧❛t✐♦♥ ✐♥ ▼❡♠♦✐rs✳✳✳✱ ♣✳ ✶✵✵ ✏❤❡ ✇❛s
❡✈❡r②♦♥❡✬s ❢r✐❡♥❞✑ ❞♦❡s ♥♦t ❛❣r❡❡ q✉✐t❡ ✇❡❧❧ ✇✐t❤ t❤❡ ■t❛❧✐❛♥ ♦r✐❣✐♥❛❧✳
✷✻✼▼❇ ❳■❱✱ ♣✳ ✺✹✼❀ ❊▼❇ ❳■❱✱ ♣✳ ✹✸✸✳
✶✺✷

16.3 Page 153

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t❤✐♥❣ ❛❧❧ ❡♥❝♦♠♣❛ss✐♥❣✿ ❛ ♣❡r♠❛♥❡♥t ❛✈❛✐❧❛❜✐❧✐t② ❢♦r ❛❧❧✳ ❖✉ts♣♦❦❡♥ ♣r❡❢❡r❡♥❝❡ ❢♦r ♦♥❡
♦r t❤❡ ♦t❤❡r ❛♥❞ ❡❛❝❤ ❦✐♥❞ ♦❢ ❡①❝❧✉s✐✈❡♥❡ss s✉❝❤ ❛s ♣❛rt✐❝✉❧❛r ❢r✐❡♥❞s❤✐♣ ✐s ✐♥❝♦♠♣❛t✐✲
❜❧❡ ✇✐t❤ t❤❡ t♦t❛❧ ❞❡❞✐❝❛t✐♦♥✳ ❆❧❧ ❛s♣❡❝ts ✇❤✐❝❤ ❤❛❞ ❛❧r❡❛❞② ❛♣♣❡❛r❡❞ ✐♥ t❤❡ s❝r✐♣t ❛r❡
r❡❞✉❝❡❞ t♦ t❤❡✐r ❡ss❡♥❝❡ ✐♥ t❤❡ ♠♦tt♦ ❤❡r❡ ♥♦✇✿ ✏t♦ ❜❡ ❛❧❧ t♦ ❛❧❧✳✑
❆❢t❡r ❛❧❧ t❤❡ t❤✐♥❣s t❤❛t ❤❛❞ r❡❝❡✐✈❡❞ ❛tt❡♥t✐♦♥✱ ▲❡♠♦②♥❡ r❡✈❡❛❧s ✇❤❛t t❤✐s ✇♦r❞ ✏❛❧❧
✭t❤✐♥❣s✮✑ ♣❛rt✐❝✉❧❛r❧② ❝♦♥t❛✐♥s ✐♥ t❤❡ ♣r❛❝t✐❝❛❧ ❝✐r❝✉♠st❛♥❝❡s ♦❢ ❱❛❧❞♦❝❝♦ ❜② ♠❡❛♥s ♦❢
t❤r❡❡ ♣♦✐♥ts ♦❢ ✐♥t❡r❡st✳ ■♥ t❤❡ ✜rst ♣❧❛❝❡ t❤❡ s✉♣❡r✐♦r ♠✉st ❤❛✈❡ ❛ ❧✐st❡♥✐♥❣ ❡❛r✳ ❚❤❡
❡❞✐t♦r ♣❤r❛s❡s t❤✐s ✐♥str✉❝t✐♦♥ ❛s ❢♦❧❧♦✇s✿ ✏❚❤❡ s✉♣❡r✐♦r ♠✉st ❛❧✇❛②s ❜❡ r❡❛❞② t♦ ❧✐st❡♥
t♦ ❛♥② ❜♦②✬s ❝♦♠♣❧❛✐♥ts ♦r ❞♦✉❜ts✳✑ ❙✉❜s❡q✉❡♥t❧② ❤❡ ❤❛s ❣♦t t♦ ❜❡ ✏❛❧✇❛②s ❛❧❡rt t♦ ❦❡❡♣
❛ ♣❛t❡r♥❛❧ ❡②❡ ♦♥ t❤❡✐r ❝♦♥❞✉❝t✳✑ ■t ✐s ♥♦t ♦♥❧② ❛❜♦✉t ✇❛t❝❤✐♥❣ ♦✉t✳ ■t ✐s ♣❛rt✐❝✉❧❛r❧②
❛❜♦✉t ❞♦✐♥❣ s♦ ✐♥ ❛ ❢❛t❤❡r❧② ✇❛②✳ ■♥ t❤❡ t❤✐r❞ ♣❧❛❝❡ ❤❡ ❤❛s t♦ ❜❡ ✏❛❧❧ ❤❡❛rt t♦ s❡❡❦ t❤❡
s♣✐r✐t✉❛❧ ❛♥❞ t❡♠♣♦r❛❧ ❣♦♦❞ ♦❢ t❤♦s❡ ❉✐✈✐♥❡ Pr♦✈✐❞❡♥❝❡ ❤❛s ❡♥tr✉st❡❞ t♦ ❤✐♠✳✑ ■♥ t❤❡
❧❛tt❡r ♣r♦❝❡ss ❡✛❡❝t✐✈❡ ❧♦✈✐♥❣ ❝♦♠♠✐t♠❡♥t ❢♦r t❤❡ ❜♦②s✬ ❝♦♠♣❧❡t❡ ❤❛♣♣✐♥❡ss ❣♦❡s ❤❛♥❞
✐♥ ❤❛♥❞ ✇✐t❤ ❛✛❡❝t✐✈❡ ❛✛❛❜✐❧✐t②✳
❘❡❛❞✐♥❣ t❤❡ s✉♠♠❛r② ♦❢ r❡q✉✐r❡♠❡♥ts ❢♦r ❛ ❙✉♣❡r✐♦r✱ ✐t ❞♦❡s ❧♦♦❦ ❛s ✐❢ t❤❡② ❛r❡ ♠❛✐♥❧②
❡①♣❡❝t❡❞ ❢r♦♠ t❤❡ r❡❝t♦r✳ ❚❤✐s ✐♠♣r❡ss✐♦♥ ✐s str❡♥❣t❤❡♥❡❞ ✐❢ ✇❡ t❛❦❡ ✐♥t♦ ❛❝❝♦✉♥t t❤❡
t❡①ts ♦♥ ❛ r❡❝t♦r✬s t❛s❦s ❛s ❉♦♥ ❇♦s❝♦ ❤❛❞ ♣❤r❛s❡❞ t❤❡♠ ♣r❡✈✐♦✉s❧②✳ ❲❡ ✜♥❞ ❛♥ ❡①❛♠♣❧❡
✐♥ t❤❡ ❘✉❧❡ ❢♦r t❤❡ ❖r❛t♦r② ♦❢ ❙t✳ ❋r❛♥❝✐s ❞❡ ❙❛❧❡s ❢♦r t❤❡ ❉❛② P✉♣✐❧s✿ ✏❚❤❡ r❡❝t♦r ❤❛s t♦
s❤♦✇ ❝♦♥st❛♥t❧② t❤❛t ❤❡ ✐s t❤❡ ❢r✐❡♥❞✱ ❝♦♠r❛❞❡ ❛♥❞ ❜r♦t❤❡r ♦❢ ❛❧❧✳✑ ❋✉rt❤❡r✿ ✏❍❡ ❤❛s t♦ ❜❡
❧✐❦❡ ❛ ❢❛t❤❡r ❛♠✐❞st ❤✐s ♦✇♥ ❝❤✐❧❞r❡♥✳✑ ▼♦r❡ ✐♥ t❤❡ ❘❡❣✉❧❛t✐♦♥s ❢♦r t❤❡ ❍♦✉s❡s✿ ✏■t ✐s t❤❡
r❡❝t♦r✬s t❛s❦ t♦ t❛❦❡ ❝❛r❡ ♦❢ s♣✐r✐t✉❛❧✱ ♠❛t❡r✐❛❧ ❛♥❞ s❝❤♦❧❛st✐❝ ❛✛❛✐rs✑✱ ✐♥ ♦t❤❡r ✇♦r❞s t❤❡
s♣✐r✐t✉❛❧ ❛♥❞ t❡♠♣♦r❛❧ ✇❡❧❧✲❜❡✐♥❣ ♦❢ ❛❧❧ ❜♦②s✳ ■♥ t❤❡ ❈♦♥✜❞❡♥t✐❛❧ ❘❡♠✐♥❞❡rs ❢♦r ❘❡❝t♦rs
✇❡ r❡❛❞✿ ✏❊✈❡r②♦♥❡ s❤♦✉❧❞ ❜❡ ❛❜❧❡ t♦ ❝♦♥❝❧✉❞❡ ❢r♦♠ ②♦✉r ❛❝ts ❛♥❞ ✇♦r❞s t❤❛t ②♦✉ ❛r❡
s❡❡❦✐♥❣ t❤❡ ✇❡❧❢❛r❡ ♦❢ s♦✉❧s✳ ✳ ✳ ❈♦♥❝❡♥tr❛t❡ ②♦✉r ❡✛♦rts ♦♥ t❤❡ s♣✐r✐t✉❛❧✱ ♣❤②s✐❝❛❧ ❛♥❞
✐♥t❡❧❧❡❝t✉❛❧ ✇❡❧❧✲❜❡✐♥❣ ♦❢ t❤❡ ❜♦②s ❡♥tr✉st❡❞ t♦ ②♦✉ ❜② ❉✐✈✐♥❡ Pr♦✈✐❞❡♥❝❡✳✑ ✷✻✽ ❚❤❡s❡ ❛r❡
❛❧❧ ✐♥❞✐❝❛t✐♦♥s t❤❛t ❜② t❤❡ s✐♥❣✉❧❛r ✏s✉♣❡r✐♦r✑ ❤❡ ♠❡❛♥t t❤❡ r❡❝t♦r ♦❢ t❤❡ ❤♦✉s❡✳
❇❡♥❡✜❝✐❛❧ ✐♠♣❛❝t ♦♥ t❤❡ ❜♦②s✬ ❝♦♥❞✉❝t ✷✸
❚❤❡ ❡✛❡❝t ♦❢ ❜❡✐♥❣ ❛ s✉♣❡r✐♦r ❛♥❞ ❛❝t✐♥❣ ❛s s✉❝❤ ✐♥ t❤✐s ✇❛② ❝♦♥s✐sts ♦♥❝❡ ♠♦r❡ ♦❢ ❛
s♣♦♥t❛♥❡♦✉s ❛♥❞ s✉s❝❡♣t✐❜❧❡ ♦♣❡♥♥❡ss ❢r♦♠ t❤❡ ❜♦②s✬ s✐❞❡✿ ✏❚❤❡♥ ❤❡❛rts ✇✐❧❧ ♥♦ ❧♦♥❣❡r
❜❡ ❝❧♦s❡❞✳✑ ❚❤✐s ❣❡♥❡r❛❧ ♦♣❡♥✲❤❡❛rt❡❞♥❡ss ✇✐❧❧ ♣r❡✈❡♥t ❛♥❞ ❡❧✐♠✐♥❛t❡ t❤❡ ❢❡❛r❡❞ ❛♥❞
✐♥t❡♥s❡❧② ❧♦❛t❤❡❞ s❡❝r❡t✐✈❡♥❡ss✿ ✏❛♥❞ ❞❡❛❞❧② s✉❜t❡r❢✉❣❡ ✇✐❧❧ ♥♦ ❧♦♥❣❡r ❤♦❧❞ s✇❛②✳✑
❆❞❞✐t✐♦♥❛❧ ✐♥str✉❝t✐♦♥s ❢♦r t❤❡ s✉♣❡r✐♦rs ❛♥❞ ❛ss✐st❛♥ts ✷✸
❚❤❡ ❝♦♥tr❛st ❜❡t✇❡❡♥ ✈✐✈✐❢②✐♥❣ ♦♣❡♥✲❤❡❛rt❡❞♥❡ss ❛♥❞ ✏❞❡❛❞❧② s✉❜t❡r❢✉❣❡✑ ✐♥s♣✐r❡s ▲❡♠♦②♥❡
t♦ t❛❧❦ ❛❜♦✉t ❛❞❞✐t✐♦♥❛❧ t❛s❦s ♦❢ s✉♣❡r✐♦rs ❛♥❞ ❛ss✐st❛♥ts✳ ❍❡ ❝❛♥♥♦t ❜❡ s❛t✐s✜❡❞ ✇✐t❤
s✐♠♣❧② ♠❡♥t✐♦♥✐♥❣ ✉♣s❡tt✐♥❣ r❡t✐❝❡♥❝❡✱ ✇❤✐❝❤ ✐s t❤✐s ✏s❡❝r❡t✐✈❡♥❡ss✑✳ ❚❤❡ t❡r♠ ✐ts❡❧❢
s❤♦✉❧❞ ❜❡ ❝❧❡❛r ❡♥♦✉❣❤ t❤♦✉❣❤✱ ❢♦r ✲ ❛s ❛♥ ❡❞✐t♦r ✲ ❤❡ ❤❛❞ ✐♥s❡rt❡❞ ❛♥ ✉♥❛♠❜✐❣✉♦✉s ♥❡✇
✷✻✽▼❖❚❚❖✱ ❋r✳✱ ■ ✏❘✐❝♦r❞✐ ❝♦♥❢❞❡♥③✐❛❧✐✳✳✳✑ ✱ ✐♥ ❇❘❆■❉❖✱ P✳✱ ❉♦♥ ❇♦s❝♦ ❡❞✉❝❛t♦r❡✳✳✳✱ ♣✳ ✶✻✵✳ ▼❇ ❳✱ ♣✳
✶✵✹✶❀ ❊▼❇ ❳✱ ♣✳ ✹✹✼✳ ✏P❤②s✐❝❛❧✑ ✐s ❛❝t✉❛❧❧② ✏s❛♥✐t❛r✐♦✑✱ ✐✳❡✳✱ ✐♥ t❤❡ ♦r✐❣✐♥❛❧ t❡①t✱ ✇✐t❤ r❡s♣❡❝t t♦
❤❡❛❧t❤✳
✶✺✸

16.4 Page 154

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♣❛r❛❣r❛♣❤ ❛t t❤❡ ❡♥❞ ♦❢ t❤❡ ❞❡s❝r✐♣t✐♦♥ ♦❢ t❤❡ ♣❧❛②❣r♦✉♥❞ ❜② ❇✉③③❡tt✐✳ ❍❡ ✇❛s t❛❧❦✐♥❣
❛❜♦✉t ❙t✳ ❆❧♦②s✐✉s✱ ✇❤♦ ✇♦✉❧❞ ❤❛✈❡ ❜❡❡♥ ❛s❤❛♠❡❞ ❛❜♦✉t ✇❤❛t ✇❛s ❜❡✐♥❣ ✇❤✐s♣❡r❡❞ ❛♥❞
t♦❧❞ ✐♥ ❝❡rt❛✐♥ ❧✐tt❧❡ ❣r♦✉♣s✳ ✽✲✾❙t✐❧❧✱ ❤❡ ♥♦✇ ❛❞❞s ❛ ❝♦♠♣❧❡t❡❧② ♥❡✇ ❢r❛❣♠❡♥t t♦
❤❡r❡✳✷✻✾ ■t ❝♦♥t❛✐♥s t✇♦ t♦♣✐❝s✳ ❚❤❡ ✜rst ❛♥❞ t♦t❛❧❧② ♥❡✇ ♦♥❡ ✐s ❛❜♦✉t ❡①♣❡❧❧✐♥❣ ❝❡rt❛✐♥
②♦✉♥❣st❡rs✳ ❚❤❡ s❡❝♦♥❞ ✉r❣❡s t❤❡ ❞✉t② t♦ r❡♣♦rt✳ ❋♦r t❤❡ s❡❝♦♥❞ ♦♥❡ ▲❡♠♦②♥❡ ✉s❡s ❛
t❤♦✉❣❤t ✇❤✐❝❤ ❤❡ ❤❛❞ ❥♦tt❡❞ ❞♦✇♥ ❛t t❤❡ ❡♥❞ ♦❢ ♠❛♥✉s❝r✐♣t ✳ ■ ✐♥t❡♥❞ t♦ ❞✐s❝✉ss t❤❡
r❡♠❛r❦ ♦♥ t❤✐s ❛❞❞✐t✐♦♥ ✐♥ ❝❤❛♣t❡r ✽✱ s❡❝♦♥❞ ✈♦❧✉♠❡✳
❆s ❢❛r ❛s s❡❝r❡t✐✈❡♥❡ss ✐s ❝♦♥❝❡r♥❡❞✱ t❤❡ ❡❞✐t♦r t❤✐♥❦s ✐t ♥❡❝❡ss❛r② t♦ r❡♠✐♥❞ ✉s ♦❢
t❤❡ ♣♦❧✐❝② ✇❤✐❝❤ ❤❛❞ ❜❡❡♥ ❛❞♦♣t❡❞ ✉♣ t✐❧❧ t❤❡♥✳ ❆❝❝♦r❞✐♥❣ t♦ t❤❡ ❛❞❞✐t✐♦♥ tr❛❞✐t✐♦♥
r❡q✉✐r❡s ✏t❤❡ s✉♣❡r✐♦rs ❬♣❧✉r❛❧ ❛❣❛✐♥ ♥♦✇❪ t♦ ❜❡ ✉♥❜❡♥❞✐♥❣ ♦♥❧② ✐♥ t❤❡ ❝❛s❡ ♦❢ ✐♠♠♦r❛❧
❝♦♥❞✉❝t✳✑ ❋♦r t❤❛t ♣♦✐♥t ♦❢ ✈✐❡✇ ❤❡ ❝♦✉❧❞ r❡❢❡r t♦ ❤✐s ♦✇♥ ❡①♣❡r✐❡♥❝❡ ❛♥❞ t❤❡ ✇r✐tt❡♥
❞✐r❡❝t✐✈❡s✳✷✼✵ ❆ ❝♦✉♣❧❡ ♦❢ t❤❡s❡ ❞✐r❡❝t✐✈❡s ❝❛♥ ❜❡ ❢♦✉♥❞ ✐♥ ❛♥ ❛rt✐❝❧❡ ♦♥ t❤❡ ❝♦♥❝❧✉s✐♦♥s ♦❢
t❤❡ ❙❡❝♦♥❞ ●❡♥❡r❛❧ ❈❤❛♣t❡r✱ ✇❤✐❝❤ ✇❡r❡ ♣✉❜❧✐s❤❡❞ ✐♥ ✶✽✽✷✳ ❖♥❡ ❞✐r❡❝t✐✈❡ st✐♣✉❧❛t❡❞ t❤❡
❢♦❧❧♦✇✐♥❣✿ ✏❆s s♦♦♥ ❛s ❛ ❜♦② ❝❛✉s❡s ♣r♦❜❧❡♠s ♠♦r❛❧❧②✱ ❤❡ ❤❛s t♦ ❜❡ r❡♠♦✈❡❞ ✐♥st❛♥t❧② ❢r♦♠
❤✐s ❢r✐❡♥❞s ❛♥❞ s❡♥t ❜❛❝❦ t♦ ❤✐s ❢❛♠✐❧②✳✑ ❚❤❡ ♦t❤❡r ❞✐r❡❝t✐✈❡ s❛✐❞✿ ✏❚❤❡ ❜♦②s ❛♥❞ ♣❡rs♦♥s
✇❤♦ ❛r❡ ❦♥♦✇♥ t♦ ❜❡ ♠♦r❛❧❧② ❛♥❞ s♣✐r✐t✉❛❧❧② ❞❛♥❣❡r♦✉s ♠✉st ❜❡ ♠❡r❝✐❧❡ss❧② r❡♠♦✈❡❞ ❢r♦♠
♦✉r ❤♦✉s❡s✳✑ ✷✼✶ ❚❤❡ ❞♦❝✉♠❡♥t ✏❚❤❡ ❯s❡ ♦❢ P✉♥✐s❤♠❡♥ts ✐♥ ❙❛❧❡s✐❛♥ ❍♦✉s❡s✑ t❡st✐✜❡s t♦
t❤✐s ♥♦r♠ ✐♥ ✶✽✽✸✳ ■t ❝♦♥✜r♠s ❛♥❞ ❛t t❤❡ s❛♠❡ t✐♠❡ r❡✜♥❡s t❤✐s ♥♦r♠✳ ■t ❞♦❡s s♦ ❛s
✐t ♠❛❦❡s ✉s❡ ♦❢ ▼♦♥❢❛t✬s ✇♦r❞✐♥❣✳ ❚❤❡ ✇❛② t♦ ❜❡ ❢♦❧❧♦✇❡❞ ❛❝❝♦r❞✐♥❣ t♦ t❤❡ ❞♦❝✉♠❡♥t
✇❛s✿ ✏■♥ t❤❡ s❛❞ ❡✈❡♥t✱ ❤♦✇❡✈❡r✱ t❤❛t ❛ ♣✉♣✐❧ ❣✐✈❡s ❣r❛✈❡ s❝❛♥❞❛❧ ♦r ♦✛❡♥❞s t❤❡ ▲♦r❞✱
❤❡ ✐s t♦ ❜❡ r❡❢❡rr❡❞ t♦ t❤❡ r❡❝t♦r ✇❤♦ ✇✐❧❧ ♣r✉❞❡♥t❧② t❛❦❡ t❤❡ ♠❡❛s✉r❡s ✇❤✐❝❤ ❤❡ ❥✉❞❣❡s
✇✐❧❧ ❜❡ ❡✛❡❝t✐✈❡ ❛♥❞ ♦♣♣♦rt✉♥❡✳ ❙❤♦✉❧❞ t❤✐s ♣✉♣✐❧ ❜❡ ❞❡❛❢ t♦ t❤❡s❡ t❤♦✉❣❤t❢✉❧ ♠❡❛s✉r❡s
❢♦r ❤✐s ✐♠♣r♦✈❡♠❡♥t ❛♥❞ ❝♦♥t✐♥✉❡ t♦ ❣✐✈❡ ❜❛❞ ❡①❛♠♣❧❡ ❛♥❞ s❝❛♥❞❛❧ t♦ ♦t❤❡rs✱ ❤❡ s❤♦✉❧❞
❜❡ s✉♠♠❛r✐❧② ❞✐s♠✐ss❡❞✱ ❤✐s ❣♦♦❞ ♥❛♠❡ ❜❡✐♥❣ ♣r♦t❡❝t❡❞ ❛s ♠✉❝❤ ❛s ♣♦ss✐❜❧❡✳ ❚❤✐s ❝❛♥
❜❡ ❞♦♥❡ ❜② s✉❣❣❡st✐♥❣ t❤❛t t❤❡ ❧❛❞ ♣❡rs♦♥❛❧❧② ❛s❦ ❤✐s ❢❛♠✐❧② t♦ ✇✐t❤❞r❛✇ ❤✐♠ ❢r♦♠ t❤❡
s❝❤♦♦❧ ♦r ❜② ❞✐r❡❝t❧② ❛❞✈✐s✐♥❣ t❤❡ ❢❛♠✐❧② t♦ ❝❤❛♥❣❡ s❝❤♦♦❧s ✐♥ t❤❡ ❤♦♣❡ t❤❛t t❤❡✐r s♦♥ ✇✐❧❧
❞♦ ❜❡tt❡r ❡❧s❡✇❤❡r❡✳ ❚❤✐s ❦✐♥❞ ♦❢ ❝❤❛r✐t② ❤❛s ♣r♦✈❡❞ t♦ ❜❡ ❡✛❡❝t✐✈❡✳✑ ✷✼✷
❯s✐♥❣ t❤❡ ✇♦r❞s ✏♦♥❧②✑✱ ✏✐♥ t❤❡ ❝❛s❡✑ ❛♥❞ ✏✉♥❜❡♥❞✐♥❣✑ ❬r❡❧❡♥t❧❡ss❪✱ ❛♥❞ ❡✈❡♥ ✏✐♠♠♦r❛❧
✷✻✾■t ♠✐❣❤t ❜❡ ❛ ❜✐t ❜❧✉♥t t♦ s✉❣❣❡st t❤❛t ●✳ ❇✉③③❡tt✐ ✇❛s ❛❧❧♦✇❡❞ t♦ ❜❡ q✉✐t❡ ❛❝t✐✈❡ ❛❢t❡r✇❛r❞s✳
✷✼✵❖♥ ❤✐s ❡①♣❡r✐❡♥❝❡ ❝❢✳ ❇■❊❙▼❆◆❙✱ ❘✳✱ ❉❡ ❜r✐❡❢ ✉✐t ❘♦♠❡ ❛❛♥ ❞❡ ❥♦♥❣❡♥s✳ ✳ ✳ ✱ ♣♣✳ ✼✸✲✼✺✳
✷✼✶❖❊ ❳❳❳■■■ ❬✻✷ ❛♥❞ ✻✼❪✳ ❇■❊❙▼❆◆❙✱ ❘✳✱ ❉❡ ❜r✐❡❢ ✉✐t ❘♦♠❡ ❛❛♥ ❞❡ ❥♦♥❣❡♥s✳ ✳ ✳ ✱ ♣✳ ✼✹✳ ■♥ ❤✐s ❝❤r♦♥✐❝❧❡
✭✶✽✼✺✲✶✽✼✾✮ ●✳ ❇❛r❜❡r✐s ❤❛❞ ❛❧r❡❛❞② ✇r✐tt❡♥✿ ✏■t ✐s t❤❡ ❘✉❧❡ ♦❢ t❤❡ ❍♦✉s❡ t❤❛t ✉♥❞❡r ♥♦ ❝✐r❝✉♠st❛♥❝❡s
❜❛❞ ❜♦②s✱ ✇❤♦ ♠✐❣❤t ❝♦rr✉♣t t❤❡✐r ❝♦♠♣❛♥✐♦♥s ✐♥ ❛♥② ✇❛②✱ ✇✐❧❧ ❜❡ t♦❧❡r❛t❡❞✳ ❖♥❡ s✐♥❣❧❡ ✐♥❞❡❝❡♥t
❝♦♥✈❡rs❛t✐♦♥ ♦r t❤❡ s♠❛❧❧❡st ✐♠♠♦r❛❧ ❛❝t s✉✣❝❡s t♦ ❞✐s♠✐ss t❤❡ ❣✉✐❧t② ♦♥❡ ❢r♦♠ t❤❡ ❍♦✉s❡✳ ❇✉t
t❤✐s ❝❛♥♥♦t ❜❡ ❞♦♥❡ ✇✐t❤♦✉t ✜rst t❛❧❦✐♥❣ t❤❡ ♠❛tt❡r ♦✈❡r ✇✐t❤ ❉♦♥ ❇♦s❝♦✳✑ P✳ ❇r❛✐❞♦ t❤✐♥❦s t❤❛t
❋r ❇❛r❜❡r✐s✬ ❤❛rs❤♥❡ss ✐s t♦ ❜❡ ❛ttr✐❜✉t❡❞ t♦ ❤✐s r❡s♣♦♥s✐❜✐❧✐t② ♦❢ ♥♦✈✐❝❡ ♠❛st❡r✳ ✭❇❘❆■❉❖✱ P✳✱
Pr❡✈❡♥✐r❡✳ ✳ ✳ ✱ ♣✳ ✸✹✽✮✳ ❈❢✳ ❛❧s♦ t❤❡ ♥♦t❡ ♦❢ ❏❛♥✉❛r② ✷✸ ✶✽✼✻ ✐♥ ▼❇ ❳■✱ ✹✺✽❀ ❊▼❇ ❳■✱ ✹✷✾✳ ❉♦♥
❇♦s❝♦ ❤✐♠s❡❧❢ ❞✉r✐♥❣ ❛♥ ❡✈❡♥✐♥❣ ❛❞❞r❡ss ♦♥ ❆♣r✐❧ ✶✺ ✶✽✼✼✳ ❈❢✳ ▼❇ ❳■■■✱ ♣♣✳ ✹✷✵✲✹✷✶❀ ❊▼❇ ❳■■■✱ ♣✳
✸✸✵✳
✷✼✷❊ ■❱✱ ♣✳ ✷✵✽✳ ▼❇ ❳❱■✱ ♣♣✳ ✹✹✻✲✹✹✼❀ ❊▼❇ ❳❱■✱ ♣✳ ✸✼✺✳ ❚❤✐s ❝❛✉t✐♦✉s ♠❡t❤♦❞ ✐s ♥♦ ❞♦✉❜t ❛❧s♦ ✐♥s♣✐r❡❞
❜② ❛ ❜♦♦❦ ♦❢ ▼❖◆❋❆❚✱ ❆✳ ▲❛ ♣r❛❝t✐❝❛ ❞❡❧❧❛ ❡❞✉❝❛③✐♦♥❡ ❈r✐st✐❛♥❛✱ ✶✽✼✾✱ ♣✳ ✶✾✵✳ ❖♥ ❡①♣✉❧s✐♦♥✱ s❡❡
❇■❊❙▼❆◆❙✱ ❘✳✱ ❘❡❞❡❧✐❥❦❤❡✐❞ ✐♥ ❞❡ ♦♠❣❛♥❣ ♠❡t ❥♦♥❣❡r❡♥ ✭✶✽✼✻✲✶✽✽✹✮✱ ✷✵✵✵✱ ♣♣✳ ✶✷✵✲✶✷✻✳ ■t ✐s ❛
♣r♦❜❧❡♠ ❉♦♥ ❇♦s❝♦ ❤❛❞ t♦ ❞❡❛❧ ✇✐t❤ r❡❣✉❧❛r❧②✳ ❍❡ ♣✉t ✐t ♦♥ t❤❡ ♣✉❜❧✐❝ ❛❣❡♥❞❛✱ ❢♦r ✐♥st❛♥❝❡ ✐♥ ❛
❣♦♦❞ ♥✐❣❤t✳ ❆❧s♦ t❤❡♥ ❤❡ ♠❡❛♥t ♦♥❧② ✏❛ s♠❛❧❧ ♥✉♠❜❡r✑ ♦❢ ②♦✉♥❣st❡rs✿ ✏◆♦✇ ■ ✐♥t❡♥❞ t♦ ✇❛✐t ❛ ✇❤✐❧❡
t♦ s❡❡ ✐❢ t❤❡s❡ ❜♦②s ✇✐❧❧ ❞❡❝✐❞❡ t♦ ❜❡❤❛✈❡❀ ❜❡❝❛✉s❡ ✐❢ t❤❡② ❞♦♥✬t✱ ■ s❤❛❧❧ ❤❛✈❡ t♦ t❛❦❡ ♠❡❛s✉r❡s ✇❤✐❝❤✱
✉♥❢♦rt✉♥❛t❡❧②✱ ❤❛❞ t♦ ❜❡ t❛❦❡♥ ✇✐t❤ s♦♠❡ ♦t❤❡r ❜♦②s✱ t❤❛t ✐s✱ ❞✐s♠✐ss t❤❡♠✳✑ ✭▼❇ ❳■✱ ♣✳ ✷✷✼❀ ❊▼❇
❳■✱ ♣✳ ✷✵✽✳ ❈❢✳ ▼❇ ❳■✱ ♣♣✳ ✹✺✾✲✹✻✵❀ ❊▼❇ ❳■✱ ♣✳ ✹✸✵✳✮
✶✺✹

16.5 Page 155

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❝♦♥❞✉❝t✑ ▲❡♠♦②♥❡ r❡♣❡❛ts ♦♥❡ ♦❢ t❤❡ ♠❡❛s✉r❡s ♦❢ ✶✽✽✸ ❛♥❞ ❡s♣❡❝✐❛❧❧② ♦❢ t❤❡ ❙❡❝♦♥❞
●❡♥❡r❛❧ ❈❤❛♣t❡r ✐♥ ❛ ✈❡r② ❝♦♥❞❡♥s❡ ✇❛②✳ ❯s✐♥❣ t❤❡ ✇♦r❞ ✏♦♥❧②✑ t❤❡ ❡❞✐t♦r s❡❡♠s t♦
❡♠♣❤❛s✐③❡ ❥✉st ❧✐❦❡ ❉♦♥ ❇♦s❝♦ t❤❛t ❡①♣✉❧s✐♦♥ s❤♦✉❧❞ ♥♦♥❡t❤❡❧❡ss r❡♠❛✐♥ ❛ ✈❡r② ❤❡❛✈②
❛♥❞ ❡①❝❡♣t✐♦♥❛❧ ♣✉♥✐s❤♠❡♥t✳ ❖♥ t❤❡ ♦t❤❡r ❤❛♥❞ ✐t ✐s ❛ ♠❡❛s✉r❡ ✇❤✐❝❤ ❤❛s t♦ ❜❡ t❛❦❡♥
❛t t✐♠❡s✱ ❝❡rt❛✐♥❧② ✐♥ ❛♥ ✐♥st✐t✉t✐♦♥ ✇❤❡r❡ ❛♥ ✐♠♣♦rt❛♥t✱ ✐❢ ♥♦t t❤❡ ♠♦st ✐♠♣♦rt❛♥t ❛♥❞
❛❧♠♦st t❤❡ ♦♥❧② ♦❜❥❡❝t✐✈❡ ❤❛s ❜❡❝♦♠❡ t♦ r❛✐s❡ ❛♥❞ ♣r❡s❡r✈❡ r❡❧✐❣✐♦✉s ✈♦❝❛t✐♦♥s✳
■t ❞♦❡s ♥♦t ❛♣♣❡❛r r❡❞✉♥❞❛♥t t♦ ♠❡ t♦ r❡♣❡❛t t❤❛t t❤✐s ♣❛r❛❣r❛♣❤ ✇❛s ❛❞❞❡❞ ❤❡r❡ ✐♥ ❛
❧❛t❡r st❛❣❡ ♦❢ t❤❡ ❡❞✐t✐♥❣✳ ■t ❡①♣❧❛✐♥s ✇❤❛t ✐s ♠❡❛♥t ❜② s❡❝r❡t✐✈❡♥❡ss ❛♥❞ ❛❧s♦ ✇❤② ❉♦♥
❘✉❧❡ ❘❡❣✉❧❛t✐♦♥s ❇♦s❝♦ ✇❛♥t❡❞ t♦ ✐♠♣r❡ss ❛♥ ❛rt✐❝❧❡ ♦❢ t❤❡
♦r
❛t t❤❡ ❡♥❞ ♦❢ t❤❡ ✜rst s❡r✐❡s
♦❢ s✉❣❣❡st✐♦♥s✳ ✷✸✱ ❝♦❧✉♠♥ ❆
❚❤❡ ❢♦✉♥❞❛t✐♦♥ ♦❢ ❤✐s s✉❣❣❡st✐♦♥ ❛♥❞ t❤❡ ♣❛r❛❣r❛♣❤ ✐♥ t❤✐s ❡❧❛❜♦r❛t✐♦♥ ♦❢ ❝✐r❝✉❧❛r ✭ ✮
❘❡❣✉❧❛t✐♦♥s ❢♦r t❤❡ ❍♦✉s❡s s❡❡♠s t♦ ❜❡ ✐♥❞❡❡❞ ❛rt✐❝❧❡ ✺ ♦❢ t❤❡ t❡♥t❤ ❝❤❛♣t❡r ♦❢ t❤❡
✳ ❚❤❡
t✐t❧❡ ✐s✿ ✏❆ss✐st❛♥ts ♦r ❘❡s♣♦♥s✐❜❧❡ P❡rs♦♥s ✐♥ t❤❡ ❉♦r♠✐t♦r②✳✑ P❛rt ♦❢ ✐t r❛♥ ❛s ❢♦❧❧♦✇s✿
■♠♣✉❞✐t✐❛ ♥❡❝ ♥♦♠✐♥❡t✉r ✐♥ ✈♦❜✐s ❬■♠♣✉r✐t② ♠✉st ♥♦t ❡✈❡♥ ❜❡ ♠❡♥t✐♦♥❡❞ ❛♠♦♥❣ ②♦✉❪✳
■❢ ♦♥❡ ❞✐s❝♦✈❡rs ❛ ❢❛✐❧✉r❡ ✐♥ t❤❛t ✜❡❧❞✱ ✐t ✐s ♦♥❡✬s str✐❝t ❞✉t② t♦ r❡♣♦rt ✐t t♦ t❤❡ r❡❝t♦r✳✑ ✷✼✸
■t ✐s ❛ ♠♦r❛❧ ❞✉t②✳ ■♥ t❤❡ ❝♦♥t❡①t ❵t♦ ❢❛✐❧✬ ♠❡❛♥s t♦ ❝♦♠♠✐t ❛ s❡r✐♦✉s✑ s✐♥✳ ❆s ✐t ✐s ❛ ✈❡r②
s❡r✐♦✉s ♠❛tt❡r✱ ❡✈❡r②♦♥❡ ♠✉st ❝♦✲♦♣❡r❛t❡✳ ■t ✐s ♥♦t ❛ ♠❛tt❡r ❢♦r t❤❡ ❛ss✐st❛♥ts ♦♥❧②✳ ❆❧s♦
❞✉r✐♥❣ r❡❝r❡❛t✐♦♥ t✐♠❡ ❡✈❡r②♦♥❡ ❤❛s t♦ ✇❛t❝❤ ♦✉t ❛♥❞ ❧✐st❡♥✳ ❍♦✇❡✈❡r ✐t ❞♦❡s ♥♦t ✐♥✈♦❧✈❡
❛♥ ❛tt✐t✉❞❡ ✇❤✐❝❤ s❤♦✇s ❡✛❡❝t✐✈❡ ❧♦✈❡ ♦r ✐s ❛ ❜❡♥❡✜t ❢♦r t❤❡ ❢❛♠✐❧✐❛r✱ ♦♣❡♥ ❛♥❞ ❥♦✈✐❛❧ ✇❛②
♦❢ ❞❡❛❧✐♥❣ ✇✐t❤ t❤❡ ❜♦②s✳ ■t r❡❛❧❧② ✐s ❛❜♦✉t ❢✉❧✜❧❧✐♥❣ ✏❛ str✐❝t ❞✉t② ✐♥ ❝♦♥s❝✐❡♥❝❡✑ ✇❤✐❝❤
❛❧❧♦✇s ❛ ♥❡❝❡ss❛r② ❞✐s❝✐♣❧✐♥❛r② ✐♥t❡r✈❡♥t✐♦♥ ❢♦r ♠♦r❛❧ ❢❛✐❧✉r❡s ❛♥❞ ❣✉❛r❛♥t❡❡s r❡s♣♦♥s✐❜❧❡
❛❝t✐♦♥✳ ❚❤❡ ♣✉r♣♦s❡ ✐s t♦ ♣r❡s❡r✈❡ ❛ ✇❤♦❧❡s♦♠❡ ♠♦r❛❧ ❝❧✐♠❛t❡ ❛♥❞ ❝♦♥s❡q✉❡♥t❧② s♣✐r✐t✉❛❧
✇❡❧❧✲❜❡✐♥❣✳ ■t ✐s ❢♦r t❤✐s ❣♦❛❧ t❤❛t ✏t❤❡ r❡❝t♦rs ❬♣❧✉r❛❧❪✱ ✇❤♦ ❛r❡ r❡s♣♦♥s✐❜❧❡ ✐♥ t❤❡ ❡②❡s
♦❢ t❤❡ ♣✉❜❧✐❝✱ ♠✉st ❡①❡rt ❛❧❧ t❤❡✐r ❡✛♦rts t♦ ❤❛✈❡ ♠♦r❛❧✐t② ♣r❡s❡r✈❡❞✳✑ ✷✼✹ ❚❤❛t ✇❛s t❤❡✐r
♠✐ss✐♦♥ ❛❝❝♦r❞✐♥❣ t♦ t❤❡ s❡❝♦♥❞ ❞❡❝✐s✐♦♥ ♦❢ t❤❡ ❚❤✐r❞ ●❡♥❡r❛❧ ❈❤❛♣t❡r ❛♥❞✱ ❛s ✐t s❡❡♠s✱
✐♥ t❤❡ ❛❞❞✐t✐♦♥ ❛t t❤❡ ❡♥❞ ♦❢ t❤❡ ♦r✐❣✐♥❛❧ ♥♦t❡s ✐♥ ♠❛♥✉s❝r✐♣t ✳
❇❡❝❛✉s❡ ♦❢ t❤❡ ❡♠♣❤❛s✐s ♦♥ ❤❛rs❤♥❡ss ❛♥❞ str✐❝t ❞✉t② t❤❡ ❛❞❞✐t✐♦♥❛❧ t❤♦✉❣❤ts ❞♦ ♥♦t
✜t ✐♥ ♦r ❛t ❧❡❛st ✜t ✐♥ ❧❡ss ✇✐t❤ t❤❡ ♣r❡✈✐♦✉s r❡✢❡❝t✐♦♥s ♦♥ t❤❡ ❛❜s♦❧✉t❡ ♥❡❝❡ss✐t② ♦❢ tr✉st
❛♥❞ ❧♦✈✐♥❣ ❤❡❛❧t❤② ❢❛♠✐❧✐❛r✐t②✳
✸✳✹✳✼ ❈♦♠♣❧❡t✐♦♥ ♦❢ t❤❡ ❝♦♥s✐❞❡r❛t✐♦♥s ♦♥ t❤❡ s❡❝♦♥❞ ❦❡②✇♦r❞
✏❢❛♠✐❧✐❛r✐t②✑ ❛♥❞ ●✳ ❇✉③③❡tt✐✬s ❡①t❡♥❞❡❞ ❝♦♠♠❡♥t
❇✉③③❡tt✐✬s r❡❛❝t✐♦♥ t♦ ❉♦♥ ❇♦s❝♦✬s ♣r❡ss✐♥❣ q✉❡st✐♦♥ ❛❜♦✉t ✇❤❛t ❤❛❞ t♦ ❜❡ ❞♦♥❡ t♦ ❜r❡❛❦
❞♦✇♥ t❤❡ ❜❛rr✐❡r ✇❛s ❛❝t✉❛❧❧② ❜r✐❡❢ ❛♥❞ ❝♦♥❝✐s❡✿ ✏❋❛♠✐❧✐❛r✐t②✑ ✶✽✱ ❜✉t t❤❡ ❡①♣❧❛♥❛t✐♦♥ ♦❢
t❤✐s ❝♦♥❝❡♣t ❤❛s ❜❡❝♦♠❡ ❛ ✈❡r② ❧♦♥❣✱ ♠♦r❡ ♦r ❧❡ss ❝♦♥s✐st❡♥t ❡ss❛②✱ ❛s ❤❛❞ ❜❡❡♥ t❤❡ ❝❛s❡
❛♠♦r❡ ✇✐t❤ t❤❡ ❝❧❛r✐✜❝❛t✐♦♥ ♦❢ t❤❡ ❝♦♥❝❡♣t ✏
✑✳ ❚❤❛t ✐s ✇❤② ✐t ✐s ♥♦t ❛t ❛❧❧ s✉r♣r✐s✐♥❣ t❤❛t
t❤❡ ❡❞✐t♦r ♠❛❦❡s ❉♦♥ ❇♦s❝♦ ♥♦✇ ❛s❦ ❇✉③③❡tt✐ t❤✐s q✉❡st✐♦♥✿ ✏❆♥❞ ✇❤❛t ✐s t❤❡ ❜❡st ✇❛②
♦❢ ❛❝❤✐❡✈✐♥❣ t❤✐s ❢❛♠✐❧✐❛r✐t② ❬❢r✐❡♥❞❧② r❡❧❛t✐♦♥s❤✐♣❪❄✑ ■t ❧♦♦❦s ❛s ✐❢ ❉♦♥ ❇♦s❝♦ ❝❛♥♥♦t s❡❡
✷✼✸
❖❊ ❳❳■❳ ❬✶✸✼✴✺❪✳ ❚❤❡ ▲❛t✐♥ t❡①t ❝♦♠❡s ❢r♦♠ ❙t✳ P❛✉❧✬s ❧❡tt❡r t♦ t❤❡ ❊♣❤❡s✐❛♥s ✭❊♣❤✳ ✺✱✸✮✳ ❆ s✐♠✐❧❛r
❞✉t② ❛♣♣❧✐❡s t♦ t❤❡ ❛ss✐st❛♥ts ✐♥ t❤❡ ✇♦r❦❤♦✉s❡s✳ ❈❢✳ ❖❊ ❳❳■❳ ❬✶✸✹✴✹❪✳
✷✼✹
❋❞❇ ✶✳✽✻✹ ❆✶✳ ▼❇ ❳❱■✱ ♣✳ ✹✶✻❀ ❊▼❇ ❳❱■✱ ♣♣✳ ✸✸✵✲✸✸✶✳
✶✺✺

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t❤❡ ✇♦♦❞ ❢♦r t❤❡ tr❡❡s✳ ❲❤❛t ❤❛s t♦ ❜❡ ❞♦♥❡ ✉r❣❡♥t❧② ♥♦✇❄ ❲❤❛t ✐s t❤❡ ♠♦st ✐♠♣♦rt❛♥t
t❤✐♥❣ t♦ ❞♦❄ ❍♦✇❡✈❡r✱ ▲❡♠♦②♥❡ ❞♦❡s ♠♦r❡✳ ❆t t❤❡ s❛♠❡ t✐♠❡ ❤❡ ♠❛❦❡s ❉♦♥ ❇♦s❝♦ ❛❧s♦
❛s❦ ❢♦r t❤❡ ♠❡❛♥s t♦ ♠❛❦❡ ❛ tr✐✉♠♣❤ ♣♦ss✐❜❧❡ ❢♦r ✏t❤✐s ❦✐♥❞ ♦❢ ❧♦✈❡ ❛♥❞ ❝♦♥✜❞❡♥❝❡✑ t♦♦✳
■♥ t❤✐s ✇❛② ❤❡ ♣✐❝❦s ✉♣ ❛❣❛✐♥ t❤❡ t❤r❡❡ ❜❡❛r✐♥❣ ❝♦♥❝❡♣ts ♦❢ ❇✉③③❡tt✐✬s st❛t❡♠❡♥t ❛t t❤❡
st❛rt ♦❢ ❤✐s ❡①♣❧❛♥❛t✐♦♥ ♦❢ ❢❛♠✐❧✐❛r✐t②✳ ❚❤❡② ✇❡r❡✿ ✏❲✐t❤♦✉t ❢❛♠✐❧✐❛r✐t② ❬❢r✐❡♥❞❧② ✐♥❢♦r♠❛❧
r❡❧❛t✐♦♥s❤✐♣❪ ♦♥❡ ❞♦❡s ♥♦t s❤♦✇ ♦♥❡✬s ❧♦✈❡ ❛♥❞ ✐❢ ♦♥❡ ❞♦❡s ♥♦t ♠❛❦❡ ♦♥❡✬s ❧♦✈❡ ✈✐s✐❜❧❡
❬t❛♥❣✐❜❧❡✱ ❡✈✐❞❡♥t❪✱ t❤❡r❡ ❝❛♥ ❜❡ ♥♦ ❝♦♥✜❞❡♥❝❡✳✑ ✶✽❚❤✉s t❤✐s s❡♥t❡♥❝❡ r❡❛❧✐③❡s ❛♥♦t❤❡r
♣❡r❢❡❝t ✐♥❝❧✉s✐♦♥ ❛❣❛✐♥✳
❨❡t ✐t ✐s q✉✐t❡ ♣♦ss✐❜❧❡ ❋r ▲❡♠♦②♥❡ ♠❡❛♥s ♠♦r❡✳ ■♥ t❤❡ ✇❛② ♦❢ ❛ t❤✐r❞ ❞✐♠❡♥s✐♦♥ ❤❡
❝♦✉❧❞ ❛❧❧✉❞❡ ❤❡r❡ t♦ t❤❡ ✇❤♦❧❡ ❝♦♥✈❡rs❛t✐♦♥✱ ❛❧❧ t❤❡ ❞✐r❡❝t✐✈❡s r❡❣❛r❞✐♥❣ ❢❛♠✐❧✐❛r✐t② ❛♥❞
r❡❣❛r❞✐♥❣ ❛✛❡❝t✐✈❡ ❧♦✈❡ ❛♥❞ ♠✉t✉❛❧ tr✉st ❛s ✇❡❧❧✳ ❱❛❧❢rè t♦♦ s❛✐❞ ❛❢t❡r t❤❡ ❞❡s❝r✐♣t✐♦♥
♦❢ t❤❡ ❧✐✈❡❧② ❛♥❞ ❝❤❡❡r❢✉❧ r❡❝r❡❛t✐♦♥ t✐♠❡✿ ✏❋❛♠✐❧✐❛r✐t② ❬❝❧♦s❡♥❡ss❪ ❧❡❛❞s t♦ ❛✛❡❝t✐♦♥✱ ❛♥❞
❧♦✈❡ ❜r✐♥❣s ❝♦♥✜❞❡♥❝❡✳✑ ❍✐s st❛t❡♠❡♥t ❝♦♥t❛✐♥❡❞ t❤❡ t❤r❡❡ ❝♦♥❝❡♣ts ✇❤✐❝❤ ✇♦✉❧❞ ❜❡
❞❡✈❡❧♦♣❡❞ ✐♥ t❤❡ t✇♦ ❝♦♠♠❡♥ts✳ ■♥ t❤❛t ❝❛s❡ ❉♦♥ ❇♦s❝♦✬s q✉❡st✐♦♥ ♥♦✇ ❜❡❝♦♠❡s t❤❡
q✉❡st✐♦♥ ❛s t♦ ✇❤❛t ✐s t❤❡ ♠❛✐♥ ❡❧❡♠❡♥t ♦❢ ❇✉③③❡tt✐✬s ✐♥♣✉t✱ ❛♥❞ ✐♥❞❡❡❞ ♦❢ ❡✈❡r②t❤✐♥❣
❜♦t❤ ♣❛st ♣✉♣✐❧s ❤❛✈❡ ❜❡❡♥ t❡❧❧✐♥❣ ❛♥❞ ♣r❡s❡♥t✐♥❣ ❤✐♠✳
✏❚❤❡ ❡①❛❝t ♦❜s❡r✈❛♥❝❡ ♦❢ t❤❡ r✉❧❡s ♦❢ t❤❡ ❤♦✉s❡✑ ✷✸
❆t ✜rst ❤❡❛r✐♥❣ t❤❡ ❛♥s✇❡r✿ ✏❚❤❡ ❡①❛❝t ♦❜s❡r✈❛♥❝❡ ♦❢ t❤❡ r✉❧❡s ♦❢ t❤❡ ❍♦✉s❡✑ ✐s ❞✐s❛♣✲
♣♦✐♥t✐♥❣✳ ❚❤✐s ✐s ♥♦t ♦♥❧② t❤❡ ❝❛s❡ ❜❡❝❛✉s❡ ♦❢ ✐ts ❝♦♥t❡♥t ❜✉t ❛❧s♦ ❜❡❝❛✉s❡ ♦❢ ✐ts ♥❡✉tr❛❧
t♦♥❡✳ ❚❤✐s t♦♥❡ ✐s ❡✈❡♥ ♠♦r❡ ❞✐s❛♣♣♦✐♥t✐♥❣ ✇❤❡♥ ❝♦♠♣❛r❡❞ ✇✐t❤ t❤❡ ♣r❡✈✐♦✉s ♠❛♥✉s❝r✐♣t
✮✳ ❚❤❡r❡ ❇✉③③❡tt✐ ✇❛s ❛❧❧♦✇❡❞ t♦ ❛❞❞r❡ss ❉♦♥ ❇♦s❝♦ ❞✐r❡❝t❧② ❜② t❤❡ ❝♦♥✜❞❡♥t✐❛❧ ❛♥❞
str❛✐❣❤t❢♦r✇❛r❞ ✏②♦✉✑✱ ✈✐③✳ ✏❚❤❡ ❛❝❝✉r❛t❡ ♦❜s❡r✈❛t✐♦♥ ♦❢ t❤❡ r✉❧❡s ②♦✉ ❤❛✈❡ s❡t✳✑ ❘❡✲
t❛✐♥✐♥❣ t❤✐s ❛♥s✇❡r ✇♦✉❧❞ ❤❛✈❡ ❜❡❡♥ ❜❡tt❡r ❢♦r t❤❡ ❞✐❛❧♦❣✉❡ st②❧❡✳ ▼♦r❡♦✈❡r✱ t❤❡ ✇♦r❞
✏r✉❧❡s✑ ✇♦✉❧❞ ✉♥❡q✉✐✈♦❝❛❧❧② ❤❛✈❡ r❡♠✐♥❞❡❞ ♦❢ t❤❡ ✏r✉❧❡s ❉♦♥ ❇♦s❝♦ ❤❛s ❣✐✈❡♥ t❤❡♠✑ ❛s
♠❡♥t✐♦♥❡❞ ✐♥ t❤❡ s❡❝♦♥❞ r❡♣r♦❛❝❤✳ ✷✷
❲❤❡♥ ✇❡ ❣♦ ❞❡❡♣❡r ✐♥t♦ ✇❤❛t ❤❛s ❜❡❡♥ ✇r✐tt❡♥ ✐♥ t❤❡ ✜♥❛❧ ❡❞✐t✐♦♥✱ ✇❡ ❝❛♥ st✐❧❧ ❞✐s❝♦✈❡r
❛ ❞❡❡♣❡r ❞✐♠❡♥s✐♦♥✳ ■♥ t❤❡ ✜rst ♣❧❛❝❡ ❛tt❡♥t✐♦♥ ♠✉st ❜❡ ♣❛✐❞ t♦ t❤❡ ❝❤❛♥❣❡ ♦❢ t❤❡ ♣r❡✈✐♦✉s
t❡r♠✿ ✏r✉❧❡s✑ ✐♥ ✏❘✉❧❡s ♦❢ t❤❡ ❍♦✉s❡✳✑ ✷✸❋r ▲❡♠♦②♥❡ ♠✉st ❤❛✈❡ ❤❛❞ ❛ ❣♦♦❞ r❡❛s♦♥
❢♦r t❤❛t ❝❤❛♥❣❡✳ P❡r❤❛♣s ❤❡ ❤❛❞ ✇r✐tt❡♥ ✏ r❡❣♦❧❡✑ ✐♥ ♠❛♥✉s❝r✐♣t ♠❡r❡❧② ❜❡❝❛✉s❡ t❤❛t
❛❜❜r❡✈✐❛t✐♦♥ ✇❛s ❝❧❡❛r ❡♥♦✉❣❤ ❛❢t❡r ✏t❤❡ ❡❞✉❝❛t✐♦♥❛❧ r✉❧❡s✑ ✐♥ t❤❡ s❡❝♦♥❞ ❜❧❛♠❡✳ ■t ✐s ❛❧s♦
♣♦ss✐❜❧❡ ❤♦✇❡✈❡r ❤❡ ❤❛❞ ❜❡❡♥ ✐♥✢✉❡♥❝❡❞ ❜② ❉♦♥ ❇♦s❝♦✬s s✉♠♠❛r② ❛t t❤❡ ❡♥❞ ♦❢ t❤❡ ❚❤✐r❞
●❡♥❡r❛❧ ❈❤❛♣t❡r✳ ■♥ t❤❡ ❝♦♥t❡①t ♦❢ t❤❡ s❡❝♦♥❞ ❝♦♥❝❧✉s✐♦♥ ❉♦♥ ❇♦s❝♦ ❤❛❞ s❛✐❞ ❛t t❤❡
t✐♠❡✿ ✏❚❤❡ ♠❡❛♥s ❛r❡ t❤❡ r✉❧❡s ❬r❡❣✉❧❛t✐♦♥s❪ ❛♥❞ ❞❡❝✐s✐♦♥s ❬t❤❡ ❝❤❛♣t❡r❪ ❞❡❧✐❜❡r❛t✐♦♥s✱
✇❤✐❝❤ ♠✉st ❜❡ ♦❜s❡r✈❡❞ ❜② t❤❡♠ ❬t❤❡ r❡❝t♦rs❪ ❛♥❞ t❤❡✐r ❞❡♣❡♥❞❛♥ts✳ ❇✉t t❤✐s ♠❡❛♥s
t❤❡② ♠✉st ❦♥♦✇ t❤❡ r✉❧❡s✳ ▲❡t t❤❡♠ ❜❡ t❛✉❣❤t ✐♥ t❤❡ t✇♦ ♠♦♥t❤❧② ❝♦♥❢❡r❡♥❝❡s✳ ▲❡❛r♥❡❞
❝♦♥❢❡r❡♥❝❡s ❛r❡ ♥♦t r❡q✉✐r❡❞❀ ✐t ✐s ❡♥♦✉❣❤ t♦ ❤❛✈❡ t❤❡♠ r❡❛❞ ❛♥❞ t❤❡♥ ❢♦❧❧♦✇❡❞ ❜② ❛ ❜r✐❡❢
❡①❤♦rt❛t✐♦♥ ❛♥❞ ❡①♣❧❛♥❛t✐♦♥✳✑ ■♥ t❤❡ s✐①t❤ ❝♦♥❝❧✉s✐♦♥ ✐t s❛✐❞✿ ✏■♥ t❤❡ ❜❡❣✐♥♥✐♥❣ ❉♦♥
❇♦s❝♦ ✇❛s ❢r❡❡ t♦ ❣♦ ❛♥❞ ✈✐s✐t t❤❡ ❤♦✉s❡s ♦❢t❡♥ ❛♥❞ ♣❡rs♦♥❛❧❧② ❞✐r❡❝t t❤❡♠✳ ◆♦✇ ❧❡t t❤❡
r❡❝t♦r ❛❜✐❞❡ ❜② t❤❡ ❘✉❧❡ ❛♥❞ ♥❡✈❡r tr❡❛t ❛♥②♦♥❡ ❜r✉sq✉❡❧②✳✑ ✷✼✺
✷✼✺❋❞❇ ✶✳✽✻✹ ❇✶ ❛♥❞ ❇✷✳ ❚❤❛t ✐s ✇❤❡r❡ ✇❡ ✜♥❞ ❜♦t❤ ✏❘❡❣♦❧❡ ✑ ❛♥❞ ✏r❡❣♦❧❡ ✑✱ ✇✐t❤ ❛♥❞ ✇✐t❤♦✉t ❝❛♣✐t❛❧s✳
▼❇ ❳❱■✱ ♣♣✳ ✹✶✻ ❛♥❞ ✹✶✽❀ ❊▼❇ ❳❱■✱ ♣✳✸✸✵ ❛♥❞ ♣✳ ✸✸✷✳
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❚❤❡ ✜rst t❤✐♥❣ ♦♥❡ ♠❛② s✉♣♣♦s❡ ✐s t❤❛t ❛t t❤❡ ❈❤❛♣t❡r ❉♦♥ ❇♦s❝♦✱ ❜② ✏❘✉❧❡✭s✮✑✱
✇❛s r❡❢❡r✐♥❣ t♦ t❤❡ ❈♦♥st✐t✉t✐♦♥s ❛♥❞ ❜② ✏❉❡❝✐s✐♦♥s✑✱ t♦ ✏ ❉❡❧✐❜❡r❛③✐♦♥✐✑ ♦r ❈♦♥❝❧✉s✐♦♥s
♦❢ t❤❡ ❈❤❛♣t❡r ✐♥ ✶✽✽✸✳ ❍❡ ❤❛❞ ❡①♣r❡ss❡❞ ❤✐♠s❡❧❢ ✐♥❞❡❡❞ ✐♥ ❛ s✐♠✐❧❛r ✇❛② ✇❤❡♥ t❤❡
❝♦♥❝❧✉s✐♦♥s ♦❢ t❤❡ ❙❡❝♦♥❞ ●❡♥❡r❛❧ ❈❤❛♣t❡r ✇❡r❡ ♣✉❜❧✐s❤❡❞✳ ■♥ t❤❡ ♣r❡❢❛❝❡ ❤❡ ✇r♦t❡✿
✏❚❤❡ ❞❡✈❡❧♦♣♠❡♥t ❛♥❞ s♣✐r✐t✉❛❧ ♣r♦❣r❡ss ♦❢ ♦✉r ♣✐♦✉s ❙♦❝✐❡t② ❛♥❞ ✐ts ♠❡♠❜❡rs ❧❛r❣❡❧②
❞❡♣❡♥❞ ♦♥ ❛♥ ❛❝❝✉r❛t❡ ♦❜s❡r✈❛t✐♦♥ ♦❢ ♦✉r ❈♦♥st✐t✉t✐♦♥s ❛♥❞ ♦❢ t❤❡s❡ ❝♦♥❝❧✉s✐♦♥s ✇❤✐❝❤
❛r❡ t❤❡✐r ♣r❛❝t✐❝❛❧ ✐♠♣❧❡♠❡♥t❛t✐♦♥✳✑ ❍❡ ❣♦❡s ♦♥ ❛ ❜✐t ❢✉rt❤❡r✿ ✏❲❡ s❤❛❧❧ ❜❡ ❛❜❧❡ t♦ ♦❜t❛✐♥
✐t ❜② ❛♥ ❛❝❝✉r❛t❡ ♦❜s❡r✈❛t✐♦♥ ♦❢ ♦✉r ❈♦♥st✐t✉t✐♦♥s ❛♥❞ t❤❡s❡ ❝♦♥❝❧✉s✐♦♥s✳✑ ✷✼✻ ❊❛❝❤ t✐♠❡
❤❡ ♣r❡❢❡rr❡❞ t❤❡ ✉♥❛♠❜✐❣✉♦✉s t❡r♠ ✏❈♦♥st✐t✉t✐♦♥s✑ ✐♥ t❤❛t ♣r❡❢❛❝❡✳
❋✉rt❤❡r t❤❡ st❛t❡♠❡♥t ✏✐♥ t❤❡ t✇♦ ♠♦♥t❤❧② ❝♦♥❢❡r❡♥❝❡s✑ ♠❡❛♥t ❛ ♣♦✇❡r❢✉❧ r❡♠✐♥❞❡r
❛♥❞ ♣❡r❤❛♣s ♥♦t ❛ r❡❞✉♥❞❛♥t r❡❢r❡s❤❡r ♦❢ ❛ ❝♦♥❝❧✉s✐♦♥ ♦❢ t❤❡ ❙❡❝♦♥❞ ❛♥❞ ❋✐rst ●❡♥❡r❛❧
❈❤❛♣t❡r ♦♥ ✐♥t❡r✐♦r✐s✐♥❣ t❤❡ ❈♦♥st✐t✉t✐♦♥s✳✷✼✼
■t ✇❛s ❝♦♥s❡q✉❡♥t❧② ♥♦ s✉r♣r✐s❡ t❤❛t ▲❡♠♦②♥❡ ♠✉st ❤❛✈❡ ❡①♣❡r✐❡♥❝❡❞ t❤❡ ✇♦r❞ ✏r✉❧❡✭s✮✑
❛s ❧❡ss ♦r ❡✈❡♥ ♥♦t s✉✐t❛❜❧❡ ❢♦r t❤❡ ❞❡✜♥✐t❡ ✈❡rs✐♦♥ ♦❢ ❤✐s s❝r✐♣t t♦ t❤❡ ❝♦♥❢r❡r❡s✱ ✇❤✐❝❤
✇❛s ♣❡❞❛❣♦❣✐❝❛❧ ✐♥ t❤❡ ✜rst ♣❧❛❝❡✱ ❥✉st ❜❡❝❛✉s❡ ♦❢ t❤❡ ❝♦♥♥♦t❛t✐♦♥ ✇✐t❤ ✏❘✉❧❡✭s✮✑ ✐♥ t❤❡
♠❡❛♥✐♥❣ ♦❢ ❈♦♥st✐t✉t✐♦♥s✳ ❍❡r❡ ♦♥❧② t❤❡ ✏❘❡❣✉❧❛t✐♦♥s ❢♦r t❤❡ ❍♦✉s❡s✑ ✐s ✉♥♠✐st❛❦❛❜❧❡
❛♥❞ ♠♦st s✉✐t❛❜❧❡✳
❚❤❡ ❜❡♥❡✜t ❛♥❞ ❛♣♣r♦♣r✐❛t❡♥❡ss ♦❢ t❤❡ ❝❤❛♥❣❡ ❛r❡ ❝♦♥✜r♠❡❞ ❜② t❤❡ ❝♦rr❡s♣♦♥❞❡♥❝❡
♦r s✐♠✐❧❛r✐t② ♦❢ q✉✐t❡ s♦♠❡ ❢r❛❣♠❡♥ts ♦❢ t❤❡ ❝♦♠♠❡♥t ✐♥ t❤❡ ✇r✐t✐♥❣ ❢♦r t❤❡ ❝♦♥❢r❡r❡s
✇✐t❤ ❞✐r❡❝t✐✈❡s ✐♥ t❤❡ ❘✉❧❡ ♦r ❘❡❣✉❧❛t✐♦♥s ❢♦r t❤❡ ❍♦✉s❡s✳ ❲❡ ✇❡r❡ ❛❜❧❡ t♦ ❞❡♠♦♥str❛t❡
t❤❡s❡ ❝♦rr❡s♣♦♥❞❡♥❝❡s ♦❢t❡♥ ❡♥♦✉❣❤ ✐♥ t❤✐s ❝❤❛♣t❡r✳ ■t ❞♦❡s ♥♦t ❡①❝❧✉❞❡ ❤♦✇❡✈❡r t❤❛t
t❤❡ s✐♠✐❧❛r✐t② ✇✐t❤ ✐❞❡❛s ♦❢ t❤❡ ❈♦♥st✐t✉t✐♦♥s ❝❛♥ ❜❡ s❤♦✇♥✳ ❆♥ ❡①❛♠♣❧❡ ✐s t❤❡ ❢r❛❣♠❡♥t
✇❤❡r❡ ✏✉♥✐t② ♦❢ ❤❡❛rt ❛♥❞ s♦✉❧✑ ✇❛s ❞✐s❝✉ss❡❞✳✷✼✽ ❚❤✐s ♣♦ss✐❜✐❧✐t② ♦❢ ❛ r❡❢❡r❡♥❝❡ ✇❛s r❛t❤❡r
❡①❝❡♣t✐♦♥❛❧✳ ▼♦r❡♦✈❡r ✐t s❤♦✉❧❞ ❜❡ ✉♥❞❡r❧✐♥❡❞ t❤❛t ▲❛③③❡r♦ ♦❢t❡♥ ❤❛❞ ♣❛rts ❢r♦♠ t❤❛t
❘✉❧❡ ❘❡❣✉❧❛t✐♦♥sr❡❛❞ ♦✉t ❛♥❞ ❡①♣❧❛✐♥❡❞ ❛❝❝♦r❞✐♥❣ t♦ t❤❡ q✉♦t❡s ✐♥ t❤❡ ✜rst ❝❤❛♣t❡r✳✷✼✾
❋r ▲❡♠♦②♥❡✬s ♣♦✐♥t ❤❡r❡ ✐s t❤❡ t❤♦r♦✉❣❤ ❦♥♦✇❧❡❞❣❡ ❛♥❞ t❤❡ str✐❝t ❛♣♣❧✐❝❛t✐♦♥ ♦❢ t❤❡
❛rt✐❝❧❡s ♦❢ t❤❛t ❘✉❧❡✳ ■ ❛ttr✐❜✉t❡ ✐t t♦ ▲❡♠♦②♥❡ ❜❡❝❛✉s❡ ✐t ✐s st❛t❡❞ ✐♥ ❛♥ ❛❞❞✐t✐♦♥ ♦❢ ❤✐s
❤❛♥❞ ✇✐t❤♦✉t ❛♥② ❡q✉✐✈❛❧❡♥t ✐♥ t❤❡ ♠❛♥✉s❝r✐♣ts ❛♥❞
❇✉③③❡tt✐✬s ❛♥s✇❡r ♠❡❛♥s t❤❛t s✉♣❡r✐♦rs✱ t❡❛❝❤❡rs ❛♥❞ ❛ss✐st❛♥ts ♥❡❡❞ ♦✇♥❡rs❤✐♣ ♦❢ t❤❡
❘❡❣✉❧❛t✐♦♥s ❢♦r t❤❡ ❍♦✉s❡s✱ ❝❡rt❛✐♥❧② t❤❡ ✏❘✉❧❡✑ ❢♦r ❱❛❧❞♦❝❝♦✬s ❍♦✉s❡ t♦♦✳ ❚❤❡② ❤❛✈❡ t♦
❜❡ ❢❛♠✐❧✐❛r ✇✐t❤ ✐t ❛♥❞ ❜r✐♥❣ ✐t ✐♥t♦ ♣r❛❝t✐❝❡ ✇✐t❤ ❤❡❛rt ❛♥❞ s♦✉❧✳ ❚❤❛t ❝❛♥ ❜❡ ❝❛❧❧❡❞
t❤❡ ✏❜❡st ✇❛②✑✱ t❤❡ ♠♦st ✐♠♣♦rt❛♥t ♠❡❛♥s✱ ❜❡❝❛✉s❡ ✐t ❝♦♥t❛✐♥s s♦ ♠❛♥② ❛s♣❡❝ts ✇❤✐❝❤
❤❛✈❡ ❜❡❡♥ ❞✐s❝✉ss❡❞✳ ■❢ t❤❡ s✉♣❡r✐♦rs✱ t❡❛❝❤❡rs ❛♥❞ ❛ss✐st❛♥ts ♠❛♥❛❣❡ t♦ ✐♥t❡r✐♦r✐③❡ t❤❛t
✷✼✻❖❊ ❳❳❳■■■ ❬✹✲✺❪✳ ❈❢✳ ▼❇ ❳■❱✱ ♣✳ ✺✷✶❀ ❊▼❇ ❳■❱✱ ♣✳ ✹✵✾✳
✷✼✼❙❡❡ ✐♥ t❤✐s ❝❤❛♣t❡r ❢♦♦t♥♦t❡ ✶✾✾✳ ■♥ ✶✽✻✽ t❤✐♥❣s ✇❡r❡ ❡✈❡♥ ❧❡ss ❝♦♠♣❧✐❝❛t❡❞✳ ❚❤❡ ❘✉❧❡ ♦r ❈♦♥st✐t✉t✐♦♥
♦❢ t❤❡ r❡❧✐❣✐♦✉s ❈♦♥❣r❡❣❛t✐♦♥ ❞✐❞ ♥♦t t❤❡♥ ②❡t ❤❛✈❡ t❤❡ s✐❣♥✐✜❝❛♥❝❡ t❤❡② ❤❛❞ ❛❢t❡r ✶✽✼✸ ❛♥❞ ❛r♦✉♥❞
✶✽✽✹✳ ■♥ ✶✽✻✽ ❉♦♥ ❇♦s❝♦ ❝♦✉❧❞ st✐❧❧ ❤❛✈❡ t❤❡ ❢r✐❡♥❞ s❛② ✐♥ t❤❡ ❣r❛♣❡s st♦r② ✇✐t❤ r❡s♣❡❝t t♦ t❤❡ ❤♦✉s❡
r✉❧❡s✿ ✏❚❤❡② ❬t❤❡ ❜♦②s❪ ❤❛✈❡ ❤♦✉s❡ r✉❧❡s✳✑ ✭❈❢✳ ▼❇ ■❳✱ ♣✳ ✶✻✵❀ ❊▼❇ ■❳✱ ♣✳ ✼✾✳✮ ■t ✐s ❡✈❡♥ ♣♦ss✐❜❧❡
t❤❛t t❤✐s ✉tt❡r❛♥❝❡ ❤❛❞ ✐♥✢✉❡♥❝❡❞ ❋r ▲❡♠♦②♥❡ ♥❡①t t♦ ♦t❤❡r ❡❧❡♠❡♥ts ❢r♦♠ t❤❡ st♦r②✳ ■♥ ▼❛② ✶✽✼✾ ✐t
✐s ❛❧r❡❛❞② ❝♦♠♣❧❡t❡❧② ❞✐✛❡r❡♥t✳ ❆ ✜❣✉r❡ ✇✐t❤ t❤❡ ❛♣♣❡❛r❛♥❝❡ ♦❢ ❙t✳ ❋r❛♥❝✐s ❞❡ ❙❛❧❡s ♣♦✐♥t❡❞ ♦✉t t♦
❤✐♠✿ ✏❨♦✉ ❤❛✈❡ t❤❡ r✉❧❡✭s✮ ❛♥❞ ♦t❤❡r ❜♦♦❦s✳ Pr❛❝t✐s❡ ✇❤❛t ②♦✉ ♣r❡❛❝❤ ❛♥❞ ❜❡ ✈✐❣✐❧❛♥t✳✑ ✭▼❇ ❳■❱✱
♣✳ ✶✷✺❀ ❊▼❇ ❳■❱✱ ♣✳ ✾✵✮ ■♥ t❤✐s ❝♦♥t❡①t ✏❧❡ r❡❣♦❧❡✑ ✇❡r❡ t❤❡ ❈♦♥st✐t✉t✐♦♥s✱ ♦❢ ❝♦✉rs❡✳
✷✼✽❈❢✳ ✐♥ t❤✐s ❝❤❛♣t❡r ❢♦♦t♥♦t❡s ✶✾✼✱ ✶✾✽✳
✷✼✾■♥ t❤✐s ❝❤❛♣t❡r ❢♦r ❡①❛♠♣❧❡ t❤❡ ❢♦♦t♥♦t❡s ✾✵❀ ✾✹❀ ✶✵✹❀ ✶✾✵❀ ✷✻✽❀ ✷✼✹✳ ■♥ t❤❡ ✜rst ❝❤❛♣t❡r t❤❡ ❢♦❧❧♦✇✐♥❣
❢♦♦t♥♦t❡s ❛♣❛rt ❢r♦♠ ♦t❤❡r ❡❧❡♠❡♥ts✿ ✷✸❀ ✸✹❀ ✸✼❀ ✾✸❀ ✾✺❀ ✶✵✺✳
✶✺✼

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♠❡❛♥s t❤❡② ✇✐❧❧ s❡❡ t❤❛t ❢❛♠✐❧✐❛r✐t②✱ ❧♦✈❡ ❛♥❞ tr✉st ✢♦✉r✐s❤ ❛♥❞ t❤❡② ✇✐❧❧ ♥♦t ♦♥❧② ❜r❡❛❦
❞♦✇♥ t❤❡ ❜❛rr✐❡r ❜✉t ❛❧s♦ ❝❧❡❛r ✐t ❛✇❛② ❝♦♠♣❧❡t❡❧②✳
■t ✐s ❛s ✐❢ ❇✉③③❡tt✐ ❛♥❞ t❤❡r❡❢♦r❡ ▲❡♠♦②♥❡ ❛❧s♦ ♠❡❛♥✿ ❵▲♦♦❦✱ ❡✈❡r②t❤✐♥❣ ✇❤✐❝❤ ❤❛s ❜❡❡♥
✇r✐tt❡♥ ❞♦✇♥ ❤❡r❡ ✐s ♥♦t❤✐♥❣ ♥❡✇✳ ❨♦✉ ❝❛♥ ✜♥❞ ✐t ❛❧❧ ✐♥ t❤❡ ❘❡❣✉❧❛t✐♦♥s ❢♦r t❤❡ ❍♦✉s❡s
❚❤❡ ❝♦♥✈❡rs❛t✐♦♥ ❜❡t✇❡❡♥ ❇✉③③❡tt✐ ❛♥❞ ❉♦♥ ❇♦s❝♦ ✐s ❛ s♦rt ♦❢ ❝♦♠♣❡♥❞✐✉♠✱ ❛ s✉♠♠❛r②✱
❛ ▼❛❣♥❛ ❈❛rt❛ ♦❢ ❤✐s ❡❞✉❝❛t✐♦♥❛❧ r✉❧❡s✳ ■t ♣✉ts ❝❡rt❛✐♥ ❡♠♣❤❛s❡s ✐♥t♦ t❤❡ s♣♦t❧✐❣❤ts✱
✈✐③✳ ✏ ❛♠♦r❡✑✱ ✏❢❛♠✐❧✐❛r✐tà✑ ❛♥❞ ✏ ❝♦♥✜❞❡♥③❛✑ ✭tr✉st✮✱ ❜✉t ❛❧❧ t❤❛t ✐s ✐♥ ❤❛r♠♦♥② ✇✐t❤ ❉♦♥
❇♦s❝♦✬s ✐♥t❡♥t✐♦♥s✳ ❙♦ ✇❡ ❝❛♥ ❝♦♥❝❧✉❞❡ t❤❛t ❡✈❡r②t❤✐♥❣ t❤❛t ❤❛❞ t♦ ❜❡ t♦❧❞✱ ✐s t♦❧❞ ♥♦✇✳
❚❤❡ ✇❡❧❝♦♠✐♥❣✱ ❢❛♠✐❧✐❛r✱ ❢r✐❡♥❞❧②✱ ✇❛r♠✲❤❡❛rt❡❞✱ ❝❤❡❡r❢✉❧ r❡❧❛t✐♦♥s❤✐♣ ✐s ✏t❤❡ ❜❡st
❞✐s❤ ❛t ❛ ❞✐♥♥❡r✑✱ ✐✳❡✳ ✐♥ ❡❞✉❝❛t✐♦♥ ✷✸✲✷✹
❆t ❧❡❛st ✐❢ ✇❡ ❞♦ ♥♦t t❛❦❡ ❉♦♥ ❇♦s❝♦✬s ❛♥❞ ❋r ▲❡♠♦②♥❡✬s ✇❛② ♦❢ ♥❛rr❛t✐♥❣ ✐♥t♦ ❛❝❝♦✉♥t✳
❏✉st ❧✐❦❡ ✐♥ t❤❡ ❡❧❛❜♦r❛t✐♦♥ ♦❢ st♦r✐❡s ✇❤✐❝❤ ❤❡ t♦❧❞ ❞✉r✐♥❣ ❣♦♦❞ ♥✐❣❤ts✱ ❉♦♥ ❇♦s❝♦ ✐s
❛❧❧♦✇❡❞ ❤❡r❡ t♦ ❜❡ ❛♥ ✉♥st♦♣♣❛❜❧❡ q✉❡st✐♦♥❡r✳ ❊✈❡♥ ❛❢t❡r ❇✉③③❡tt✐✬s ❝♦♠♠❡♥t ❛♥❞ ❝❧❡❛r
❛❞✈✐❝❡ ❤❛❞ ❝♦♠❡ t♦ ❛ ❝❧♦s❡✱ ❤❡ ❝♦✉❧❞ ♥♦t ❜❡ st♦♣♣❡❞✳
❙♦♠❡t✐♠❡s t❤♦✉❣❤ ❤❡ ❞✐❞ ♥♦t ♠❛♥❛❣❡ t♦ ❛s❦ ♦♥❡ ♠♦r❡ q✉❡st✐♦♥ ❛t t❤❡ ❡♥❞ ♦❢ ❛♥
♦t❤❡r✇✐s❡ ✈✐✈✐❞ ❞✐❛❧♦❣✉❡ st♦r②✳ ❈✐r❝✉♠st❛♥❝❡s ❣♦t ✐♥ ❤✐s ✇❛②✳ ■t ♦❝❝✉rr❡❞ ✐♥ ❛ s♦rt ♦❢
❞r❡❛♠ ❞✐❛❧♦❣✉❡ ✇✐t❤ ❙t✳ ❋r❛♥❝✐s ❞❡ ❙❛❧❡s ✐♥ ▼❛② ✶✽✼✾✳ ❍❡ ✏✇❛♥t❡❞ t♦ ❛s❦ ♠♦r❡ q✉❡st✐♦♥s✱
❜✉t ♠✉✤❡❞ t❤✉♥❞❡r t❤r♦✉❣❤ t❤❡ ❛✐r ✇✐t❤ ✢❛s❤❡s ♦❢ ❧✐❣❤t♥✐♥❣✑ ♣✉t ❛♥ ❛❜r✉♣t ❡♥❞ t♦
t❤❡ ❝♦♥✈❡rs❛t✐♦♥✳ ❆❢t❡r ❛ ❤❡❛✈② ♥✐❣❤t ✇✐t❤ ♣❛✐♥ ❛♥❞ ❞②s♣♥♦❡❛ ❬❞✐✣❝✉❧t ❜r❡❛t❤✐♥❣❪ ✐♥
❏❛♥✉❛r② ✶✽✽✸ ❤❡ s❛✐❞✿ ✏■ ✇❛♥t❡❞ t♦ ❝♦♥t✐♥✉❡ ♦✉r ❝♦♥✈❡rs❛t✐♦♥✱ ❜✉t✱ ✐♥ ❡①q✉✐s✐t❡ t♦♥❡s ♠♦r❡
r❡s♦♥❛♥t t❤❛♥ ❝❛♥ ❡✈❡r ❜❡ ✐♠❛❣✐♥❡❞✱ ❤❡ ❋❛t❤❡r Pr♦✈❡r❛❜❡❣❛♥ t♦ ❝❤❛♥t s♦❧❡♠♥❧②✳✑ ✷✽✵
❚❤❡ s♦♥❣✬s ✬❛♠❡♥✬ ❛❧s♦ ♠❡❛♥t ✬❛♠❡♥✬ ❢♦r t❤❡ ❞r❡❛♠ ❛♥❞ ♥♦ ❢✉rt❤❡r q✉❡st✐♦♥s ✇❡r❡ ❛s❦❡❞✳
❆❧s♦ ✐♥ ❆♣r✐❧ ✶✽✻✽ ❤❡ ❤❛❞ ♥♦t ❣♦t ✇❤❛t ❤❡ ❤❛❞ ✇❛♥t❡❞✳ ❍❡ ✇❛s q✉✐t❡ ♣✐q✉❡❞ t❤❡♥ ❛♥❞
❝♦♥❝❧✉❞❡❞✿ ✏❉♦❡s t❤✐s ♠❡❛♥ t❤❛t ■ ❝❛♥♥♦t t❡❧❧ ♠② ❞❡❛r ❜♦②s ❛♥②t❤✐♥❣❄✑ ❆♥❞ t❤❡♥ ❤❡
❤❛❞ ❛♥♦t❤❡r ❣♦✿ ✏❚❡❧❧ ♠❡ ❛t ❧❡❛st ✇❤❛t ■ ❝❛♥ t❡❧❧ t❤❡♠ ❛♥❞ ✇❤✐❝❤ ♣✐❡❝❡ ♦❢ ❛❞✈✐❝❡ ■ ❛♠
❛❧❧♦✇❡❞ t♦ ❣✐✈❡ t❤❡♠✳✑ ❚❤❡ ❡①tr❛ q✉❡st✐♦♥ s❡❡♠s ❛ st②❧✐st✐❝ ❞❡✈✐❝❡ t♦ r❛✐s❡ t❤❡ t❡♥s✐♦♥✳
❚❤❡ ❝♦♥✈❡rs❛t✐♦♥ ♣❛rt♥❡r ❛❧❧♦✇❡❞ ❤❛❧❢ ♦❢ ❛ ❝♦♥❝❡ss✐♦♥ ❢♦r ♦♥❝❡ t❤❡♥✿ ✏❨♦✉ ♠❛② t❡❧❧ t❤❡♠
✇❤❛t❡✈❡r ②♦✉ ✇✐❧❧ r❡♠❡♠❜❡r✳✑ ✷✽✶ ❆s t❤❡ ❢r✐❡♥❞ r❡♠♦✈❡❞ t❤❡ ✈❡✐❧ ♦♥❝❡ ♠♦r❡✱ ❉♦♥ ❇♦s❝♦
♠❛♥❛❣❡❞ t♦ ❝❛♣ t❤❡ st♦r② ❜② ❛ ❝♦♠❢♦rt✐♥❣ ✜♥✐s❤✳ ❖✈❡r t❤❡ ②❡❛rs t❤✐s s♦rt ♦❢ ✐♥s✐st❡♥❝❡
❝♦✉❧❞ ♦❢ ❝♦✉rs❡ ❡❛s✐❧② t✉r♥ ✐♥t♦ ❛ st❡r❡♦t②♣❡ st②❧✐st✐❝ ❞❡✈✐❝❡✳
❖❜✈✐♦✉s❧② ❛ s✐♠✐❧❛r ✉❧t✐♠❛t❡ q✉❡st✐♦♥ ❝♦✉❧❞ ♥♦t ❢❛✐❧ ✐♥ t❤❡ ✇r✐t✐♥❣ ♦❢ ✶✽✽✹✳ ❚❤✐s
t✐♠❡ ❉♦♥ ❇♦s❝♦ r❡❝❡✐✈❡s ❛♥ ❛♥s✇❡r ✇❤✐❝❤ ❤❛s r❛❝❦❡❞ t❤❡ ❜r❛✐♥s ♦❢ t❤❡ tr❛♥s❧❛t♦rs✳ ■♥
■t❛❧✐❛♥ ✐t ✐s ❛ ✇❡❧❧✲❦♥♦✇♥ ♣❤r❛s❡✱ ✇❤✐❝❤ ❤❛s ❣♦t ✐♥ ❉✉t❝❤ t❤❡ ❢♦❧❧♦✇✐♥❣ ❛s ❛♥ ❡q✉✐✈❛❧❡♥t
s✐♥❝❡ ♠❛♥② ②❡❛rs✿ ✏❚❤❡ ❜❡st ❞✐s❤ ❛t ❛ ❞✐♥♥❡r ✐s ❛ ❝❤❡❡r❢✉❧ ❢❛❝❡✳✑ ✷✽✷ ❚❤✐s tr❛♥s❧❛t✐♦♥✱
✷✽✵▼❇ ❳■❱✱ ♣✳ ✶✺❀ ❊▼❇ ❳■❱✱ ♣✳ ✾✵ ❛♥❞ ▼❇ ❳❱■✱ ♣♣✳ ✶✻✲✶✼❀ ❊▼❇ ❳❱■✱ ♣♣✳ ✹✲✺✳
✷✽✶▼❇ ■❳✱ ♣✳ ✶✻✵❀ ❊▼❇ ■❳✱ ♣ ✼✾ ✭♣❛rt❧② r❡✲tr❛♥s❧❛t✐♦♥✮✳
✷✽✷❆t ❛♥② r❛t❡ ✐t ✐s ❧✐❦❡ t❤✐s ✐♥ t❤❡ ❉✉t❝❤ tr❛♥s❧❛t✐♦♥ ♦❢ ✈♦❧✉♠❡ ❳❱■■ ♦❢ t❤❡ ▼❡♠♦r✐❡ ❜✐♦❣r❛✜❝❤❡✿ ▼❇◆
❳❱■■✱ ♣✳ ✼✹✳ ❚❤❛t ♣❛rt ♦❢ t❤❡ tr❛♥s❧❛t✐♦♥ ❛♣♣❡❛r❡❞ ✐♥ ✶✾✻✻✳
❚❤❡ ■t❛❧✐❛♥ r❛♥✿ ✏■❧ ♣✐❛tt♦ ♠✐❣❧✐♦r❡ ✐♥ ✉♥ ♣r❛♥③♦ è q✉❡❧❧♦ ❞❡❧❧❛ ❜✉♦♥❛ ❝❡r❛ ✳✑ ✭▼❇ ❳❱■■✱ ♣✳ ✶✶✷
❛♥❞ ❊ ■❱✱ ♣✳ ✷✻✻✳✮ ❚❤❡ tr❛♥s❧❛t✐♦♥ ✐♥ ❊▼❇ ❳❱■■✱ ♣✳ ✾✶✿ ✏❚❤❡ ♠♦st ❛♣♣❡t✐③✐♥❣ ❝♦✉rs❡ ✐♥ ❛♥②
♠❡❛❧ ✐s ❛ ❣♦♦❞ ❝❤❡❡r✳✑ ■♥ t❤❡ ❈♦♥st✐t✉t✐♦♥s ✭✶✾✾✼✮✿ ✏❆t ❛ ❞✐♥♥❡r t❤❡ ❜❡st ❞✐s❤ ✐s ❛ ❤❡❛rt② ✇❡❧❝♦♠❡✳✑
❈♦♥st✐t✉t✐♦♥s✳✳✳✱ ♣✳ ✷✻✶✳✮
✶✺✽

16.9 Page 159

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❤♦✇❡✈❡r✱ ✐s ♥♦t ❡✈✐❞❡♥t✱ ❢♦r t❤❡ s❛♠❡ ❞✐❝t✐♦♥❛r✐❡s ❤❛❞ ❧❡❞ ♦t❤❡rs ♣r❡✈✐♦✉s❧② ❛❣❛✐♥st t❤❡
❝♦♠♠♦♥ ❡①♣❧❛♥❛t✐♦♥s t♦ t❤❡ ❢♦❧❧♦✇✐♥❣✿ ✏❚❤❡ ❜❡st ❞✐s❤ ✐♥ ❛ ❞✐♥♥❡r ✐s t❤❡ ♦♥❡ ✇✐t❤ t❤❡
♠♦st ♣♦✇❡r❢✉❧ ❢♦♦❞✳✑ ✷✽✸ ❚❤✐s s❤♦✉❧❞ ♥♦t ❜❡ r✐❞✐❝✉❧❡❞✳ ❚❤❡ ❝♦♥✈✐❝t✐♦♥ t❤❛t t❤❡ ♠❛✐♥
❝♦✉rs❡ s❤♦✉❧❞ ❝♦♥t❛✐♥ t❤❡ ♠♦st ♥✉tr✐t✐♦✉s ❢♦♦❞ ❝♦✉❧❞ ❜❡ ❜❡❤✐♥❞ ✐t ❜❡❝❛✉s❡ ❇✉③③❡tt✐✬s
r❡✢❡❝t✐♦♥s ❢♦❝✉s❡❞ ♦♥ t❤❡ ❜❡st ❛♥❞ ♠♦st ♣♦✇❡r❢✉❧ ❡❧❡♠❡♥ts ♦❢ t❤❡ ❡❞✉❝❛t✐♦♥❛❧ s②st❡♠✳
❖♥ t❤❡ ♦t❤❡r ❤❛♥❞ ✐t ✐s ♥♦t ✐♠♣♦ss✐❜❧❡ t❤❛t t❤❡ ♥❡✇ ❛♥❞ st✐❧❧ ✈❛❧✐❞ ❉✉t❝❤ tr❛♥s❧❛t✐♦♥
✉s✐♥❣ t❤❡ ♣❤r❛s✐♥❣ ✏❝❤❡❡r❢✉❧ ❢❛❝❡✑ ✇❛s ✐♥s♣✐r❡❞ ❜② t❤❡ ❋r❡♥❝❤ ♦♥❡✿ ✏ ▲❡ ♠❡✐❧❧❡✉r ♣❧❛t ❞✬✉♥
❞✐♥❡r✱ ❝✬❡st ✉♥ ❜♦♥ ✈✐s❛❣❡✳✑ ✷✽✹ ❲❤✐❝❤❡✈❡r ✇❛②✱ ✐t ❞♦❡s ♥♦t t❡❛❝❤ ✉s ✈❡r② ♠✉❝❤✳ ◗✉❡st✐♦♥s
✐♥❡✈✐t❛❜❧② r✐s❡✿ ✏❍♦✇ ❞♦❡s t❤✐s s❛②✐♥❣ ✜t ✐♥ ❤❡r❡ ❛♥②✇❛②❄✑ ✏❲❤❛t ✐s ✐ts ♠❡❛♥✐♥❣ ✐♥ t❤❡
♣r❛❝t✐❝❛❧ ❝♦♥t❡①t❄✑ ❆s ✐t ✐s✱ t❤❡r❡ s❤♦✉❧❞ ❜❡ ❛ ❧✐♥❦✳
❚❤❡ ❝♦♥t❡①t ❧❡❛✈❡s ♥♦ ❞♦✉❜t ❛s t♦ t❤❡ ❢❛❝t t❤❛t s♦♠❡t❤✐♥❣ ✐s ❡①♣r❡ss❡❞ ✇✐t❤ r❡s♣❡❝t
t♦ s✉♣❡r✐♦rs✱ t❡❛❝❤❡rs ❛♥❞ ❛ss✐st❛♥ts ✐♥ ❱❛❧❞♦❝❝♦✳ ❚❤❡② ❤❛❞ ❜❡❡♥ t❤❡ s✉❜❥❡❝t ❛❧❧ t❤❡
t✐♠❡ ❛♥②✇❛②✳ ■t ❣♦❡s ✇✐t❤♦✉t s❛②✐♥❣ t❤❛t ❇✉③③❡tt✐✬s st❛t❡♠❡♥t ✐s t❤❡ ✐❝✐♥❣ ♦♥ t❤❡ ❝❛❦❡
❛❢t❡r t❤❡ ✇❤♦❧❡ ❝♦♠♠❡♥t✳ ❆ ✜rst ✉s❡❢✉❧ ❦❡② ♦❢ ✐♥t❡r♣r❡t❛t✐♦♥ ✐s ♦✛❡r❡❞✱ ■ t❤✐♥❦✱ ❜② ❋r
❱❛❧❡♥t✐♥✐✱ ❋r✳ ❉❡sr❛♠❛✉t✱ ❋r ❱✐❣❛♥ò ❛♥❞ t❤❡ ❊♥❣❧✐s❤ tr❛♥s❧❛t✐♦♥✳
❚❤❡ ♣❤r❛s❡ ❝♦♥❝❡r♥s t❤❡ ❙❛❧❡s✐❛♥s ❛t ❱❛❧❞❝❝♦
■♥ ✶✾✺✸ ❱❛❧❡♥t✐♥✐ ✇❛r♥❡❞✿ ✏■♥ ♦r❞❡r t♦ ♣r❡✈❡♥t t❤✐s ❧❛st s❡♥t❡♥❝❡ ❢r♦♠ ❜❡✐♥❣ ♠✐s✉♥❞❡r✲
st♦♦❞✱ ✐t ✐s ♥❡❝❡ss❛r② t♦ ❜❡ ❛✇❛r❡ ♦❢ t❤❡ ❢❛❝t t❤❡s❡ ✇♦r❞s ✇❡r❡ ❛❞❞r❡ss❡❞ t♦ t❤❡ ❡❞✉❝❛t♦rs✳✑
■t ✐s ♦❜✈✐♦✉s✳ ❨❡t ❤❡ ❞✐❞ ♥♦t t❤✐♥❦ ✐t r❡❞✉♥❞❛♥t t♦ ❞r❛✇ ❛tt❡♥t✐♦♥ t♦ ✐t ✐♥ ■t❛❧②✳ ❚❤❡
❡①♣❧❛♥❛t✐♦♥ ❤❡ ❣❛✈❡ ❞♦❡s ❤♦❧❞ ❣♦♦❞ ❛❧t❤♦✉❣❤ ✐t s♦✉♥❞s s♦♠❡✇❤❛t ❡①❛❣❣❡r❛t❡❞ ❛♥❞ ✐s ❛t
t✐♠❡s ❛❜str❛❝t✱ ♥♦t t♦ s❛② ✇♦♦❧❧②✿ ✏■t ✐s ❛❧❧ ❛❜♦✉t✳ ✳ ✳ r❡♠✐♥❞✐♥❣ t❤❡ ❙❛❧❡s✐❛♥s t❤❛t t❤❡
❛✛❡❝t✐✈❡ ❬❧♦✈✐♥❣❪ ♥♦r♠s ♦❢ t❤❡ ♣r❡✈❡♥t✐✈❡ s②st❡♠ ❛r❡ ❢✉❧❧② ❢♦✉♥❞❡❞ ♦♥ ❈❤❛r✐t② ❛♥❞ ❤❛✈❡
t♦ ❜❡ ♣✉t ✐♥t♦ ♣r❛❝t✐❝❡ ✇✐t❤ t❤❡ ❜♦②s✳ ❚❤❡ ✐❝✐♥❣ ♦♥ t❤❡ ❝❛❦❡ ✐s t❤❡ ❡✈❡r❧❛st✐♥❣ s♠✐❧❡ ❛♥❞
t❤❡ ✐♠♣❡rt✉r❜❛❜❧❡ ♣❡❛❝❡✳ ❚❤❡ ❡❞✉❝❛t♦r ❤❛s t♦ s❤♦✇ ✐t ❝♦♥t✐♥✉♦✉s❧② ✐♥ ♦r❞❡r t♦ ❣✐✈❡ t❤❡
♣✉♣✐❧ ❛ ♥✐❝❡r ❛♥❞ ♠♦r❡ ❛❣r❡❡❛❜❧❡ ❧✐❢❡ ❛♥❞ s♦❧✈❡ ♥✐♥❡ t❡♥t❤s ♦❢ t❤❡ tr♦✉❜❧❡s ✐♥ t❤❛t ✇❛②✳✑ ✷✽✺
❚❤❡ ❢♦❧❧♦✇✐♥❣ s❡♥t❡♥❝❡ ✐s ✈❡r② ✐♠♣♦rt❛♥t✿ ✏❚❤❡ ✐❝✐♥❣ ♦♥ t❤❡ ❝❛❦❡ ✐s t❤❡ ❡✈❡r❧❛st✐♥❣ s♠✐❧❡
❛♥❞ t❤❡ ✐♠♣❡rt✉r❜❛❜❧❡ ♣❡❛❝❡✳✑ ❨❡t ❤❡ ❞✐❞ ♥♦t ♠❛❦❡ ❛ ♥❡❛t❧② ❞❡✜♥❡❞ ❝♦♥♥❡❝t✐♦♥ ✇✐t❤ t❤❡
❝♦♥❝❡♣t ♦❢ ❢❛♠✐❧✐❛r✐t② ❛♥❞ ❤❡ ❞✐❞ ♥♦t ♣❛r❛♣❤r❛s❡ t❤❡ ✇♦r❞ ❡①♣❧✐❝✐t❧② ❡✐t❤❡r✳ ❍✐s str♦♥❣
❡♠♣❤❛s✐s ♦♥ ❈❤❛r✐t② ♦r ✏❈❤r✐st✐❛♥ ❧♦✈❡✑ ❬❝❛r✐tà❪ ✐♥ ❤✐s ❡①♣❧❛♥❛t✐♦♥ ♠✉st ❜❡ ❛ttr✐❜✉t❡❞ t♦
t❤❡ ✈❡rs✐♦♥ ✇❤✐❝❤ ✇❛s ❛t ❋r ❱❛❧❡♥t✐♥✐✬s ❞✐s♣♦s❛❧✳ ■♥ ✐t ✏ ❛♠♦r❡✑ ❤❛❞ ❜❡❡♥ s✉❜st✐t✉t❡❞ ❜②
❝❛r✐tà✑✳ ■t ❝❧❡❛r❧② ❞♦❡s ♥♦t ❝♦rr❡s♣♦♥❞ ✇✐t❤ t❤❡ ❛❝t✉❛❧ t❡①t ✭✮✳ ❍❡ ❥✉st❧② st❛t❡s ✐♥ ❤✐s
❝♦♠♠❡♥t t❤❛t ❝♦♥t✐♥✉♦✉s ❦✐♥❞♥❡ss ❛♥❞ ✐♠♣❡rt✉r❜❛❜❧❡ ♣❡❛❝❡ ♦❢ ♠✐♥❞ s❤♦✉❧❞ ❝❤❛r❛❝t❡r✐③❡
t❤❡ ❡❞✉❝❛t♦r✬s ❞❡❛❧✐♥❣ ✇✐t❤ t❤❡ ❜♦②s✳ ❚❤❛t ✐s t❤❡ ✐❝✐♥❣ ♦♥ t❤❡ ❝❛❦❡ t♦ ♠❛✐♥t❛✐♥ t❤❡
❝✉❧✐♥❛r② ♠❡t❛♣❤♦r✳
❆ ②❡❛r ❧❛t❡r✱ ✐♥ ✶✾✺✹✱ ❋r✳ ❉❡s♠❛r❛✉t q✉♦t❡❞ ❛ ✈❡rs❡ ♦❢ t❤❡ ❋r❡♥❝❤ ❛✉t❤♦r ❈♦r♥❡✐❧❧❡ t♦
♠❛❦❡ t❤❡ ■t❛❧✐❛♥ ♣❤r❛s❡ ❝♦♠♣r❡❤❡♥s✐❜❧❡ ❢♦r t❤❡ ❋r❡♥❝❤ s♣❡❛❦✐♥❣ r❡❛❞❡rs✳ ✏❚❤❡ ♣❤r❛s❡✱✑
✷✽✸❉♦♥ ❇♦s❝♦❦r✐♥❣ ❉♦♥ ❇♦s❝♦ ❈✐r❝❧❡ ❧❡❞ ❜② ❋❛t❤❡r ▼✳ ❇❛❡rt❉❡ ❞r♦♠❡♥ ✈❛♥ ❉♦♥ ❇♦s❝♦✱ ❖✉❞✲❍❡✈❡r❧❡❡✱
✶✾✺✾✳ ❚❤❡ ❞❡❣r❡❡ ♦❢ ❞✐✣❝✉❧t② t❤❡② ❡①♣❡r✐❡♥❝❡❞ ❞❡❛❧✐♥❣ ✇✐t❤ t❤❡ ♣❤r❛s❡ ✏❜✉♦♥❛ ❝❡r❛ ✑ ♠❛② ❜❡ ❞❡r✐✈❡❞
❢r♦♠ ❛♥♦t❤❡r t❡①t✳ ■♥ ✈♦❧✉♠❡ ■❱ ♦❢ t❤❡ ■t❛❧✐❛♥ ▼❡♠♦r✐❡ ❇✐♦❣r❛✜❝❤❡ ✇❡ r❡❛❞✿ ✏❢❛❝❡✈❛ ❧♦r♦ ❜✉♦♥❛ ❝❡r❛ ✑✳
❚❤❡ ❉✉t❝❤ tr❛♥s❧❛t♦r ❤❛❞ ❛ ✇✐❧❞ ❣✉❡ss ❛♥❞ ✐♥❞❡❡❞ ♣r❡❢❡rr❡❞ ❛ ✏❞❡✈✐❛♥t✑ ❛♥❞ s❤♦rt❡♥❡❞ s❡♥t❡♥❝❡✳ ✭▼❇
■❱✱ ♣✳ ✸✼✺❀ ▼❇◆ ■❱✱ ♣✳ ✷✹✵❀ ❊▼❇ ■❱✱ ♣✳ ✷✻✵✿ ✏❇r♦s✐♦ ✇❛s s❡❡♠✐♥❣❧② r❡❝❡♣t✐✈❡ t♦ t❤❡ ✐❞❡❛✳✑✮
✷✽✹❈❢✳ ❉❊❙❘❆▼❆❯❚✱ ❋r✳✱ ❙❛✐♥t ❏❡❛♥ ❇♦s❝♦✱ ♣✳ ✶✻✺✳ ❚❤✐s ✐s st✐❧❧ t❤❡ ♦✣❝✐❛❧ tr❛♥s❧❛t✐♦♥✳ ❈❢✳ ❈♦♥st✐t✉✲
t✐♦♥s ❡t ❘è❣❧❡♠❡♥ts✱ ✶✾✽✹✱ ♣✳ ✷✹✾✳
✷✽✺❱❆▲❊◆❚■◆■✱ ❊✳✱ ▲❛ ♣❡❞❛❣♦❣✐❛ ♠❛r✐❛♥❛✳✳✳✱ ♣✳ ✶✺✶✳
✶✺✾

16.10 Page 160

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❤❡ ✇r♦t❡✱ ♠✉st ❜❡ ♣❡r❝❡✐✈❡❞ ✐♥ t❤❡ ♣❡rs♣❡❝t✐✈❡ ♦❢ ✏❈♦r♥❡✐❧❧❡✬s ✈❡rs❡ ✇❤✐❝❤ ❤❛s ❜❡❝♦♠❡ ❛
♣r♦✈❡r❜✿ ❵▲❛ ❢❛ç♦♥ ❞❡ ❞♦♥♥❡r ✈❛✉t ♠✐❡✉① q✉❡ ❝❡ q✉✬♦♥ ❞♦♥♥❡❚❤❡ ✇❛② ✇❡ ❣✐✈❡ ✐s ♠♦r❡
✈❛❧✉❛❜❧❡ t❤❛♥ ✇❤❛t ✇❡ ❣✐✈❡✳✑ ❆s ❛ s✐♠♣❧❡ ❡①♣❧❛♥❛t✐♦♥ ❤❡ st❛t❡❞✿ ✏❉♦♥ ❇♦s❝♦ ❛♣♣❡❛❧s t♦
t❤❡ t❛❝t❢✉❧♥❡ss ♦❢ t❤❡ ❡❞✉❝❛t♦r✳✑ ✷✽✻ ❚❤❡ s❡♥s✐t✐✈❡✱ ♣♦❧✐t❡ ✇❛② ♦❢ ❜❡❤❛✈✐♥❣ s❡❡♠s t♦ ❜❡ ❛
♣r❡s❡♥t ♦❢ t❤❡ ❡❞✉❝❛t♦rs ❢♦r t❤❡ ❜♦②s✱ ✐✳❡✳ t❤❡✐r ❣✉❡sts✱ ✐♥✈✐t❡❞ t♦ t❤❡ ♠❡❛❧ ♦❢ ❡❞✉❝❛t✐♦♥✳
■t ✐s ♣❛rt✐❝✉❧❛r❧② s✐❣♥✐✜❝❛♥t t♦ ♥♦t✐❝❡ t❤❛t ❋r✳ ❉❡sr❛♠❛✉t✱ ❧✐❦❡ ❱❛❧❡♥t✐♥✐✱ ✐♥t❡r♣r❡t❡❞ t❤❡
♦r✐❣✐♥❛❧ ♣r♦✈❡r❜ ❛s ❛ ❝❛❧❧ ✉♣ ❢♦r t❤❡ ❡❞✉❝❛t♦rs✳ ■t ❝❛♥ ❝❡rt❛✐♥❧② ❜❡ q✉❡st✐♦♥❡❞ ✇❤❡t❤❡r
▲❡♠♦②♥❡ ✇❛s ❛❝t✉❛❧❧② t❤✐♥❦✐♥❣ ♦❢ ✏t❛❝t❢✉❧♥❡ss✑✳ P❡rs♦♥❛❧❧② ✏ ❜♦♥ ✈✐s❛❣❡✑ r❡♠✐♥❞s ♠❡ ♦❢
❛♥ ♦♣❡♥✱ ❦✐♥❞ ❢❛❝❡✱ ❜❡❛♠✐♥❣ ❡②❡s ❛♥❞ s♠✐❧❡ ♦♥ t❤❡ ❢❛❝❡✳ ❚❤❛t ♠❡❛♥s ✇✐t❤ t❤❡ ✇♦r❞s ❛♥❞
✐♥ t❤❡ s♣✐r✐t ♦❢ t❤❡ t❡①t ✿ t❤✐♥❦✐♥❣ ♦❢ ✏❢❛♠✐❧✐❛r✐t②✑✱ t❤❡ ❝♦♥✜❞❡♥t✐❛❧✱ ❥♦✈✐❛❧✱ ❛✛❛❜❧❡ ❛♥❞
s♣♦♥t❛♥❡♦✉s ❞❡❛❧✐♥❣ ♦❢ s✉♣❡r✐♦rs✱ t❡❛❝❤❡rs ❛♥❞ ❛ss✐st❛♥ts ✇✐t❤ t❤❡ ②♦✉♥❣st❡rs✳ ❚❤❛t ✐s
t❤❡ ♠♦st ✐♠♣♦rt❛♥t ❛s♣❡❝t ❥✉st ❧✐❦❡ ❛ ✇❡❧❝♦♠✐♥❣✱ ❦✐♥❞ ❛♥❞ ❛✛❛❜❧❡ ❛tt✐t✉❞❡ ♦❢ ❤♦sts ❛♥❞
s❡r✈✐♥❣ ❤♦✉s❡❤♦❧❞ ♠❡♠❜❡rs ❛r❡ ❡①tr❡♠❡❧② ✐♠♣♦rt❛♥t ❢♦r t❤❡ ❣✉❡sts✱ ✐t ✐s ❵t❤❡ ❜❡st ❞✐s❤✬✳
❇♦t❤ t❤✐s ✇❡❧❝♦♠✐♥❣ ❦✐♥❞♥❡ss ❛♥❞ ✏s♣♦✐❧✐♥❣ t❤❡ ❣✉❡sts✑ ❛r❡ t❤❡ tr✉❡ t♦❦❡♥s ♦❢ ❢r✐❡♥❞s❤✐♣✳
■♥ t❤✐s s❡♥s❡ ■ ❛❧s♦ ✉♥❞❡rst❛♥❞ ❋r ❱✐❣❛♥ò✬s ✇❛② ♦❢ ❜r✐♥❣✐♥❣ ✐t ✉♣ t♦ ❞❛t❡✳ ❚♦ ❡①♣❧❛✐♥
t❤❡ ✶✾✽✹ str❡♥♥❛ ❤❡ ❧✐st❡❞ s♦♠❡ ♦❢ ❉♦♥ ❇♦s❝♦✬s str✐❦✐♥❣ t❤♦✉❣❤ts✳ ◗✉♦t✐♥❣ t❤❡ ■t❛❧✐❛♥
♣❤r❛s❡ ❤❡ ♣✉t t❤✐♥❣s ✐♥t♦ ❛ ♠♦❞❡r♥ ♣❡rs♣❡❝t✐✈❡ ❛♥❞ s✉❣❣❡st❡❞ ❜❡t✇❡❡♥ t✇♦ ❜r❛❝❦❡ts✿ ✏❛
❝♦r❞✐❛❧ ❢❛❝❡✳ ✳ ✳ ✑ ✷✽✼ ■t ❝♦rr❡s♣♦♥❞s ✇✐t❤ t❤❡ ❡①♣❧❛♥❛t✐♦♥ ♦❢ t❤❡ ♣❤r❛s❡ ✐♥ t❤❡ ✏❩✐♥❣❛r❡❧❧✐✑
❞✐❝t✐♦♥❛r②✳ ❚❤❡r❡ ✇❡ r❡❛❞✿ ✏ ❢❛r❡ ❜✉♦♥❛ ❝❡r❛✿ ❛❝❝♦❣❧✐❡r❡✱ r✐❝❡✈❡r❡ ❝♦r❞✐❛❧♠❡♥t❡✳✑ ✏ ❋❛r❡
❜✉♦♥❛ ❝❡r❛✑ ♠❡❛♥s ✇❡❧❝♦♠❡ ❝♦r❞✐❛❧❧②✱ r❡❝❡✐✈❡ ❦✐♥❞❧②✳✷✽✽ ❖❢ ❝♦✉rs❡ ✐t ✐s ♥♦t r❡✈❡❛❧❡❞
✐♥ t❤✐s ❝♦♥❝✐s❡ ✉♣❞❛t❡ ✇❤❡t❤❡r ❋r ❱✐❣❛♥ò ♠❡❛♥t t❤❡ ❧♦r❞ ❛♥❞ ❧❛❞② ♦❢ t❤❡ ❤♦✉s❡ ❛♥❞
t❤❡✐r ♣❡rs♦♥♥❡❧ ♦r ❛❧❧ t❤❡ ♣❡♦♣❧❡ ❛t t❤❡ t❛❜❧❡✳ ❆s ❤❡ ❤❛❞ ♣✉t t❤❡ ✐♥t❡r♣r❡t❛t✐♦♥ ✉♥❞❡r
t❤❡ s✉❜❤❡❛❞✐♥❣✿ ❑✐♥❞♥❡ss ✐♥ t❤❡ ❙❝❤♦♦❧ ♦❢ ❉♦♥ ❇♦s❝♦✑ ❛♥❞ ❛s ❤❡ s♣♦❦❡ ❢♦r t❤❡ ❙✐st❡rs
❛♥❞ ♠❡♠❜❡rs ♦❢ t❤❡ ❙❛❧❡s✐❛♥ ❋❛♠✐❧②✱ ✇❡ ❝❛♥ ❛ss✉♠❡ ❤❡ ♠❡❛♥t t♦ ❛♣♣❧② t❤❡ ♣r♦✈❡r❜ t♦
❛❧❧ ♣❡♦♣❧❡ ❝♦♥❝❡r♥❡❞ ✇✐t❤ t❤❡ ✇❡❧❢❛r❡ ♦❢ ②♦✉♥❣ ♣❡♦♣❧❡✳ Pr❡❝✐s❡❧② ❜❡❝❛✉s❡ ❤❡ ✇❛s ❛❧s♦
❝♦♥✈✐♥❝❡❞ t❤❛t ✐♥ t❤❡ s❝r✐♣t ♦❢ ✶✽✽✹ ❛❧❧ ❙❛❧❡s✐❛♥s ✇❡r❡ ✐♥t❡♥❞❡❞✳ ❆❧❧ ✕ ❜♦t❤ ♥♦✇ ❛♥❞
t❤❡♥ ✕ ♠✉st ❜❡ ❛✇❛r❡ ♦❢ t❤❡ ❤❡❛rt ♦❢ t❤❡ ♠❛tt❡r ✐♥ ❞❡❛❧✐♥❣ ✇✐t❤ t❤❡ ❜♦②s✱ ✐✳❡✳ ❛✛❛❜✐❧✐t②✱
❦✐♥❞♥❡ss✱ ✇❛r♠✲❤❡❛rt❡❞♥❡ss✱ tr✉st✱ ❥♦✈✐❛❧✐t②✱ ✐♥ s❤♦rt ❤❡❛❧t❤② ❢❛♠✐❧✐❛r✐t②✳ ❆❧❧ s❤♦✉❧❞ ❛❝t
❛❝❝♦r❞✐♥❣ t♦ t❤✐s✳
✏❚❤❡ ❜❡st ❞✐s❤✑ ✐s ✏❛ ❤❡❛rt② ✇❡❧❝♦♠❡✑✱ ✐✳❡✳ ❛ ❢r✐❡♥❞❧② r❡❧❛t✐♦♥s❤✐♣ ❢♦r t❤❡ ✇❤♦❧❡
❡❞✉❝❛t✐♦♥ t✐♠❡
❚❤❡ ❊♥❣❧✐s❤ tr❛♥s❧❛t✐♦♥ ✐s ✐♥ t❤❡ s❛♠❡ ❧✐♥❡✿ ✏❆t ❛ ❞✐♥♥❡r t❤❡ ❜❡st ❞✐s❤ ✐s ❛ ❤❡❛rt②
✇❡❧❝♦♠❡✳✑ ✷✽✾ ❆ ❤❡❛rt② ✇❡❧❝♦♠❡ ♦r r❡❝❡♣t✐♦♥ ❝❛♥ ❜❡ ✐♥t❡r♣r❡t❡❞ ❛s r❡str✐❝t✐✈❡ t❤♦✉❣❤✳ ■t
✇♦✉❧❞ t❤❡♥ ❝❤❛r❛❝t❡r✐s❡ t❤❡ ❣♦♦❞✱ ❦✐♥❞✱ ❝♦r❞✐❛❧ ❛♥❞ ❢❛♠✐❧✐❛r r❡❝❡♣t✐♦♥ ❛t t❤❡ st❛rt ♦❢
❛ ♠❡❡t✐♥❣✳ ❚❤❛t ❤♦✇❡✈❡r ✇♦✉❧❞ ♥♦t ❞♦ ❥✉st✐❝❡ t♦ t❤❡ ❛❝t✉❛❧ ♦❜❥❡❝t✐✈❡ ♦❢ t❤❡ ❝♦♠♣❧❡t❡
❝♦♥t❡①t ♦❢ ❢❛♠✐❧✐❛r✐t② ✐♥ t❤❡ s❝r✐♣t✳ ❆ r❡❛❧ ✇❡❧❝♦♠❡ ❞♦❡s ✐♥❞❡❡❞ ❧❛st t❤❡ ✇❤♦❧❡ t✐♠❡ ♦❢
t❤❡ ♠❡❛❧✳ ❖❢ ❝♦✉rs❡✱ ✐t ❣♦❡s ✇✐t❤♦✉t s❛②✐♥❣ t❤❛t ❛❣❛✐♥ ❛❧❧ ❡❞✉❝❛t♦rs ❤❛✈❡ t♦ t❛❦❡ ❝❛r❡ ♦❢
t❤❛t ❤❡❛rt②✱ ❦✐♥❞✱ ♣♦❧✐t❡ ❛♥❞ ❢❛♠✐❧✐❛r ✇❡❧❝♦♠❡✳
✷✽✻❉❊❙❘❆▼❆❯❚✱ ❋r✳✱ ❙❛✐♥t ❏❡❛♥ ❇♦s❝♦✱ ♣✳ ✶✻✺✴❢♦♦t♥♦t❡ ✶✶✾✳
✷✽✼❱■●❆◆❖✱ ❊✳✱ ✏◆♦♥ ❜❛st❛ ❛♠❛r❡✦✑ str❡♥♥❛ ✶✽✽✹✱ ❘♦♠❡✱ ❈❛s❛ ❣❡♥❡r❛❧✐③✐❛ ❋▼❆✱ ✶✾✽✹✱ ♣✳ ✾✳ ■♥ ■t❛❧✐❛♥✿
✏✉♥ ✈✐s♦ ❝♦r❞✐❛❧❡✳✑
✷✽✽❩■◆●❆❘❊▲▲■✱ ◆✐❝♦❧❛✱ ▲♦ ❩✐♥❣❛r❡❧❧✐ ✶✾✾✻✱ ❱♦❝❛❜✉❧❛r✐♦ ❞❡❧❧❛ ❧✐♥❣✉❛ ✐t❛❧✐❛♥❛✱ ❩❛♥✐❝❤❡❧❧✐✱ ✶✾✾✻✱ ♣✳ ✸✸✶✳
✷✽✾❈♦♥st✐t✉t✐♦♥s✳✳✳✱ ♣✳ ✷✻✶✳
✶✻✵

17 Pages 161-170

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17.1 Page 161

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■ s❤♦✉❧❞ ❧✐❦❡ t♦ ❛❞❞ ❤❡r❡ ❛ ❧✐✈❡❧② ❛♥❞ ❛t t❤❡ s❛♠❡ t✐♠❡ ❡♥❧✐❣❤t❡♥✐♥❣ ❞❡t❛✐❧✳ ❆❢t❡r
❤✐s r❡t✉r♥ ❢r♦♠ ❘♦♠❡ ❉♦♥ ❇♦s❝♦ ♣✉t t♦❣❡t❤❡r ❛ ❝♦♠♠✐ss✐♦♥✳ ■t ❤❛❞ t♦ ✐♥✈❡st✐❣❛t❡ t❤❡
♦♣✐♥✐♦♥s ❛♥❞ s✉❣❣❡st✐♦♥s ♦❢ t❤❡ ❝♦♥❢r❡r❡s ❛t ❱❛❧❞♦❝❝♦ t❤r♦✉❣❤ ♦r❛❧ ❝♦♥t❛❝ts ❛♥❞ ✇r✐tt❡♥
q✉❡st✐♦♥s✳ ❙✳ ❋✉♠❛❣❛❧❧✐✱ t❤❡ ✈✐❝❡ ♣r❡❢❡❝t✱ s❡✐③❡❞ t❤❡ ♦♣♣♦rt✉♥✐t② t♦ ♣✉t ❢♦r✇❛r❞ ❤✐s ♣♦✐♥t
♦❢ ✈✐❡✇ ♦♥ t❤❡ ❡①♣✉❧s✐♦♥ ♦❢ ❝❡rt❛✐♥ ❜♦②s✳ ❍❡ t❤♦✉❣❤t t❤❛t ✏t❤❡② ✇❡r❡ ❢❛r t♦♦ ♣❛t✐❡♥t ✇✐t❤
❜❛❞ ♦r ❞❡♣r❛✈❡❞ ♣✉♣✐❧s✑✳ ❚♦ s✉♣♣♦rt ❤✐s ♣♦✐♥t ♦❢ ✈✐❡✇ ❤❡ ❛❞❞❡❞ ❤♦✇ ❣♦♦❞ ②♦✉♥❣st❡rs
t❤♦✉❣❤t ❛❜♦✉t t❤❡ ♠❛tt❡r✿ ✏❚❤❡② ❝♦♠♣❧❛✐♥ ❛♥❞ ❞♦ ♥♦t ✉♥❞❡rst❛♥❞ ✇❤② s♦♠❡ r❛♣❛❝✐♦✉s
✇♦❧✈❡s ❛r❡ ❛❧❧♦✇❡❞ ❛♠♦♥❣ t❤❡♠✳ ❚❤❡② ✇♦✉❧❞ ♥♦t ❡✈❡♥ ❜❡ t♦❧❡r❛t❡❞ ✐♥ ❛ s❝❤♦♦❧ ❣♦✈❡r♥❡❞
❜② ❧❛②♠❡♥✳ ❚❤❡② ✇♦✉❧❞ ♥♦t ❜❡ ❦❡♣t ✐♥ ❛ st❛t❡ s❝❤♦♦❧✳ ❚❤❡② ❝❛♥ st❛② ❤❡r❡ ❛♥❞ ❛r❡ ❡✈❡♥
tr❡❛t❡❞ ❦✐♥❞❧②✳✑
❚♦ ✐♥❞✐❝❛t❡ t❤❡② ❛r❡ tr❡❛t❡❞ ❦✐♥❞❧② ❤❡ ✉s❡s t❤❡ ♣❤r❛s❡ ✏ s✐ ❢❛ ❧♦r♦ ❜✉♦♥ ✈✐s♦✑✱ ✇❤✐❝❤
♠❡❛♥s ✏tr❡❛t ❦✐♥❞❧②✱ ✇❡❧❝♦♠❡ ❝♦r❞✐❛❧❧②✑✳ ❋r ▲❡♠♦②♥❡ ❝♦♣✐❡❞ t❤✐s ♣❛r❛❣r❛♣❤ ♥❡❛r❧② ❧✐t❡r✲
❛❧❧② ✐♥ ❛ s✉♠♠❛r② ♦❢ t❤❛t s✉❜♠✐ss✐♦♥✱ ❜✉t ❤❡ ♠❛❞❡ ❛ ❝❤❛♥❣❡ ✐♥ t❤❡ ♣❤r❛s❡✳ ■t ❜❡❝❛♠❡✿
s✐ ❢❛ ❧♦r♦ ❜✉♦♥❛ ❝❡r❛✳✑ ✷✾✵ ❚❤❛t ❞✐❞ ♥♦t ❝❤❛♥❣❡ t❤♦✉❣❤ ❙✳ ❋✉♠❛❣❛❧❧✐✬s ♠❡❛♥✐♥❣ ♦❢ t❤❡
✇♦r❞s✳ ◆❡①t t♦ ♦t❤❡r ❧✐tt❧❡ ❛❧t❡r❛t✐♦♥s t❤✐s ❝❤❛♥❣❡ ♦♥❧② s❤♦✇❡❞ t❤❡ st②❧✐st✐❝ ❛♥❞ ❧✐♥❣✉✐st✐❝
❝❛r❡ ❡♠♦②♥❡ ✉s❡❞ t♦ t❛❦❡ ♦❢ t❡①ts ❛s ❛♥ ❛✉t❤♦r ✇❤♦ ❤❛❞ ❛ ❝❡rt❛✐♥ ❛♠❜✐t✐♦♥ ❛♥❞ st②❧❡
♣r❡❢❡r❡♥❝❡s✳ ❚❤❡ ♠♦st ✐♠♣♦rt❛♥t t❤✐♥❣ ❤❡r❡ ✐s ✇❡ ❛r❡ ❣✐✈❡♥ ❛ ❦❡② t♦ ❜❡tt❡r ❝♦♠♣r❡❤❡♥❞
t❤❡ ❧❛st ✇♦r❞s ❤❡ ❤❛❞ ♣✉t ✐♥t♦ ❇✉③③❡tt✐✬s ♠♦✉t❤✳
■t ✐s ❛ ♠❡❛♥✐♥❣ ✇❤✐❝❤ ✜ts ✐♥ ✈❡r② ✇❡❧❧ ✇✐t❤ t❤❡ ❡♥❞ ♦❢ t❤❡ ❞❡s❝r✐♣t✐♦♥ ✐♥ t❤❡ ✜rst r❡❝r❡✲
❛t✐♦♥ s❝❡♥❡ ✇✐t❤ r♦❛r✐♥❣ ❛♥❞ ❝❤❡❡r❢✉❧❧② s❤♦✉t✐♥❣ ❜♦②s ❛♥❞ t❤❡ ❙❛❧❡s✐❛♥s s♣♦♥t❛♥❡♦✉s❧②
❧✐✈✐♥❣ ✇✐t❤ t❤❡ ❜♦②s ❛♥❞ t❛❦✐♥❣ ♣❛rt ✐♥ t❤❡ ♣❧❛②❣r♦✉♥❞ ❣❛♠❡s✳ ❚❤❛t s❝❡♥❡ ❤❛❞ ✐♥❞❡❡❞
❜❡❡♥ ❝❧♦s❡❞ ❜② t❤✐s ❛♣♣r❡❝✐❛t✐♦♥✿ ✏❨♦✉ ❝♦✉❧❞ s❡❡ t❤❛t t❤❡ ❣r❡❛t❡st ❝♦r❞✐❛❧✐t② ❛♥❞ ❝♦♥✜✲
❞❡♥❝❡ r❡✐❣♥❡❞ ❜❡t✇❡❡♥ ②♦✉♥❣st❡rs ❛♥❞ s✉♣❡r✐♦rs✳✑ ❖♥❡ ❝♦✉❧❞ ♦❜✈✐♦✉s❧② r❡♠❛r❦ t❤❛t
t❤❡ ❝♦r❞✐❛❧✐t② ❛♥❞ tr✉st ✐♥ t❤❛t ❝♦♠♠❡♥t ❛♣♣❛r❡♥t❧② ♠❛✐♥❧② ❝❛♠❡ ❢r♦♠ t❤❡ ❜♦②s✳ ■t ✐s
❝❧❡❛r ❤♦✇❡✈❡r t❤❛t ✐t ❝❛♥ ♦♥❧② ❜❡ s♦ ❜❡❝❛✉s❡ t❤❡ s✉♣❡r✐♦rs t❤❡♠s❡❧✈❡s ❜❡❤❛✈❡❞ ❝♦r❞✐❛❧❧②
❛♥❞ ❝♦♥✜❞❡♥t✐❛❧❧②✳ ❚❤❛t ✐s ✇❤② ✐t ✐s ♥❡❝❡ss❛r② t♦ t❛❦❡ ❱❛❧❢rè✬s ♥❡①t ❝♦♠♠❡♥t ✐♥t♦ ❛❝❝♦✉♥t✳
❚❤✐s ❝♦♠♠❡♥t st❛rt❡❞ ❜② ♣✉tt✐♥❣ ❢♦r✇❛r❞ t❤❡ ❝♦♥❝❡♣t ♦❢ ✏❢❛♠✐❧✐❛r✐t②✑ ❛♥❞ s✉❜s❡q✉❡♥t❧②
r❡❢❡rr✐♥❣ t♦ t❤❡ ❝r❡❛t✐✈❡ ♣♦✇❡r ♦❢ ❢❛♠✐❧✐❛r✐t②✱ ✐✳❡✳ t❤❡ ♣♦✇❡r ♦❢ ❥♦✈✐❛❧✱ ❦✐♥❞✱ ❛✛❛❜❧❡ ❛♥❞
❢❛♠✐❧✐❛r ❞❡❛❧✐♥❣ ♦❢ t❤❡ ❙❛❧❡s✐❛♥s ✇✐t❤ t❤❡ ❜♦②s✳ P❛rt✐❝✉❧❛r❧② t❤❡✐r ❝♦♥❞✉❝t ✇❛s ❛ s♦✉r❝❡
♦❢ ❛✛❡❝t✐♦♥ ❛♥❞ ❛✛❡❝t✐✈❡ ❧♦✈❡✳ ❚❤❡✐r ❢❛♠✐❧✐❛r✐t② ✇❛s ❛❧r❡❛❞② t❤❡r❡ ✐♥ t❤❡ t❡①t t❤❡ ❜❡st
❞✐s❤✳
❚❤❡ s✉❣❣❡st❡❞ ✐♥t❡r♣r❡t❛t✐♦♥ s❡❡♠s t♦ ❜❡ ❜❛❝❦❡❞ ✉♣ ❜② ❛ ❝♦✉♣❧❡ ♦❢ ❉♦♥ ❇♦s❝♦✬s t❡①ts
✇❤❡r❡ ❤❡ s♣❡❛❦s ❛❜♦✉t t❤❡ ♠❡❛♥✐♥❣ ♦❢ t❤❡ ♣❡❞❛❣♦❣✐❝❛❧ ❧♦♦❦ ♦r ❡②❡ ❝♦♥t❛❝t✳ ■♥ ❛ ♣❛r❛❣r❛♣❤
♦❢ t❤❡ ❧✐tt❧❡ tr❡❛t✐s❡ ♦♥ t❤❡ ♣r❡✈❡♥t✐✈❡ s②st❡♠ ❤❡ ✇r♦t❡✿ ✏■t ❤❛s ❜❡❡♥ ♥♦t✐❝❡❞ t❤❛t ✐♥ t❤❡
❝❛s❡ ♦❢ s♦♠❡ ❜♦②s ❛♥ ✉♥❦✐♥❞ ❧♦♦❦ ❬✉♥♦ s❣✉❛r❞♦ ♥♦♥ ❛♠♦r❡✈♦❧❡❪ ✐s ♠♦r❡ ❡✛❡❝t✐✈❡ t❤❛♥
❛ s❧❛♣ ✐♥ t❤❡ ❢❛❝❡ ✇♦✉❧❞ ❜❡✳✑ ✷✾✶ ❚❤✐s ✐s ♣❛rt✐❝✉❧❛r❧② t❤❡ ❝❛s❡ ✇❤❡♥ ✐t ♠❡❛♥s t❤❛t t❤❡
t❡❛❝❤❡r ♦r ❡❞✉❝❛t♦r ✇✐t❤❤♦❧❞s ❢r♦♠ t❤❡ ❜♦② ❝♦♥❝❡r♥❡❞ ♦r r❡❢✉s❡s ❤✐s ✉s✉❛❧ ❢r✐❡♥❞❧② ❧♦♦❦✱
❤✐s ♥♦r♠❛❧✱ ❦✐♥❞✱ ✇❛r♠✲❤❡❛rt❡❞ ❛♥❞ ❝❧❡❛r ❣❧❛♥❝❡✳ ■t ✐s ❢r♦♠ t❤✐s s♦rt ♦❢ ❡①♣❡r✐❡♥❝❡s ❛♥❞
❞✐r❡❝t✐✈❡s ♠♦r❡ t❤❛♥ ❢r♦♠ r❡❛❞✐♥❣ ▼♦♥❢❛t t❤❛t ❋r❛♥❝❡s✐❛ ❝♦✉❧❞ ✇r✐t❡ ✐♥ ❤✐s ❡ss❛② ♦♥
✷✾✵
❙✳ ❋✉♠❛❣❛❧❧✐✬s t❡①t ❛♥❞ t❤❡ ❝♦rr❡❝t✐♦♥s ❛♥❞ ❝❤❛♥❣❡ ❜② ●✳❇✳ ▲❡♠♦②♥❡ ✐♥✿
P❘❊▲▲❊❩❖✱ ❏✳▼✳✱ ❱❛❧✲
❞♦❝❝♦✳ ✳ ✳ ✱ ♣♣✳ ✷✾✾✴✺✶✲✻✶ ❛♥❞ ✸✵✻✲✸✵✼✳ ❈❢✳ ❛❧s♦ t❤❡ ■t❛❧✐❛♥ ❡①♣❧❛♥❛t♦r② ❞✐❝t✐♦♥❛r② ✏▲♦ ❩✐♥❣❛r❡❧❧✐
✶✾✾✻✑ ✱ ♣✳ ✸✸✶✴❈✱ ✶✳✾✼✷✴❆✳ ▼♦r❡ ♦♥ ❙✳ ❋✉♠❛❣❛❧❧✐✬s ❝♦♥tr✐❜✉t✐♦♥ ✐♥ ❝❤❛♣t❡r ✽ ✭s❡❝♦♥❞ ✈♦❧✉♠❡✮ ♦❢ t❤✐s
st✉❞②✳
✷✾✶
❖❊
❳❳■❳
❬✶✵✽❪✳
❈♦♥st✐t✉t✐♦♥s✳✳✳
♣✳
✷✺✷✴✷✳
✶✻✶

17.2 Page 162

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✉♥♦ s❣✉❛r❞♦ ❞✐ ✐♠♣♦s✐♥❣ ♣✉♥✐s❤♠❡♥ts✿ ✏■♥❞❡❡❞ ✇❡ ♦❜t❛✐♥ ♠♦r❡ ✇✐t❤ ❛ ❢r✐❡♥❞❧② ❣❧❛♥❝❡ ❬
❝❛r✐tà❪✱ ✇✐t❤ ❛ ✇♦r❞ ♦❢ ❡♥❝♦✉r❛❣❡♠❡♥t✱ ✇❤✐❝❤ ❛r♦✉s❡ ❝♦♥✜❞❡♥❝❡ ✐♥ ❛ ❧❛❞✬s ❤❡❛rt✱ t❤❛♥
✇✐t❤ ❛ ✢♦♦❞ ♦❢ r❡♣r✐♠❛♥❞s✳✑ ✷✾✷ ❚❤❡ ♣♦s✐t✐✈❡ ❡✛❡❝t ♦❢ t❤❡ ♦♣❡♥ ❛♥❞ ❦✐♥❞ ❡②❡ ❝♦♥t❛❝t ✇✐❧❧
❝❡rt❛✐♥❧② ♥♦t ❤❛✈❡ ❜❡❡♥ r❡str✐❝t❡❞ t♦ ♠♦♠❡♥ts ✇❤❡♥ ❣✐✈✐♥❣ ♣✉♥✐s❤♠❡♥ts ✇❛s ♥❡❝❡ss❛r②✳
❍♦✇❡✈❡r ✐♠♣♦rt❛♥t t❤❡ ❡②❡s ❛♥❞ t❤❡ ✇❤♦❧❡ ❢❛❝❡ ♠❛② ❜❡✱ t❤❡ t♦t❛❧ ♦✉t✇❛r❞ ❛♣♣❡❛r❛♥❝❡
❛♥❞ ♥♦♥✲✈❡r❜❛❧ ❜❡❤❛✈✐♦✉r ♣❧❛② t❤❡ ❦❡② ♣❛rt✳ ❚❤❛t ✐s ✇❤② ❛ tr❛♥s❧❛t✐♦♥ s✉❝❤ ❛s ✏t❤❡
❢r✐❡♥❞❧② ❛♥❞ ❤❡❛rt② ❛♣♣❡❛r❛♥❝❡ ❛♥❞ t❤❡ ❦✐♥❞ ♣r❡s❡♥❝❡ ✐s t❤❡ ❜❡st ❞✐s❤ ✐♥ ❛ ♠❡❛❧✑ ✐s t♦
❜❡ ♣r❡❢❡rr❡❞ ♦r ❛s ❛ ✈❛r✐❛♥t✿ ✏ t❤❡ ❢r✐❡♥❞❧② ❛♣♣❡❛r❛♥❝❡ ❛♥❞ ✇❡❧❝♦♠❡✳✑ ■♥ t❤❡ ✇♦r❞s ♦❢ ❊✳
❱❛❧❡♥t✐♥✐ t❤✐s ✐s ✐♥❞❡❡❞ t❤❡ ❝r♦✇♥✐♥❣ ❣❧♦r② ♦❢ t❤❡ ❝♦♥✈❡rs❛t✐♦♥ ❜❡t✇❡❡♥ ❉♦♥ ❇♦s❝♦ ❛♥❞
❇✉③③❡tt✐✳ ■t ✐s t❤❡ ❝❧✐♠❛①✳
❆ ❝❤❡❡r❢✉❧ ❛♥❞ ❤❛♣♣② ❛t♠♦s♣❤❡r❡ s❤♦✉❧❞ r❡✐❣♥
❲❤❡♥ ✇❡ ❝♦♠♣❛r❡ t❤❡ ❉✉t❝❤ ❛♥❞ t❤❡ ❧❛t❡r ●❡r♠❛♥ tr❛♥s❧❛t✐♦♥ ✇✐t❤ t❤❡ ♦r✐❣✐♥❛❧ t❡①t✱
✇❡ q✉✐t❡ q✉✐❝❦❧② ♥♦t✐❝❡ ❛ s❤✐❢t ✐♥ ♠❡❛♥✐♥❣✳✷✾✸ ❚❤❡ str❡ss ✐s ♥♦ ❧♦♥❣❡r ♦♥ ❦✐♥❞♥❡ss✱ ❥♦✈✐❛❧✐t②
♦r ❝♦r❞✐❛❧✐t② ❛♥❞ t❛❝t❢✉❧♥❡ss ❛t t❤❡ ✇❡❧❝♦♠❡ ❛♥❞ ♦♥ t❤❡ ❝♦♥t✐♥✉♦✉s❧② ❝❤❛r♠✐♥❣✱ ❛✛❛❜❧❡
❞❡❛❧✐♥❣ ✇✐t❤ t❤❡ ❣✉❡sts ❛♥❞ ❝♦♥s❡q✉❡♥t❧②✱ ❛s ❢❛r ❛s t❤❡ ✐♠♣❧❡♠❡♥t❛t✐♦♥ ✐s ❝♦♥❝❡r♥❡❞✱ ♥♦t
❛♥② ❧♦♥❣❡r ♦♥ t❤❡ ❢❛♠✐❧✐❛r✐t② ♦❢ t❤❡ ❙❛❧❡s✐❛♥s t♦✇❛r❞s t❤❡ ②♦✉♥❣st❡rs✳ ❚❤❡ str❡ss ✐s ♦♥
t❤❡ ❝❤❡❡r❢✉❧♥❡ss ♦❢ t❤❡ t❛❜❧❡ ♣❛rt♥❡rs✱ ✐✳❡✳ t❤❡ ②♦✉♥❣st❡rs✿ ✏❚❤❡ ❜❡st ❝♦✉rs❡ ♦❢ ❛ ♠❡❛❧ ✐s
❛ ❝❤❡❡r❢✉❧ ❢❛❝❡✳✑
❢❛r❡ ❜✉♦♥❛ ❝❡r❛ ❢❛r ❚❤✐s tr❛♥s❧❛t✐♦♥ ♠❛② ❤❛✈❡ ❜❡❡♥ ✐♥✢✉❡♥❝❡❞ ❜② ❛ s②♥♦♥②♠ ♦❢ ✏
✑✿ ✏
❜❛❧❞♦r✐❛ ❛❧❧❡❣r✐❛ r✉♠✉r♦s❛ ✑✳ ■t ❝❛rr✐❡s ✐♥❞❡❡❞ ❛♥ ❛r❝❤❛✐❝ ♠❡❛♥✐♥❣✿ ✏
♥♦✐s② ❡①✉❜❡r❛♥t
❢❡st❛ ❛❧❧❡❣r❛ ❥♦②♦r ✏
♠❡rr②✱ ❝❤❡❡r❢✉❧ ❢❡❛st✷✾✹
◆♦ ❞♦✉❜t ❝❤❡❡r❢✉❧♥❡ss ❛♥❞ ❥♦② ❝♦♥st✐t✉t❡ ❛ t♦♣✐❝ ✐♥ t❤✐s ✇r✐t✐♥❣✳ ■t r❡♠❛✐♥s r❡✲
str✐❝t❡❞ t❤♦✉❣❤ t♦ t❤❡ ❣❛♠❡s ❛♥❞ t❤❡ ❛t♠♦s♣❤❡r❡ ❛♠♦♥❣ t❤❡ ❜♦②s ✐♥ ♠❛♥✉s❝r✐♣t ✳
■t ✐s ❞♦✉❜t❧❡ss❧② ❛ ❝❤❛r❛❝t❡r✐st✐❝ ♦❢ t❤❡ ✇❛② ♦❢ ❧✐✈✐♥❣ t♦❣❡t❤❡r ❉♦♥ ❇♦s❝♦ ✇❛♥t❡❞ ❛♥❞
♣r♦♠♦t❡❞✳ ❈♦♥s❡q✉❡♥t❧② ❤❡ ❛s❦s ❇✉③③❡tt✐ ✏❤♦✇ t❤❡ ②♦✉♥❣st❡rs ❝❛♥ ❣❡t ❜❛❝❦ t❤❡ ❧✐✈❡✲
❧✐♥❡ss✱ ❝❤❡❡r❢✉❧♥❡ss ❛♥❞ ❡①✉❜❡r❛♥❝❡ ♦❢ t❤❡ ♦❧❞ ❞❛②s✑✳ ✶✶❇✉③③❡tt✐✬s ❛♥s✇❡r ❝❛♥♥♦t ❜❡
♠✐s✉♥❞❡rst♦♦❞✳ ❚❤❛♥❦s t♦ t❤❡ ❜♦②s✬ ✏♦❜❡❞✐❡♥❝❡✱ ♣❡❛❝❡ ❛♥❞ ❝❤❡❡r❢✉❧♥❡ss ✇✐❧❧ r❡✐❣♥ ♦♥❝❡
❛❣❛✐♥ ✐♥ t❤❡ ❖r❛t♦r②✳✑ ✶✽◆❡①t t♦ t❤❛t ❉♦♥ ❇♦s❝♦ ❝♦♥s✐❞❡r❡❞ ❛♥♦t❤❡r ❡❧❡♠❡♥t ✈❡r② ✐♠✲
♣♦rt❛♥t t♦ ♣r♦♠♦t❡ ❥♦② ❛♥❞ ❝❤❡❡r❢✉❧♥❡ss ♦♥ ❛ ❢❡st✐✈❡ ❞❛②✳ ❋r♦♠ ❘♦♠❡ ❤❡ ❛❧r❡❛❞② ❛s❦❡❞ ❋r
▲❛③③❡r♦ ♦♥ ❆♣r✐❧ ✷✸ ✶✽✽✹ t♦ ♠❛❦❡ s✉r❡ t❤❛t t❤❡ ❝♦♠✐♥❣ ❢❡❛st ♦❢ ▼❛r② ❍❡❧♣ ♦❢ ❈❤r✐st✐❛♥s
s❤♦✉❧❞ ❜❡ ❛ ♥✐❝❡ ❢❡❛st ✏❛❧s♦ ✐♥ t❤❡ r❡❢❡❝t♦r②✳✳✳ t♦ ❞r✐✈❡ ❛✇❛② ❛❧❧ ♠❡❧❛♥❝❤♦❧② ❛♥❞ ❜❡ ❤❛♣♣②
❝❤❡❡r❢✉❧✐♥ t❤❡ ▲♦r❞✳✑ ✷✾✺ ❍❡ ✐♥s✐st❡❞ ❛❣❛✐♥ ♦♥ t❤❛t ❡❧❡♠❡♥t ❛t t❤❡ ❡♥❞ ♦❢ t❤❡ ❧❡tt❡r t♦
t❤❡ ❜♦②s ✐♥ ▼❛② ✶✽✽✹✿ ✏■ ✇❛♥t t❤✐s ❢❡❛st t♦ ❜❡ ❝❡❧❡❜r❛t❡❞ ✇✐t❤ ❢✉❧❧ s♦❧❡♠♥✐t②✱ ❛♥❞ ❋r
▲❛③③❡r♦ ❛♥❞ ❋r ▼❛r❝❤✐s✐♦ s❡❡ t♦ ✐t t❤❛t ✇❡ ❛r❡ ♣❧❡❛s❡❞ ❝❤❡❡r❢✉❧✐♥ t❤❡ r❡❢❡❝t♦r② ❛s ✇❡❧❧✳✑
✸✹■t ❣♦❡s ✇✐t❤♦✉t s❛②✐♥❣ t❤❛t t❤❡ ✇❛♥t❡❞ t❤❡ ❜♦②s t♦ ❜❡ s❛t✐s✜❡❞ ❛♥❞ ❤❛♣♣② ❜❡❝❛✉s❡
✷✾✷❊ ■❱✱ ♣✳ ✷✵✻✳ ❊▼❇ ❳❱■✱ ♣✳ ✸✼✸✳
✷✾✸■♥ ●❡r♠❛♥ ✇❡ ✜♥❞✿ ✏❉❡r ❜❡st❡ ❚♦♣❢ ❛✉❢ ❞❡♠ ❚✐s❝❤ ✐st ❡✐♥ ❢r♦❤❡s ●❡s✐❝❤t✑ ✭❑❖❘❚❊✱ ❘✳✱ ●❡❞❛♥❦❡♥
③✉ ❉♦♥ ❇♦s❝♦s ❇r✐❡❢ ❛✉s ❘♦♠✱ ❉♦♥ ❇♦s❝♦ ❆❦t✉❡❧❧✱ ♥r✳ ✶✽✱ ❊♥s❞♦r❢✱ ✶✾✽✵✱ ♣✳ ✶✸✮ ♥❡①t t♦ ✏❉❡r ❜❡st❡
●❛♥❣ ❜❡✐♠ ▼❛❤❧❡ ✐st ❡✐♥ ❢r♦❤❡s ●❡s✐❝❤t✑ ✭❑♦♥st✐t✉t✐♦♥❡♥ ✉♥❞ ❛❧❧❣❡♠❡✐♥❡ ❙❛t③✉♥❣❡♥✱ ✶✾✽✺✱ ♣✳ ✷✻✵✮✳
❚❤❡ ❝♦♥st❛♥t ❡❧❡♠❡♥t ✐s ❝❧❡❛r❧② ✏❛ ❤❛♣♣②✑ ♦r ❝❤❡❡r❢✉❧ ❢❛❝❡✳
✷✾✹❩■◆●❆❘❊▲▲■✱ ◆✳✱ ▲♦ ❩✐♥❣❛r❡❧❧✐✳✳✳✱ ♣✳✶✾✵✳
✷✾✺❈❢✳ ❢♦♦t♥♦t❡ ✶✵✸ ✐♥ t❤❡ ✜rst ❝❤❛♣t❡r✳ ❈❢ ▼❇ ❳❱■■✱ ♣✳ ✶✶✺❀ ❊▼❇ ❳❱■■✱ ♣✳ ✾✺✳ ❇❖❙❈❖✱ ●✳✱
❱❛❧❡♥t✐♥♦✳ ✳ ✳ ✱ ♣♣✳ ✷✵✷✲✷✵✹❀ ✷✷✻✳
✶✻✷

17.3 Page 163

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t❤❡② ❣♦t s♦♠❡t❤✐♥❣ ❢❡st✐✈❡ ❛♥❞ ❡①tr❛ ♦♥ t❤❡✐r ❞✐s❤✳ ❍❡ ❤❛❞ ✇❛♥t❡❞ ✐t t❤❛t ✇❛② ❛❧r❡❛❞②
✐♥ ✶✽✻✹ ✇❤❡♥ ❤❡ ❤❛❞ ❛♥♥♦✉♥❝❡❞ ❤✐s ❛rr✐✈❛❧ t♦ t❤❡ ❜♦②s ✐♥ ▼✐r❛❜❡❧❧♦✳ ✏❆♥❞ ✇❤❛t ❛❜♦✉t
t❤❡ ❜♦❞②❄✑ ❤❡ ❛s❦❡❞ t❤❡♠ ✐♥ t❤❡ ❧❡tt❡r✳ ❆s ❛♥ ❛♥s✇❡r ❤❡ ✇❛s ❧♦♦❦✐♥❣ ❢♦r✇❛r❞✿ ✏❙♦ ■ ♥♦✇
■ ❛s❦ ❋❛t❤❡r Pr❡❢❡❝t t♦ s❡❡ t♦ ✐t t❤❛t ✇❡ ❤❛✈❡ ❛ ❥♦②❢✉❧ t✐♠❡ t♦❣❡t❤❡r ✇✐t❤ ❛ ♥✐❝❡ ♣✐❝♥✐❝✳✑
✷✾✻ ❚❤❡ ②♦✉♥❣st❡rs ❛♥❞ t❤❡ ❡❞✉❝❛t♦rs ✇✐❧❧ ❤❛✈❡ ✉♥❞❡rst♦♦❞ t❤✐s ✈❡r② ✇❡❧❧✳
❚❤❡ tr❛♥s❧❛t✐♦♥ ✏❝❤❡❡r❢✉❧✑ ♦r ✏❤❛♣♣② ❢❛❝❡✑ ❤❛s ✐♥❞❡❡❞ ❣♦t ❛ ❢♦✉♥❞❛t✐♦♥✳ ❚❤❡ ❢♦✉♥❞❛t✐♦♥
❜❡❝♦♠❡s ♠♦r❡ s♦❧✐❞ ❛s t❤❡ r❡♣♦rts ♦❢ t❤❡ ❧❛② ♣❛st ♣✉♣✐❧s✬ ♠❡❡t✐♥❣ ❢♦r ❉♦♥ ❇♦s❝♦✬s ♥❛♠❡
❝❡❧❡❜r❛t✐♦♥ ✐♥ ✶✽✽✵ ✇❛s ♣✉❜❧✐s❤❡❞ ✐♥ t❤❡ ♣❡r✐♦❞✐❝❛❧ ❇♦❧❧❡tt✐♥♦ ❙❛❧❡s✐❛♥♦ ❡♥t✐t❧❡❞✿ ✏ ▲❛
❣r❛t✐t✉❞✐♥❡ ✜❧✐❛❧❡ ❛ ❧✐❡t❛ ♠❡♥s❛ ❝♦❧❧❛ ❜♦♥tà ♣❛t❡r♥❛✳✑ ❚❤❡ r❡♣♦rt❡r ❝❡rt❛✐♥❧② ❡♠♣❤❛s✐③❡s
❧✐❡t❛ t❤❡ ❤❛♣♣② ❛♥❞ ❝❤❡❡r❢✉❧ ❬
❪ ❛t♠♦s♣❤❡r❡ ❛r♦✉♥❞ t❤❡ t❛❜❧❡✳✷✾✼ ■t ❝❛♥♥♦t ❜❡ ❞❡♥✐❡❞ t❤❛t
♦♥❧② t❤❡ ❤❛♣♣② ❛♥❞ ❝❤❡❡r❢✉❧ ❛t♠♦s♣❤❡r❡ ✇✐t❤ t❤❡ t❛❜❧❡ ♠❛t❡s ✐s t❤♦✉❣❤t ♦❢ ❤❡r❡✳ ❚❤❡②
t❤✐♥❦ ♦❢ t❤❡ ❣✉❡sts ✇❤♦ ❛r❡ ✐♥✈✐t❡❞ ❛♥❞ s❡❛t❡❞ ❛r♦✉♥❞ t❤❡ ❢❡st✐✈❡ t❛❜❧❡✳ ❚❤❡ ❛t♠♦s♣❤❡r❡
✐s ❣r♦✇✐♥❣ ♠♦r❡ ❝♦♥❣❡♥✐❛❧ ❛s t❤❡ ♠❡❛❧ ✐s ❜❡✐♥❣ ❝♦♥s✉♠❡❞✳
❚❤❛t s❡❡♠s t♦ ❜❡ ✇❤❛t ✐♥s♣✐r❡❞ ❑✳●✳ ❋✐s❝❤❡r✿ ✏❚❤❡ ❜❡st t❤✐♥❣ ♦❢ ❛ ❧✉♥❝❤ ✐s ❡✈❡r②♦♥❡✬s
s❛t✐s❢❛❝t✐♦♥✳✑ ✷✾✽ ❉✐❞ ❤❡ t❤✐♥❦ ♦❢ t❤❡ ❜♦②s ♦r t❤❡ ❙❛❧❡s✐❛♥s ✇❤♦ ❧✉♥❝❤❡❞ ✐♥ t❤❡ s❛♠❡
r❡❢❡❝t♦r②❄ ❖r ✇❛s ❤❡ ✐♥s♣✐r❡❞ ❜② t❤❡ ♣❡rs♦♥❛❧ ♣r♦♥♦✉♥ ✏✉s✑ ✉s❡❞ ❜② ❉♦♥ ❇♦s❝♦❄ ✏❯s✑
✐♥ t❤❡ ❧❡tt❡r t♦ t❤❡ ❜♦②s ❝♦✉❧❞ ❜❡ ❞✉❡ t♦ ❉♦♥ ❇♦s❝♦✬s ♣s②❝❤♦❧♦❣✐❝❛❧ ✐❞❡♥t✐✜❝❛t✐♦♥ ✇✐t❤
❤✐s ②♦✉♥❣st❡rs✳ ❇✉t ❡✈❡♥ ✐❢ ✏❛❧❧✑ ❡♥❝♦♠♣❛ss❡s t❤❡ ❛❞✉❧ts ❛♥❞ ❤♦sts ❛t t❤❡ t❛❜❧❡ ❛♥❞
s❛t✐s❢❛❝t✐♦♥ ❞♦❡s ♥♦t s♦❧❡❧② r❡❢❡r t♦ t❤❡ r❛t❤❡r ✉♥✉s✉❛❧ ♦r ❵❝♦♣✐♦✉s✬ ❞✐s❤❡s✱ ❜✉t ♣♦ss✐❜❧②
❛❧s♦ t♦ t❤❡ ❢❡st✐✈❡ ❛♥❞ ❝❤❡❡r❢✉❧ ❛♠❜✐❛♥❝❡✱ t❤❡ tr❛♥s❧❛t✐♦♥s ✏❛ ❤❛♣♣② ❢❛❝❡✑ ♦r ✏❛ ❝❤❡❡r❢✉❧
❢❛❝❡✑ ❞♦ ♥♦t t❛❦❡ t❤❡ s♣❡❝✐✜❝ ❝♦♥t❡①t ♦❢ t❤❡ ❝♦♠❜✐♥❡❞ ♦r ✉♥✐t❡❞ ✈❡rs✐♦♥✬s ✜rst ❧❛r❣❡ ♣❛rt
✐♥t♦ ❛❝❝♦✉♥t✳
■ ❝❛♥♥♦t ❤❡❧♣ ❤❛✈✐♥❣ t❤❡ ✐♠♣r❡ss✐♦♥ t❤❛t t❤❡ ❉✉t❝❤ ❛♥❞ ●❡r♠❛♥ tr❛♥s❧❛t✐♦♥s ❤❛✈❡
♦✈❡r❧♦♦❦❡❞ t❤❡ ❧❛r❣❡ ❛♥❞ ❞✐r❡❝t ❝♦♥t❡①t ❢♦❝✉s✐♥❣ ♦♥ ♦♥❡ ♦❢ t❤❡ ♠♦st ✐♠♣♦rt❛♥t t♦♣✐❝s
✐♥ t❤❡ ❝✐r❝✉❧❛r t♦ t❤❡ ❙❛❧❡s✐❛♥s✳ ■t ❝♦♥❝❡r♥s t❤❡ ❢♦❝✉s ♦♥ t❤❡ s✉♣❡r✐♦rs✬✱ t❡❛❝❤❡rs✬ ❛♥❞
❛ss✐st❛♥ts✬ ♠✐ss✐♦♥ ❢♦r ❛ ❦✐♥❞ ❛♥❞ ❥♦✈✐❛❧ r❡❝❡♣t✐♦♥ ❛♥❞ ❛ ❢❛♠✐❧✐❛r✱ ✐♥❢♦r♠❛❧ ❛♥❞ ❝♦♥✜❞❡♥t✐❛❧
❝♦♥❞✉❝t✳ ❚❤❛t ✐s ✇❤② ■ ♣r❡❢❡r t❤❡ ❢♦❧❧♦✇✐♥❣ tr❛♥s❧❛t✐♦♥✿ ❦✐♥❞ ❛♣♣❡❛r❛♥❝❡✱ ❢r✐❡♥❞❧②✱ ❛✛❛❜❧❡
❧♦♦❦s✳ ❚❤✐s ✐♠♣❧✐❡s ❛ ❜❡♥❡✈♦❧❡♥t ✇❡❧❝♦♠❡ ❛♥❞ ❛ ❝♦♥t✐♥✉✐♥❣ ❥♦✈✐❛❧✱ ✐♥t❡r❡st❡❞ ♠❡❡t✐♥❣ ❛s
✇❡❧❧✳ ❚❤❛t ✐s t❤❡ ❜❡st ❞✐s❤ ❝♦♠♣❧❡t❡❧② ✐♥ t❤❡ s♣✐r✐t ♦❢ t❤❡ ❝♦♠♠❡♥t ♦❢ ❇✉③③❡tt✐✱ ❛❧✐❛s
▲❡♠♦②♥❡✳
❆ st❛t❡♠❡♥t ✐♥ t❤✐s ♠❛tt❡r ✇❤✐❝❤ ✐s ♥♦t ✉♥✐♥t❡r❡st✐♥❣✱ ✐s t❤✐s ♦♥❡✿ ❚r❡❛t✐♥❣ t♦♣✐❝s ✐♥
❉♦♥ ❇♦s❝♦✬s ♣❡❞❛❣♦❣② ❛♥❞ ♣❛st♦r❛❧ ✇♦r❦ s✉❝❤ ❛s ❥♦②✱ ❝❤❡❡r❢✉❧♥❡ss ❛♥❞ ❤❛♣♣✐♥❡ss ♦♥ t❤❡
♦♥❡ ❤❛♥❞ ❛♥❞ ❢❛♠✐❧✐❛r✐t② ♦♥ t❤❡ ♦t❤❡r ❤❛♥❞ ❛✉t❤♦rs ❞♦ ♥♦t r❡❢❡r t♦ t❤❡s❡ ♠❡❛♥✐♥❣s ♦r
tr❛♥s❧❛t✐♦♥s ♦❢ t❤❡ s❛②✐♥❣ ❛t t❤❡ ❡♥❞ ♦❢ t❤❡ ❞✐s❝✉ss✐♦♥ ❜❡t✇❡❡♥ ❉♦♥ ❇♦s❝♦ ❛♥❞ ❤✐s t✇♦
♣❛st ♣✉♣✐❧s✳ ❆t t❤❡ s❛♠❡ t✐♠❡ t❤❡② s✐❧❡♥t❧② ♣❛ss ❜② t❤❡ ❡✈✐❞❡♥t q✉♦t❛t✐♦♥ ✈❛❧✉❡ ♦❢ t❤❡
✜♥❛❧ ❝❤♦r❞ ✐♥ t❤❡ ✜rst ❧❛r❣❡ ♣❛rt ♦❢ t❤❡ ❝♦♠❜✐♥❡❞ ✈❡rs✐♦♥✳ ❚❤❡② ♦❜✈✐♦✉s❧② ❞♦ ♥♦t s❡❡♠
✷✾✻❊ ✭♠✮✱ ✈♦❧✳ s❡❝♦♥❞♦✱ ♣✳ ✺✾✳ ▲❡tt❡r ✇✐t❤ ❛ ❝♦rr❡❝t❡❞ ❞❛t❡ ✏❜❡❣✐♥♥✐♥❣ ♦❢ ❏✉❧② ✶✽✻✹✑✳ ❈❢✳ ❇■❊❙▼❆◆❙✱
❘✳✱ ❉❡ ❜r✐❡❢ ✉✐t ❘♦♠❡ ❛❛♥ ❞❡ ❥♦♥❣❡♥s✳ ✳ ✳ ✱ ♣✳ ✸✶✳ ▼❇ ❱■■■✱ ♣✳✽✼✺❀ ❊▼❇ ❱■■■✱ ♣✳ ✸✽✷✳
✷✾✼▲❛ ❣r❛t✐t✉❞✐♥❡ ✜❧✐❛❧❡ ❛ ❧✐❡t❛ ♠❡♥s❛ ❝♦❧❧❛ ❜♦♥tà ♣❛t❡r♥❛✑✱ ❇♦❧❧❡tt✐♥♦ s❛❧❡s✐❛♥♦✱ ❛♥♥♦ ■❱✱ ♥♦✳ ✾✱ ❙❡♣t❡♠✲
❜❡r ✶✽✽✵✱ ♣♣✳ ✾✲✶✵✳ ❚r❛♥s❧❛t✐♦♥ ♦❢ t❤❡ t✐t❧❡✿ ✏❚❤❡ ❝❤✐❧❞✲❧✐❦❡ ❣r❛t✐t✉❞❡ ❛t t❤❡ ❝❤❡❡r❢✉❧ ✭♠❡rr②✮ t❛❜❧❡
✇✐t❤ t❤❡ ❢❛t❤❡r❧② ❣♦♦❞♥❡ss✳✑
■♥ ❤✐s ♠❡♠♦r✐❡s ♦❢ ❛ s✐♠✐❧❛r ❡✈❡♥t ✐♥ ✶✽✼✼ ●✳ ❱❡s♣✐❣♥❛♥✐ ✇r♦t❡✿ ✏❚❤❡ r❡st ♦❢ t❤❡ ❞❛② ♣❛ss❡❞ ❜② ✐♥
t❤❡ s✐♥❝❡r❡st ❤❛♣♣✐♥❡ss ❝✉❧♠✐♥❛t✐♥❣ ❛t t❤❡ ❜r♦t❤❡r❧② ❢❡st✐✈❡ ❞✐s❤ ✭✏❛❣❛♣❡ ❢r❛t❡r♥❛❧✑✮✳ ❱❊❙P■●◆❆◆■✱
●✳✱ ❯♥ ❛♥♥♦ ❛❧❧❛ s❝✉♦❧❛✳ ✳ ✳ ✱ ♣✳ ✼✶✳
✷✾✽❋■❙❈❍❊❘✱ ❑✳●✳✱ ●✐♦✈❛♥♥✐ ❇♦s❝♦✱ Pä❞❛❣♦❣✐❦ ❞❡r ❱♦rs♦r❣❡✱ ♣✳ ✼✹✳
✶✻✸

17.4 Page 164

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t♦ ❡♥✈② ❡❛❝❤ ♦t❤❡r t❤✐s r❛t❤❡r t♦✉❣❤ ♣♦✐♥t ♦r t♦ ❝♦♥t❡♥❞ ✇✐t❤ ❡❛❝❤ ♦t❤❡r ❢♦r ✐t✳
✸✳✺ ❈❧♦s❡ ♦❢ t❤❡ ✜rst ❡①t❡♥s✐✈❡ ♣❛rt ♦❢ t❤❡ ✏❧♦♥❣✑ ♦r ✉♥✐t❡❞
✈❡rs✐♦♥ ✇❤✐❝❤ ✇❛s ♠❡❛♥t ❢♦r t❤❡ ❛❞✉❧ts ❬✷✹✲✷✺❪
❏✉st ❜❡❢♦r❡ ❤❡ ❛❧❧♦✇❡❞ ❇✉③③❡tt✐ t♦ ❞❡❧✐✈❡r t❤❛t s♦rt ♦❢ ♣r♦✈❡r❜✱ ❋r ▲❡♠♦②♥❡ ✇❡♥t ❜❛❝❦
t♦ t❤❡ ❞✐❛❧♦❣✉❡ ❢♦r♠❛t✳ ❉♦♥ ❇♦s❝♦ ❤❛❞ ❛❣❛✐♥ ❛s❦❡❞ ❛ q✉❡st✐♦♥ ❛♥❞ ❇✉③③❡tt✐ ❤❛❞ ❛❣❛✐♥
❡♠♣❤❛t✐❝❛❧❧② t❛❦❡♥ t❤❡ ✢♦♦r✳ ❍❡ ❞✐❞ ♥♦t ❞♦ s♦ ❢♦r ❧♦♥❣ s✐♥❝❡ ❤❡ ✏✜♥✐s❤❡❞ s♣❡❛❦✐♥❣✑
❛❢t❡r ❤✐s r❛t❤❡r ❡♥✐❣♠❛t✐❝ ✉tt❡r❛♥❝❡✱ ❛t ❧❡❛st ✐♥ t❤✐s ✈❡rs✐♦♥✳ ❆♣♣❛r❡♥t❧② ❤❡ ❤❛s ❣♦t
♥♦t❤✐♥❣ ♠♦r❡ t♦ ❛❞❞ t♦ ❤✐s ❝♦♠♠❡♥t ♦♥ ✏s♦♠❡t❤✐♥❣ s♣❡❝✐❛❧ ❬t♦ ❜❡ s❡❡♥❪✑ ✭✶✺✴♦✴✮ ✐♥ ✇❤❛t
■ ❝❛❧❧❡❞ ✏t❤❡ s❡❝♦♥❞ s❝❡♥❡ ♦❢ t❤❡ ❧✐st❧❡ss r❡❝r❡❛t✐♦♥✑✳ ❉♦♥ ❇♦s❝♦ ❦❡❡♣s q✉✐❡t ❛s ✇❡❧❧✳ ❍❡
✐s ✐♠♣r❡ss❡❞ ❜② t❤❡ r❡❝r❡❛t✐♦♥ ❞❡s❝r✐❜❡❞ ❡❛r❧✐❡r✿ ❍❡ ✇❡♥t ♦♥ ✏❧♦♦❦✐♥❣ ❛t t❤❛t r❡❝r❡❛t✐♦♥
✇✐t❤ ❣r❡❛t ❞✐s♣❧❡❛s✉r❡✳✑ ◆♦ ♠❛tt❡r ❤♦✇ ♠✉❝❤ ✐♥s✐❣❤t ❤❡ ❤❛s ❛❝q✉✐r❡❞ ♦r ❤♦✇ ♠❛♥② ❣♦♦❞
♣✐❡❝❡s ♦❢ ❛❞✈✐❝❡ ❤❡ ❤❛s ❜❡❡♥ ❣✐✈❡♥✱ ❤❡ ❞♦❡s ♥♦t ❢❡❡❧ ✜♥❡ ❛t ❛❧❧✳ ❍❡ ✐s s✉❜❥❡❝t t♦ ❛ ✏❣r❡❛t
❞✐s♣❧❡❛s✉r❡✑✳ ❚❤❡ ❧❛tt❡r ✇♦r❞✐♥❣ ❝♦✉❧❞ ♣❡r❤❛♣s ❜❡ ❜❡tt❡r tr❛♥s❧❛t❡❞ ❛s ✏✐♥t❡♥s❡ s♦rr♦✇✑ ♦r
♣♦ss✐❜❧② ✏❞❡❡♣ s❛❞♥❡ss✑✳ ✏ ❉✐s♣✐❛❝❡r❡✑ ✐s ❛ s②♥♦♥②♠ ♦❢ ✏ r❛♠♠❛r✐❝♦✑ ✐♥ ✱ ❜✉t ✐ts ♥✉❛♥❝❡
❝❡rt❛✐♥❧② ❞♦❡s ♥♦t ❡①♣r❡ss ❧❡ss ♣❛✐♥✳✷✾✾ ❆s ❛ ❝♦♥s❡q✉❡♥❝❡ ♦❢ t❤✐s ♣s②❝❤✐❝ ❜✉r❞❡♥ ❤✐s
♣❤②s✐❝❛❧ t✐r❡❞♥❡ss ♦r ✏✇❡❛r✐♥❡ss✑ ❦❡❡♣s ✐♥❝r❡❛s✐♥❣✳
❆s ❤❡ ♠❡♥t✐♦♥s ❛♥ ✐♥❝r❡❛s✐♥❣ s❧❡❡♣✐♥❡ss t❤❡ ❡❞✐t♦r ❝❛♥ ❣♦ ❜❛❝❦ t♦ t❤❡ ✐♥✐t✐❛❧ s✐t✉❛t✐♦♥✱
✐♥ ✇❤✐❝❤ ❉♦♥ ❇♦s❝♦ ❧♦st ❤✐s ❝♦♥❝❡♥tr❛t✐♦♥ ❜② s❧❡❡♣✐♥❡ss ❞✉r✐♥❣ ❡✈❡♥✐♥❣ ♣r❛②❡r ❛♥❞ ✇❛s
tr♦✉❜❧❡❞ ❜② ❛❜s❡♥t✲♠✐♥❞❡❞♥❡ss✳ ❍❡ ❤❛s ❜❡❡♥ st❛♥❞✐♥❣ ✉♣ ❛♣♣❛r❡♥t❧② ❞✉r✐♥❣ ❛❧❧ t❤❡ t✐♠❡
♦❢ t❤❡ ❝♦♥✈❡rs❛t✐♦♥ ❛♥❞ ❜❡❝♦♠❡s ❛✇❛r❡ ♦❢ ❤✐s ✏st❛♥❞✐♥❣ ❜❡s✐❞❡ ❤✐s ❜❡❞✑ ♦♥❧② ✇❤❡♥ ❤❡
tr✐❡s t♦ s❤❛❦❡ ♦✛ t❤✐s s❧❡❡♣✐♥❡ss ❛♥❞ ❢❡❡❧s ❤✐s s✇♦❧❧❡♥ ❧❡❣s ✏❤✉rt✐♥❣ s♦ ♠✉❝❤ t❤❛t ❤❡ ❝♦✉❧❞
♥♦t st❛♥❞ ✉♣ ❛♥② ❧♦♥❣❡r✳✑
❉✉r✐♥❣ t❤❡ ✜rst ❤❛❧❢ ♦❢ ✶✽✽✹ t❤❡ ❝♦♥❢r❡r❡s ❤❛✈❡ ❜❡❡♥ ♠❛❦✐♥❣ ♠❡♥t✐♦♥ ♦❢ ❉♦♥ ❇♦s❝♦✬s
s✇♦❧❧❡♥ ❧❡❣s✳ ■t ❣♦❡s ✇✐t❤♦✉t s❛②✐♥❣ t❤❛t ❈❡r✐❛ ❛❧s♦ ♠❡♥t✐♦♥s ✐t ♦❢t❡♥ ✐♥ ✈♦❧✉♠❡ ❳❱■■ ♦❢
t❤❡ ▼❡♠♦r✐❡ ❇✐♦❣r❛✜❝❤❡ ❛s ❢♦r ❡①❛♠♣❧❡ ❞✉r✐♥❣ t❤❡ ♥✐❣❤t ♦❢ ❋❡❜r✉❛r② ✶✵✿ ✏❚❤❡ s✇❡❧❧✐♥❣s
✐♥ ❤✐s ❧❡❣s t❤❛t ❤❛❞ ♣❛✐♥❡❞ ❤✐♠ ❢♦r ②❡❛rs✱ ❤❛❞ ♥♦✇ ❛❧s♦ r❡❛❝❤❡❞ ✐♥ ❤✐s t❤✐❣❤s✳✑ ✏❍❡ ❤❛❞ ❛
✈✐♦❧❡♥t ❢❡✈❡r ❛tt❛❝❦ ♦♥ t❤❡ ✶✺t❤ ✳ ✳ ✳ ✑ ❇❡s✐❞❡s✱ ✏❤❡ ♣❛ss❡❞ ❡♥t✐r❡ ♥✐❣❤ts s❧❡❡♣❧❡ss✳✑ ✏❖♥ t❤❡
✶✼t❤ ❤❡ ❝♦♥❢❡ss❡❞ t♦ ❋❛t❤❡r ▲❡♠♦②♥❡ t❤❛t t❤❡ s✇❡❧❧✐♥❣ ✐♥ ❤✐s ❧❡❣s ❤❛❞ ❝❧✐♠❜❡❞ t♦ t❤❡ ♣✐t
♦❢ ❤✐s st♦♠❛❝❤ ✇❤❡r❡ ❤❡ ❤❛❞ ❛ r♦✉♥❞ s✇❡❧❧✐♥❣ t❤❡ s✐③❡ ♦❢ ❛♥ ❡❣❣✳✑ ✏❖♥ ❋❡❜r✉❛r② ✷✶✱ ✷✷
❛♥❞ ✷✸✱ ❉♦♥ ❇♦s❝♦ t♦♦❦ ✇❛❧❦s ✇✐t❤ ❣r❡❛t ❞✐✣❝✉❧t② ✇✐t❤ ❋❛t❤❡r ▲❡♠♦②♥❡✳✑ ✸✵✵ ❲❡ ♠✉st
✐♠❛❣✐♥❡ ❤✐♠ ❜❡✐♥❣ s✉♣♣♦rt❡❞ q✉✐t❡ ❝♦♥s✐❞❡r❛❜❧② ❜② ❤✐s s❡❝r❡t❛r②✳
❊❛r❧② ▼❛r❝❤ ❉♦♥ ❇♦s❝♦ ❧❡❢t ❢♦r ❋r❛♥❝❡ ❛❣❛✐♥st t❤❡ ❛❞✈✐❝❡ ♦❢ ❉r✳ ❆❧❜❡rt♦tt✐ ❛♥❞ ❤✐s
❝❧♦s❡st ❝♦❧❧❡❛❣✉❡s✳ ❊✈❡r②t❤✐♥❣ ✇❡♥t ♦✛ ❜❡tt❡r ❛♥❞ ♠♦r❡ s✉❝❝❡ss❢✉❧❧② t❤❛♥ ♠♦st ❤❛❞ ❢❡❛r❡❞
♦r ❡①♣❡❝t❡❞✳ ❖♥ ❤✐s ✇❛② ❜❛❝❦ ❡❛r❧② ❆♣r✐❧ ❤❡ ♣❛✐❞ ❛ ✈✐s✐t t♦ t❤❡ ❤♦✉s❡s ❛t t❤❡ ▲✐❣✉r✐❛♥
❝♦❛st✱ ❜✉t t❤❡♥ ❤❡ ❤❛❞ t♦ tr❛✈❡❧ ♦♥ ✐♠♠❡❞✐❛t❡❧② t♦ ❘♦♠❡✳ ✏❇✉t ✐♥ ✶✽✽✹✱ t❤❡ ❞✐✣❝✉❧t②
❤❡ ❤❛❞ ✇❛❧❦✐♥❣ ✐♥ ❛❞❞✐t✐♦♥ t♦ t❤❡ ♦t❤❡r ✐♥✜r♠✐t✐❡s ❢r♦♠ ✇❤✐❝❤ ❤❡ ✇❛s s✉✛❡r✐♥❣ ♦❜❧✐❣❡❞
✷✾✾■♥ t❤❡ ❈ ✈❡rs✐♦♥ ✐t r❡❛❞ ✏ ✈✐✈♦ r❛♠♠❛r✐❝♦❣r❡❛t s♦rr♦✇✱ ✜❡r❝❡ ❜✐tt❡r♥❡ss✈❡rs✉s ✏ ✈✐✈♦ ❞✐s♣✐❛❝❡r❡❣r❡❛t
❞✐s♣❧❡❛s✉r❡✱ ❣r❡❛t ❞✐s♠❛②✐♥ t❤❡ ❞❡✜♥✐t✐✈❡ ❡❞✐t✐♦♥ ❢♦r t❤❡ ❙❛❧❡s✐❛♥s ❛t ❱❛❧❞♦❝❝♦✳ ✭❈♦♥st✐t✉t✐♦♥s✳✳✳✱ ♣✳
✷✻✶✳✮ ■t ✐s ♥♦t ❡❛s② t♦ s❡♥s❡ ♦r r❡♥❞❡r t❤❡ ♥✉❛♥❝❡s ♦❢ t❤❡ s②♥♦♥②♠s✳
✸✵✵▼❇ ❳❱■■✱ ♣♣✳ ✷✼✱ ✸✵✱ ✸✷❀ ❊▼❇ ❳❱■■✱ ♣♣✳ ✶✷✱ ✶✺✱ ✶✻✳
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❤✐♠ t♦ ❞r❛st✐❝❛❧❧② ❧✐♠✐t ❤✐s s♦❝✐❛❧ ❝❛❧❧s✳✑ ✏❙♦ ♠❛♥② ❤❛r❞s❤✐♣s ❛♥❞ t❤❡ ❛❞❞✐t✐♦♥❛❧ ❜✉r❞❡♥
♦❢ ❜✐tt❡r ❞✐s❛♣♣♦✐♥t♠❡♥ts ❛❣❣r❛✈❛t❡❞ ❤✐s ♣❤②s✐❝❛❧ ✐♥✜r♠✐t✐❡s✳ ❍✐s ❧✐✈❡r ❛❝❤❡❞ ❛♥❞ ♦♥❡ ❡②❡
✇❛s ✐♥✢❛♠❡❞✳ ❖♥ ❆♣r✐❧ ✷✼ ❤❡ ❤❛❞ ❛♥ ❛tt❛❝❦ ♦❢ ❢❡✈❡r t❤❛t ❧❛st❡❞ t❤r❡❡ ❞❛②s✳ ❍❡ ❢❡❧t s♦
s✐❝❦ ♦♥❡ ♥✐❣❤t t❤❛t ❤❡ ❤❛❞ t♦ ❣❡t ♦✉t ♦❢ ❜❡❞✳ ❆♥❞ ❛t ❝❡rt❛✐♥ ❤♦✉rs ♦❢ t❤❡ ❞❛② ❤❡ ✇❛s
✉tt❡r❧② t✐r❡❞ t♦ t❤❡ ♣♦✐♥t ♦❢ ❡①❤❛✉st✐♦♥✳✑ ✸✵✶
❲❤❡♥ ❤❡ ✇❛s ❡✈❡♥t✉❛❧❧② ❛❧❧♦✇❡❞ t♦ ♠❡❡t t❤❡ ♣♦♣❡ ❛t ❛♥ ❛✉❞✐❡♥❝❡ ♦♥ ▼❛② ✾✱ ✏❉♦♥
❇♦s❝♦ ❦♥❡❧t ❞♦✇♥ ❛♥❞ ❦✐ss❡❞ t❤❡ ♣♦♣❡✬s ❢♦♦t✱ t❤❡♥ ❛s❦❡❞ ✐❢ ❤❡ ♠✐❣❤t r❡♠❛✐♥ st❛♥❞✐♥❣✱
s✐♥❝❡ ❤❡ ❝♦✉❧❞ ♥♦t r❡♠❛✐♥ ♦♥ ❤✐s ❦♥❡❡s✳✑ ❚❤❡ ♣♦♣❡ ♠✉st ❤❛✈❡ r❡❛❝t❡❞ t♦ t❤❛t✿ ✏❉♦ ♥♦t
st❛♥❞✱ ❜✉t s✐t✑ ❛♥❞ ❤❡ ✐s s❛✐❞ t♦ ❤❛✈❡ ✏♠♦t✐♦♥❡❞ ❇✐s❤♦♣ ▼❛❝❝❤✐ ❢♦r ❛ ❝❤❛✐r t♦ ❜❡ ❜r♦✉❣❤t
❢♦r✇❛r❞✳✑ ✸✵✷
■t ✐s ✐♠♣♦ss✐❜❧❡✱ ❤♦✇❡✈❡r✱ t♦ s❛② ❤♦✇ ❧♦♥❣ ❤✐s ❛❜s❡♥t✲♠✐♥❞❡❞♥❡ss ❧❛st❡❞ t❤❛t ❡✈❡♥✐♥❣
✐♥ ▼❛②✳ ❲❡ ❦♥♦✇ s✉❝❤ ❛ t❤✐♥❣ ♥❡❡❞ ♥♦t ❧❛st ❧♦♥❣✳ ❘❡❛❧ t✐♠❡ ♠❛② ❤❛✈❡ ❜❡❡♥ ✈❡r② s❤♦rt ✐♥
❝♦♥tr❛st ✇✐t❤ t❤❡ ♣s②❝❤♦❧♦❣✐❝❛❧ ♣❡r❝❡♣t✐♦♥✳ ■♥ ❛❣r❡❡♠❡♥t ✇✐t❤ ❤✐s ❧❛r❣❡ ❡❞✐t♦r✐❛❧ ❜♦❛r❞
●✳❇✳ ▲❡♠♦②♥❡ ❝❤♦s❡ r❡❛❧ t✐♠❡ ✉s✐♥❣ t❤❡ s❡♥t❡♥❝❡ ✏■t ❤❛❞ ❛❧r❡❛❞② ❜❡❝♦♠❡ ✈❡r② ❧❛t❡✑✳ ❙♦
❤❡ ❝♦✉❧❞ ❧❡❛✈❡ ✐t t♦ ❉♦♥ ❇♦s❝♦ t♦ ❞❡❝✐❞❡ t♦ ❣♦ t♦ ❜❡❞ ✇✐t❤♦✉t t❤✐♥❦✐♥❣ ♦❢ ❛♥♦t❤❡r ❛tt❡♠♣t
❛t ♣r❛②✐♥❣ ❛tt❡♥t✐✈❡❧②✳ ❖♥ t❤❡ ♦t❤❡r ❤❛♥❞ ❤❡ ❞✐❞ ♥♦t ❧❡t ❉♦♥ ❇♦s❝♦ t♦ ❞♦ s♦ ✇✐t❤♦✉t
✜❣❧✐✉♦❧✐ r❡s♦❧✈✐♥❣ r❡s♦❧✉t❡❧②✿ ✏t♦ ✇r✐t❡ t❤❡s❡ ❧✐♥❡s t♦ ♠② s♦♥s ❬
❪✑✳ ❚❤❡ ✇❤♦❧❡ s❡♥t❡♥❝❡ ✐♥
✐s ✐♥t❡r❡st✐♥❣ ❜❡❝❛✉s❡ ✐t ❝♦♥❝❡r♥s t❤❡ ♣❤r❛s❡ ✇❤✐❝❤ ▲❡♠♦②♥❡ ❤❛❞ ✇r✐tt❡♥ ❛t t❤❡ st❛rt✿
✏❋♦r t❤❛t r❡❛s♦♥ ■ ✇♦✉❧❞ ❤❛✈❡ ❧✐❦❡❞ t♦ ✇r✐t❡ t❤❡s❡ ❢❡✇ ❧✐♥❡s t♦ ②♦✉ ❛ ✇❡❡❦ ❛❣♦✳✑ ■♥
t❤✐s ✇❛② t❤❡ ✇r✐t✐♥❣ ❤❛s ❝♦♠❡ ❢✉❧❧ ❝✐r❝❧❡ ✐♥ ✐ts ❧✐t❡r❛r② ✇❛②✳
❆t ✜rst s✐❣❤t t❤❡ ❞❡s❝r✐♣t✐♦♥ ♦❢ ❝♦♠✐♥❣ r♦✉♥❞ ❞✐✛❡rs ❧✐tt❧❡ ❢r♦♠ t❤❡ ❈ ✈❡rs✐♦♥ ❛♥❞ t❤❡
♦r✐❣✐♥❛❧ ❡♥❞ ♦❢ t❤❡ ❧❡tt❡r t♦ t❤❡ ❜♦②s✳ ❍♦✇❡✈❡r✱ ❛♣❛rt ❢r♦♠ t❤❡ ❛❜♦✈❡ ♠❡♥t✐♦♥❡❞ s✉❜st✐✲
t✉t✐♦♥ ♦❢ t❤❡ ✇♦r❞ ✏ r❛♠♠❛r✐❝♦❬❞❡❥❡❝t✐♦♥✱ ❜✐tt❡r♥❡ss❪ ✐♥ ❜② ✏ ❞✐s♣✐❛❝❡r❡✑ ❬❞✐s♣❧❡❛s✉r❡✱
❉ ♦ ♠✐❡✐ s❛❞❡ss❪ ✐♥ ❛♥❞ t❤❡ ❞✐✛❡r❡♥t ✇♦r❞✐♥❣ ✏t♦ ✇r✐t❡ t❤❡s❡ ❧✐♥❡s t♦ ②♦✉✱ ♠② ❞❡❛r s♦♥s ❬
❝❛r✐ ❈ ❪✑ ✐♥ ✱ t❤❡r❡ ❛r❡ ♠♦r❡ ✐♠♣♦rt❛♥t ❞✐✛❡r❡♥❝❡s✱ ❛❧s♦ ✐♥ ❝♦♠♣❛r✐s♦♥ ✇✐t❤ t❤❡ ❧❡tt❡r t♦
t❤❡ ❜♦②s✳
■♥ t❤❡ ❧❡tt❡r t♦ t❤❡ ❜♦②s ❢♦r ❡①❛♠♣❧❡✱ str♦♥❣ ❢❡❡❧✐♥❣s ❛s ❛ r❡❛❝t✐♦♥ t♦ t❤❡ ❝♦♥t✐♥✉❛t✐♦♥
♦❢ ❧♦♦❦✐♥❣ ♦♥ ❛r❡ ♥♦t ♠❡♥t✐♦♥❡❞✳ ❚♦ ❣♦ ♦♥ ❧♦♦❦✐♥❣ ✐s ♥♦t ❡✈❡♥ ♠❡♥t✐♦♥❡❞ ❛t ❛❧❧✳ ❉♦♥
❇♦s❝♦ ✏❢❡❧t ❤✐s ✇❡❛r✐♥❡ss ✐♥❝r❡❛s✐♥❣ ❣r❛❞✉❛❧❧② ✇❤❡r❡❛s ❤✐s ❢r✐❡♥❞ ✇❛s t❛❧❦✐♥❣✳✑ ■t ❧♦♦❦s
❛s ✐❢ ❤❡ ❤❛s ❜❡❡♥ ❛✇❛r❡ ♦❢ t❤✐s ❡✈❡r ❣r♦✇✐♥❣ t✐r❡❞♥❡ss ❛❧❧ t❤❡ t✐♠❡✳ ■t ❧♦♦❦s ❛s ✐❢ ❤❡ ❤❛s
♥♦t ❝♦♠♣❧❡t❡❧② ❜❡❡♥ ❛❜❞✉❝t❡❞ ♦r ♥✉♠❜❡❞ ❜② ❛ ❞✐str❛❝t✐♦♥✳ ❚❤✐s ♣♦ss✐❜✐❧✐t② ❝♦♥❢♦r♠s
✇✐t❤ t❤❡ ❢✉❧❧ ❡❧❛❜♦r❛t✐♦♥ ♦❢ t❤❡ ❧❡tt❡r t♦ t❤❡ ❜♦②s✳ ❇② t❤❡ ✇❛②✱ ✐♥ t❤❛t ❧❡tt❡r ▲❡♠♦②♥❡
❞✐❞ ♥♦t ✉s❡ t❤❡ ✇♦r❞ ✏❞r❡❛♠✑✳ ❚❤❛t ✇✐❧❧ ❜❡ ❞✐✛❡r❡♥t s♦♦♥ ✐♥ t❤❡ ❝♦♠❜✐♥❡❞ ♦r ✉♥✐t❡❞
✈❡rs✐♦♥✳ ■♥ t❤❡ ❧❛tt❡r ❡❞✐t✐♦♥ ❉♦♥ ❇♦s❝♦ ❢❡❡❧s t❤❡ ✇❡❛r✐♥❡ss ❣♦✐♥❣ ❝r❡s❝❡♥❞♦ ♦♥❧② ❛t t❤❡
❡♥❞✳ ❚❤❛t ✇❛s ✇❤❡♥ ❇✉③③❡tt✐ ✏st♦♣♣❡❞ t❛❧❦✐♥❣✑ ❛♥❞ ❉♦♥ ❇♦s❝♦ ✇❛s st❛r✐♥❣ ✈❡r② s❛❞❧②
❛t t❤❡ s✐t✉❛t✐♦♥ ✐♥ t❤❡ ♣❧❛②❣r♦✉♥❞✳
❊♠♣❤❛s✐s ♦♥ t✐r❡❞♥❡ss ✐s ❛ ✈❡r② ♥❛t✉r❛❧ t❤✐♥❣ ❤❡r❡✳ ❉♦♥ ❇♦s❝♦ ❤❛❞ ❛❧r❡❛❞② ♠❡♥t✐♦♥❡❞
✐t ✇✐t❤ t❤❡ ✜rst s✉❣❣❡st✐♦♥s ✐♥ ♠❛♥✉s❝r✐♣t ✳ ✷✹✱ ❛t ❤❡ ❜♦tt♦♠ ♦❢ ❝♦❧✉♠♥ ❆❍❡ ♠✉st ❤❛✈❡
❜❡❡♥ t✐r❡❞✱ ♥❛② ♦✈❡rt✐r❡❞ ❛❢t❡r ❤✐s tr✐♣ t♦ ❋r❛♥❝❡ ❛♥❞ t❤❡ t❡♥s✐♦♥s ✐♥ ❘♦♠❡ ✐♥ ❋❡❜r✉❛r②✳
❚❤✐s ✐s ♣r♦✈❡❞ ❜② ❛♥ ✐♥❝✐❞❡♥t t❤❛t t♦♦❦ ♣❧❛❝❡ ♦♥ ❤✐s r❡t✉r♥ t♦ ❚✉r✐♥ ✐♥ ▼❛② ✶✽✽✹✳ ✏❖♥
✸✵✶▼❇ ❳❱■■✱ ♣♣✳ ✽✵✱ ✽✾❀ ❊▼❇ ❳❱■■✱ ♣♣✳ ✺✾✲✻✵✱ ✻✼✳ ❈❢✳ ✐♥ t❤❡ ✜rst ❝❤❛♣t❡r ♦❢ t❤✐s st✉❞② ❢♦♦t♥♦t❡s ✶✵✵✱
✶✵✺ ❛♥❞ ✐♥ t❤✐s ❝❤❛♣t❡r ❢♦♦t♥♦t❡s ✸✵✲✸✷✳
✸✵✷▼❇ ❳❱■■✱ ♣✳ ✾✼❀ ❊▼❇ ❳❱■■✱ ♣✳ ✼✻✲✼✼✳
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❤✐s r❡t✉r♥ ❢r♦♠ ❘♦♠❡ ♦♥ ▼❛② ✶✹ ✶✽✽✹ ❉♦♥ ❇♦s❝♦ ❤❛❞ ❛ st♦♣♦✈❡r ♦❢ s♦♠❡ ❢♦✉r ❤♦✉rs ❛t
t❤❡ st❛t✐♦♥ ♦❢ ❖rt❡✳ ■t ✇❛s ❧❛t❡✱ ❛❜♦✉t ✶✵ P✳▼✳✱ ❛♥❞ ❉♦♥ ❇♦s❝♦ tr✐❡❞ ✇✐t❤♦✉t s✉❝❝❡ss t♦
❞♦③❡ ♦♥ ❛ ✇❛✐t✐♥❣✲r♦♦♠ ❜❡♥❝❤✳✑ ■♥ t❤✐s ❝♦♥❞✐t✐♦♥ ❤❡ s✉❞❞❡♥❧② ✏s❛✇✑ ▲♦✉✐s ❬❈♦❧❧❡❪ t✉r♥✐♥❣
✉♣✳ ✏❉♦♥ ❇♦s❝♦ ✇❛❧❦❡❞ ✉♣ t♦ ❤✐♠✳✑ ❆♠♦♥❣ ♦t❤❡r t❤✐♥❣s ❤❡ s❛✐❞ t♦ t❤❡ ✏❛♣♣❡❛r✐♥❣✑ ❜♦②✿
✏■ ❛♠ t✐r❡❞ ❛♥❞ ✐♥ ♣♦♦r ❤❡❛❧t❤✳✑ ❚❤❡ st❛t❡ ♦❢ ❝♦♥❢✉s✐♦♥ ❞✐❞ ♥♦t ❛♣♣❡❛r ❧❡ss str✐❦✐♥❣ ❢r♦♠
❤✐s q✉❡st✐♦♥s ❛❞❞r❡ss❡❞ ❛t t❤❡ ❝❤✐❡❢ ❝♦♥❞✉❝t♦r✳ ❊✈❡♥ ❋r ▲❡♠♦②♥❡ ✇❛s ♣❡r♣❧❡①❡❞✳✸✵✸ ■t ✐s
❝❧❡❛r ❉♦♥ ❇♦s❝♦ t❤❡♥ ✇❛s ❛ ✈✐❝t✐♠ ♦❢ ❛ ❤❛❧❧✉❝✐♥❛t✐♦♥ ✐♥ s✉❝❤ ❛ str❡ss❢✉❧ ❛♥❞ ❡①❤❛✉st✐♥❣
s✐t✉❛t✐♦♥✳
❆t t❤❡ ❡♥❞ ♦❢ t❤❡ r❡❛❞✐♥❣ ♦❢ t❤❡ ❧❡tt❡r ❜② ❋r ❘✉❛ t❤❡ ❜♦②s ❧✐st❡♥✐♥❣ ♠✉st ❤❛✈❡ ❡①✲
♣❡r✐❡♥❝❡❞ t❤❡ ✐♥❝r❡❛s✐♥❣ t✐r❡❞♥❡ss ❛♥❞ t❤❡ ♣❛✐♥ ✐♥ t❤❡ ❧❡❣s ❛s q✉✐t❡ ♥❛t✉r❛❧ ❝❛✉s❡s ♦❢
❛❜s❡♥t✲♠✐♥❞❡❞♥❡ss ♦r ❞♦③✐♥❣ ♦✛ ✇❤✐❧❡ st❛♥❞✐♥❣ ✉♣✳ ❚❤❡ ❣❡♥❡r❛t✐♦♥ ♦❢ ②♦✉♥❣st❡rs ✇❤♦
❛tt❡♥❞❡❞ ❝❧❛ss❡s ❛t s❝❤♦♦❧ ✐♥ ❱❛❧❞♦❝❝♦ ✐♥ ✶✽✽✹✱ ✇❛s ♥♦t ❢❛♠✐❧✐❛r ✇✐t❤ t❤❡ s♦rt ♦❢ ❡✈❡♥✐♥❣
❛❞❞r❡ss❡s ✐♥ ✇❤✐❝❤ ❉♦♥ ❇♦s❝♦ ♠❛❞❡ ✉s❡ ♦❢ ❞r❡❛♠s✳ ❚❤❡② ✇❡r❡ ❡✈✐❞❡♥t❧② ♥♦t ❢❛♠✐❧✐❛r
❡✐t❤❡r ✇✐t❤ t❤❡ s✉❜t❧❡ ❤✐♥ts ✐♥ t❤❡ ❧❡tt❡r ♦❢ ▼❛② ✶✵ ✶✽✽✹ ✇❤❡r❡ t❤❡ ❡❞✐t♦r s✉❣❣❡st❡❞ ✐t
✇❛s ❛❜♦✉t ❛ ❞r❡❛♠✳ ❆❝❝♦r❞✐♥❣ t♦ t❤❡ ❞❛t❛ ♦❢ t❤❡ ▼❡♠♦r✐❡ ❇✐♦❣r❛✜❝❤❡ t❤❡ ❧❛st ❞r❡❛♠
❉♦♥ ❇♦s❝♦ ♥❛rr❛t❡❞ ❢♦r t❤❡ ❜♦②s✱ ✇❡♥t ❜❛❝❦ t♦ ❖❝t♦❜❡r ✷✹ ✶✽✼✽✳ ■t ✇❛s t❤❡ s♦✲❝❛❧❧❡❞
❞r❡❛♠ ❛❜♦✉t t❤❡ ❝♦♥s❡q✉❡♥❝❡s ♦❢ t❤❡ ❤♦❧✐❞❛②s✳ ❍❡ ✐♥tr♦❞✉❝❡❞ ✐t ❛s ❢♦❧❧♦✇s✿ ✏❨♦✉ ❛❧❧
❦♥♦✇ t❤❛t ❞r❡❛♠s ❝♦♠❡ ✐♥ s❧❡❡♣ ❛♥❞ ❞♦♥✬t ❤❛✈❡ t♦ ❜❡ ❜❡❧✐❡✈❡❞✳ ❍♦✇❡✈❡r✱ ❥✉st ❛s t❤❡r❡
✐s ♥♦t❤✐♥❣ ✇r♦♥❣ ✐♥ ❞✐s❜❡❧✐❡✈✐♥❣ t❤❡♠✱ s♦♠❡t✐♠❡s t❤❡r❡ ✐s ♥♦ ❤❛r♠ ✐♥ ❜❡❧✐❡✈✐♥❣ t❤❡♠✱
❛♥❞ t❤❡② ❝❛♥ t❡❛❝❤ t❤✐♥❣s✳ ❙♦✱ t♦♦✱ t❤✐s ❞r❡❛♠✳✑ ❆♥❞ ❤❡ ❝♦♥❝❧✉❞❡❞✿ ✏❆♥❞ t❤✐s ✇❛s ♠②
❞r❡❛♠✳ ❊✈❡♥ t❤♦✉❣❤ ✐t ✐s ♦♥❧② ❛ ❞r❡❛♠✱ ✐t ❝❛rr✐❡s ❛ ♠❡ss❛❣❡ ✇❤✐❝❤ ✇✐❧❧ ♥♦t ❤❛r♠ t❤♦s❡
✇❤♦ ❛❝❝❡♣t ✐t✳✑ ✸✵✹ ❚❤❡ ②♦✉♥❣ ❧✐st❡♥❡rs ✐♥ ✶✽✼✽ ❜❡❧♦♥❣❡❞ t♦ ❛ ❧♦♥❣ r♦✇ ♦❢ ❣❡♥❡r❛t✐♦♥s ✇❤♦
✉s❡❞ t♦ ❧✐st❡♥ t♦ ❉♦♥ ❇♦s❝♦✬s ✏❞r❡❛♠s✑✳ ❆s ✇❛s ♦❢t❡♥ t❤❡ ❝❛s❡ ✐♥ t❤❡ ♣❛st✱ ✐♥tr♦❞✉❝t✐♦♥
❛♥❞ ❝♦♥❝❧✉s✐♦♥ ❛♣♣❡❛r❡❞ t♦ ❜❡ ❡①♣❧✐❝✐t ❛♥❞ ♣✉t t❤✐♥❣s ✐♥t♦ ♣❡rs♣❡❝t✐✈❡ ❛❧s♦ ✐♥ ✶✽✼✽✳ ◆♦t
t❤❡ ✇❛② t❤❡ ♠❡ss❛❣❡ ✇❛s ✇♦r❞❡❞✱ ❜✉t t❤❡ ✏✐♥str✉❝t✐♦♥✑ ✐ts❡❧❢ ✇❛s ♠♦st ✐♠♣♦rt❛♥t✳
❚❤❡ s✐t✉❛t✐♦♥ ✇❛s ❝♦♠♣❧❡t❡❧② ❞✐✛❡r❡♥t ❢♦r t❤❡ ❙❛❧❡s✐❛♥s✳ ❆s ♠❡♠❜❡rs ♦❢ t❤❡ ❙✉♣❡r✐♦r
❈❤❛♣t❡r✱ ♥♦✈✐❝❡s ♦r ❝♦♥❢r❡r❡s t❤❡② ❤❛❞ ❜❡❡♥ ❧✐st❡♥✐♥❣ ❝♦♥t✐♥✉♦✉s❧② t♦ ❉♦♥ ❇♦s❝♦✬s ❞r❡❛♠
❛❝❝♦✉♥ts ❢♦r ②❡❛rs✳ ❚❤❡② ✇♦✉❧❞ ❤❛✈❡ q✉✐❝❦❧② ✉♥❞❡rst♦♦❞ t❤❛t ✐t ✇❛s ❛❧❧ ❛❜♦✉t ❛ ❞r❡❛♠
❛❧t❤♦✉❣❤ ▲❡♠♦②♥❡ ❤❛❞ ♣✉t ❛ ✜♥❡ ❇♦tt✐❝❡❧❧✐ ❢❛❜r✐❝ ♦♥ ❤✐s ✬♣❛✐♥t✐♥❣✬ ♦❢ t❤✐s ✈❡rs✐♦♥ ✐♥ t❤✐s
♣❛rt✐❝✉❧❛r ❝❛s❡✳ ■t ✇❛s ✉s✉❛❧❧② ♦❜✈✐♦✉s t❤❛t ❉♦♥ ❇♦s❝♦✬s ✐♥s♣✐r❛t✐♦♥ ❢♦r ♠♦r❛❧✐③✐♥❣ st♦r✐❡s
✇❛s ❞r❡ss❡❞ ✉♣ ❛s ❛ ♥✐❣❤t❧② ❞r❡❛♠✳✸✵✺
✸✵✸▼❇ ❳❱✱ ♣♣✳ ✾✵✲✾✶❀ ❊▼❇ ❳❱✱ ✻✾✳ ❈❢✳ ▼❇ ❳❱■■✱ ♣♣✳ ✶✶✾✲✶✷✵❀ ❊▼❇ ❳❱■■✱ ♣✳ ✾✾✳
✸✵✹▼❇ ❳■■■✱ ♣♣✳ ✼✻✶✲✼✻✹❀ ❊▼❇ ❳❱✱ ♣✳ ✺✽✺ ❛♥❞ ♣✳ ✺✽✼✳
✸✵✺❉♦♥ ❇♦s❝♦ ❤✐♠s❡❧❢ s♦♠❡t✐♠❡s ♦♣❡r❛t❡❞ ✐♥ ❜♦t❤ ❛ ❝♦♥❝❡❛❧✐♥❣ ❛♥❞ r❡✈❡❛❧✐♥❣ ✇❛②✳
❆♥ ❡①❛♠♣❧❡✿
✏❋♦r
s♦♠❡ ❞❛②s ♥♦✇ ■ ❤❛✈❡ ❜❡❡♥ t❤✐♥❦✐♥❣ ❛❜♦✉t ❛ ②❡❛r ♠♦tt♦ ❢♦r ②♦✉✱ ♠② ❞❡❛r ❜♦②s✳ ❇✉t ✉♥t✐❧ ❧❛st ♥✐❣❤t✱
♥♦ ♠❛tt❡r ❤♦✇ ♠✉❝❤ ■ r❛❝❦❡❞ ♠② ❜r❛✐♥s✱ ■ ❝♦✉❧❞ t❤✐♥❦ ♦❢ ♥♦t❤✐♥❣ ✇♦rt❤✇❤✐❧❡✳ ❊✈❡♥ ❧❛st ♥✐❣❤t✱ ❛❢t❡r
❣♦✐♥❣ t♦ ❜❡❞✱ ■ ❦❡♣t ✇♦♥❞❡r✐♥❣ ✇❤❛t t♦ t❡❧❧ ②♦✉ ❢♦r t❤❡ ♥❡✇ ②❡❛r ❬✶✽✻✽❪✱ ❛♥❞ ❢♦r t❤❡ ❧✐❢❡ ♦❢ ♠❡ ■
❝♦✉❧❞♥✬t t❤✐♥❦ ♦❢ ❛ t❤✐♥❣✳ ❆❢t❡r ❛ ❧♦♥❣ ✇❤✐❧❡ ✇♦rr②✐♥❣ ❛❜♦✉t ✐t✱ ■ ✜♥❛❧❧② ❢❡❧❧ ✐♥ ❛ t✇✐❧✐❣❤t s❧❡❡♣✱ t❤❛t
♠✐❞❞❧❡ st❛❣❡ ✐♥ ✇❤✐❝❤ ♦♥❡ ❝❛♥ st✐❧❧ ❤❡❛r ❛♥❞ ❡✈❡♥ r❡♣❧② ✐❢ ❛❞❞r❡ss❡❞✳ ■♥ s✉❝❤ ❛ st❛t❡✱ t❤❡♥✱ ■ ❜❡❣❛♥
t♦ ❞r❡❛♠✱ t❤♦✉❣❤ ■ ✇❛s♥✬t r❡❛❧❧② ❞r❡❛♠✐♥❣✳ ■ s❡❡♠❡❞ t♦ ❜❡ ✐♥ ♠② ♦✇♥ r♦♦♠✳ ❬❚❤✐s ✐s ❛ r❛t❤❡r ❧✐t❡r❛❧
tr❛♥s❧❛t✐♦♥✿ ✏■t ✇❛s ❛ ♠♦♠❡♥t ✐♥ ✇❤✐❝❤ ♦♥❡ ❝❛♥ ❤❡❛r ❛♥❞ ♦♥❡ ✐s q✉❛s✐ ❝♦♥s❝✐♦✉s✳ ■t ✇❛s ❛ st❛t❡ ♦❢
s❧❡❡♣✐♥❣ ✐♥ ✇❤✐❝❤ ♦♥❡ ❝❛♥ ❦♥♦✇ ✇❤❛t ♦♥❡ ❞♦❡s✱ ❤❡❛r ✇❤❛t ♦♥❡ s❛②s ❛♥❞ ❛♥s✇❡r ✐❢ ❛s❦❡❞ ❛ q✉❡st✐♦♥✳ ■♥
s✉❝❤ ❛ st❛t❡ ■ ❣♦t ♦✈❡r✇❤❡❧♠❡❞ ❜② t❤❡ ♣♦✇❡r ♦❢ ❛ ❞r❡❛♠✱ t❤♦✉❣❤ ✐t ✇❛s♥✬t r❡❛❧❧② ❛ ❞r❡❛♠✳ ■ s❡❡♠❡❞
t♦ ❜❡ st✐❧❧ ✐♥ ♠② ♦✇♥ r♦♦♠✳✑ ❪ ✭▼❇ ■❳✱ ♣✳ ✶✶❀ ❊▼❇ ■❳✱ ♣✳ ✻✮✳
✶✻✻

17.7 Page 167

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■♥ t❤❡ t❤r❡❡ ✈❡rs✐♦♥s t❤❡r❡ ✐s ❝❧❡❛r❧② ❛ ❞✐✛❡r❡♥t ❛tt✐t✉❞❡ ✈✐s✲à✲✈✐s ❇✉③③❡tt✐✳
■♥ t❤❡ ❧❡tt❡r t♦ t❤❡ ❜♦②s ❉♦♥ ❇♦s❝♦ ❝❛❧❧s ❤✐♠ ✏t❤❡ ❢r✐❡♥❞✑ ❬✏♠② ❢r✐❡♥❞✑ ❪ ♠♦st ❝♦r❞✐❛❧❧② ❛♥❞
✐♥ ❛ ♠♦st ❛♣♣r❡❝✐❛t✐♥❣ ✇❛②✳ ▼❛♥✉s❝r✐♣t s❤♦✇s t❤❡ ❣r❡❛t❡st ❞✐st❛♥❝❡✿ ✏❆s t❤❡ ♦t❤❡r
♦♥❡ st♦♣♣❡❞ t❛❧❦✐♥❣✳✑ ■t ❜❡❝❛♠❡ ❧❡ss ❛❧♦♦❢✱ ❜✉t q✉✐t❡ ❝♦♦❧ ✐♥ ✿ ✏▼② ♣❛st ♣✉♣✐❧ ✜♥✐s❤❡❞
s♣❡❛❦✐♥❣✳✑ ❚❤❡ ❛✉t❤♦r ♠✉st ❤❛✈❡ ❤❛❞ r❡❛s♦♥s ❢♦r t❤✐s✳ ❚❤❡s❡ ❝❛♥♥♦t ❜❡ ❞❡r✐✈❡❞ ❢r♦♠ t❤❡
t❡①t t❤♦✉❣❤✳
❲❡ ❝❛♥ st❛t❡ st✐❧❧ t❤❛t ❦✐♥❞♥❡ss ❛♥❞ ❝♦♥✜❞❡♥t✐❛❧✐t② ✇❡r❡ ♠❛✐♥t❛✐♥❡❞ t❤r♦✉❣❤♦✉t t❤❡
❝♦♠♣❧❡t❡ ❧❡tt❡r t♦ t❤❡ ❜♦②s✳ ❚❤✐s ❡✛❡❝t ✇❛s ❛❝❤✐❡✈❡❞ ♥♦t ♦♥❧② ❜② ❉♦♥ ❇♦s❝♦✬s r❡♣❡t✐t✐♦♥
♦❢ ❛ t②♣✐❝❛❧ ❞❡t❛✐❧✱ ❜✉t ❛❧s♦ ❜② t❤❡ t❡r♠ ✏❢r✐❡♥❞✑✳ ❲❡ r❡❛❞ ❛t t❤❡ st❛rt ❢♦r ❡①❛♠♣❧❡✿
✏❆t t❤❛t ♠♦♠❡♥t ♠② ♦t❤❡r ♣❛st ♣✉♣✐❧✱ ✇❤♦ ❤❛❞ ❛ ✈❡r② ✇❤✐t❡ ❜❡❛r❞✱ ❝❛♠❡ ✉♣ t♦ ♠❡✳✑
❚❤✐s ❝♦♥t✐♥✉❡s✳ ❲❤❡♥ t❤❡ ❞❡s❝r✐♣t✐♦♥ ♦❢ t❤❡ s❝❡♥❡ ✐♥ t❤❡ ♣❧❛②❣r♦✉♥❞ ✇❛s ✜♥✐s❤❡❞✱
❉♦♥ ❇♦s❝♦ r❡❛❝t❡❞✿ ✏❚❤❡♥ ■ ❛s❦❡❞ ♠② ❢r✐❡♥❞ ✇✐t❤ t❤❡ ✇❤✐t❡ ❜❡❛r❞✳✑ ▲❛t❡r ✇❤❡♥
❉♦♥ ❇♦s❝♦ ♦♣♣♦s❡❞ ❇✉③③❡tt✐✿ ✏❙t✐❧❧✱ ♠② ❞❡❛r✱ ❞♦♥✬t ②♦✉ s❡❡✳ ✳ ✳ ❄✑ ✷✽❙t✐❧❧ ❢✉rt❤❡r ✐♥ t❤❡
❝♦♥✈❡rs❛t✐♦♥ ✐♥ ♦r❞❡r t♦ ✐♥tr♦❞✉❝❡ t❤❡ r❡❝♦♠♠❡♥❞❛t✐♦♥s ❢♦r t❤❡ ♦♥❝♦♠✐♥❣ ❢❡❛st ♦❢ ▼❛r②
❍❡❧♣ ♦❢ ❈❤r✐st✐❛♥s✿ ✏■♥ ✜♥✐s❤✐♥❣ ■ ❛s❦❡❞ t❤✐s ❢r✐❡♥❞ ♦❢ ♠✐♥❡✳✑ ✸✵❆♥❞ ✜♥❛❧❧②✿ ✏❲❤❡r❡❛s
t❤❡ ❬♠②❪ ❢r✐❡♥❞ ✇❛s t❛❧❦✐♥❣✳✑ ✸✶✱ ♠❛♥✉s❝r✐♣t
■t r❡❛❞s ♠✉❝❤ ♠♦r❡ ♠❛tt❡r ♦❢ ❢❛❝t❧② ✐♥ ♠❛♥✉s❝r✐♣t
❢r♦♠ ❇✉③③❡tt✐✬s ❛♣♣❡❛r❛♥❝❡
♦♥✇❛r❞s✿ ✏❆t t❤❛t ♠♦♠❡♥t t❤❡ ♦t❤❡r ♣❛st ♣✉♣✐❧ ♦❢ t❤❡ ❖r❛t♦r② ❝❛♠❡ ✉♣ t♦ ♠❡✳✑ ❆♥❞
✐t ❢✉rt❤❡r r❡♠❛✐♥s ✐♥ t❤❛t r❡❣✐st❡r✳ ❆❢t❡r t❤❡ ❞❡s❝r✐♣t✐♦♥ ♦❢ t❤❡ r❡❝r❡❛t✐♦♥ ❡✈❡♥t ✐t ❣♦❡s
❛s ❢♦❧❧♦✇s✿ ✏❍❛✈❡ ②♦✉ s❡❡♥ ②♦✉r ❜♦②s❄✑ ✕ s❛✐❞ t❤❛t ♣❛st ♣✉♣✐❧✳✑ ❆♥❞ ✜♥❛❧❧②✿ ✏❲❤❡r❡❛s
t❤❡ ♦t❤❡r ♦♥❡ st♦♣♣❡❞ t❛❧❦✐♥❣✳✑ ✷✹❖♥❧② ✐♥ ❜❡t✇❡❡♥ ✐t r❡❛❞s ♦♥❝❡✿ ✏❚❤❡♥ t❤❛t ❢r✐❡♥❞
r❡s✉♠❡❞✳✑ ✶✺❬❚❤✐s s✉❜st✐t✉t❡❞ t❤❡ s❡♥t❡♥❝❡ ✐♥ ✿ ✏❆♥❞ t❤❡ ♦t❤❡r ♦♥❡ r❡s✉♠❡❞✑✳❪
❈ ❑ ❚❤❡ ❡❧❛❜♦r❛t✐♦♥ ❢♦r t❤❡ ❙❛❧❡s✐❛♥s ❝❛♥ ❜❡ s✐t✉❛t❡❞ ❜❡t✇❡❡♥
❛♥❞ ✳ ❆t ✜rst ✐t ✐s
❥♦✈✐❛❧ ❛♥❞ ❢❛♠✐❧✐❛r ✇❤❡♥ ❇✉③③❡tt✐ ✐s ✐♥tr♦❞✉❝❡❞✿ ✏❆t t❤❛t ♠♦♠❡♥t ♠② ♦t❤❡r ♣❛st ♣✉♣✐❧✱
✇❤♦ ❤❛❞ ❛ ✈❡r② ✇❤✐t❡ ❜❡❛r❞✱ ❝❛♠❡ ✉♣ t♦ ♠❡✳✑ ❍♦✇❡✈❡r✱ ✐t ❜❡❝♦♠❡s ♠❛tt❡r ♦❢ ❢❛❝t
❛❢t❡r✇❛r❞s✿ ✏❍❛✈❡ ②♦✉ s❡❡♥ ②♦✉r ❜♦②s❄ t❤❛t ❢♦r♠❡r ♣✉♣✐❧ ❛s❦❡❞ ♠❡✳✑ ❆ ❜✐t ❢✉rt❤❡r✿ ✏❚❤❛t
♣❛st ♣✉♣✐❧ ❡①❝❧❛✐♠❡❞✳✑ ✾✲✶✵❍❡ ❡✈❡♥ ✉s❡s t✇✐❝❡ t❤❡ ♣r♦♥♦✉♥ ✏t❤❛t✑✳ ❆♥❞ ❛t t❤❡ ❡♥❞ ♦❢
t❤❡ ❝♦♥✈❡rs❛t✐♦♥✿ ✏❲✐t❤ t❤❛t ♠② ♣❛st ♣✉♣✐❧ ✜♥✐s❤❡❞ s♣❡❛❦✐♥❣✳✑ ✷✹■♥ ❜❡t✇❡❡♥ ❛❣❛✐♥
❈ q✉❡❧ ♠✐♦ ❛♠✐❝♦ ✐t r❡❛❞s ❛s ❢♦❧❧♦✇s ❧✐❦❡ ✐♥ ✿ ✏❚❤❡♥ t❤❛t ❢r✐❡♥❞ ♦❢ ♠✐♥❡ ❬
❪ r❡s✉♠❡❞✳✑ ✶✺
❉ ▲❡✐ ▼♦r❡♦✈❡r ❇✉③③❡tt✐ ❤✐♠s❡❧❢ ✉s❡❞ ✐♥ ♠♦r❡ ♦❢t❡♥ t❤❡ ♣♦❧✐t❡ ❢♦r♠ ♦❢ ✏②♦✉✑ ❬✏ ✑ ❪✳ ✶✺
❚❤❡ ❣❡♥❡r❛❧ ✐♠♣r❡ss✐♦♥ ✐s r❡❛❧❧② ♥❡✉tr❛❧ ❛♥❞ ❛❧♦♦❢ ✐♥ t❤❛t r❡s♣❡❝t✳
❚❤✐s ❡❧❛❜♦r❛t✐♦♥ ♠✉st ❤❛✈❡ ❜❡❡♥ ❝❛r❡❢✉❧❧② ♣r❡♣❛r❡❞ ❛♥❞ ❝❤❛♥❣❡❞✳ ❆t t❤❡ t✐♠❡ ❇✉③③❡tt✐
♠✉st ❤❛✈❡ ❜❡❡♥ ❛ ♣♦♣✉❧❛r ❝❤❛r❛❝t❡r ✇✐t❤ t❤❡ ❜♦②s ✐♥ ❱❛❧❞♦❝❝♦✱ ❜❡✐♥❣ t❤❡ ❝❤✐❡❢ ♦❢ t❤❡
♣r✐♥t✐♥❣ ♦✣❝❡ ❛♥❞ t❤❡ ❜r❛ss ❜❛♥❞ ❢r♦♥t ♠❛♥✳ P❡r❤❛♣s ❜♦t❤ ❋r ▲❡♠♦②♥❡ ❛♥❞ ❉♦♥ ❇♦s❝♦
✇❛♥t❡❞ t♦ ❡♠♣❤❛s✐③❡ ❢♦r t❤❡ ❛rt✐s❛♥s ❛♥❞ t❤❡ ♣✉♣✐❧s t❤❛t ❤❡ ✇❛s ❛ ❣♦♦❞ ♣❛st ♣✉♣✐❧ ❛♥❞
❛ r❡❛❧❧② ❣♦♦❞ ❢r✐❡♥❞ ♦❢ ❉♦♥ ❇♦s❝♦✳ ❚❤❡s❡ t✇♦ ❛s♣❡❝ts ♦❢ t❤❡ r❡❧❛t✐♦♥s❤✐♣ ❜❡t✇❡❡♥ ❉♦♥
❇♦s❝♦ ❛♥❞ ●✳ ❇✉③③❡tt✐ ❤❛✈❡ ❛ ♠♦❞❡❧ ❢✉♥❝t✐♦♥ ❢♦r t❤❡ ②♦✉♥❣ ♣❡♦♣❧❡ ❛t ❱❛❧❞♦❝❝♦✳ ❚❤❡
❛s♣❡❝ts ❣❛✈❡ ❤✐♠ ♠♦r❡ ♦❢ ❛ s❛② ❛♥❞ ❛ttr✐❜✉t❡❞ ♠♦r❡ ✐♠♣♦rt❛♥❝❡ t♦ ❤✐s ✇♦r❞s✳ ■t s❡❡♠s
t♦ ❤❛✈❡ ❜❡❡♥ ❞✐✛❡r❡♥t ❢♦r t❤❡ ❝♦♥❢r❡r❡s✳
❋✉rt❤❡r♠♦r❡ ✐t s❤♦✉❧❞ str✐❦❡ ✉s t❤❛t t❤❡ ❈ ✈❡rs✐♦♥ ✜♥✐s❤❡s ❛s ❢♦❧❧♦✇s✿
✶✻✼

17.8 Page 168

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♦ ♠✐❡✐ ❝❛r✐ ✏❉❡t❡r♠✐♥❡❞ t♦ ✇r✐t❡ t❤❡s❡ ❧✐♥❡s t♦ ②♦✉✱ ♠② ❞❡❛r ♦♥❡s ❬
❪✳✑ ❚❤❡ ❧❡tt❡r t♦ t❤❡ ❜♦②s
❤❛s ♣r❡s❡r✈❡❞ t❤✐s ✈✐✈✐❞ ❛❞❞r❡ss✿ ✏❞❡t❡r♠✐♥❡❞ t♦ ✇r✐t❡ t❤❡s❡ ❧✐♥❡s t♦ ②♦✉✱ ♠② ❞❡❛r ❜♦②s ❬
♠✐❡✐ ❝❛r✐ ✜❣❧✐✉♦❧✐❪✳✑ ❆t t❤❡ s❛♠❡ t✐♠❡ ❋r ▲❡♠♦②♥❡ s♣❡❝✐✜❡❞ t❤❛t t❤❡② ✇❡r❡ ❛❞❞r❡ss❡❞ t♦
❤✐s ✏❞❡❛r ❜♦②s✑✳ ❍❡ ❢♦r♠✉❧❛t❡s ✐t ❛❣❛✐♥ ❞✐✛❡r❡♥t❧② ✇❤❡♥ ✇r✐t✐♥❣ t♦ t❤❡ ❛❞✉❧ts✿ ✏r❡s♦❧✈❡❞
t♦ ✇r✐t❡ t❤❡s❡ ❧✐♥❡s t♦ ♠② ❞❡❛r s♦♥s✳✑ ■♥ t❤✐s ✇❛② ▲❡♠♦②♥❡ r❡s✉♠❡❞ t❤❡ ❜❡❣✐♥♥✐♥❣ ♦❢ t❤❡
❝✐r❝✉❧❛r✿ ✏♠② ❞❡❛r s♦♥s✑✱ ❜✉t ✐♥ ❞♦✐♥❣ s♦ t❤❡ ❞✐r❡❝t ❛❞❞r❡ss ✏t♦ ②♦✉✑ ❬❜♦t❤ ✐♥ ♣♦❧✐t❡ ❛♥❞
♠♦r❡ ❝♦♥✜❞❡♥t✐❛❧ ❢♦r♠ ♦❢ ②♦✉❪ ♦❢ t❤❡ ❧❡tt❡r t♦ t❤❡ ❜♦②s ❣♦t ❧♦st✳ ■t ❧♦♦❦s ❛s ✐❢ ▲❡♠♦②♥❡
❤❛s ❣r❛❞✉❛❧❧② r❡❛❧✐③❡❞ t❤❛t ✐t ❤❛s ❜❡❝♦♠❡ ❛♥ ❡①♣❧❛♥❛t✐♦♥ ♦r ❛ s♦rt ♦❢ ❝♦♥❢❡r❡♥❝❡ ❢♦r ❛❧❧
❝♦♥❢r❡r❡s ✇❤❡r❡✈❡r ❛t ✇♦r❦ r❛t❤❡r t❤❛♥ ❛ ✇r✐t✐♥❣ t♦ t❤❡ ❙❛❧❡s✐❛♥s ✐♥ ❱❛❧❞♦❝❝♦✳ ■t ✇❛s
✈❛❧✐❞ ❢♦r ❛❧❧ ✐♥ t❤❡ s❛♠❡ ✇❛② ❧✐❦❡ t❤❡ ❛❞❞r❡ss ❛t t❤❡ ●❡♥❡r❛❧ ❈❤❛♣t❡r ✐♥ ✶✽✽✵✱ ♣❛rt✐❝✉❧❛r❧②
❢♦r t❤♦s❡ ❛t ✇♦r❦ ✐♥ s❝❤♦♦❧s✳✸✵✻
❚❤♦s❡ ❞✐✛❡r❡♥❝❡s ❞♦ ♥♦t r❡♠♦✈❡ t❤❡ ✐♠♣r❡ss✐♦♥ t❤❛t t❤❡ ❡♥❞ ♦❢ t❤❡ ♣❛rt ❛❞❞r❡ss❡❞ t♦
t❤❡ ❙❛❧❡s✐❛♥s s❡❡♠s t♦ ❜❡ ❛ s❧✐❣❤t❧② t♦✉❝❤❡❞ ✉♣ ❝♦♣② ♦❢ t❤❡ ❝♦♠♣❧❡t✐♦♥ ♦❢ ❉♦♥ ❇♦s❝♦✬s
❛♥❞ ❇✉③③❡tt✐✬s ❢✉❧❧ ❝♦♥✈❡rs❛t✐♦♥ ✐♥ t❤❡ ♠❛♥✉s❝r✐♣t✳ ❚❤✐s ❝♦♠♣❧❡t✐♦♥ ✇❛s t❤❡ ❡♥❞ ♦❢ t❤❡
❡❞✐t✐♦♥✳ ❚❤❡ ♥❡①t s❡♥t❡♥❝❡s ♦❢ t❤❡ ❝❧♦s❡ ♦❢ t❤❡ s♦✲❝❛❧❧❡❞ ✏❧♦♥❣✑ ✈❡rs✐♦♥ s❤♦✇ ❛ ❧❛r❣❡r
s✐♠✐❧❛r✐t② ✇✐t❤ t❤❡ ❝♦♥❝❧✉s✐♦♥ t♦ t❤❡ ❝♦♥✈❡rs❛t✐♦♥ ❜❡t✇❡❡♥ ❉♦♥ ❇♦s❝♦ ❛♥❞ ❇✉③③❡tt✐ ✐♥
t❤❡ ❧❡tt❡r t♦ t❤❡ ②♦✉♥❣st❡rs✳ ❊✈❡♥t✉❛❧❧② ❜♦t❤ ❧♦♦❦ ❧✐❦❡ ❛ r❡✲✇r✐tt❡♥ t❡①t ♦❢ ♠❛♥✉s❝r✐♣t ✳
❚❤❡s❡ ❛❢t❡rt❤♦✉❣❤ts ❛❜♦✉t t❤❡ ❝♦♥❝❧✉s✐♦♥ s❤♦✇ t❤❛t t❤✐s s❤♦rt ✜♥❛❧ s❡❝t✐♦♥ ♦❢ t❤❡ ❧❛r❣❡
❝✐r❝✉❧❛r ♠❡❛♥t ❢♦r t❤❡ ❙❛❧❡s✐❛♥s ✐♥ ❱❛❧❞♦❝❝♦✱ ✐s ♠❛✐♥❧② ❛ r❡✜♥❡❞ ❛♥❞ ❡❧❛❜♦r❛t❡❞ ❡❞✐t✐♦♥ ♦❢
✳ ■t r❡♠❛✐♥s t❤❡ r❡❛❧ ✜♥❛❧ ♣❛rt ❛s ♥♦ ♥❡✇ ❝♦♥s✐❞❡r❛t✐♦♥s ❛r❡ ❛❞❞❡❞✳ ❚❤❡ ♥❡①t s❡♥t❡♥❝❡s
♦❢ t❤❡ ✉♥✐t❡❞ ✈❡rs✐♦♥ ❢♦r♠ ❛ tr❛♥s✐t✐♦♥ t♦ t❤❡ ❛tt❛❝❤♠❡♥t ♦❢ t❤❡ r❡♠❛✐♥✐♥❣ ❛♥❞ ♥♦t ②❡t
❤✐❣❤❧✐❣❤t❡❞ ♣❛❣❡s ❢r♦♠ t❤❡ ❧❡tt❡r t♦ t❤❡ ❜♦②s✳ ❈❤❛♣t❡r ✺ ✐♥ t❤❡ s❡❝♦♥❞ ✈♦❧✉♠❡ ✇✐❧❧ r✐❣❤t❧②
❢♦❝✉s ♦♥ t❤❛t tr❛♥s✐t✐♦♥✳ ❚❤❛t ✐s ✇❤② t❤❡ ❞❡t❛✐❧❡❞ ❞✐s❝✉ss✐♦♥ ♦❢ t❤❡ ❝♦♥t❡♥t✲❜❛s❡❞ ❛♥❞
❢♦r♠❛❧ ❛s♣❡❝ts ♦❢ t❤❡ ♣❛rt ❢♦r t❤❡ t❡❛❝❤❡rs✱ ❛ss✐st❛♥ts ❛♥❞ s✉♣❡r✐♦rs ✐♥ ❱❛❧❞♦❝❝♦ ❝❛♥ ❜❡
❝♦♥s✐❞❡r❡❞ ❛s ✜♥✐s❤❡❞ ❤❡r❡✳
✸✵✻❈❢✳ ❢♦♦t♥♦t❡ ✶ ✐♥ t❤❡ ✜rst ❝❤❛♣t❡r✮✳
✶✻✽

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✹ ❊ss❡♥t✐❛❧ ❡❧❡♠❡♥ts ♦❢ ❉♦♥ ❇♦s❝♦✬s
❡❞✉❝❛t✐♦♥❛❧ ♠❡t❤♦❞
❚❤❡ t♦♣✐❝s ✐♥ t❤❡ ❧❛r❣❡ ✜rst ♣❛rt ♦❢ t❤❡ ❝♦♠❜✐♥❡❞ ♦r ✉♥✐t❡❞ ✈❡rs✐♦♥ ❢♦r♠ ❛ ❝♦♠♣❡♥❞✐✉♠
♦❢ ❡ss❡♥t✐❛❧ ❡❧❡♠❡♥ts ♦❢ ❉♦♥ ❇♦s❝♦✬s ❡❞✉❝❛t✐♦♥❛❧ ♠❡t❤♦❞
■♥ t❤❡ ♣r❡✈✐♦✉s ❝❤❛♣t❡r ■ ❤❛✈❡ tr✐❡❞ t♦ ❛❝❤✐❡✈❡ t✇♦ t❤✐♥❣s ❛t t❤❡ s❛♠❡ t✐♠❡✳ ■t ✐s ❛♥
❛tt❡♠♣t ❛t ❜♦t❤ q✉✐t❡ ❛❝❝✉r❛t❡❧② ❞✐s❝✉ss✐♥❣ ❝♦♠♣♦s✐t✐♦♥ ❛♥❞ ❝♦♥t❡♥t ✭❡❧❡♠❡♥ts✮ ♦❢ t❤❡
❝✐r❝✉❧❛r t♦ t❤❡ ❙❛❧❡s✐❛♥s ✐♥ ❱❛❧❞♦❝❝♦ ❛♥❞ ❞❡♠♦♥str❛t✐♥❣ t❤❛t ♠♦st ✐❞❡❛s ❛♥❞ ♣♦✐♥ts ♦❢
✈✐❡✇ ❝♦rr❡s♣♦♥❞ ✇✐t❤ ♣❡❞❛❣♦❣✐❝❛❧ ❛♥❞ ♣❛st♦r❛❧ ✐♥s✐❣❤ts ❛♥❞ ❝♦♥✈✐❝t✐♦♥s ✇❤✐❝❤ ❉♦♥ ❇♦s❝♦
❤❛❞ ❡①♣r❡ss❡❞ ❡❛r❧✐❡r ❛♥❞ ❡❧s❡✇❤❡r❡✳■ ✇❛♥t❡❞ t♦ ❞♦ t❤❡ s❡❝♦♥❞ ❛s♣❡❝t ♠♦r❡ ❡①t❡♥❞❡❞❧②
❜❡❝❛✉s❡ ■ ❛♠ ♥♦t s✉r❡ ❛t ❛❧❧ t❤❛t ❉♦♥ ❇♦s❝♦ ✐♥s♣✐r❡❞ ✕ ❧❡t ❛❧♦♥❡ ❞✐❝t❛t❡❞ ✕ t❤❡ ✐♥s✐❣❤ts
❛♥❞ ❞✐r❡❝t✐✈❡s ✇❤✐❝❤ ❋r ▲❡♠♦②♥❡ ✐♥t❡❣r❛t❡❞ ✐♥t♦ t❤❡ ✜rst ♣❛rt ♦❢ t❤❡ ❥♦✐♥❡❞ ✈❡rs✐♦♥✳ ❍❡
♠♦st ♣r♦❜❛❜❧② ❞✐❞ ♥♦t r❡❛❞ ❤✐s s❡❝r❡t❛r②✬s t❡①t ❛♥❞ ❝❡rt❛✐♥❧② ❤❡ ❞✐❞ ♥♦t ❝♦rr❡❝t ✐t ❡✐t❤❡r✳
❇✱ ❈ ❚❤❡r❡ ✐s ♥♦t ❛ s✐♥❣❧❡ tr❛❝❡ ♦❢ ❉♦♥ ❇♦s❝♦✬s ❝❤❡❝❦✲✉♣ ♦r ❝♦rr❡❝t✐♦♥ ✐♥ t❤❡ ♠❛♥✉s❝r✐♣ts
❛♥❞ ✱ ✇❤✐❝❤ ❛r❡ ❝♦♥s✐❞❡r❡❞ t♦ ❜❡ t❤❡ ♦❧❞❡st ❛♠♦♥❣ t❤❡ ❦♥♦✇♥ ♠❛♥✉s❝r✐♣ts ❛♥❞ ♠❛② ❜❡
t❤❡ ♦r✐❣✐♥❛❧ ♦♥❡s✳ ❚❤❡ ❝♦rr❡❝t✐♦♥s ✇❡r❡ ❛❝❝♦♠♣❧✐s❤❡❞ ❜② ▲❡♠♦②♥❡ ❤✐♠s❡❧❢✳▼♦r❡♦✈❡r✱
❉♦♥ ❇♦s❝♦ ♥❡✈❡r s✐❣♥❡❞ t❤❡s❡ t❡①ts✳❚❤❛t ✐s ✇❤② ✐t s❡❡♠❡❞ t♦ ♠❡ q✉✐t❡ ♥❡❝❡ss❛r② t♦
❛♠♣❧② ✐❧❧✉str❛t❡ t❤❛t t❤❡ t♦♣✐❝s t❤❛t ❛r❡ ❞✐s❝✉ss❡❞ ❛♥❞ s♦♠❡t✐♠❡s t❤❡ ❢♦r♠✉❧❛t✐♦♥s t♦♦
❝❛♥ ❜❡ tr❛❝❡❞ ❜❛❝❦ t♦ ❉♦♥ ❇♦s❝♦✳
❋r ▲❡♠♦②♥❡ ♠✉st ❤❛✈❡ ❛❝q✉✐r❡❞ ❛ str♦♥❣ ♦✇♥❡rs❤✐♣ ♦❢ ❉♦♥ ❇♦s❝♦✬s ❜♦❞② ♦❢ t❤♦✉❣❤t✳
◆♦ ❞♦✉❜t t❤✐s ♣r♦❝❡ss ❜❡❝❛♠❡ q✉✐t❡ ✐♥t❡♥s❡ ✇❤❡♥ t❤❡② st❛②❡❞ t♦❣❡t❤❡r ✐♥ ❘♦♠❡✳ P✳ ❇r❛✐❞♦
✇r♦t❡ ❛❜♦✉t t❤✐s ♣❡r✐♦❞✿ ✏■♥ t❤❡ ♣❡r✐♦❞ ♦❢ t✐♠❡ ✭❡♥❞ ♦❢ ❆♣r✐❧ ❛♥❞ ❜❡❣✐♥♥✐♥❣ ♦❢ ▼❛② ✶✽✽✹✮
t❤❡ s②♠❜✐♦s✐s ♦❢ t❤♦✉❣❤ts ❛♥❞ ❢❡❡❧✐♥❣s ❜❡t✇❡❡♥ ❉♦♥ ❇♦s❝♦ ❛♥❞ ❤✐s s❡❝r❡t❛r② ✇❛s s♦ str♦♥❣
t❤❛t ♥♦t t❤❡ s❧✐❣❤t❡st ❞✐s❝♦r❞ ♦❢ ✐♥t❡♥t✐♦♥s ❛♥❞ ✐❞❡❛s ✇❛s ✐♠❛❣✐♥❛❜❧❡ ❜❡t✇❡❡♥ t❤❡ ❋❛t❤❡r
❛♥❞ ▼❛st❡r ❛♥❞ t❤❡ ✇r✐t✐♥❣s ♦❢ t❤❡ s♣✐r✐t✉❛❧ s♦♥ ❛♥❞ ♣✉♣✐❧✳✑ ■t ✐s ❢❛✐r t♦ ♠❡♥t✐♦♥ ❛s ✇❡❧❧
✐♥ t❤✐s ❝♦♥t❡①t t❤❛t ▲❡♠♦②♥❡✬s ❝♦♥t❛❝ts ❛s ❛ r❡❝t♦r ♦❢ ▲❛♥③♦ ❛♥❞ ❤✐s ②❡❛rs ♦❢ ♣❛ss✐♦♥❛t❡
❝♦❧❧❡❝t✐♥❣ ❉♦♥ ❇♦s❝♦✬s ❛❞♠✐r❡❞ ✇♦r❞s ❛♥❞ ❛❝ts ❤❛❞ ❢✉rt❤❡r❡❞ t❤❡✐r ❝♦♠♠♦♥ ✐♥t❡♥t✐♦♥s
❛♥❞ ✐❞❡❛s ❛❧r❡❛❞② ♠✉❝❤ ❡❛r❧✐❡r✳
❘❡❢❡rr✐♥❣ t♦ t❤❡ r❡❛❧ s✐t✉❛t✐♦♥ ✐♥ ❱❛❧❞♦❝❝♦ ❞✉r✐♥❣ t❤❡ ❡❛r❧② ❡✐❣❤t✐❡s ❡✈❡♥ ❛ t❤✐r❞ ❛s♣❡❝t
❝r♦♣♣❡❞ ✉♣ ♥♦✇ ❛♥❞ t❤❡♥ ❛♣❛rt ❢r♦♠ t❤❡ t✇♦ ❛❜♦✈❡ ♠❡♥t✐♦♥❡❞ ❛s♣❡❝ts✳ ❚❤❛t ✐s ✇❤②
■ ❤❛✈❡ ❞♦♥❡ t❤❡ ❧❛tt❡r ♠♦r❡ ❡①t❡♥s✐✈❡❧② t❤❛♥ P✳ ❇r❛✐❞♦ ❞✐❞ ✇✐t❤ ♥♦t❡s ❣♦✐♥❣ ✐♥ t❤❡ ❝r✐t✐❝❛❧ ❡❞✐t✐♦♥ ♦❢
t❤❡ ❧❡tt❡r t♦ t❤❡ ❙❛❧❡s✐❛♥s ✐♥ ✶✾✽✹✿ ❇❘❆■❉❖✱ P✳✱ ▲❛ ❧❡tt❡r❛✳ ✳ ✳ ✱ ♣♣✳ ✹✼✲✺✽✳
■❜✐❞✳✱ ♣✳ ✶✼ ❛♥❞✱ ❛s ❢❛r ❛s t❤❡ ❝♦rr❡❝t✐♦♥s ❣♦✱ ♣✳ ✸✼✴❙✐❣❧❡ ❛♥❞ ♣✳ ✹✼✴❙✐❣❧❡✳ ▲❡ss ❝❧❡❛r ✐s ❛ ♣❛r❛✲
❣r❛♣❤ ✐♥ ❇❘❆■❉❖✱ P✳✱ ▲✉❝❡ ✐♥t❡❧❧❡tt✉❛❧ ♣✐❡♥❛ ❞✬❛♠♦r❡✳ P❡r ✐❧ ❝❡♥t❡♥❛r✐♦ ❞✐ ✉♥❛ ✏❧❡tt❡r❛ ♣❡❞❛❣♦❣✐❝❛✑✱
❖r✐❡♥t❛♠❡♥t✐ ♣❡❞❛❣♦❣✐❝✐✱ ❛♥♥♦ ❳❳❳■✱ ♥✻✱ ✶✾✽✹♣✳ ✶✵✻✽✳
❖♥❧② ✐♥ ❝♦♥♥❡❝t✐♦♥ ✇✐t❤ t❤❡ ❧❡tt❡r t♦ t❤❡ ❜♦②s ❞♦❡s P✳ ❇r❛✐❞♦ ♠❡♥t✐♦♥ t❤❛t ❉♦♥ ❇♦s❝♦ ❤✐♠s❡❧❢ s✐❣♥❡❞
✐t ♣❡rs♦♥❛❧❧②✿ ❇❘❆■❉❖✱ P✳✱ ▲✉❝❡ ✐♥t❡❧❧❡tt✉❛❧❡✳ ✳ ✳ ✱ ♣✳ ✶✵✻✽✳
❇❘❆■❉❖✱
P✳✱
▲✉❝❡
✐♥t❡❧ ❧❡tt✉❛❧❡✳✳✳
♣✳
✶✵✻✽✳
✶✻✾

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✐t s❡❡♠s ♠❡❛♥✐♥❣❢✉❧ t♦ ♠❡ t♦ ♣r❡s❡♥t ❛ s✉r✈❡② ♦❢ t❤❡ ♠♦st ✐♠♣♦rt❛♥t t❤❡♠❡s ✇❤✐❝❤
✇❡r❡ ❞✐s❝✉ss❡❞✳ ❚✇♦ ❝❛t❡❣♦r✐❡s ✇✐❧❧ ❤❡❧♣ t♦ ❛❝❤✐❡✈❡ t❤✐s✳ ❚❤❡ ✜rst ❝❛t❡❣♦r② ❝♦♥t❛✐♥s
❝♦♥✜r♠❛t✐♦♥ ♦❢ ✐♠♣♦rt❛♥t ♣♦✐♥ts ♦❢ ✈✐❡✇ ❛♥❞ t❤❡ s❡❝♦♥❞ ♦♥❡ ❛❞❞s r❛t❤❡r r❡♠❛r❦❛❜❧❡
s❤✐❢ts ♦❢ ❡♠♣❤❛s✐s ✐♥ ❉♦♥ ❇♦s❝♦✬s t❤♦✉❣❤ts ❛♥❞ t❤❡♦r✐❡s ❛♥❞ t❤❡ ♦♥❡s ♦❢ ❤✐s ❝♦♥❢r❡r❡s ♦r
❋r ▲❡♠♦②♥❡ ❤✐♠s❡❧❢✳
✹✳✶ ❈♦♥✜r♠❛t✐♦♥ ♦❢ t❤❡ q✉✐♥t❡ss❡♥t✐❛❧ ❡❧❡♠❡♥ts ♦❢ ❉♦♥
❇♦s❝♦✬s ✏s②st❡♠✑ ♦r ♠❡t❤♦❞
✹✳✶✳✶ ❚❤❡ ♣r✐✈✐❧❡❣❡❞ ♣♦s✐t✐♦♥ ♦❢ t❤❡ r❡❝r❡❛t✐♦♥
❚❤❡ ✜rst t❤✐♥❣ ✇❤✐❝❤ ♣r❡✈❛✐❧s ✐♥ t❤❡ ❝♦♠♣♦s✐t✐♦♥ ❛♥❞ ❞✐s❝✉ss✐♦♥ ✐s t❤❡ ❡♠✐♥❡♥t ♣♦s✐t✐♦♥
♦❝❝✉♣✐❡❞ ❜② r❡❝r❡❛t✐♦♥ t✐♠❡ ✐♥ t❤❡ ❡❞✉❝❛t✐♦♥❛❧ ♣r♦❝❡ss✳ ❖♥❧② t❤❡ ❞❡s❝r✐♣t✐♦♥ ♦❢ t❤❡ t✇♦
❝♦♥tr❛st✐♥❣ s❝❡♥❡s ❛❧r❡❛❞② t❛❦❡s s♦♠❡ ❢♦rt② ❧✐♥❡s✳ ❚❤❡ ❝♦♠♠❡♥t ♦♥ t❤❡♠ r❡q✉✐r❡s ❛♥♦t❤❡r
s✐①t②✳ ■t ✐s ❛ ✇♦♥❞❡r❢✉❧ ✐❧❧✉str❛t✐♦♥ ♦❢ ❉♦♥ ❇♦s❝♦✬s ❛♥s✇❡r t♦ t❤❡ ✐♥t❡r✈✐❡✇❡r ♦❢ ▲❡ Pè❧❡r✐♥
❍✐s r❡♣❧② ✕ ✏✇❡ ❤❛✈❡ t❤❡ ❛ss✐st❛♥❝❡ ❛♥❞ t❤❡ ❣❛♠❡s✑ ✕ ❝♦✉❧❞ ❝❛✉s❡ t❤❡ ✐♠♣r❡ss✐♦♥ ♦❢ ❛
❝❡rt❛✐♥ ✇✐tt✐❝✐s♠✳❆❝t✉❛❧❧② ✐t ❝♦♠❡s t♦ t❤❡ ❤❡❛rt ♦❢ t❤❡ ♠❛tt❡r✳
●❛♠❡s ❛♥❞ ❝♦♥s❡q✉❡♥t❧② t❤❡ ♣❧❛②❣r♦✉♥❞ ♦❝❝✉♣② ❛ ❞♦✉❜❧❡ r♦❧❡ ✐♥ ❡❞✉❝❛t✐♦♥ ✐♥ ❉♦♥
❇♦s❝♦✬s s♣✐r✐t✳
◆♦ ❞♦✉❜t ✐t ✐s ❛❜♦✉t t❤❡ ❣❛♠❡s✱ r❡❝r❡❛t✐♦♥ ❛s s✉❝❤
❚❤❡ ❞❡s❝r✐♣t✐♦♥ ♦❢ t❤❡ r❡❝r❡❛t✐♦♥ t✐♠❡ ❜❡❢♦r❡ ✶✽✼✵ ✭♦r ✶✽✻✵✮ s❤♦✇s t❤❛t✳ ❉♦♥ ❇♦s❝♦ ✇❛s
✏♦✈❡r❥♦②❡❞ ❛t t❤❡ s✐❣❤t✑ ✇❤✐❝❤ ❝♦♥s✐st❡❞ ♦❢ ✏❛ s❝❡♥❡ ❢✉❧❧ ♦❢ ❧✐❢❡✱ ❢✉❧❧ ♦❢ ♠♦✈❡♠❡♥t✱ ❢✉❧❧ ♦❢
❝❤❡❡r❢✉❧♥❡ss✳✑ ❬✻❀ ✺❪ ❋r♦♠ ❤✐s ❝❤✐❧❞❤♦♦❞ ♦♥ ❉♦♥ ❇♦s❝♦ ❤❛❞ ❡①♣❡r✐❡♥❝❡❞ ❤♦✇ ✐♠♣♦rt❛♥t
♠♦✈❡♠❡♥t✱ ❣❛♠❡s ❛♥❞ ❤❡❛❧t❤② r❡❝r❡❛t✐♦♥ ✇❡r❡ ❢♦r ❝❤✐❧❞r❡♥ ❛♥❞ ②♦✉♥❣st❡rs✳ ❚❤❡② ♣r♦✈✐❞❡❞
❛♥ ❛♥s✇❡r t♦ ❛♥ ❡ss❡♥t✐❛❧ ♥❡❡❞ ♦❢ ②♦✉♥❣ ♣❡♦♣❧❡✳ ❍❡ ✇❛s ❞✐s❛♣♣♦✐♥t❡❞ ❛♥❞ ❛♥♥♦②❡❞ ❜② t❤❡
❝♦♥tr❛r②✱ t❤❡ ❛❜s❡♥❝❡ ♦❢ ✈✐✈❛❝✐t② ❛♥❞ ♠♦✈❡♠❡♥t ✐♥ t❤❡ s❡❝♦♥❞ s❝❡♥❡✿ ✏❚♦♦ tr✉❡✦ ❲❤❛t ❛♥
❛♣❛t❤❡t✐❝ r❡❝r❡❛t✐♦♥✦✑ ❬✶✵❪ ❆t t❤❡ ❡♥❞ ♦❢ ❇✉③❡tt✐✬s ❝♦♠♠❡♥t ✏❤❡ ✇❡♥t ♦♥ ❧♦♦❦✐♥❣ ❛t t❤❛t
r❡❝r❡❛t✐♦♥ ✇✐t❤ ❣r❡❛t ❞✐s♣❧❡❛s✉r❡✳✑ ❬✷✹❪ ■t ✇❛s ❛ r❡❝r❡❛t✐♦♥ t✐♠❡ ✇❤✐❝❤ ✇❛s ❛ ♠♦❝❦❡r② ♦❢
✇❤❛t ✐t ♦✉❣❤t t♦ ❜❡ ❛❝❝♦r❞✐♥❣ t♦ ❤✐♠✳ ❚❤❡ ❜✐♦❣r❛♣❤✐❡s ♦❢ ▼✐❝❤❛❡❧ ▼❛❣♦♥❡ ❛♥❞ ❙❡✈❡r✐♥♦
❛r❡ ❜r✐❧❧✐❛♥t t❡st✐♠♦♥② t♦ ❉♦♥ ❇♦s❝♦✬s ❣r❡❛t ❛♣♣r❡❝✐❛t✐♦♥ ♦❢ t❤❛t ❛s♣❡❝t ♦❢ r❡❝r❡❛t✐♦♥
❛♥❞ ❣❛♠❡s✳ ❚❤❡② ❛r❡ s❛♠♣❧❡s ♦❢ ♣r❛❝t✐❝❛❧ ♣❡❞❛❣♦❣② ✇❤✐❝❤ ✐s ❝r♦✇♥❡❞ ❜② t❤❡ s✐♠♣❧❡ ❜✉t
✉♥♣❛r❛❧❧❡❧❡❞ st❛♥❝❡✿ ✏❚❤❡r❡ ❤❛s t♦ ❜❡ ❢✉❧❧ ❧✐❜❡rt② t♦ ❥✉♠♣✱ r✉♥✱ ♠❛❦❡ ❛s ♠✉❝❤ ♥♦✐s❡ ❛s
t❤❡② ♣❧❡❛s❡✳✑
❚✐♠❡s ♦❢ ❣❛♠❡s ❛♥❞ r❡❝r❡❛t✐♦♥ ❡♥❥♦② ❛♥ ✐♥✈❛❧✉❛❜❧❡ ♣❡❞❛❣♦❣✐❝❛❧ ❛♣♣r❡❝✐❛t✐♦♥ ✐♥ ❉♦♥
❇♦s❝♦✬s ♣r❡✈❡♥t✐✈❡ s②st❡♠
❈❢✳ ❝❤❛♣t❡r ✸✱ ❢♦♦t♥♦t❡ ✻✾✳
❖❊
❳❳■❳
❬✶✵✺❪❀
❈♦♥st✐t✉t✐♦♥s✳ ✳ ✳
♣✳
✷✹✾✴✸✳
✶✼✵

18 Pages 171-180

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18.1 Page 171

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■♥ ♦r❞❡r t♦ r❡❛❧✐③❡ ❛♥❞ ❡①♣❡r✐❡♥❝❡ t❤❛t ✈❛❧✉❡✱ t❤❡ ❡❞✉❝❛t♦r✱ t❤❡ t❡❛❝❤❡r ❛♥❞ t❤❡ s✉♣❡r✐♦r
s❤♦✉❧❞ s♣❡♥❞ t❤❡s❡ t✐♠❡s ❛♠✐❞st t❤❡ ②♦✉♥❣st❡rs✳ ❖♥❡ ♦❢ t❤❡ r❡❛s♦♥s ✐s✿ ❜② s✐♠♣❧② ❥♦✐♥✐♥❣
✐♥ ❬✺❪✱ ❜② ✏♣❛rt✐❝✐♣❛t✐♥❣ ✐♥ t❤❡ t❤✐♥❣s t❤❡② ❧✐❦❡✑ ❬✶✸❪✱ ❜② ✏♠❛❦✐♥❣ t❤❡♠s❡❧✈❡s ❧✐tt❧❡ ✇✐t❤
t❤❡ ❧✐tt❧❡ ♦♥❡s✑ ❬✶✾❪ t❤❡ ❙❛❧❡s✐❛♥s ❝❛♥ ♠❛❦❡ t❤❡♠s❡❧✈❡s ❧♦✈❡❞✳ ❚❤✐s ✐s ❤♦✇❡✈❡r ♥♦t r❡❛❧❧②
s❛t✐s❢❛❝t♦r② ❢♦r ❉♦♥ ❇♦s❝♦✳ ❚❤❡ ❡❞✉❝❛t♦rs s❤♦✉❧❞ ❜❡ ✇✐❧❧✐♥❣ ❧✐❦❡ ❤✐♠s❡❧❢ t♦ ✏❝♦♥t✐♥✉♦✉s❧②
❝♦♥✈❡rs❡✑ ✇✐t❤ t❤❡ ②♦✉♥❣st❡rs✳✑ ❬✶✻❪ ❚❤❡② s❤♦✉❧❞ ❞♦ s♦ ✐♥ ❛♥ ✐♥❢♦r♠❛❧✱ ❣❡♥✐❛❧✱ r❡❧❛①❡❞
❛♥❞ r❡❧❛①✐♥❣ ✇❛②✱ ❜✉t ❛❧s♦ ❡❞✉❝❛t✐♦♥❛❧❧② ❛♥❞ ✇✐t❤ ❛ s❡♥s❡ ♦❢ ♣✉r♣♦s❡✳ ❚❤❛t ❝♦✉❧❞ ❤❛♣♣❡♥
t❤r♦✉❣❤ t❤❡ ❡♥❝♦✉r❛❣✐♥❣✱ ✐♥t❡r❡st❡❞✱ ❞✐r❡❝t✐♥❣ ♦r ✇❛r♥✐♥❣ ✏✇♦r❞ ✐♥ t❤❡ ❡❛r✑✱ ✏t❤❡ ✇♦r❞ ♦❢
♦♥❡ ✇❤♦ ❧♦✈❡s✳✑ ❬✶✾✲✷✵❪
❆s❦✐♥❣ ❢♦r t❤❡ r❡❛s♦♥ ♦❢ t❤✐s ✐♥t❡♥s✐✈❡ ❛♥❞ ❡①t❡♥s✐✈❡ ❝♦♥✜r♠❛t✐♦♥ ♦❢ t❤❛t ♣❛rt✐❝✉❧❛r
❛s♣❡❝t ♦❢ ❉♦♥ ❇♦s❝♦✬s ❡❞✉❝❛t✐♦♥❛❧ ♠❡t❤♦❞ ✐s ❛❧s♦ ❛s❦✐♥❣ ❢♦r t❤❡ ❧✐♥❦ ❜❡t✇❡❡♥ t❤❡ t❤✐r❞
❛♥❞ t❤❡ ✜rst ❝❤❛♣t❡r ♦❢ t❤✐s st✉❞②✳ ■t ✐s ❝r②st❛❧ ❝❧❡❛r t❤❛t t❤❡ ❡❞✐t♦r ❜❛s❡❞ ❤✐♠s❡❧❢ ✉♣♦♥
t❤❡ ✏❣r❡❛t ❝♦♥❢❡r❡♥❝❡✑ ♦❢ ✶✻ ◆♦✈❡♠❜❡r ✶✽✽✷✱ ✇❤✐❝❤ ❤❛❞ ❛ s❡q✉❡❧ ✐♥ ▼❛r❝❤ ✶✽✽✸✳ ❍❡ ✐s ♥♦t
s❛t✐s✜❡❞ ✇✐t❤ s✐♠♣❧② r❡♣❡❛t✐♥❣ t❤❛t t❤❡r❡ ❛r❡ s♦♠❡ ❡❞✉❝❛t♦rs ✇❤♦ ✏♣❛ss t❤❡ r❡❝r❡❛t✐♦♥
t✐♠❡ ❛♠♦♥❣ t❤❡♠s❡❧✈❡s✑✳ ❖♥ t❤❡ ❝♦♥tr❛r②✱ ❤❡ r❡♣r✐♠❛♥❞❡❞ ❤✐s ❝♦♥❢r❡r❡s ✐♥ ❤✐s ✇r✐t✐♥❣ t♦
t❤❡ ❙❛❧❡s✐❛♥s ✏t❤❡② ✇❡r❡ ❝❤❛tt✐♥❣ ❛♠♦♥❣ t❤❡♠s❡❧✈❡s ✇✐t❤♦✉t t❛❦✐♥❣ ❛♥② ♥♦t✐❝❡ ♦❢ ✇❤❛t
t❤❡ ♣✉♣✐❧s ✇❡r❡ ❞♦✐♥❣✳✑ ❬✶✺❪ ❚❤❡ ♥❡①t t❤✐♥❣ ❤❡ ❞♦❡s ✐s ❝♦♥✜r♠✐♥❣ ❉♦♥ ❇♦s❝♦✬s st❛♥❞ t❤❛t
✏✇❤♦❡✈❡r ✐s ♥♦t ✐♥ ❢✉♥❝t✐♦♥ ❛s ❛ t❡❛❝❤❡r ♦r ❛♥ ❛ss✐st❛♥t✱ ❤❛s ❣♦t t♦ ❜❡ ✇✐t❤ t❤❡ ❜♦②s
❛s ❛ ❢r✐❡♥❞✱ ❬❛♥❞❪ ❛ ❢❛t❤❡r✳✑ ❆t t❤❡ s❛♠❡ t✐♠❡ ❤❡ ❞❡✈❡❧♦♣s t❤❡ ✐❞❡❛✳ ◆♦✇ t❤❡ ✐❞❡❛ ♦❢
✏❜r♦t❤❡r✑ ✐s ♠♦r❡ ❡♠♣❤❛s✐③❡❞✳ ❚❤❡s❡ ❝♦rr❡s♣♦♥❞❡♥❝❡s ❛r❡ ♦❜✈✐♦✉s❧② ❛ str♦♥❣ ♣✐❡❝❡ ♦❢
❡✈✐❞❡♥❝❡ ♣r♦✈✐♥❣ t❤❛t ❉♦♥ ❇♦s❝♦ ✐♥❞❡❡❞ ✏t❛❧❦s t✐❧❧ ❤❡ ✐s ❜❧✉❡ ✐♥ t❤❡ ❢❛❝❡✳✑ ❬✶✼❪
✹✳✶✳✷ ❈❤❡❡r❢✉❧♥❡ss✱ ✈✐✈❛❝✐t②✱ ❥♦② ❛r❡ ❝♦♥st✐t✉t✐✈❡ ❡❧❡♠❡♥ts ✐♥ t❤❡
Pr❡✈❡♥t✐✈❡ ❙②st❡♠
❘❛t❤❡r ❜② t❤❡ ✇❛② ❜✉t ❛✉❞✐❜❧❡ ❡♥♦✉❣❤ ❞❡s❝r✐♣t✐♦♥ ❛♥❞ ❝♦♠♠❡♥t ♣r♦✈❡ t❤❛t ❝❤❡❡r❢✉❧♥❡ss
❛♥❞ ❥♦② ❛r❡ ❡ss❡♥t✐❛❧ ❢♦r ❛♥ ❡❞✉❝❛t✐♦♥ ✐♥ ❉♦♥ ❇♦s❝♦✬s s♣✐r✐t✳ ❚❤✐♥❣s ❤❛♣♣❡♥✐♥❣ ✐♥ t❤❡
♣❧❛②❣r♦✉♥❞ ✐♥ t❤❡ ✜rst s❝❡♥❡ ❞♦ ♥♦t ♦♥❧② ❡①❝❡❧ ❜② ✏✈✐✈❛❝✐t② ❛♥❞ ♠♦✈❡♠❡♥t✑✱ ❜✉t ❛❧s♦ ❜②
✏s✐♥❣✐♥❣ ❛♥❞ ❧❛✉❣❤✐♥❣ ♦♥ ❛❧❧ s✐❞❡s✑✱ ❜② ✏❝❤❡❡r❢✉❧ r❤✉❜❛r❜✑✳ ❬✺✲✻❪ ❋✉rt❤❡r♠♦r❡ ❉♦♥ ❇♦s❝♦
❛s❦s t❤❡ ❝r✉❝✐❛❧ q✉❡st✐♦♥✿ ✏❇✉t ❤♦✇ ❝❛♥ ✇❡ ❜r✐♥❣ t❤❡s❡ ②♦✉♥❣st❡rs t♦ ❧✐❢❡ ❛❣❛✐♥✱ s♦ t❤❛t
✇❡ ❝❛♥ ❣❡t ❜❛❝❦ t♦ t❤❡ ❧✐✈❡❧✐♥❡ss✱ t❤❡ ❤❛♣♣✐♥❡ss✱ t❤❡ ❡①♣❛♥s✐✈❡♥❡ss ♦❢ t❤❡ ♦❧❞ ❞❛②s✳✑ ❬✶✶❪
❈❤❡❡r❢✉❧♥❡ss ✐s ✐♥❞✐s♣❡♥s❛❜❧❡✳ ❈❤❡❡r❢✉❧♥❡ss ❜❡❧♦♥❣s t♦ ✐t ❥✉st ❧✐❦❡ ✇❛t❡r ❜❡❧♦♥❣s t♦ ❛
r✐✈❡r✳❍♦✇❡✈❡r✱ ❛❝❝♦r❞✐♥❣ t♦ ❉♦♥ ❇♦s❝♦✱ t❤✐s ❞♦❡s ♥♦t ♠❡r❡❧② ❡①♣r❡ss s♦♠❡ ✈♦❧❛t✐❧❡
♦✉t✇❛r❞ ♣❧❡❛s✉r❡✱ ❜✉t s♣❡❝✐✜❝❛❧❧② ❛ ❞❡❡♣❡r s❡♥t✐♠❡♥t ♦❢ s❛t✐s❢❛❝t✐♦♥ ❛♥❞ ❡①✐st❡♥t✐❛❧ ❥♦②✿
✏❊✈❡r②t❤✐♥❣ ✇❛s ❛ ❥♦② ❢♦r ♠❡ t❤❡♥✑ ❬✶✻❪ ❆♥❞ ❛t t❤❡ ❡♥❞ ♦❢ t❤❡ ✐♥s❡rt✐♦♥ ●✳ ❇✉③③❡tt✐
❝♦♥❝❧✉❞❡s✿ ✏t❤❡ ♦❧❞ ♣❡❛❝❡ ❛♥❞ ❝❤❡❡r❢✉❧♥❡ss ❬❛❧❧❡❣r❡③③❛ ❛♥t✐❝❛❪ ✇✐❧❧ r❡✐❣♥ ♦♥❝❡ ❛❣❛✐♥ ✐♥ t❤❡
❖r❛t♦r②✳✑ ❬✶✽❪ ❈❤❡❡r❢✉❧♥❡ss ✐s ✐♥❞❡❡❞ ❛ ❝♦♥st✐t✉t✐✈❡ ❡❧❡♠❡♥t t♦ ❉♦♥ ❇♦s❝♦✳
❈❢✳ ❝❤❛♣t❡r ✶ ❢♦♦t♥♦t❡s ✺✹ ❛♥❞ ✺✺✳
❖♥ t❤❡ ♣❛rt ♦❢ ❥♦② ♦r ❝❤❡❡r❢✉❧♥❡ss✱ ❝❢✳
❝❤❛♣t❡r ✸ ✈✐❛ ❢♦♦t♥♦t❡s ✼✺✲✼✼ ❛♥❞ ✷✵✸✳
❈❢✳
❇❘❆■❉❖✱ P✳✱
Pr❡✈❡♥✐r❡✳✳✳✱ ♣♣✳ ✸✶✶✱ ✸✷✹✲✸✷✽✳
✶✼✶

18.2 Page 172

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✹✳✶✳✸ ❚❤❡ ❜♦②s✬ ♦❜❡❞✐❡♥❝❡ ✐♥ t❤❡ ♠❡❛♥✐♥❣ ♦❢ ✇✐❧❧✐♥❣ ❝♦✲♦♣❡r❛t✐♦♥ ✐s ❛
❝♦♥❞✐t✐♦♥ s✐♥❡ q✉❛ ♥♦♥ ✐♥ ❡❞✉❝❛t✐♦♥
❆❣❛✐♥ ❛♥❞ ❛❣❛✐♥ ❉♦♥ ❇♦s❝♦ ❤❛s ❡①♣❧✐❝✐t❧② r❡❢❡rr❡❞ t♦ ♦❜❡❞✐❡♥❝❡ ❛s ❛ ♣r❡r❡q✉✐s✐t❡ ❢♦r ❛
s✉❝❝❡ss❢✉❧ ❡❞✉❝❛t✐♦♥✳❆t ✜rst s✐❣❤t t❤✐s ♣♦✐♥t ♦❢ ✈✐❡✇ ♠✐❣❤t s❡❡♠ t♦ ❜❡ ❧❡ss ♣r♦♠✐♥❡♥t❧②
♣r❡s❡♥t✱ ❜✉t ✐❢ ♦♥❡ t❛❦❡s ❛ ❝❧♦s❡r ❧♦♦❦✱ ♦♥❡ ✇✐❧❧ ❞✐s❝♦✈❡r ✐t ✐♥ s❡✈❡r❛❧ s♣♦ts✱ ❢♦r ✐♥st❛♥❝❡
❛❧r❡❛❞② ✐♥ ❱❛❧❢rè✬s ❝♦♠♠❡♥t ♦♥ t❤❡ ✜rst s❝❡♥❡✳ ❖♥❡ ♦❢ t❤❡ ♣♦✐♥ts s❝♦r❡❞ ❜② ❛ ❝❤❡❡r❢✉❧ ❛♥❞
r❡❛❧❧② ❜✉♦②❛♥t ❛t♠♦s♣❤❡r❡ ✐♥ t❤❡ ♣❧❛②❣r♦✉♥❞ ✐s✿ ✏❚❤❡② ✇✐❧❧ ❞♦ ❡✈❡r②t❤✐♥❣ t❤❡② ❛r❡ ❛s❦❡❞
❜② ♦♥❡ ✇❤♦♠ t❤❡② ❢❡❡❧ ❧♦✈❡s t❤❡♠✳✑ ❬✻❪ ❆♣♣❛r❡♥t❧② ✐t ❝❛♥♥♦t ❜❡ t❤❡ ❦✐♥❞ ♦❢ ♦❜❡❞✐❡♥❝❡
❢♦r❝❡❞ ✉♣♦♥ ♣❡♦♣❧❡ ❜② ❞✐s❝✐♣❧✐♥❛r② ♠❡❛s✉r❡s✳ ■t ❤❛s ❣♦t t♦ ❜❡ ❛ ❝♦♠♣❧✐❛♥❝❡ ♦r ✇✐❧❧✐♥❣♥❡ss
✐♥s♣✐r❡❞ ❜② ❧♦✈❡✳ ❚❤❛t ✇❛s ❉♦♥ ❇♦s❝♦✬s ♠❡ss❛❣❡ t♦ t❤❡ ②♦✉♥❣ ❝❧❡r✐❝ ❇✳ ❱❛❝❝❤✐♥❛ ❞✉r✐♥❣
t❤❡ s❝❤♦♦❧ ②❡❛r ✶✽✼✻✲✶✽✼✼✿ ✏■❢ ②♦✉ ✇❛♥t t❤❡♠ t♦ ♦❜❡② ❛♥❞ r❡s♣❡❝t ②♦✉✱ ♠❛❦❡ ②♦✉rs❡❧❢
❧♦✈❡❞✳✑ ✶✵ ❚❤❛t ✐s ❥✉st ❧✐❦❡ ✏✐t ✉s❡❞ t♦ ❜❡✑ ✇❤❡♥ ✏❛❧❧ ❤❡❛rts ✇❡r❡ ✇✐❞❡ ♦♣❡♥ t♦ t❤❡✐r s✉♣❡r✐♦rs
✇❤❡♥ t❤❡ ❜♦②s ❧♦✈❡❞ t❤❡♠ ❛♥❞ ❣❛✈❡ t❤❡♠ ♣r♦♠♣t ♦❜❡❞✐❡♥❝❡✳✑ ❬✻❀ ✶✻❀ ✶✼❪ ❚❤❡ s❛♠❡ s♦rt ♦❢
♦❜❡❞✐❡♥❝❡ ✐s s✉❣❣❡st❡❞ ❜② t❤❡ ✐♠❛❣❡✿ ✏▼❛② ♦❜❡❞✐❡♥❝❡ ❣✉✐❞❡ t❤❡ ♣✉♣✐❧ ❛s ❛ ♠♦t❤❡r ❣✉✐❞❡s
❤❡r ❝❤✐❧❞✳✑ ❬✶✽❪ ❉♦♥ ❇♦s❝♦ ♣r❡❢❡rs t❤❡ ❦✐♥❞ ♦❢ ♦❜❡❞✐❡♥❝❡ ✇❤✐❝❤ ❛ ❧♦✈✐♥❣ ♠♦t❤❡r ❣❡ts✳
◆❛t✉r❛❧❧② t❤✐s ✐♠❛❣❡ r❡❝❛❧❧s t❤❡ r❛t❤❡r st❡r❡♦t②♣❡ ❝♦♥tr❛st ✇✐t❤ t❤❡ ♦❜❡❞✐❡♥❝❡ ✇❤✐❝❤ ❛
str✐❝t ❛♥❞ ❛✉t❤♦r✐t❛t✐✈❡ ❢❛t❤❡r ❡♥❢♦r❝❡s✳ ❚❤✐s s♦rt ♦❢ ♦❜❡❞✐❡♥❝❡ ❝❧❡❛r❧② ❞♦❡s ♥♦t ♣❧❡❛s❡
❉♦♥ ❇♦s❝♦✳ ❖♥❡ ❛❧s♦ s❡♥s❡s ✐t ✐♥ t❤❡ ❢♦❧❧♦✇✐♥❣✿ ✏❖♥❡ ✇❤♦ ✐s ❧♦✈❡❞ ❝❛♥ ♦❜t❛✐♥ ❡✈❡r②t❤✐♥❣✱
❡s♣❡❝✐❛❧❧② ❢r♦♠ t❤❡ ②♦✉♥❣✳✑ ❬✷✵❪
❖❜❡❞✐❡♥❝❡ ✐s ❡①♣❡❝t❡❞ ❢r♦♠ t❤❡ ❜♦②s✬ s✐❞❡✳ ■t ✐s ❤♦✇❡✈❡r✱ ❡q✉❛❧❧② ♥❡❝❡ss❛r② ❢♦r t❤❡
❙❛❧❡s✐❛♥s t♦ ♠❛❦❡ t❤❡♠s❡❧✈❡s ❧♦✈❡❞✳ ❲❤❡t❤❡r t❤❡ ❜♦②s ❝❛♥ ❛♥❞ ✇✐❧❧ ♦❜❡② ❞❡♣❡♥❞s t♦ ❛
❧❛r❣❡ ❡①t❡♥t ♦♥ t❤❡✐r ❢❛♠✐❧✐❛r r❡❧❛t✐♦♥s❤✐♣ ✇✐t❤ t❤❡♠✳
✹✳✶✳✹ ■♥ ❉♦♥ ❇♦s❝♦✬s ❡❞✉❝❛t✐♦♥❛❧ ♠❡t❤♦❞ t❡❛❝❤❡r✱ ❛ss✐st❛♥t ❛♥❞ s✉♣❡r✐♦r
s❤♦✉❧❞ tr② t♦ ❜❡ ✏❛ ❢❛t❤❡r✱ ❛ ❢r✐❡♥❞ ❛♥❞ ❛ ❜r♦t❤❡r✑ ♦❢ t❤❡ ②♦✉♥❣st❡rs✳
❚❤❡② s❤♦✉❧❞ s♣❛r❡ ♥♦ ♣❛✐♥s t♦ ♠❛❦❡ t❤❡♠s❡❧✈❡s ❧♦✈❡❞ r❛t❤❡r t❤❛♥ t♦ tr② t♦ ❜❡ r❡s♣❡❝t❡❞
♦r ❛❝q✉✐r❡ ❛✉t❤♦r✐t②
❲❤❡♥ ❉♦♥ ❇♦s❝♦ s♣❡❛❦s ♦r ✇r✐t❡s ♦♥ ❢❛t❤❡r❤♦♦❞ ❤❡ ❛❧✇❛②s ❞♦❡s s♦ ❡①♣❧✐❝✐t❧② ♠❡♥t✐♦♥✲
✐♥❣ ♦r ❛t ❧❡❛st s✉❣❣❡st✐♥❣ t❤❡ q✉❛❧✐✜❝❛t✐♦♥s ✏❧♦✈✐♥❣✑ ♦r ✏❛♠✐❛❜❧❡✑✳✶✶ ■t ✐s t❤❡ ❡❞✉❝❛t♦r✬s
♠✐ss✐♦♥ t♦ ❜❡ ❛ ❢❛t❤❡r✱ ❛ ❢r✐❡♥❞ ❛♥❞ ❛ ❜r♦t❤❡r ❛♥❞ r❛t❤❡r t♦ ❜❡ ❧♦✈❡❞ t❤❛♥ t♦ ❜❡ r❡s♣❡❝t❡❞
♦r ❢❡❛r❡❞✳ ❚❤❡s❡ ❛r❡ t✇♦ ♠❛✐♥ t❤❡♠❡s ✐♥ ❉♦♥ ❇♦s❝♦✬s ✇r✐t✐♥❣ ❛♥❞ s♣❡❛❦✐♥❣✳✶✷ ❚❤❡② ❛r❡
❞✐s❝✉ss❡❞ ✈❡r② ❡♠♣❤❛t✐❝❛❧❧② ✐♥ t❤✐s s❝r✐♣t✱ ❛❝t✉❛❧❧② t✇✐❝❡✳ ❚❤❡② t✉r♥ ✉♣ ❛ ✜rst t✐♠❡ ✇❤❡♥
❛ ❝♦♠♣❧❛✐♥t ✐s ✜❧❡❞ ❛❜♦✉t ✏t❤❡ s✉♣❡r✐♦rs ❜❡✐♥❣ t❤♦✉❣❤t ♦❢ ♣r❡❝✐s❡❧② ❛s s✉♣❡r✐♦rs ❛♥❞ ♥♦
❧♦♥❣❡r ❛s ❢❛t❤❡rs✱ ❜r♦t❤❡rs ❛♥❞ ❢r✐❡♥❞s❀ ❝♦♥s❡q✉❡♥t❧② t❤❡② ❛r❡ ❢❡❛r❡❞ ❛♥❞ ❧✐tt❧❡ ❧♦✈❡❞✳✑
❬✶✼✲✶✽❪ ■t s❡❡♠s ❛ s✐♠♣❧❡ r❡♣❡t✐t✐♦♥ ♦❢ t❤❡ st❛t❡♠❡♥t ❞✉r✐♥❣ t❤❡ ♠❡❡t✐♥❣ ♦♥ ✾ ▼❛r❝❤
✶✽✽✸✳ ❙t✐❧❧✱ ✐t ✐s ❛s ❝❧❡❛r ❛s ❝r②st❛❧ t❤❛t ❤❡r❡ ▲❡♠♦②♥❡ ❧❡ts ❉♦♥ ❇♦s❝♦ s❛② t❤❛t ❤❡ ✇❛♥ts
♣r❡❝✐s❡❧② t❤❡ ♦♣♣♦s✐t❡✳ ❆ s❡❝♦♥❞ t✐♠❡ ❛r♦✉♥❞ ✐t ✐s ❡✈❡♥ ♠♦r❡ t❛♥❣✐❜❧❡✳ ❚♦ ❜❡ ❛ ❜r♦t❤❡r
❈❢✳ ❢♦♦t♥♦t❡s ✾✶✲✾✻ ✐♥ ❝❤❛♣t❡r ✸✳
✶✵
▼❇ ❳■■■✱ ♣✳ ✽✷✻❀ ❊▼❇ ❳■■■✱ ♣✳ ✻✹✵✳ ❈❢✳ ❢♦♦t♥♦t❡ ✶✼✶ ✐♥ ❝❤❛♣t❡r ✸✳
✶✶
❆s
✐♥
t❤❡
❜♦♦❦❧❡t
♦♥
✏❚❤❡
Pr❡✈❡♥t✐✈❡
❙②st❡♠
✐♥
t❤❡
❊❞✉❝❛t✐♦♥
♦❢
❨♦✉♥❣
P❡♦♣❧❡✳✑
❈❢✳
❖❊ ❳❳■❳ ❬✶✵✵❪❀
❈♦♥st✐t✉t♦♥s✳ ✳ ✳ ✱ ♣✳ ✷✹✼✳
✶✷
❈❢✳ ❢♦♦t♥♦t❡s ✸✾❀ ✹✷✲✹✸ ❛♥❞ ✶✺✺✲✶✺✻✱ ✶✻✼✱ ✶✽✵✲✶✽✷✱ ✶✽✻✲✶✽✾✱ ✷✷✶✱ ✐♥ ❝❤❛♣t❡r ✸✳
✶✼✷

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♦❢ t❤❡ ②♦✉♥❣st❡rs ✐s t❤❡ ♣♦s✐t✐✈❡ ❢❡❛t✉r❡ ♦❢ t❤❡ t❡❛❝❤❡r ✏❥♦✐♥✐♥❣ t❤❡ ♣✉♣✐❧s✬ r❡❝r❡❛t✐♦♥✳✑
❍❡ ✏❜❡❝♦♠❡s ❛ ❜r♦t❤❡r✑ t❤r♦✉❣❤ ❤✐s ✐♥t❡r❡st❡❞ ❛♥❞ ❥♦✈✐❛❧ ♣r❡s❡♥❝❡✳ ❆❝❝♦r❞✐♥❣ t♦ ♠s
❤❡ ❜❡❝♦♠❡s ❛ ✏r❡s♣❡❝t❡❞ ❜r♦t❤❡r✳✑ ❬✶✾❪
✹✳✶✳✺ ❈❤r✐st✐❛♥ ❧♦✈❡ ❬❝❛r✐tà❪✱ t❤❡ ✉♥s❡❧✜s❤ ❛♥❞ ❛r❞❡♥t ❝♦♠♠✐t♠❡♥t ❢♦r t❤❡
❜♦②s✬ ❣❡♥❡r❛❧ ✇❡❧❧✲❜❡✐♥❣ ❝♦♥t✐♥✉❡s ❜❡✐♥❣ ❛♥ ✐♠♣♦rt❛♥t ♠❡❛♥s t♦
♠❛❦❡ ♦♥❡s❡❧❢ ❧♦✈❡❞
❆ ❢❡✇ ②❡❛rs ♦❢ ❖r❛t♦r② ♣r❛❝t✐❝❡ ❤❛❞ ❝♦♥✈✐♥❝❡❞ ❉♦♥ ❇♦s❝♦ t❤❛t t❤❡ ❞❛✐❧② ✇♦r❦ ❢♦r ❛❜❛♥✲
❞♦♥❡❞ ❛♥❞ ♠♦r❛❧❧②✱ s♦❝✐❛❧❧② ❛♥❞ r❡❧✐❣✐♦✉s❧② ❛t r✐s❦ ②♦✉t❤ r❡q✉✐r❡❞ ❛ ❤✐❣❤ ❞❡❣r❡❡ ♦❢ ❝❤❛r✐t②✳
■♥ ✶✽✺✵ ❤❡ ✇r♦t❡ t♦ ❆✳ ❘♦s♠✐♥✐✿ ✏■t ✐s ❛❧❧ ❛❜♦✉t ❡r❡❝t✐♥❣ ❛ ♥❡✇ ❜✉✐❧❞✐♥❣ ❢♦r t❤❡ ❖r❛t♦r②
t❤❡ ❣♦❛❧ ♦❢ ✇❤✐❝❤ ✐s t❤❡ ❝✐✈✐❧✱ ♠♦r❛❧ ❛♥❞ r❡❧✐❣✐♦✉s ❡❞✉❝❛t✐♦♥ ♦❢ ❛ ❞❡s❡rt❡❞ ②♦✉t❤✳ ✳ ✳ ✳ ❇✉t
❝❛r✐tà ✇❡ ♥❡❡❞ ♣r✐❡sts ✇❤♦ ❛r❡ ✇❡❧❧ tr❛✐♥❡❞ ✐♥ ❈❤r✐st✐❛♥ ❧♦✈❡ ❬
❪✳✑ ❚❤✐s ❞❡s✐r❡ ✐s ❛❧♦♥❣ t❤❡
❧✐♥❡s ♦❢ t❤❡ ❢♦✉rt❤ r❡s♦❧✉t✐♦♥ ❛t ❤✐s ♦r❞✐♥❛t✐♦♥✿ ✏❚❤❡ ❝❤❛r✐t② ❛♥❞ t❤❡ ❦✐♥❞♥❡ss ♦❢ ❙t✳
❋r❛♥❝✐s ❞❡ ❙❛❧❡s ✇✐❧❧ ❣✉✐❞❡ ♠❡ ✐♥ ❡✈❡r②t❤✐♥❣✳✑ ❨❡❛rs ♦❢ ❡①♣❡r✐❡♥❝❡ ❡✈❡♥t✉❛❧❧② ❧❡❞ ❤✐♠ t♦
✇r✐t❡ ✐♥ ✶✽✼✼✿ ✏❚❤❡ ♣r❛❝t✐❝❡ ♦❢ t❤✐s ❬♣r❡✈❡♥t✐✈❡❪ s②st❡♠ ✐s ✇❤♦❧❧② ❜❛s❡❞ ♦♥ t❤❡ ✇♦r❞s ♦❢
❙t P❛✉❧ ✇❤♦ s❛②s✿ ❈❛r✐t❛s ♣❛t✐❡♥s ❡st✱ ❜❡♥✐❣♥❛ ❡st✳ ❖♠♥✐❛ s✉✛❡rt✱ ♦♠♥✐❛ s♣❡r❛t✱ ♦♠♥✐❛
s✉st✐♥❡t✳ ❈❤r✐st✐❛♥ ❧♦✈❡ ✐s ♣❛t✐❡♥t ❛♥❞ ❦✐♥❞✳ ✳✳✳ ❈❤❛r✐t② ❜❡❛rs ❛❧❧ t❤✐♥❣s✳✳✳ ❤♦♣❡s ❛❧❧
t❤✐♥❣s✱ ❡♥❞✉r❡s ❛❧❧ t❤✐♥❣s✳✑ ✶✸
■♥ t❤❡ ❝✐r❝✉❧❛r t♦ t❤❡ ❙❛❧❡s✐❛♥s ❛t ❱❛❧❞♦❝❝♦ t❤❛t r❡s♦❧✉t❡❧② st❛t❡❞ ♦♣✐♥✐♦♥ r❡❝❡✐✈❡s
❛ r❡♠❛r❦❛❜❧❡ ❝♦rr❡❝t✐♦♥ ❛♥❞ ✐♠♣♦rt❛♥t ❝♦♠♣❧❡t✐♦♥✳ ■♥❞❡❡❞✱ ❛❝❝♦r❞✐♥❣ t♦ ❇✉③③❡tt✐ ✕
▲❡♠♦②♥❡✱ ❵❝❛r✐t❛s✬ ♥♦ ❧♦♥❣❡r r❡♠❛✐♥s t❤❡ ♠♦st ✐♠♣♦rt❛♥t ❡❧❡♠❡♥t✿ ✏■ r❡♣❡❛t✿ ✐t ✐s ♥♦t
❡♥♦✉❣❤✳✑ ❬✶✸❪ ■ts r❡❛❧ ♠❡❛♥✐♥❣ ❤♦✇❡✈❡r ✐s ♥♦t ❧♦st✳ ❖♥ t❤❡ ❝♦♥tr❛r②✱ ✐t st✐❧❧ ❦❡❡♣s ✐ts
❢✉♥❞❛♠❡♥t❛❧ ✈❛❧✉❡✱ ❜✉t ✏✐t ✐s ♥♦t ❡♥♦✉❣❤✳✑
✹✳✶✳✻ ❚❤❡ ❙❛❧❡s✐❛♥s ❤❛✈❡ t♦ st❛② ❧♦②❛❧ t♦ t❤❡ ♣r❛❝t✐❝❡ ✭✐♠♣❧❡♠❡♥t❛t✐♦♥✮ ♦❢
t❤❡ Pr❡✈❡♥t✐✈❡ ❙②st❡♠
❏✉st ❧✐❦❡ ♦♥❡ ♦❢ t❤❡ ❝♦♥❝❧✉s✐♦♥s ♦❢ t❤❡ ❚❤✐r❞ ●❡♥❡r❛❧ ❈❤❛♣t❡r ✭✶✽✽✸✮ t❤✐s ♣✐❡❝❡ ♦❢ ✇r✐t✐♥❣
s❡r✈❡s ❛s ❛ ❝♦♥s♦❧✐❞❛t✐♦♥ ♦❢ ❤✐s ❡❞✉❝❛t✐♦♥❛❧ ♠❡t❤♦❞ ❬t❤❡ Pr❡✈❡♥t✐✈❡ ❙②st❡♠❪✳ ❆ ❢❡✇ ♣❡rt✐✲
♥❡♥t q✉❡st✐♦♥s ❛r❡ ❝r②st❛❧ ❝❧❡❛r✳ ❬✷✶✲✷✷❪ ❋♦r ❡①❛♠♣❧❡✱ ✏ ❲❤② ❞♦ t❤❡ s✉♣❡r✐♦rs ♠♦✈❡ ❛✇❛②
❢r♦♠ t❤❡ ♦❜s❡r✈❛♥❝❡ ♦❢ t❤❡ r✉❧❡s ❉♦♥ ❇♦s❝♦ ❤❛s ❣✐✈❡♥ t❤❡♠❄✑ ❉✉❡ t♦ t❤❡ ✐♥tr♦❞✉❝t✐♦♥ ♦❢
t❤❡ t❡r♠ ✏s②st❡♠✑✱ ❇✉③③❡tt✐✬s ♥❡①t q✉❡st✐♦♥ ✐s ✉♥❡q✉✐✈♦❝❛❧✿ ✏❲❤② t❤❡ r❡♣❧❛❝❡♠❡♥t ❧✐tt❧❡
❜② ❧✐tt❧❡ ♦❢ ❧♦✈✐♥❣ ❛♥❞ ✇❛t❝❤❢✉❧ ♣r❡✈❡♥t✐♦♥ ♦❢ ❞✐s♦r❞❡r✱ ❜② ❛ s②st❡♠ ✇❤✐❝❤ ✐s ❧❡ss ✐♥❝♦♥✈❡✲
♥✐❡♥t ❛♥❞ ✇♦r❦s ❢❛st❡r ❢♦r ✇❤♦ ✐s ✐♥ ❝♦♠♠❛♥❞❄✑ ❚❤❡ ♥❡①t ❢r❛❣♠❡♥t✿ ✏❙♦ ✐❢ ②♦✉ ✇❛♥t t❤❡
❖r❛t♦r② t♦ r❡t✉r♥ t♦ t❤❡ ❤❛♣♣② s✐t✉❛t✐♦♥ ♦❢ ♦❧❞✱ t❤❡♥ ❜r✐♥❣ ❜❛❝❦ t❤❡ ♦❧❞ s②st❡♠✑ s♦✉♥❞s
❡✈❡♥ ♠♦r❡ r❡s♦❧✉t❡✳ ■t ♠❡❛♥s t❤❛t t❤❡ s✉♣❡r✐♦r ✐s ❢♦❝✉s❡❞ ♦♥ ❣✉✐❞✐♥❣ t❤❡ ❜♦②s✬ ❜❡❤❛✈✐♦✉r
✐♥ ❛ ❢❛t❤❡r❧② ❬♦r ❵♣❛t❡r♥❛❧✬❪ ✇❛②✳ ❬✷✷✱ ♠s✳ ❪ ■♥ t❤✐s s❡♥t❡♥❝❡ t❤❡ ✇♦r❞ ✏❢❛t❤❡r❧②✑ ✇✐❧❧
r❡♠✐♥❞ t❤❡ ❢✉t✉r❡ r❡❛❞❡rs ♦❢ t❤❡ ✜rst ♣❛r❛❣r❛♣❤ ♦❢ t❤❡ ❧✐tt❧❡ tr❡❛t✐s❡ ♦♥ t❤❡ Pr❡✈❡♥t✐✈❡
❙②st❡♠✳
Pr❡✈❡♥t✐♦♥ t❤r♦✉❣❤ ❜❡✐♥❣ ❝❧♦s❡✱ ❛♥❞ ❛ss✐st❛♥❝❡✱ ♥♦t ♦♥❧② ♠❡❛♥s ♣r❡✈❡♥t✐♥❣ ♦r st♦♣♣✐♥❣
✇❤❛t ✐s ❞❡tr✐♠❡♥t❛❧ t♦ t❤❡ ❞❡✈❡❧♦♣♠❡♥t ❛♥❞ ❣r♦✇t❤ ♦❢ ②♦✉♥❣st❡rs✳ ■t ✐♥❝❧✉❞❡s ❛ ♣♦s✐t✐✈❡
✶✸❚❤❡ t❤r❡❡ q✉♦t❡s s✉❜s❡q✉❡♥t❧②✿ ❊ ✭♠✮✱ ✈♦❧✳ ♣r✐♠♦✱ ♣✳ ✾✾✴✼✲✶✶❀ ❇❘❆■❉❖✱ P✳✱ ❉♦♥ ❇♦s❝♦ ❡❞✉❝❛t♦r❡✳ ✳ ✳
♣✳ ✹✵✵✴✷✸✲✷✹ ❛♥❞ ✜♥❛❧❧② ❖❊ ❳❳■❳ ❬✶✵✷❪❀ ✱ ❈♦♥st✐t✉t✐♦♥s✳ ✳ ✳ ♣✳ ✷✹✽✲✷✹✾✳
✶✼✸

18.4 Page 174

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❝♦♥tr✐❜✉t✐♦♥ t♦ ❜❡❝♦♠✐♥❣ ❛ ❣♦♦❞ ❈❤r✐st✐❛♥ ❛♥❞ ✉♣r✐❣❤t ❝✐t✐③❡♥✳ ❇✉③③❡tt✐ ✐s ❛❧❧♦✇❡❞ t♦
✐❧❧✉str❛t❡ t❤✐s s✉♣❡r❜❧② t❤r♦✉❣❤ t❤❡ r♦❧❡ ♠♦❞❡❧s ♦❢ t❤❡ t❡❛❝❤❡r ❛♥❞ t❤❡ ♣r❡❛❝❤❡r ✇❤♦ ❥♦✐♥
✐♥ ✇✐t❤ t❤❡ ❜♦②s ❞✉r✐♥❣ r❡❝r❡❛t✐♦♥✱ t❛❦❡ ❛♥ ✐♥t❡r❡st ✐♥ t❤❡♠ ❛♥❞ ✇❤✐s♣❡r ❛ ❦✐♥❞ ✇♦r❞ ♦❢
❡♥❝♦✉r❛❣❡♠❡♥t ✐♥ t❤❡✐r ❡❛r❀ ❬✶✾✲✷✵❪ ❛ ❧✐tt❧❡ ✇♦r❞ ♦❢ ❝♦♠❢♦rt✱ s❡r✐♦✉s ❜✉t ❥♦✈✐❛❧ ❝♦rr❡❝t✐♦♥✱
❛ ✇♦r❞ ♦❢ ❣❡♥✉✐♥❡ ✐♥t❡r❡st ❛♥❞ s②♠♣❛t❤②✳ ❍❛❞ t❤❛t ♥♦t ❜❡❡♥ t❤❡ ❝♦r❡ ♦❢ ❉♦♥ ❇♦s❝♦✬s
♣r❡s❡♥❝❡ ✐♥ t❤❡ ②❡❛rs ❜❡❢♦r❡ ✶✽✼✵❄ ■t ✇❛s ❛ ❤❡❛✈❡♥❧②✱ ❛ ✇♦♥❞❡r❢✉❧ t✐♠❡ ❢♦r t❤❡ ❜♦②s
❜❡❝❛✉s❡ ❉♦♥ ❇♦s❝♦ ✇❛s ✏❛❧✇❛②s ❛♠♦♥❣ t❤❡ ❜♦②s✱ ❡s♣❡❝✐❛❧❧② ❞✉r✐♥❣ r❡❝r❡❛t✐♦♥✳✑ ❬✶✺❪ ❚❤❛t
✇❛s ♥♦t ♦♥❧② t♦ ❥♦✐♥ ✐♥ ✇✐t❤ t❤❡ ❣❛♠❡s✱ ❜✉t ❛❧s♦ ✏t♦ ❝♦♥t✐♥✉♦✉s❧② ❝♦♥✈❡rs❡ ✇✐t❤ t❤❡♠✑✱
❧✐st❡♥ t♦ t❤❡♠ ♦r s❡r✐♦✉s❧② t❛❧❦ ✇✐t❤ t❤❡♠✳
✹✳✶✳✼ ▼♦r❛❧ ✐♥t❡❣r✐t② ♦❢ t❤❡ ❡❞✉❝❛t♦r
■♥ t❤❡ ❞❡✜♥✐t✐✈❡ ❡❞✐t✐♦♥ ♦❢ t❤❡ ❧❡tt❡r t♦ t❤❡ ❙❛❧❡s✐❛♥s ❛t ❱❛❧❞♦❝❝♦ ❋r✳ ▲❡♠♦②♥❡ ♣❛②s
♠♦r❡ ❛tt❡♥t✐♦♥ t♦ ✐❞❡❛s ✇❤✐❝❤ ♦❝❝✉r ✐♥ t❡❧❡❣r❛♣❤✐❝ st②❧❡ ✐♥ ✱ ❜✉t ❤❛r❞❧② ❛♣♣❡❛r ✐♥ ❈ ♦r
❡✈❡♥ ♥♦t ❛t ❛❧❧✳ ■t ❝♦♥❝❡r♥s ❥❡❛❧♦✉s② ❛♥❞ ♣❛rt✐❝✉❧❛r ❢r✐❡♥❞s❤✐♣s✳ ■t ✐s ❝❧❡❛r ❤❡ ❝♦♥s✐❞❡r❡❞
✐t ♥❡❝❡ss❛r② ❣♦✐♥❣ ♦♥ ✇❛r♥✐♥❣ ❞❡❧✐❝❛t❡❧② ❢♦r ❝❡rt❛✐♥ ♠♦r❛❧ ❞❛♥❣❡rs✳ ❈❛✉t✐♦♥ ✐s t♦ ❜❡
r❡❝♦♠♠❡♥❞❡❞ ♣❛rt✐❝✉❧❛r❧② ✇❤❡♥ ✐♠♣❧❡♠❡♥t✐♥❣ t❤❡ Pr❡✈❡♥t✐✈❡ ❙②st❡♠ ❛♥❞ ✐ts ❝❧♦s❡♥❡ss
t♦ ②♦✉♥❣st❡rs ❛s ✐s r❡q✉✐r❡❞ ❜② ✐t✳ ❉♦♥ ❇♦s❝♦ ♣✉t ✐t ✐♥t♦ str✐❝t ❛♥❞ ❝♦♥❝✐s❡ ✇♦r❞s ✐♥ ❤✐s
▲✐tt❧❡ ❚r❡❛t✐s❡ ♦♥ t❤❡ Pr❡✈❡♥t✐✈❡ ❙②st❡♠✿ ✏❚❡❛❝❤❡rs✱ ❝r❛❢ts♠❛st❡rs ❛♥❞ ❛ss✐st❛♥ts ♠✉st
❜❡ ♦❢ ❛❝❦♥♦✇❧❡❞❣❡❞ ♠♦r❛❧✐t②✳✑ ✶✹ ■t ✐s ❛ ❝♦♥st❛♥t ❢❛❝t♦r ✐♥ ❉♦♥ ❇♦s❝♦✬s ❛❞❞r❡ss❡s✳ ■t ✐s
t♦♦ ❡ss❡♥t✐❛❧ t♦ t❤❡ ❢✉❧❧ ❝♦♥t❡①t ♦❢ t❤❡ t❡①t t♦ ♣✉s❤ ✐t ❛s✐❞❡ ❛s ✐♥❝✐❞❡♥t❛❧ ♦r ✐rr❡❧❡✈❛♥t ✐♥
t❤✐s s✉r✈❡②✳
❊❛❝❤ ♦❢ t❤❡s❡ ✐t❡♠s ✐s ❛ ❝♦♥✜r♠❛t✐♦♥ ♦❢ ❡ss❡♥t✐❛❧ ❡❧❡♠❡♥ts ✐♥ ❡❞✉❝❛t✐♦♥ ✐♥ ❉♦♥ ❇♦s❝♦✬s
s♣✐r✐t✳ ❚❤❡② ❛r❡ ❡ss❡♥t✐❛❧ t♦ s✉❝❤ ❛♥ ❡①t❡♥t t❤❛t ✐t ❝❛✉s❡❞ ❱❛❧❡♥t✐♥✐ t♦ q✉❛❧✐❢② t❤✐s ✐t❡♠ ❛s
✏t❤❡ ▼❛❣♥❛ ❈❛rt❛ ♦❢ t❤❡ ❙❛❧❡s✐❛♥ ❡❞✉❝❛t✐♦♥❛❧ s②st❡♠✑✳ ❚❤❡ q✉❛❧✐✜❝❛t✐♦♥ ❝❛♥ ❜❡ ❢✉rt❤❡r
❥✉st✐✜❡❞ ✐❢ ✇❡ ❝♦♥♥❡❝t ✐t t♦ ♦t❤❡r ❛s♣❡❝ts ✇❤✐❝❤ ❛❧s♦ ♦❝❝✉♣② ❛ ♣r♦♠✐♥❡♥t ♣❧❛❝❡ ✐♥ t❤❡
❛♠♦r❡ ❝✐r❝✉❧❛r t♦ t❤❡ ❝♦♥❢r❡r❡s✳ ❚❤❡s❡ ❛s♣❡❝ts ❛r❡ r❡❧❛t❡❞ t♦ ❝♦♥✜❞❡♥❝❡✱ ❛✛❡❝t✐✈❡ ❧♦✈❡ ❬
❛♥❞ ❢❛♠✐❧✐❛r✐t②✳
✹✳✷ ❚❤❡ ❡①♣❧✐❝✐t ❞❡♥♦♠✐♥❛t✐♦♥ ❛♥❞ ❡♠♣❤❛s✐s ♦❢ ❡❧❡♠❡♥ts
✇❤✐❝❤ ✇❡r❡ ❧❡ss ♣r❡s❡♥t ✐♥ t❤✐s ✇❛② ♦r ❡✈❡♥ ❛❜s❡♥t ✉♣ t♦
✶✽✽✹✳
■t ✐s ✈✐rt✉❛❧❧② ✐♠♣♦ss✐❜❧❡ ♥♦t t♦ ❛❝❦♥♦✇❧❡❞❣❡ t❤❡ ❡♠♣❤❛s✐s ❜♦t❤ ❇✉③③❡tt✐ ❛♥❞ ❱❛❧❢rè ♣✉t
♦♥ t❤❡ ♥❡❝❡ss✐t② ♦❢ tr✉st ❢♦r ❛ ❣♦♦❞ ❛♥❞ s✉❝❝❡ss❢✉❧ ❡❞✉❝❛t✐♦♥✳
✹✳✷✳✶ ❚r✉st✐♥❣ ❡❛❝❤ ♦t❤❡r ✐s ✐♥❞✐s♣❡♥s❛❜❧❡ ✐♥ ❡❞✉❝❛t✐♦♥
■♥ ❛ ✜rst r❡❛❝t✐♦♥ t♦ t❤❡ ❞❡s❝r✐♣t✐♦♥ ♦❢ t❤❡ ♣r❡✲✶✽✼✵ ❧✐✈❡❧② ♣❧❛②❣r♦✉♥❞ s❝❡♥❡ t❤❡ ❧❡tt❡r
t♦ t❤❡ ❙❛❧❡s✐❛♥s ✐♠♠❡❞✐❛t❡❧② ♣✉ts t❤❡ ♣♦s✐t✐✈❡ q✉❛❧✐t② ♦❢ ♠✉t✉❛❧ tr✉st ✐♥t♦ t❤❡ ♣✐❝t✉r❡✳
✶✹
❇❖❙❈❖✱
●✳✱
■❧
s✐st❡♠❛
♣r❡✈❡♥t✐✈♦✳✳✳
♣✳
✽✺✴✹✹✵✲✹✹✶❀ ❈♦♥st✐t✉t✐♦♥s✳✳✳✱ ♣✳
✷✹✾✴✷✳
❈❢✳
❢♦♦t♥♦t❡ ✷✺✶ ✐♥
❝❤❛♣t❡r ✸✳
✶✼✹

18.5 Page 175

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❚❤✐s ✐s r❡❛❧✐③❡❞ ❜② t❤❡ s✉♠♠❛r② t❤♦✉❣❤t✿ ✏❨♦✉ ❝♦✉❧❞ s❡❡ t❤❛t t❤❡ ❣r❡❛t❡st ❝♦r❞✐❛❧✐t② ❛♥❞
❝♦♥✜❞❡♥❝❡ r❡✐❣♥❡❞ ❜❡t✇❡❡♥ ②♦✉♥❣st❡rs ❛♥❞ s✉♣❡r✐♦rs✳✑ ❬✻❪ ✏❆♥❞ t❤❡ ❬❣r❡❛t❡st❪ ❝♦♥✜❞❡♥❝❡✑
✐s ❛ ✈❛❧✉❛❜❧❡ ❛❞❞✐t✐♦♥ t♦ t❤❡ ♣r❡✈✐♦✉s ❡❞✐t✐♦♥ ❛♥❞ ❛ ♠❡❛♥✐♥❣❢✉❧ ❞✐✈✐s✐♦♥ ♦❢ ❛ s✉❣❣❡st✐♦♥
✐♥ ✇❤❡r❡ ✐t ✇❛s ♥♦t❡❞ s✐♠♣❧② ❛s✿ ✏♠❛② ❝♦r❞✐❛❧ tr✉st ❡♥t❡r✑✳ ❱❛❧❢rè✱ t❤❡ ✜rst ♣❛st
♣✉♣✐❧✱ ♠❛❦❡s t❤✐s q✉♦t❡ ❡✈❡♥ str♦♥❣❡r ❛♥❞ ❡①♣❧❛✐♥s✿ ✏▲♦♦❦✿ ❢❛♠✐❧✐❛r✐t② ✭❝❧♦s❡♥❡ss✮ ❧❡❛❞s
❛♠♦r❡ t♦ ❛✛❡❝t✐♦♥ ❬
❪ ❛♥❞ ❛✛❡❝t✐♦♥ ❜r✐♥❣s ❝♦♥✜❞❡♥❝❡✳✑ ❬✻❪ ❙✉❜s❡q✉❡♥t❧② ❤❡ ❞❡s❝r✐❜❡s t❤❡
❜❡♥❡✜❝✐❛❧ ✐♥✢✉❡♥❝❡ ♦❢ t❤❡ tr✉st t❤✉s ❝r❡❛t❡❞ ♦♥ t❤❡ ❜♦②s✬ ❝♦♥❞✉❝t✳ ❬✻❪ ❆❢t❡r t❤✐s ❡♠♣❤❛s✐s
✐t ✐s r❛t❤❡r str❛♥❣❡ t❤❛t ❉♦♥ ❇♦s❝♦ ❞♦❡s ♥♦t ♠❡♥t✐♦♥ ✏❝♦♥✜❞❡♥❝❡✑ ✇❤❡♥ ❛s❦✐♥❣ ❢♦r t❤❡
♣♦ss✐❜✐❧✐t② ♦❢ ✏r❡✲❛♥✐♠❛t✐♦♥✑ ♦r r❡✈✐✈❛❧✳ ❬✶✶❪
▲✐❦❡ ❱❛❧❢rè✱ ❇✉③③❡tt✐ t♦♦ ❡♠♣❤❛s✐③❡s t❤❡ ♥❡❡❞ ❢♦r ❝♦♥✜❞❡♥❝❡ ✐♥ ♦r❞❡r t♦ ✏❜r❡❛❦ ❞♦✇♥
t❤❡ ❜❛rr✐❡r ♦❢ ❞✐str✉st✳✑ ■♥ ❞♦✐♥❣ s♦ ❤❡ t✉r♥s ❝♦r❞✐❛❧✐t② ❛♥❞ tr✉st✱ ✇❤✐❝❤ ❜❡❢♦r❡ ❤❛❞ ❜❡❡♥
❥✉①t❛♣♦s❡❞✱ ❛❣❛✐♥ ✐♥t♦ ❛ ✉♥✐t②✿ ✏r❡♣❧❛❝❡ ✐t ✇✐t❤ ❝♦r❞✐❛❧ tr✉st✳✑ ■t ❝♦♥❝❡r♥s t❤❡ ❦✐♥❞ ♦❢
✉♥✐t② ✇❤✐❝❤ ❉♦♥ ❇♦s❝♦ ❤❛❞ ✐♥❞✐❝❛t❡❞ ✇❤❡♥ s✉❣❣❡st✐♥❣ t❤❡ ❝✉rs♦r② ♥♦t❡s ♦❢ ♠❛♥✉s❝r✐♣t
✳ ❬✶✽❪ ❆❧s♦ ❛❝❝♦r❞✐♥❣ t♦ ❇✉③③❡tt✐ ❢❛♠✐❧✐❛r✐t② ❛♥❞ t❤❡ ❝r❡❛t✐♦♥ ♦❢ tr✉st ❜❡❧♦♥❣ t♦❣❡t❤❡r
❛♥❞ t❤❡ ❜❡♥❡✜❝✐❛❧ ✐♥✢✉❡♥❝❡ ♦♥ t❤❡ ②♦✉♥❣ ✐s t❤❡ s❛♠❡✿ ✏t❤✐s ❝♦♥✜❞❡♥❝❡ ❝r❡❛t❡s ❛♥ ❡❧❡❝tr✐❝
❝✉rr❡♥t ❜❡t✇❡❡♥ ②♦✉♥❣st❡rs ❛♥❞ t❤❡✐r s✉♣❡r✐♦rs✑ ❛♥❞ ✏❤❡❛rts ❛r❡ ♦♣❡♥❡❞✳✑ ❬✷✵❪ ❆t t❤❡
❡♥❞ ♦❢ t❤❡ ❝♦♥✈❡rs❛t✐♦♥ ✇✐t❤ ❇✉③③❡tt✐✱ tr✉st r❡❝❡✐✈❡s t❤❡ ♣♦s✐t✐♦♥ ✐t ❞❡s❡r✈❡s✱ ✐✳❡✳ ✐♥ ❉♦♥
❇♦s❝♦✬s q✉❡st✐♦♥✿ ✏❆♥❞ ✇❤✐❝❤ ✐s t❤❡ ♠♦st ✐♠♣♦rt❛♥t ♠❡❛♥s t♦ ❛❧❧♦✇ ❢❛♠✐❧✐❛r✐t②✱ ❧♦✈❡
❛♥❞ ❝♦♥✜❞❡♥❝❡ t♦ tr✐✉♠♣❤❄✑ ❬✷✸❪ ❚❤✐s ✐♥st❛♥t❧② ♣✉ts t❤❡ t❤r❡❡ ❢❛❝t♦rs t♦❣❡t❤❡r ✐♥ t❤❡
s♣♦t❧✐❣❤ts✳
❚r✉st ❝❛♥ ❜❡ ❝r❡❛t❡❞ ❛♥❞ ✇♦♥ ❜② st❡♣♣✐♥❣ ❞♦✇♥ ❢r♦♠ t❡❛❝❤✐♥❣ ❛♥❞ t❤❡ ♣✉❧♣✐t✱ ❜② ❜❡✐♥❣
❛♠✐❞st t❤❡ ❜♦②s ♦♥ t❤❡✐r ❧❡✈❡❧✱ ❜② t❛❦✐♥❣ ♣❛rt ✐♥ t❤❡✐r ❝♦♥✈❡rs❛t✐♦♥s ❛♥❞ ❧✐st❡♥✐♥❣ t♦ ✇❤❛t
♣r❡♦❝❝✉♣✐❡s t❤❡♠✱ ✇❤❛t ♠❛❦❡s t❤❡♠ ❤❛♣♣② ♦r s❛❞✳ ❬✶✾✲✷✵❪ ❚❤❡ st♦r② ♦❢ ❉♦♥ ❇♦s❝♦✬s
✐♥t❡r✈✐❡✇ ✇✐t❤ ❈❛r❞✐♥❛❧ ❚♦st✐ ✐❧❧✉str❛t❡s t❤✐s ❜r✐❧❧✐❛♥t❧② ✐♥ t❤❡ ❝♦♠♠❡♥ts ♦❢ ❝❤❛♣t❡r ✸✳✶✺
❍✐❣❤❧✐❣❤t✐♥❣ ❣✐✈✐♥❣ ❛♥❞ ♣r♦♠♣t✐♥❣ ❝♦♥✜❞❡♥❝❡ ✐s ♥♦ ✉♥❡①♣❡❝t❡❞ ♥♦✈❡❧t② ✐♥ ❉♦♥ ❇♦s❝♦✬s
t❤✐♥❦✐♥❣ ❛♥❞ s♣❡❛❦✐♥❣✳ ❚❤❡ ❞✐s❝✉ss✐♦♥ ♦❢ t❤❡ ❝♦♥t❡♥t ❡❧❡♠❡♥ts r❡✈❡❛❧s t❤❛t ❉♦♥ ❇♦s❝♦
t❛❧❦❡❞ ❛❜♦✉t ✐t ♦♣❡♥❧② ✐♥ ❤✐s ❣♦♦❞ ♥✐❣❤ts✳✶✻ ❲❡ ❝♦✉❧❞ ❛❧✇❛②s ❛❞❞ s♦♠❡ ♠♦r❡ ♦❢ ❤✐s
q✉♦t❡s✳ ■♥ t❤❡ ❞✐s❝✉ss✐♦♥ ♦❢ t❤❡ t❡①t ✐t ✇❛s ♣♦✐♥t❡❞ ♦✉t ✐♥ t❤❡ t❤✐r❞ ❝❤❛♣t❡r t❤❛t ❤❡ ❤❛❞
♦♥❝❡ ♠❡♥t✐♦♥❡❞ tr✉st ❛♠♦♥❣ t❤❡ s❡✈❡♥ s❡❝r❡ts ♦❢ ❤✐s ♠❡t❤♦❞✳ ■♥ t❤❡ ❝♦♥❝❧✉s✐♦♥s ♦❢ t❤❡
❚❤✐r❞ ●❡♥❡r❛❧ ❈❤❛♣t❡r ❤❡ ♣✉t ❢♦r✇❛r❞ t❤✐s ❛s♣❡❝t ❛s ♦♥❡ ♦❢ t❤❡ ♣r♦✜ts ♦❢ t❤❡ r❡❝t♦r✬s
❛❞❡q✉❛t❡ ✐♥t❡r✈❡♥t✐♦♥ ❝♦♥❝❡r♥✐♥❣ ♣✉♥✐s❤♠❡♥ts✳✶✼ ❋✉rt❤❡r♠♦r❡ ✇❡ ♦✉❣❤t ♥♦t t♦ ❢♦r❣❡t
t❤❛t ❤❡ ❣❛✈❡ t❤❡ ❢♦❧❧♦✇✐♥❣ r❡❝♦♠♠❡♥❞❛t✐♦♥ t♦ t❤❡ r❡❝t♦rs ✐♥ ✶✽✼✻✿ ✏ ❬❇❡s✐❞❡s ❞❡❛❧✐♥❣
❦✐♥❞❧② ✇✐t❤ t❤❡ ♦❧❞❡r ❜♦②s❪ t❤❡ s✉♣❡r✐♦r s❤♦✉❧❞ ❛❧s♦ s❤♦✇ t❤❡♠ ❣r❡❛t tr✉st✱ ❡s♣❡❝✐❛❧❧②
t❤♦s❡ ✇❤♦ s❡❡♠ ✐♥❝❧✐♥❡❞ t♦ t❤❡ ♣r✐❡st❤♦♦❞✳✑ ✶✽ ❚r✉st ✐s ❛♥ ✏❡❧❡❝tr✐❝ ❝✉rr❡♥t✑ ✐♥ ❜♦t❤
❞✐r❡❝t✐♦♥s✳ ❚❤❡ ❛❞✉❧ts ❣✐✈❡ ❛♥❞ r❡❝❡✐✈❡✱ r❡❝❡✐✈❡ ❛♥❞ ❣✐✈❡✳ ❚❤❡ ❜♦②s ❣✐✈❡ ❛♥❞ r❡❝❡✐✈❡✱
r❡❝❡✐✈❡ ❛♥❞ ❣✐✈❡✳ ❙t✐❧❧ t❤❡ ❝♦♠♣♦♥❡♥t tr✉st ❞♦❡s ♥♦t t✉r♥ ✉♣ ❢r❡q✉❡♥t❧② ✐♥ st✉❞✐❡s ❛❜♦✉t
❉♦♥ ❇♦s❝♦✬s ❡❞✉❝❛t✐♦♥❛❧ ♠❡t❤♦❞✳✶✾ ■t ❝♦✉❧❞ ❜❡ ❛ttr✐❜✉t❡❞ ♣❛rt❧② t♦ t❤❡ s♠❛❧❧ ❛♠♦✉♥t
✶✺❈❢✳ t❡①t ✈✐❛ ❢♦♦t♥♦t❡ ✶✷✼ ✐♥ ❝❤❛♣t❡r ✸✳
✶✻❈❢✳ ❢♦♦t♥♦t❡s ✶✸✹✱ ✶✻✵✱ ✶✼✽ ❛♥❞ ❢♦♦t♥♦t❡ ✷✵✾ ✐♥ ❝❤❛♣t❡r ✸✳
✶✼❈❢✳ ❢♦♦t♥♦t❡s ✶✹✵ ❛♥❞ ✷✵✾ ✐♥ ❝❤❛♣t❡r ✸ ❛♥❞ ❢♦♦t♥♦t❡ ✼✾ ✐♥ ❝❤❛♣t❡r ✶✳
✶✽❈❢✳ ❢♦♦t♥♦t❡ ✷✶✾ ✐♥ ❝❤❛♣t❡r ✸✳ ❈❢✳ ▼❇ ❳■■✱ ♣✳ ✽✸✴✐t❡♠ ✸❀ ❊▼❇ ❳■■✱ ♣✳ ✻✾✳
✶✾❏✳ ❙❝❤❡♣❡♥s ❛♥❞ ❊✳ ❱❛❧❡♥t✐♥✐ ✇r♦t❡ ♣❛rt ♦❢ ❛♥ ❛rt✐❝❧❡ ♦♥ ❝♦♥✜❞❡♥❝❡ ✐♥ ❡❞✉❝❛t✐♦♥✱ ❜✉t ❜❛s❡❞ t❤❡♠s❡❧✈❡s
❡①❝❧✉s✐✈❡❧② ♦♥ ✏❚❤❡ ▲❡tt❡rs ❢r♦♠ ❘♦♠❡✑✳ ❙❈❍❊P❊◆❙✱ ❏✳✱ ❉❡ ❜r✐❡✈❡♥ ✉✐t ❘♦♠❡ ❝❤❛rt❡r ✈❛♥ ✈❡rtr♦✉✇❡♥
❡♥ ❣❡❧♦♦❢ ✐♥ ❞❡ ♦♣✈♦❡❞✐♥❣ ✐♥ ❇❡❣❡❡st❡r❞ ❞♦♦r ❞♦♥ ❇♦s❝♦✱ ❖♣✈♦❡❞✐♥❣ ❡♥ s♣✐r✐t✉❛❧✐t❡✐t✱ ❖✉❞✲❍❡✈❡r❧❡❡✱
✶✼✺

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♦❢ ❝❧❡❛r ✉tt❡r❛♥❝❡s ❜② ❉♦♥ ❇♦s❝♦ ❤✐♠s❡❧❢ ❜❡❢♦r❡ ✶✽✽✹✳✷✵ ■t ❝❛♥ ❛❧s♦ ❜❡ ♣❛rt❧② ❛ttr✐❜✉t❡❞
t♦ t❤❡ ✉♥❝❡rt❛✐♥t② ❛❜♦✉t t❤❡ ❡①❛❝t ❞❛t❡ ❛♥❞ t❤❡ ❝♦♥t❡♥t ♦❢ ❤✐s ❡✈❡♥✐♥❣ ❛❞❞r❡ss❡s ✇r✐tt❡♥
❞♦✇♥ ❛❢t❡r t❤❡s❡ ❣♦♦❞ ♥✐❣❤ts✳ ❚❤❛t ✐s t❤❡ ❝❛s❡ ❢♦r t❤❡ ❧✐tt❧❡ s♣❡❡❝❤ ❛t t❤❡ st❛rt ♦❢
t❤❡ s❝❤♦♦❧ ②❡❛r ✶✽✻✸✲✶✽✻✹✳✷✶ ▲❛❝❦ ♦❢ str♦♥❣ ❡✈✐❞❡♥❝❡ ♦r s❝✐❡♥t✐✜❝ ✉s❡❢✉❧♥❡ss ♦❢ ❝❡rt❛✐♥
q✉♦t❡s ❛❧s♦ ♣❧❛②s ❛ ♣❛rt✳✷✷ ❖♥ t❤❡ ♦t❤❡r ❤❛♥❞ t❤✐s r❡♠❛r❦❛❜❧❡ s✐❧❡♥❝❡ ❛❜♦✉t t❤❡ r♦❧❡
♦❢ ❝♦♥✜❞❡♥❝❡ ✐♥ ❡❞✉❝❛t✐♦♥ ✐s ✐♥❝♦♠♣r❡❤❡♥s✐❜❧❡✱ ❢♦r ✐♥ ♦♥❡ ♦❢ ❤✐s ✇♦r❦s P✳ ❇r❛✐❞♦ q✉♦t❡s
str❛✐❣❤t❢♦r✇❛r❞❧② t❤❡ r❡❝♦♠♠❡♥❞❛t✐♦♥ ♦❢ ✶✽✼✻✳✷✸ ▼♦r❡♦✈❡r ❤❡ s✉♣♣❧✐❡❞ ❛ ❝r✐t✐❝❛❧ ❡❞✐t✐♦♥
♦❢ t❤❡ t❡♥ ✏●❡♥❡r❛❧ ❆rt✐❝❧❡s✑ ✐♥ ✶✾✽✼✳ ❚❤❡r❡ ❉♦♥ ❇♦s❝♦ ✇r♦t❡ ✐♥ ✶✽✼✼✿ ✏❚❤❡② ❬t❤❡ ❣r❡❛t
♠❛❥♦r✐t② ♦❢ t❤❡ ②♦✉♥❣st❡rs❪ ❤❛✈❡ t♦ ❜❡ ❡♥❝♦✉r❛❣❡❞ t♦ ✇♦r❦✳ ❚❤✐s ✐s ❞♦♥❡ ❜② s♠❛❧❧ r❡✇❛r❞s
❛♥❞ ❜② s❤♦✇✐♥❣ ②♦✉ ♣✉t ❛ ❣r❡❛t tr✉st ✐♥ t❤❡♠ ✇✐t❤♦✉t ♥❡❣❧❡❝t✐♥❣ s✉r✈❡✐❧❧❛♥❝❡✳✑ ✷✹ ❚❤❛t
✐s ❛ ✈❡r② ✐♠♣♦rt❛♥t ❣✉✐❞❡❧✐♥❡ ❢♦r ✐ts ✈❡r② ❝♦♥t❡♥t ♦❜✈✐♦✉s❧②✱ ❜✉t ❛❧s♦ ❜❡❝❛✉s❡ ❉♦♥ ❇♦s❝♦
s❡❛♠❧❡ss❧② ❥♦✐♥s t❤❡ ✶✽✼✻ ❝♦♥❢❡r❡♥❝❡✳ ❆ ②❡❛r ❧❛t❡r ✐♥ t❤❛t st❛♥❞❛r❞ ♦❢ t❤❡ ●❡♥❡r❛❧ ❆rt✐❝❧❡s
❤❡ ✇♦✉❧❞ ❛❣❛✐♥ ❡♠♣❤❛s✐③❡ tr✉st✱ ✇❤✐❝❤ ❡❞✉❝❛t♦rs ♥❡❡❞ t♦ ❤❛✈❡ ✐♥ t❤❡ ❜♦②s✳ ❚❤✐s ❛rt✐❝❧❡
❜❡❝♦♠❡s ❡✈❡♥ ♠♦r❡ s✐❣♥✐✜❝❛♥t ✐❢ ♦♥❡ ♣❛②s ❛tt❡♥t✐♦♥ t♦ t❤❡ ❝♦♥t❡①t✳ ❚❤✐s ❝♦♥t❡①t ❝♦♥s✐sts
♦❢ ❛ ❝♦♥❝✐s❡ s✉♠♠❛r② ♦❢ ❡ss❡♥t✐❛❧ ❛rt✐❝❧❡s ♦r ♣❡❞❛❣♦❣✐❝❛❧ ❣✉✐❞❡❧✐♥❡s✳ ❋✐♥❛❧❧② t❤❡r❡ ❛r❡ t❤❡
❝♦♥❝❧✉s✐♦♥s ♦❢ t❤❡ ❚❤✐r❞ ●❡♥❡r❛❧ ❈❤❛♣t❡r✳ ❚❤❡② ❤❛✈❡ ❜❡❡♥ t❛❦❡♥ ❞♦✇♥ ✐♥ ❛ s✉✣❝✐❡♥t❧②
r❡❧✐❛❜❧❡ ✇❛②✳
❆♥②✇❛②✱ ✐♥ t❤✐s ❝✐r❝✉❧❛r t♦ t❤❡ ❙❛❧❡s✐❛♥s ♥♦t ♦♥❧② t❤❡ ♥❡❡❞ ❢♦r t❤❡ ❜♦②s✬ tr✉st t♦✇❛r❞s
t❤❡✐r ❡❞✉❝❛t♦rs ✐s ✈❡r② str♦♥❣❧② ❡♠♣❤❛s✐③❡❞✱ ❜✉t ❛❧s♦ t❤❡ ✇❛②s ❤♦✇ ❡❞✉❝❛t♦rs ♠❛② ✇✐♥
t❤❛t tr✉st✳
❚❤❡ ❡♠♣❤❛s✐s ♦♥ t❤❡ t❡r♠ ❢❛♠✐❧✐❛r✐t② ✐s ♥♦ ❧❡ss ❡①♣❧✐❝✐t✳ ❇♦t❤ ❱❛❧❢rè✬s ❛♥❞ ❇✉③③❡tt✐✬s
❝♦♠♠❡♥t ✐♥tr♦❞✉❝❡ t❤❡ t❡r♠ ❛♥❞ ♣✉t ✐t ✐♥ t❤❡ ❢✉❧❧ ❧✐♠❡❧✐❣❤t✳
✹✳✷✳✷ ❋❛♠✐❧✐❛r✐t②
❆❢t❡r ❱❛❧❢rè ❛♥❞ ❉♦♥ ❇♦s❝♦ ❤❛❞ ✇❛t❝❤❡❞ t❤❡ s❝❡♥❡ ♦❢ t❤❡ ✜rst ❞❡s❝r✐❜❡❞ r❡❝r❡❛t✐♦♥ t✐♠❡
✇✐t❤ ❣r❡❛t ♣❧❡❛s✉r❡✱ ❱❛❧❢rè ❝♦♥❝❧✉❞❡❞✿ ✏❨♦✉ s❡❡✱ ❢❛♠✐❧✐❛r✐t② ✭❝❧♦s❡♥❡ss✮ ❝r❡❛t❡s ❧♦✈❡ ❛♥❞
❧♦✈❡ ❝r❡❛t❡s ❝♦♥✜❞❡♥❝❡✳✑ ❬✻❪ ❍❡ ✉s❡s t❤❡ ✇♦r❞ ❢❛♠✐❧✐❛r✐t② t♦ ❝❤❛r❛❝t❡r✐③❡ t❤❡ ✇❛② ❉♦♥
❇♦s❝♦✬s ❝♦✲✇♦r❦❡rs ❞❡❛❧t ✇✐t❤ t❤❡ ❜♦②s ❛♥❞ t❤❡ ✇❛② t❤❡ ❜♦②s ❞❡❛❧t ✇✐t❤ ✏t❤❡ ❝❧❡r✐❝s ❛♥❞
t❤❡ ♣r✐❡sts✳✑ ❚❤✐s ✇❛② ❝♦♥s✐st❡❞ ♦❢ ❉♦♥ ❇♦s❝♦✬s ❝♦✲✇♦r❦❡rs ♣❧❛②✐♥❣✱ s✐♥❣✐♥❣ ❛♥❞ s❤♦✉t✐♥❣
s♣♦♥t❛♥❡♦✉s❧② ❛♥❞ ❝❤❡❡r❢✉❧❧② ✇✐t❤ t❤❡ ❜♦②s ❛♥❞ ❛❧s♦ ♦❢ t❤❡✐r ❥♦✈✐❛❧❧② r❡❧❛t✐♥❣ st♦r✐❡s ♦r
❡♥❣❛❣✐♥❣ ✐♥ ❛ ❢❛♠✐❧✐❛r ❝♦♥✈❡rs❛t✐♦♥✳ ❚❤✐s ❝♦♥✜❞❡♥t✐❛❧ ❛♥❞ ❥♦✈✐❛❧ ✇❛② ♦❢ ❞❡❛❧✐♥❣ ✇✐t❤
❡❛❝❤ ♦t❤❡r ♠❛♥✐❢❡st❡❞ ✐ts❡❧❢ t❤r♦✉❣❤ ✏t❤❡ ❣r❡❛t❡st ❝♦r❞✐❛❧✐t② ❛♥❞ t❤❡ ❣r❡❛t❡st ❝♦♥✜❞❡♥❝❡✑
❛❝❝♦r❞✐♥❣ t♦ t❤❡ ❡❞✐t♦r✬s ❛♣♣r❡❝✐❛t✐♦♥✳ ❬✻❪
❇✉③③❡tt✐ t♦♦ t❤✐♥❦s t❤❛t ❢❛♠✐❧✐❛r✐t② ✐s ♦❢ ❝r✉❝✐❛❧ ✐♠♣♦rt❛♥❝❡✱ ❡s♣❡❝✐❛❧❧② ✏❞✉r✐♥❣ r❡❝r❡✲
❛t✐♦♥✑✳ ❆♥ ✉♥❢♦r❝❡❞✱ ❥♦✈✐❛❧ ❛♥❞ ❝♦♥✜❞❡♥t✐❛❧ ❛tt✐t✉❞❡ t♦✇❛r❞s t❤❡ ❜♦②s ✐s ❛❜s♦❧✉t❡❧②
✐♥❞✐s♣❡♥s❛❜❧❡ ✏t♦ ❜r❡❛❦ ❞♦✇♥ t❤❛t ❜❛rr✐❡r✳✑ ❬✶✽❪ ❋♦r ❤✐♠ t♦♦ ❢❛♠✐❧✐❛r✐t② ❝♦♥s✐sts ♦❢ t❤❡
❉♦♥ ❇♦s❝♦✈♦r♠✐♥❣s❝❡♥tr✉♠✱ ✵✺✱ ✷✵✵✸✱ ♣♣✳ ✺✺✲✻✾✳ ❱❆▲❊◆❚■◆■✱ ❊✳✱ ▲❛ ♣❡❞❛❣♦❣✐❛ ♠❛r✐❛♥❛✳ ✳ ✳ ✱ ♣♣✳
✶✹✹✲✶✹✼✳
✷✵❆s ❢❛r ❛s t❤❡ ❧❡tt❡rs ❛r❡ ❝♦♥❝❡r♥❡❞ ♦♥❧② ✐♥✿ ❊ ✭♠✮✱ ✈♦❧✳ t❡r③♦✱ ♣♣✳ ✶✹✹ ❛♥❞ ✺✵✶✳ ❊ ✭♠✮✱ ✈♦❧✳ q✉❛rt♦✱ ♣✳
✶✻✹✳ ❇■❊❙▼❆◆❙✱ ❘✳✱ ❉❡ ❜r✐❡❢ ✉✐t ❘♦♠❡ ❛❛♥ ❞❡ ❥♦♥❣❡♥s✳✳✳✱ ♣♣✳ ✸✶ ❛♥❞ ✸✻✳
✷✶❇❘❆■❉❖✱ P✳✱ Pr❡✈❡♥✐r❡✳✳✳✱ ♣✳ ✸✹✺✳
✷✷❈❢✳ ❘■❈❆▲❉❖◆❊✱ P✳✱ ❉♦♥ ❇♦s❝♦ ❡❞✉❝❛t♦r❡ ■✱ ❆st✐✱ ✶✾✺✶✱ ♣♣✳ ✶✾✼✲✷✵✶ ❛♥❞ ❢✉rt❤❡r ♣♣✳ ✷✵✶✲✷✷✽✳
✷✸❆❝❝♦r❞✐♥❣ t♦ ❢♦♦t♥♦t❡ ✷✶✾ ✐♥ ❝❤❛♣t❡r ✸✳
✷✹❇❖❙❈❖✱ ●✳✱ ❙❝r✐tt✐ ♣❡❞❛❣♦❣✐❝✐ ❡ s♣✐r✐t✉❛❧✐✱ ❘♦♠❡✱ ▲❆❙✱ ✶✾✽✼✱ ♣✳ ✷✶✼✴✻❛♥❞ ♣✳ ✷✶✺✴✺
✶✼✻

18.7 Page 177

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❙❛❧❡s✐❛♥s ✏❜❡✐♥❣ ❛❧✇❛②s ❛♠♦♥❣ t❤❡ ❜♦②s✱ ❡s♣❡❝✐❛❧❧② ❞✉r✐♥❣ r❡❝r❡❛t✐♦♥✑ ❛s ❤❛❞ ❛❧r❡❛❞②
❜❡❡♥ ♠❡♥t✐♦♥❡❞ ✐♥ t❤❡ ♣❛r❛❣r❛♣❤ ♦♥ r❡❝r❡❛t✐♦♥ ❢♦❧❧♦✇✐♥❣ ❉♦♥ ❇♦s❝♦✬s ❡①❛♠♣❧❡✳ ❬✶✺❪
❘❡❝r❡❛t✐♦♥ t✐♠❡ ✐s t❤❡ ✐❞❡❛❧ ♠♦♠❡♥t ❢♦r ❛ ❦✐♥❞ ❛♥❞ ✐♥❢♦r♠❛❧ ❝♦♥t❛❝t ❛♥❞ t❛❧❦ ❛♥❞ ❢♦r
❛ ❢❛♠✐❧✐❛r ❞❡❛❧✐♥❣ ✇✐t❤ ❡❛❝❤ ♦t❤❡r t♦ ❥♦✈✐❛❧❧② ✇✐♥ ❤❡❛rts✳ ❚❤✐s ♣r❡s❡♥❝❡ ✐s ❛❝t✐✈❡✳ ■t
♠❡❛♥s t❤❛t t❤❡ ❣r♦✇♥✲✉♣s ✏❧♦✈❡ t❤❡ t❤✐♥❣s t❤❡ ❜♦②s ❧✐❦❡✳✑ ❬✶✼❪ ■t ❛❧s♦ ♠❡❛♥s t❤❛t t❤❡
❡❞✉❝❛t♦rs ✏♠❛❦❡ t❤❡♠s❡❧✈❡s ❧✐tt❧❡ ✇✐t❤ t❤❡ ❧✐tt❧❡ ♦♥❡s✳✑ ❬✶✾❪ ❚❤❡② s❤♦✉❧❞ ✏❥♦✐♥ t❤❡ ♣✉♣✐❧s
✐♥ r❡❝r❡❛t✐♦♥ ❛♥❞ ❜❡❝♦♠❡ ❧✐❦❡ ❛ ❜r♦t❤❡r✑ ❛♥❞ ✏s❛② ❛ ❣♦♦❞ ✇♦r❞✳✑ ❬✶✾❪ ❚❤❡② ❛r❡ ♣r❡s❡♥t
❛♠♦♥❣ t❤❡ ❜♦②s ✏❛s ♦♥❡ ♦❢ t❤❡♠✳✑ ✷✺ ❲✐t❤♦✉t t❤✐s ❝❧♦s❡✱ ❦✐♥❞✱ ❝♦r❞✐❛❧ ❛♥❞ ❥♦✈✐❛❧ ❛tt✐t✉❞❡✱
✇✐t❤♦✉t t❤❡s❡ s✐❣♥s ♦❢ ❣❡♥✉✐♥❡ ✐♥t❡r❡st ✐♥ t❤❡ ❛❝t✉❛❧ ♣❡rs♦♥❛❧✐t② ♦❢ t❤❡ ②♦✉♥❣st❡rs ❛♥❞
t❤❡ t❤✐♥❣s t❤❛t ❝❛♣t✉r❡ t❤❡✐r ✐♥t❡r❡st✱ ✐♥ ♦♥❡ ✇♦r❞ ✇✐t❤♦✉t ❢❛♠✐❧✐❛r✐t②✱ t❤❡ ❜♦②s ❝❛♥♥♦t
❡①♣❡r✐❡♥❝❡ t❤❡ ❡❞✉❝❛t♦rs✬ ❛✛❡❝t✐♦♥✳ ❚❤❛♥❦s t♦ t❤✐s ❢❛♠✐❧✐❛r✐t② r❡❝r❡❛t✐♦♥ ❛♥❞ t❤❡ ✇❤♦❧❡
❧✐❢❡ ❛t ❱❛❧❞♦❝❝♦ ❝❛♥ ❜❡ ✏❛ ❢♦r❡t❛st❡ ♦❢ ❤❡❛✈❡♥✑✳ ❬✶✻❪
❉♦♥ ❇♦s❝♦ ❤❛❞ ❛❧r❡❛❞② ❦♥♦✇♥ ❛♥❞ ❛♣♣r❡❝✐❛t❡❞ t❤❡ ❛tt✐t✉❞❡ ♦❢ ❢❛♠✐❧✐❛r✐t② ♠✉❝❤ ❡❛r❧✐❡r✳
❚❤✐s ❝❛♥ ❜❡ ♣r♦✈❡❞ ❜② t❤❡ ❞❡s❝r✐♣t✐♦♥ ♦❢ ❤♦✇ ❤❡ ❞❡❛❧t ✇✐t❤ ❤✐s ❢r✐❡♥❞ ❈♦♠♦❧❧♦ ❛♥❞ t❤❡
♦✉ts♣♦❦❡♥ ❞❡s✐r❡ ♦❢ ❝♦♥✜❞❡♥t✐❛❧ ❛♥❞ ❥♦✈✐❛❧ ❝♦♥t❛❝t ✇✐t❤ ❤✐s s✉♣❡r✐♦rs ✐♥ t❤❡ s❡♠✐♥❛r②✳ ❍✐s
❦♥♦✇❧❡❞❣❡ ❛♥❞ ❛♣♣r❡❝✐❛t✐♦♥ ♦❢ ❢❛♠✐❧✐❛r✐t② ❛r❡ ❛❧s♦ ♣r♦✈❡❞ ❜② t❤❡ ❣✉✐❞❡❧✐♥❡s ❢♦r r❡❝t♦rs ♦♥
❤♦✇ t♦ ❞❡❛❧ ✇✐t❤ ②♦✉♥❣st❡rs ✐♥ t❤❡ ❝♦♥t❡①t ♦❢ ❤✐s ❝❛r❡ ❢♦r r❡❧✐❣✐♦✉s ✈♦❝❛t✐♦♥s ✐♥ ✶✽✼✻✳ ❍✐s
❛❞✈✐❝❡ t♦ ❱❡s♣✐❣♥❛♥✐ ✐s ✈❡r② ❝❧❡❛r✳✷✻ ■♥ s♣✐t❡ ♦❢ t❤❡s❡ s✐❣♥s ♦❢ ❛♣♣r❡❝✐❛t✐♦♥ ♦❢ ✏❢❛♠✐❧✐❛r✐t②✑
❉♦♥ ❇♦s❝♦ ✇❛s ✈❡r② ♠✉❝❤ ❛✇❛r❡ ♦❢ t❤❡ ♥❡❣❛t✐✈❡ ❝♦♥♥♦t❛t✐♦♥ ♦❢ t❤❡ ✇♦r❞✳ ❍❡ ✇❛s ❛❢r❛✐❞
♦❢ ❝❡rt❛✐♥ ❡①❝❡ss❡s ❛♥❞ ✇❛s ♦❢t❡♥ r❡t✐❝❡♥t ♦♥ ❢❛♠✐❧✐❛r✐t② ❛♥❞ ♣r❡❢❡rr❡❞ ♦t❤❡r t❡r♠s t♦
❝❤❛r❛❝t❡r✐③❡ ❤✐s ✈❡r② ♦✇♥ st②❧❡ ♦❢ ❞❡❛❧✐♥❣ ✇✐t❤ ②♦✉♥❣st❡rs✳✷✼
❚❤✐s ♣✐❡❝❡ ♦❢ ✇r✐t✐♥❣ ❝♦♥tr❛sts s❤❛r♣❧② ✇✐t❤ t❤❡ ❤❡s✐t❛t✐♦♥s ❛♥❞ t❤❡ ✉s❡ ♦❢ ♦t❤❡r ✇♦r❞s
❛♥❞ ❡①♣r❡ss✐♦♥s✳ ◆❡✈❡r ❜❡❢♦r❡ ❤❛❞ ✐t s♦✉♥❞❡❞ s♦ ❝❧❡❛r❧②✱ r❛❞✐❝❛❧❧② ❛♥❞ ♣r❡❞♦♠✐♥❛♥t❧②✳ ■t
✐s ❛ ✈❡r② ✐♠♣♦rt❛♥t s❤✐❢t ♦❢ ❡♠♣❤❛s✐s ❛♥❞ ❝♦♥t❡♥t✱ ❡✈❡♥ ❢r♦♠ ♠❛♥✉s❝r✐♣t t♦ ✳ ❚❤✐s
♠✉st ❜❡ ❞♦✉❜t❧❡ss❧② ❛ttr✐❜✉t❡❞ t♦ ▲❡♠♦②♥❡ ❤✐♠s❡❧❢✳
✹✳✷✳✸ ❆✛❡❝t✐✈❡ ❧♦✈❡
❆ s✐♠✐❧❛r❧② r❡♠❛r❦❛❜❧❡ ❛♥❞ ❝❧❡❛r ♥✉❛♥❝❡ ♦❝❝✉rr❡❞ t❤r♦✉❣❤ t❤❡ ✉s❡ ♦❢ t❤❡ ✇♦r❞ ✏❛♠♦r❡ ✑✱
❛✛❡❝t✐✈❡ ❧♦✈❡✳
❉♦♥ ❇♦s❝♦ ❤❛s ❢r❡q✉❡♥t❧② ❛s❦❡❞ ❤✐s ❝♦✲✇♦r❦❡rs t♦ t❛❦❡ ♠♦r❡ ♣❛✐♥s ♦r ❝❛r❡ ✐♥ t❤❡ ✜rst
♣❧❛❝❡ ❢♦r ❜❡✐♥❣ ❧♦✈❡❞ r❛t❤❡r t❤❛♥ ❜❡✐♥❣ r❡s♣❡❝t❡❞ ♦r ❡✈❡♥ ✏❢❡❛r❡❞✳✑ ❚♦ ♣✉t ✐t st✐❧❧ ✐♥
❛♥♦t❤❡r ✇❛②✿ t♦ ♠❛❦❡ ❛ ❣r❡❛t❡r ❡✛♦rt t♦ ❜❡ ❧♦✈❡❞ t❤❛♥ t♦ ❛❝q✉✐r❡ ❛✉t❤♦r✐t②✳ ◆❡✈❡r
✷✺❈❢✳ ❢♦♦t♥♦t❡ ✷✷✶ ✐♥ ❝❤❛♣t❡r ✸✳
✷✻❈❢✳ ✐♥t❡r ❛❧✐❛ ❢♦♦t♥♦t❡s ✷✵✸✱ ✷✷✶ ✐♥ ❝❤❛♣t❡r ✸✳ ❆ ❝❧❡❛r ✐♥s✐❣❤t ✐♥t♦ t❤❡ ♥♦r♠❛t✐✈❡ ♣❡❞❛❣♦❣✐❝❛❧ ✈✐❡✇s ❛t
t❤❡ t✐♠❡ ✐s ♠♦r❡ ✐♠♣♦rt❛♥t t❤❛♥ ②♦✉ ♠✐❣❤t t❤✐♥❦ ❛t ✜rst s✐❣❤t✿ ✐t ✐s ❛ ❢♦❝✉s ✐♥ ❛ ❧✐st✐♥❣ ♦❢ ❛s♣❡❝ts
✇❤✐❝❤ ▼✳ ❘✉❛ ✐s t♦ ✏✐♥s♣❡❝t✑ ✭❛✉❞✐t✮ ❞✉r✐♥❣ t❤❡ ②❡❛rs ✶✽✼✹✲✶✽✼✻ ✐♥ ❡✈❡r② s✐♥❣❧❡ ❤♦✉s❡✳ ❈❢✳ ❇❘❆■❉❖✱
P✳✱ ❉♦♥ ▼✐❝❤❡❧❡ ❘✉❛ ♣r✐♠♦ ❛✉t♦❞✐❞❛tt❛✳ ✳ ✳ ✱ ♣♣✳ ✶✵✺✲✶✵✻ ❛♥❞ ♣♣✳ ✶✸✾✴✷✵✲✷✶✳ ❆s ❢❛r ❛s t❤❡ ②♦✉♥❣st❡s
❛r❡ ❝♦♥❝❡r♥❡❞✱ ✐t ✐s ♠❡♥t✐♦♥❡❞ ✐♥ ❛ ❜r✐❡❢ t❡❧❡❣r❛♠ r❡❣✐st❡r✿ ✏❉❡✈♦t✐♦♥ t♦ st✉❞② ❛♥❞ ❝♦♥✜❞❡♥t✐❛❧✱
s♣♦♥t❛♥❡♦✉s ❞❡❛❧✐♥❣ ✭❢❛♠✐❣❧✐❛r✐tà✮ ✇✐t❤ t❤❡ t❡❛❝❤❡rs✱ ❛ss✐st❛♥ts ❛♥❞ s✉♣❡r✐♦rs✳✑ ■t ✐s ❛❜♦✉t ❤♦✇ t❤❡
❜♦②s ❜❡❤❛✈❡ t♦✇❛r❞s t❤❡✐r ❡❞✉❝❛t♦rs✳ ❲❡ ♠❛② ❝♦♥❝❧✉❞❡ ✐t ✐s ❛❜♦✉t ❛ ♣♦s✐t✐✈❡ q✉❛❧✐t② ❛s ✏❢❛♠✐❧✐❛r✐t②✑ ✐s
♣✉t ♦♥ t❤❡ s❛♠❡ ❧❡✈❡❧ ❛s t❤❡ ♣♦s✐t✐✈❡ ✏st✉❞②✲❞✐❧✐❣❡♥❝❡✳✑ ❈❢✳ ❇■❊❙▼❆◆❙✱ ❘✳✱ ❖♣ ✇❡❣ ♥❛❛r ❞❡ ❵❜r✐❡✈❡♥✬
✈❛♥ ✶✵ ♠❡✐ ✶✽✽✹✳✳✱ ♣✳ ✹✹✳
✷✼❈❢✳ ✈✐❛ ❢♦♦t♥♦t❡s ✶✹✵ ❛♥❞ ✷✵✾ ✐♥ ❝❤❛♣t❡r ✸✳ ◗✉✐t❡ ❛♥ ❡①t❡♥s✐✈❡ ❞✐s❝✉ss✐♦♥ ✐♥ ❇■❊❙▼❆◆❙✱ ❘✳✱ ❆♠♦r❡✈✲
♦❧❡③③❛✳ ✳ ✳ ✱ ♣♣✳ ✶✽✾✲✷✵✼✳
✶✼✼

18.8 Page 178

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♦r s❡❧❞♦♠ ❞✐❞ ❤❡ ❤♦✇❡✈❡r ❡①♣❧❛✐♥ ❤♦✇ t❤❡② ❤❛❞ t♦ ❣♦ ❛❜♦✉t ♠❛❦✐♥❣ t❤❡♠s❡❧✈❡s ❧♦✈❡❞
●❡♥❡r❛❧ ✐♥ ♣r❛❝t✐❝❡✳ ■❢ ❤❡ ❡①♣❛♥❞❡❞ ♦♥ ✐t✱ ❤❡ ✇r♦t❡ ✐♥ t❤❡ s❡♥s❡ ♦❢ ♦♥❡ ♦❢ t❤❡ t❡♥
❆rt✐❝❧❡s ✭✶✽✼✼✮✿ ✏❍❡ ❬t❡❛❝❤❡r ❛♥❞✴♦r ❡❞✉❝❛t♦r❪ ✇✐❧❧ r❡❛❝❤ t❤❛t ❣r❡❛t ❣♦❛❧ ✐❢ ❤❡ s❤♦✇s
✐♥ ✇♦r❞s ❛♥❞ ❡✈❡♥ ♠♦r❡ ✐♥ ❛❝t✐♦♥s t❤❛t ❛❧❧ ❤✐s ❡✛♦rts ❛r❡ ❛✐♠❡❞ ❛t t❤❡ s♣✐r✐t✉❛❧ ❛♥❞
t❡♠♣♦r❛❧ ✇❡❧❢❛r❡ ♦❢ ❤✐s ♣✉♣✐❧s✳✑ ✷✽ ❍❡ ♠❡❛♥t ❜② t❤✐s t❤❛t t❤❡✐r ✐♥❞❡❢❛t✐❣❛❜❧❡ ❛♥❞ s❡❧❢
❞❡♥②✐♥❣ ❝♦♠♠✐t♠❡♥t ❛♥❞ ❤❛r❞ ❧❛❜♦✉r ❢♦r t❤❡ ❜♦②s ✇♦✉❧❞ ②✐❡❧❞ r❡❝✐♣r♦❝❛❧ ❧♦✈❡✳ ■♥
✶✽✽✵ t❤✐s ✐s t❤❡ ❜❛s✐❝ t♦♥❡ ✐♥ ❛♥ ❛❞❞r❡ss t♦ ♣❛st ♣✉♣✐❧s ✇❤♦ ❤❛❞ ❜❡❝♦♠❡ ❞✐♦❝❡s❛♥
♣r✐❡sts✳ ✏■♥ ♦r❞❡r t♦ s✉❝❝❡❡❞ ✇✐t❤ ②♦✉♥❣st❡rs✑✱ ❤❡ s❛✐❞✱ ✏②♦✉ ♠✉st t❛❦❡ ❣r❡❛t ♣❛✐♥s
t♦ ❞❡❛❧ ✇✐t❤ t❤❡♠ ✐♥ ❛ ❝❤❛r♠✐♥❣ ❛♥❞ ❛❣r❡❡❛❜❧❡ ✇❛②✳ ▼❛❦❡ ②♦✉rs❡❧✈❡s ❧♦✈❡❞✱ ♥♦t
❢❡❛r❡❞✳✑ ❍✐s ❢✉♥❞❛♠❡♥t❛❧ ❛❞✈✐❝❡ ❢♦❧❧♦✇s ♥❡①t✿ ✏❙❤♦✇ t❤❡♠ ❝♦♥✈✐♥❝✐♥❣❧② t❤❛t ②♦✉
❞❡s✐r❡ t❤❡ s❛✈✐♥❣ ♦❢ t❤❡✐r s♦✉❧s✳ ❈♦rr❡❝t t❤❡♠ ✇✐t❤ ♣❛t✐❡♥❝❡ ❛♥❞ ❝❤❛r✐t② ❛♥❞ ❛❜♦✈❡
❛♠♦r❡✈♦❧❡③③❛ ❛❧❧✱ ❞♦ ♥♦t str✐❦❡ t❤❡♠✳✑ ❍❡ t❛❧❦❡❞ ❛❧s♦ ❛❜♦✉t ✏s✐❣♥s ♦❢
✑ ❬❛✛❛❜✐❧✐t②✱
❦✐♥❞♥❡ss✱ ❣❡♥t❧❡♥❡ss❪✑ ❜✉t ❞✐❞ ♥♦t ❝♦♠❡ ✉♣ ✇✐t❤ ❛♥② ✐❧❧✉str❛t✐♥❣ ❡①❛♠♣❧❡s✳✷✾ ❍✐s
❝♦✲✇♦r❦❡rs s♦♠❡t✐♠❡s ✇❡r❡ ❡✈❡♥ ❧❡ss ♣r❛❝t✐❝❛❧✳ ■♥ ❛ ❝❡rt❛✐♥ ♠❡❡t✐♥❣ ✐t r❡♠❛✐♥❡❞✿
✏❚❤❡ ❛ss✐st❛♥ts s❤♦✉❧❞ ❧♦✈❡ ❡❛❝❤ ♦t❤❡r ❛♥❞ ❛❞✈✐s❡ ❡❛❝❤ ♦t❤❡r ✇❡❧❧ ♦♥ t❤❡ ✇❛② ✐♥
❛♠♦r❡ ✇❤✐❝❤ t❤❡② ❝❛♥ ✇✐♥ t❤❡ ❜♦②s✬ ♦❜❡❞✐❡♥❝❡✱ ❛✛❡❝t✐♦♥ ❬
❪ ❛♥❞ r❡s♣❡❝t ♦r ❡st❡❡♠
st✐♠❛
❪✳✸✵ ❙t✐❧❧✱ t♦ ✐♥❞✐❝❛t❡ t❤❡ ♣♦s✐t✐✈❡ s❡♥t✐♠❡♥ts ♦❢ t❤❡ ❜♦②s ❢♦r t❤❡✐r t❡❛❝❤❡rs✱
❛♠♦r❡ st✐♠❛ ❛ss✐st❛♥ts ❛♥❞ s✉♣❡r✐♦rs t❤❡② ✉s❡❞ ✐♥ ❆✉❣✉st ✶✽✼✶ t❤❡ ✇♦r❞s ✏
❛♥❞ ✏
✑✳
❆❧❧ ✐♥ ❛❧❧ ✐t ✐s ✈❡r② ❝♦♠♣r❡❤❡♥s✐❜❧❡ t❤❛t ✐♥ t❤❡ ❞✐s❝✉ss✐♦♥ ❉♦♥ ❇♦s❝♦ ❞❡❢❡♥❞s ❤✐♠s❡❧❢ ❛♥❞
❤✐s ❝♦✲✇♦r❦❡rs ✈❡rs✉s ❇✉③③❡tt✐ ❜② r❡❢❡rr✐♥❣ t♦ t❤❡ ❡✛♦rts ♦✈❡r ❛❧❧ t❤❡ ②❡❛rs ❛♥❞ ❤✐s ❛♥❞
❤✐s ❝♦✲✇♦r❦❡rs✬ ❝♦♠♣❧❡t❡ ❞❡✈♦t✐♦♥ t♦ t❤❡ ♣❤②s✐❝❛❧✱ s♣✐r✐t✉❛❧ ❛♥❞ ♠♦r❛❧ ✇❡❧❧✲❜❡✐♥❣ ♦❢ ❤✐s
❜♦②s✳ ❚❤❡s❡ ❛r❡ s♦ ♠❛♥② ♣✐❡❝❡s ♦❢ ❡✈✐❞❡♥❝❡ ♦❢ ❤✐s ❛♥❞ t❤❡✐r ❝❤❛r✐t②✱ ♦❢ ❤✐s ❛♥❞ t❤❡✐r
❝❛r✐tà ❈❛r✐t❛s ❛❝t✐✈❡ ❛♥❞ ❡✛❡❝t✐✈❡ ❈❤r✐st✐❛♥ ❧♦✈❡ ❬
❪✳ ✏
✑ ✐s t❤❡ ❞r✐✈✐♥❣ ❛♥❞ ❜❡❛r✐♥❣ ♣♦✇❡r✱
t❤❡ ♠♦st ✐♠♣♦rt❛♥t ❝♦♠♣♦♥❡♥t ♦❢ ❤✐s ♦❜❧✐❣✐♥❣ ❧✐❢❡✳
❚❤✐s ✈❡r② r♦❝❦ s♦❧✐❞ ❝♦♥✈✐❝t✐♦♥ ✐s ♣✉❧❧❡❞ ❞♦✇♥ ❜② ❇✉③③❡tt✐✬s ❝♦♠♠❡♥t ✐♥ t❤❡ s❝r✐♣t✳
❈❛r✐t❛s✱ t❤❡ ❡✛❡❝t✐✈❡ ❛♥❞ ❛❝t✐✈❡ ❧♦✈❡ ✐s r❡❛❧❧② ♥♦t t❤❡ ♠♦st ✐♠♣♦rt❛♥t ❡❧❡♠❡♥t
❛♠♦r❡ ✐♥ ❡❞✉❝❛t✐♦♥ ❛♥❞ ♣❛st♦r❛❧ ❝❛r❡✱ ❜✉t ✏
✑ ✐s✱ ❛✛❡❝t✐✈❡ ❧♦✈❡✱ ❛✛❡❝t✐♦♥✳ ❬✶✶ ❛♥❞
❛♠♦r❡ ✶✼❪ ❚❤❡ ✇♦r❞ ✏
✑ ❤❛❞ ❛❧r❡❛❞② ❜❡❡♥ t❤❡ ✈❡r❜❛❧ ♦♣t✐♦♥ ✐♥ ❞❡ ❞r❛❢ts ♦❢ t❤❡
❇ ❈ ♠❛♥✉s❝r✐♣ts ❛♥❞ ✳ ■t ♠✉st ❜❡ ❛ str♦♥❣❧② ✐♥t❡♥❞❡❞ s❤✐❢t ♦❢ ❡♠♣❤❛s✐s✳ ■t ❝❧❡❛r❧②
✐s ❛ ❦❡② ❢r❛❣♠❡♥t✳ ❚❤❡ ❡①♣❧❛♥❛t✐♦♥ ♦❢ ❤♦✇ ❡❞✉❝❛t♦rs ❝❛♥ ✇✐♥ t❤✐s ❛✛❡❝t✐♦♥ ♦r ❧♦✈❡
✐s ♥♦t s❝❛r❝❡ ❛t ❛❧❧ ✐♥ t❤✐s ❝✐r❝✉❧❛r✳ ❚❤❡r❡ ✐s ♥♦ st♦♣♣✐♥❣ ❇✉③③❡tt✐ ❞❡♠♦♥str❛t✐♥❣
t❤✐♥❣s ✈❡r② ✈✐s✉❛❧❧②✳
✷✽❋♦♦t♥♦t❡ ✽✷ ✐♥ ❝❤❛♣t❡r ✶✳
✷✾❋♦♦t♥♦t❡s ✶✼✸ ❛♥❞ ✷✷✺ ✐♥ ❝❤❛♣t❡r ✸✳ ❆t t✐♠❡s t❤❡ ♠❡❛♥✐♥❣ ♦❢ ✇♦r❞s ✐s s②♥♦♥②♠♦✉s✳ ❙t ❋r❛♥❝✐s ❞❡
❙❛❧❡s ✐s ❉♦♥ ❇♦s❝♦✬s ♣❡rs♦♥❛❧ ❣✉✐❞❡ ✐♥ ❛ ❞r❡❛♠ t❤❛t ❤❡ r❡❧❛t❡❞ ♦♥ ✾ ▼❛② ✶✽✼✾✳ ❉♦♥ ❇♦s❝♦ ❛s❦❡❞ ❤✐♠
✇❤❛t ❤❡ s❤♦✉❧❞ ❞♦ t♦ ♣r♦♠♦t❡ ✈♦❝❛t✐♦♥s✳ ❚❤❡ ❣✉✐❞❡ r❡♣❧✐❡❞ t♦ t❤✐s✿ ✏❚❤❡ ❙❛❧❡s✐❛♥s ✇✐❧❧ ❤❛r✈❡st ♠❛♥②
✈♦❝❛t✐♦♥s ❜② t❤❡✐r ❣♦♦❞ ❡①❛♠♣❧❡✱ ❜② ❜❡✐♥❣ ❡♥❞❧❡ss❧② ❦✐♥❞ ❬✏tr❛tt❛♥❞♦ ❝♦♥ s♦♠♠❛ ❝❛r✐tà ✑ ❪ t♦✇❛r❞ t❤❡✐r
♣✉♣✐❧s✑ ❬❜② ❞❡❛❧✐♥❣ ✇✐t❤ t❤❡ ❣r❡❛t❡st ❝❤❛r✐t②❪✳✑ ■♥ ♦t❤❡r ❝✐r❝✉♠st❛♥❝❡s ❉♦♥ ❇♦s❝♦ ❤✐♠s❡❧❢ ♣r❡❢❡rr❡❞
t❤❡ ♣❤r❛s❡✿ ✏❞❡❛❧ ✇✐t❤ t❤❡♠ ❛✛❛❜❧②✱ ❦✐♥❞❧②✑ ✉s✐♥❣ t❤❡ t❡r♠ ✏❛♠♦r❡✈♦❧❡③③❛ ✑✳ ❆ ❢❡✇ ♠♦♠❡♥ts ❧❛t❡r ✐♥
t❤❡ s❛♠❡ t❛❧❡ ❉♦♥ ❇♦s❝♦ ❛s❦❡❞✿ ✏❍♦✇ ❛r❡ ✇❡ t♦ ♠❛✐♥t❛✐♥ ❬❜❡tt❡r❪ t❤❡ r✐❣❤t s♣✐r✐t ✐♥ ♦✉r ❤♦✉s❡s❄✑
❚❤❡ ❛♥s✇❡r ♦❢ ❤✐s ❣✉✐❞❡ ✇❡♥t ❛s ❢♦❧❧♦✇s✿ ✏✳ ✳ ✳ ❞❡❛❧✐♥❣ ❦✐♥❞❧② ✇✐t❤ t❤❡♠✳✑ ✏ ❚r❛tt❛r❡ ❝♦♥ ❜❡♥❡✈♦❧❡♥③❛
♠❡❛♥s ❵❦✐♥❞❧②✱ ❝♦r❞✐❛❧❧②✱ ❛✛❡❝t✐♦♥❛t❡❧②✬ ❞❡❛❧✐♥❣ ✇✐t❤ t❤❡♠✳ ❈❢✳ ▼❇ ❳■❱✱ ♣✳ ✶✷✹❀ ❊▼❇ ❳■❱✱ ♣✳ ✽✾✳
✸✵❋♦♦t♥♦t❡ ✶✻✺ ✐♥ ❝❤❛♣t❡r ✸✳
✶✼✽

18.9 Page 179

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❖♥❡ ✜rst ✏✇❛②✑ ❝♦♥s✐sts ♦❢ ✏t❛❦✐♥❣ ♣❛rt ✐♥ t❤❡✐r ②♦✉t❤❢✉❧ ✐♥t❡r❡sts✳✑ ❬✶✸❪ ❊♥t❡r✐♥❣ ✐♥t♦
t❤❡✐r ✐♥t❡r❡sts✳ ❙❤❛r❡ t❤❡✐r ❧✐✈❡s✳ ◆❡①t ❇✉③③❡tt✐ r❡♠✐♥❞s ❉♦♥ ❇♦s❝♦ ♦❢ t❤❡ ❡①❝❡♣t✐♦♥❛❧
♠❡❛♥✐♥❣ ♦❢ ✏❛❧✇❛②s st❛②✐♥❣ ❛♠♦♥❣ t❤❡ ❜♦②s✑ ❛♥❞ ✏❡♥❣❛❣✐♥❣ ✐♥ ❝♦♥✈❡rs❛t✐♦♥ ✇✐t❤ t❤❡♠✑
❬✶✻❪✱ ❛❧✇❛②s ♦❢ ❝♦✉rs❡ ✐♥ t❤❡ ✇❛② ❉♦♥ ❇♦s❝♦ ♣✉t ✐t ✐♥t♦ ♣r❛❝t✐❝❡✳ ❚❤❛t ✐s ✇❤② ❤❡ ❡♥✲
❝♦✉r❛❣❡s ❤✐♠ t♦ ✐♥s✐st ♦♥ ❤✐s ❝♦✲✇♦r❦❡rs ❞❡❛❧✐♥❣ ✇✐t❤ t❤❡ ❜♦②s ✐♥ t❤❡ s❛♠❡ ✇❛② ❤❡ ❤❛❞
❞♦♥❡ ❬✶✻❪ ✐✳❡✳ st❡♣ ❞♦✇♥ ❢r♦♠ t❡❛❝❤✐♥❣ ❛♥❞ ♣r❡❛❝❤✐♥❣✱ ✏❥♦✐♥ t❤❡ ❜♦②s ✐♥ r❡❝r❡❛t✐♦♥✑✱ t❛❧❦
✇✐t❤ t❤❡♠ ♣❡rs♦♥❛❧❧② ❬✏✇❤✐s♣❡r ❛ ❣♦♦❞ ✇♦r❞ ✐♥t♦ ❛ ❜♦②✬s ❡❛r✑ ❪✱ ❧✐st❡♥ t♦ t❤❡✐r ❥♦②s ❛♥❞
❝♦♠♣❧❛✐♥ts ❬✶✾❪✱ ❤❛✈❡ t❤❡♠ ❡①♣❡r✐❡♥❝❡ t❤r♦✉❣❤ t❤✐s t❤❛t t❤❡② t❤❡♠s❡❧✈❡s ❛♥❞ t❤❡✐r ❞❡✲
s✐r❡s ❛♥❞ ♣r❡❢❡r❡♥❝❡s ❛r❡ ✇♦rt❤✇❤✐❧❡ ❢♦r t❤❡ ❡❞✉❝❛t♦rs✳ ❋✉rt❤❡r♠♦r❡ ✐t ❝♦♥t❛✐♥s ✏❜❡❝♦♠❡
t❤❡♠s❡❧✈❡s ❧✐tt❧❡ ✇✐t❤ t❤❡ ❧✐tt❧❡ ♦♥❡s✑ ❬✶✾❪✱ ❡♠♣❛t❤✐③❡ ❛♥❞ ♠♦✈❡ ♦♥t♦ t❤❡✐r ❧❡✈❡❧✱ ✏❜❡❝♦♠❡
✭❧✐❦❡✮ ❜r♦t❤❡rs✳✑
■t ✐s t❤✐s ❛✛❡❝t✐♦♥✱ t❤✐s ❦✐♥❞ ♦❢ ❧♦✈❡ ✇❤✐❝❤ ✏❝❛♥ ♦❜t❛✐♥ ❛♥②t❤✐♥❣✑ ❬✷✵❪✳ ❆♥②t❤✐♥❣✳
❚❤❛t ❛❧s♦ ♠❡❛♥s t❤❡ ✇✐❧❧✐♥❣ ♦❜❡❞✐❡♥❝❡ ❛♥❞ ♦♣❡♥✲❤❡❛rt❡❞♥❡ss ❬✻✱ ✶✻✱ ✶✼✱ ✷✵❪✱ ✇❤✐❝❤ ❛r❡
✐♥❞✐s♣❡♥s❛❜❧❡ ❢❛❝t♦rs ❢♦r s✉❝❝❡ss❢✉❧ ❡❞✉❝❛t✐♦♥ ❛❝❝♦r❞✐♥❣ t♦ ❉♦♥ ❇♦s❝♦✳
❆❧s♦ ❋r ❋❛s❝✐❡✱ t❤❡ ●❡♥❡r❛❧ ❈♦✉♥❝✐❧❧♦r ❢♦r s❝❤♦♦❧s✱ ❤❛❞ ❞✐s❝♦✈❡r❡❞ t❤❡ ❤❡❛rt ♦❢ t❤❡
s②st❡♠ ✐♥ ✶✾✷✵✳ ❍❡ t❤❡♥ ✇r♦t❡ t❤❛t ❋❛t❤❡r ❙✉♣❡r✐♦r✱ ❋r ❆❧❜❡r❛✱ ✏❤❛❞ r❡❝♦♠♠❡♥❞❡❞ t❤✐s
❛♠♦r❡ ❧♦✈❡ ❬
❪✱ t❤✐s ❛✛❛❜❧❡ ✭❝♦r❞✐❛❧✮ ✐♥t❡r❡st ✐♥ ②♦✉♥❣st❡rs✱ ✇❤✐❝❤ ❤❛❞ ❜❡❡♥ t❤❡ s❡❝r❡t ♦❢
❉♦♥ ❇♦s❝♦✬s ❛❞♠✐r❛❜❧❡ ✐♥✢✉❡♥❝❡ ♦♥ ②♦✉♥❣st❡rs✳✑ ❋r ❆❧❜❡r❛ ❤❛❞ ❞♦♥❡ s♦ ✇❤❡♥ ❤❡ ❤❛❞
❛♥♥♦✉♥❝❡❞ t❤❡ s✐♥❣✉❧❛r ❡❞✐t✐♦♥ ♦❢ ❉♦♥ ❇♦s❝♦✬s ▲✐tt❧❡ ❚r❡❛t✐s❡ ♦♥ t❤❡ Pr❡✈❡♥t✐✈❡ ❙②st❡♠
❍❡ ❤❛❞ ❜❛❝❦❡❞ ✉♣ ❤✐s r❡❝♦♠♠❡♥❞❛t✐♦♥ ❜② ✏st❛♥❞❛r❞s ❛♥❞ ♣r❡❝✐♦✉s st✐♠✉❧✐ ❢r♦♠ ❛ ❧❡tt❡r
♦❢ t❤❡ ❋♦✉♥❞❡r ❞❛t❡❞ ✶✵ ▼❛② ✶✽✽✹✳✑ ✸✶
❚❤❡ ❡♠♣❤❛s✐s ♦♥ ❛✛❡❝t✐✈❡ ❧♦✈❡ ✐♥ ❋r ▲❡♠♦②♥❡✬s ❡①♣❧❛♥❛t✐♦♥ ❞♦❡s ♥♦t ❞❡♥② ❡✛❡❝t✐✈❡
❧♦✈❡ ♦r ❝❤❛r✐t② t❤♦✉❣❤✳ ❚❤✐s ✐s q✉✐t❡ ❝♦♠♣r❡❤❡♥s✐❜❧❡ ❢♦r ❉♦♥ ❇♦s❝♦ ❝♦♠♣❧❡t❡❧② ❛❣r❡❡❞
✇✐t❤ ❱✐♥❝❡♥t ❞❡ P❛✉❧✬s ♦❢t❡♥ r❡♣❡❛t❡❞ ✇♦r❞s ♦♥ ❧♦✈❡ ❢♦r ●♦❞✳ ❉♦♥ ❇♦s❝♦ ❤❛❞ ❝❧❡❛r❧②
❚❤❡ ♣✉t t❤❡ ❡①♣❡r✐❡♥❝❡ ❛♥❞ ❝♦♥✈✐❝t✐♦♥ ♦❢ t❤✐s ❤♦❧② ♠❛♥ ✐♥t♦ t❤❡ ♣✐❝t✉r❡ ✐♥ ❤✐s ✇♦r❦✱
❈❤r✐st✐❛♥ ●✉✐❞❡❞ ♦♥t♦ t❤❡ ❘♦❛❞ t♦ ❱✐rt✉❡ ❛♥❞ ❉❡❝❡♥❝② ✭✶✽✹✽ ❛♥❞ ✶✽✼✻✮✳ ❚❤❡r❡ ✇❡ r❡❛❞
t❤❡ q✉♦t❡✿ ✏❙♦ ♠❛♥② ❛❝ts ♦❢ ❧♦✈❡ ❢♦r ●♦❞ ❛♥❞ s♦ ♠❛♥② ♦t❤❡r ❢❡❡❧✐♥❣s ♦❢ ❛ t❡♥❞❡r ❤❡❛rt✱
❤♦✇❡✈❡r ❣♦♦❞ ❛♥❞ ❞❡s✐r❛❜❧❡ t❤❡② ♠❛② ❜❡✱ ✇✐❧❧ st✐❧❧ ❜❡ s✉s♣❡❝t ✐❢ t❤❡② ❞♦ ♥♦t ❣♦ ❤❛♥❞ ✐♥
❤❛♥❞ ✇✐t❤ ❡✛❡❝t✐✈❡ ❧♦✈❡✳✑ ✸✷ ❆❝❝♦r❞✐♥❣ t♦ ❉♦♥ ❇♦s❝♦ t❤✐s st❛t❡♠❡♥t ✇❛s q✉✐t❡ ✈❛❧✐❞✳
❛♠♦r❡ ❆s ✏
✑ ♦❝❝✉♣✐❡s s✉❝❤ ❛ ❝❡♥tr❛❧ ♣♦s✐t✐♦♥ ❛♥❞ t❤❡ ❝♦♥❝❡♣t ✐s ❡①♣❧❛✐♥❡❞ s♦ ❡❧❛❜✲
❈ ❉ ♦r❛t❡❧② ✐♥ t❤❡ ♠❛♥✉s❝r✐♣ts ❛❞ ✐t ✇✐❧❧ ♥♦t ❛st♦♥✐s❤ t❤❛t ❇r❛✐❞♦ ❤❛❞ ♦♥❝❡ ❝❤❛r✲
❛❝t❡r✐③❡❞ t❤✐s t❡①t ❛s ✏t❤❡ ♣♦❡♠ ♦❢ ❡❞✉❝❛t✐♦♥❛❧ ❧♦✈❡✳✑ ✸✸ ❖♥ t❤❡ ♦t❤❡r ❤❛♥❞ ✐t ❞♦❡s
✸✶❆tt✐ ❞❡❧ ❈❛♣✐t♦❧♦ ❙✉♣❡r✐♦r❡ ❞❡❧❧❛ ♣✐❛ s♦❝✐❡tà s❛❧❡s✐❛♥❛✱ ❈❛t❛♥✐❛✱ ▼✐❧❛❛♥✱ P❛r♠❛✱ ❙❊■✱ ✷✹ ❏✉♥❡ ✶✾✷✵✱ ♣✳
✶✹✳ ❈❢✳ t❤❡ ❝✐r❝✉❧❛r ❧❡tt❡r ♦❢ ✻ ❆♣r✐❧ ✶✾✷✵ ✐♥✿ ▲❡tt❡r❡ ❝✐r❝♦❧❛r✐ ❞✐ ❉✳ P❛♦❧♦ ❆❧❜❡r❛ ❛✐ ❙❛❧❡s✐❛♥✐ ❚✉r✐♥✱
❙❊■✱ ✶✾✷✷✱ ♣✳ ✸✶✷✳ ❉♦♥ ❋❛s❝✐❡ ♣✉❜❧✐s❤❡❞ t❤❡ ♦r✐❣✐♥❛❧ ✈❡rs✐♦♥ ♦❢ ❞♦❝✉♠❡♥t ❉✳
✸✷❖❊ ❳❳❱■■■ ❬✸✽❪✳ ■♥ ✶✽✼✻ ❉♦♥ ❇♦s❝♦ ♣✉❜❧✐s❤❡❞ t❤❡ s❛♠❡ ❜♦♦❦✱ ✏❚❤❡ ❈❤r✐st✐❛♥ ❣✉✐❞❡❞ ✐♥ t❤❡ ♣r❛❝t✐❝❡
♦❢ ✈✐rt✉❡ ❛♥❞ s♦❝✐❛❧ ❧✐❢❡ ❛❝❝♦r❞✐♥❣ t♦ t❤❡ ❙♣✐r✐t ♦❢ ❙t✳ ❱✐♥❝❡♥t ❞❡ P❛✉❧✑ ❛ s❡❝♦♥❞ t✐♠❡✳ ❆ ❧✐tt❧❡ ❜❡❢♦r❡
❤❡ ❤❛❞ ✇r✐tt❡♥ ❛❜♦✉t ❙t✳ ❱✐♥❝❡♥t✿ ✏❍❡ ✇❛s ♥♦t s❛t✐s✜❡❞ ✇✐t❤ ❧♦✈✐♥❣ ●♦❞ ✐♥ ❛ s✐♠♣❧❡ ❛✛❡❝t✐♦♥❛t❡
✇❛② ❬s❡♠♣❧✐❝❡ ❛♠♦r❡ ❞✐ ❛✛❡tt♦❪ ❛♥❞ ❝❤❡r✐s❤✐♥❣ ❤✐❣❤ s❡♥t✐♠❡♥ts ❛❜♦✉t ❤✐s ❣♦♦❞♥❡ss ❛♥❞ ❣r❡❛t ❞❡s✐r❡s
❢♦r ❤✐s ❣❧♦r②✱ ❜✉t ❤❡ t✉r♥❡❞ t❤✐s ❧♦✈❡ ✐♥t♦ ❛❝t✉❛❧❧② ❡✛❡❝t✐✈❡ ❧♦✈❡✳✑ ■❜✐❞✳✱ ❬✸✼✲✸✽❪✳ ❉♦♥ ❇♦s❝♦ ❤✐♠s❡❧❢
✐t❛❧✐❝✐③❡❞ t❤❡ ❧❡tt❡rs✳
✸✸■♥ ■t❛❧✐❛♥✿ ✏■❧ ♣♦❡♠❛ ❞❡❧❧✬❛♠♦r❡ ❡❞✉❝❛t✐✈♦✳✑ ■♥ ✶✾✺✹ P✳ ❇r❛✐❞♦ ❤❛❞ ✇r✐tt❡♥ ❛ s❤♦rt ❝♦♥tr✐❜✉t✐♦♥ ✇✐t❤
t❤❡ ❝❤❛❧❧❡♥❣✐♥❣ t✐t❧❡✿ ✏■t ❞♦❡s ♥♦t s✉✣❝❡ t♦ ❧♦✈❡ t♦ ❜❡ ❣♦♦❞ ❡❞✉❝❛t♦rs✳✑ ✭❇❘❆■❉❖✱ P✳✱ ◆♦♥ ❜❛st❛ ❛♠❛r❡
♣❡r ❡ss❡r❡ ❜✉♦♥✐ ❡❞✉❝❛t♦r✐ ✐♥✿ ❖r✐❡♥t❛♠❡♥t✐ ♣❡❞❛❣♦❣✐❝✐✱ ✈♦❧✳ ✶✱ ✶✾✺✹✱ ♣♣✳ ✽✼✲✽✾✮✳ ❙♣❡❛❦✐♥❣ ♦✉t ✐♥
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❛st♦♥✐s❤ ❛s ❤❡ ❣❛✈❡ t❤✐s ❛♣♣r❡❝✐❛t✐♥❣ t✐t❧❡ t♦ ❛♥ ❡❞✐t✐♦♥ ✇❤✐❝❤ ❞❡✈✐❛t❡❞ ✐♥ ❝♦♥s✐❞❡r✲
❛❜❧❡ ♣❛rts ❢r♦♠ t❤❡ ♦r✐❣✐♥❛❧ ❋r ▲❡♠♦②♥❡ ✈❡rs✐♦♥ ❬t❤❡ ♠❛♥✉s❝r✐♣t❪✱ ♦♥ ✇❤✐❝❤ t❤✐s
st✉❞② ✐s ❜❛s❡❞✳ ■♥ t❤❡ ✜❢t✐❡s ❛♥❞ s✐①t✐❡s❇r❛✐❞♦ ✉s❡❞ t❤❡ t❡①t ♦❢ t❤❡ ❡❞✐t✐♦♥s ♦❢ ❈❡✲
r✐❛✳✸✹ ❙♦♠❡t❤✐♥❣ str❛♥❣❡ ❤❛❞ ♦❝❝✉rr❡❞ ✐♥ t❤❡s❡ ❡❞✐t✐♦♥s t❤♦✉❣❤✳ ❚❤❡ ✇♦r❞ ✏ ❛♠♦r❡
❤❛❞ ❜❡❡♥ r❡♣❧❛❝❡❞ ❜② ✏ ❝❛r✐tà✑ ✐♥ ❝r✉❝✐❛❧ s♣♦ts✳ ■t ❤❛♣♣❡♥❡❞ ❢♦r ❡①❛♠♣❧❡ ✐♥ t❤❡ ❦❡②
❢r❛❣♠❡♥t ✇❤❡r❡ ❇✉③③❡tt✐ s❛②s✿ ✏ ❈♦❧❧✬❛♠♦r❡✑ ✭❜② ❛✛❡❝t✐♦♥✱ ❜② ❛✛❡❝t✐✈❡ ❧♦✈❡✮✳ ❬✶✶❪
❆❧s♦ ✐♥ ❇✉③③❡tt✐✬s q✉❡st✐♦♥✿ ✏❲❤② ❞♦ ♣❡♦♣❧❡ ✇❛♥t t♦ r❡♣❧❛❝❡ ❧♦✈❡ ✇✐t❤ ❝♦❧❞ r✉❧❡s❄✑
t❤❡ ✇♦r❞ ✏ ❝❛r✐tà✑ ❤❛❞ r❡♣❧❛❝❡❞ ✏ ❛♠♦r❡✑✳ ❬✷✶✲✷✷❪ ■♥ ♦t❤❡r ♣❧❛❝❡s ✏ ❛✛❡tt♦✑ ❤❛s ♣✉s❤❡❞
❛s✐❞❡ t❤❡ ♦r✐❣✐♥❛❧ ✇♦r❞ ✏ ❛♠♦r❡✑✳ ❚❤✐s ✐s t❤❡ ❝❛s❡ ❢♦r ❡①❛♠♣❧❡ ✐♥ t❤❡ s❡❝♦♥❞ ♣❛rt
♦❢ t❤❡ ❡✈♦❝❛t✐♦♥ ♦❢ ❢❡❡❧✐♥❣s ✐♥ ♣❛st t✐♠❡s ✇❤✐❝❤ ❇✉③③❡tt✐ q✉❛❧✐✜❡s ❛s ✐♥s♣✐r✐♥❣ ♣❛st
♣✉♣✐❧s ✇✐t❤ ❛✛❡❝t✐♦♥ ❜❡❝❛✉s❡ t❤✐s ✭❛✛❡❝t✐♦♥❛t❡✮ ❧♦✈❡ ✇❛s t❤❡ st❛♥❞❛r❞ ♦r t❤❡ r✉❧❡
t❤❡♥✳ ❬✶✻❪ ■♥ t❤❡ ✜rst ♣❛rt ♦❢ t❤❡ s❡♥t❡♥❝❡ ✏ ❛♠♦r❡✑ ❤❛❞ ❜❡❡♥ ♣r❡s❡r✈❡❞✳ ■♥ t❤❡
s❡❝♦♥❞ ♣❛rt ❤♦✇❡✈❡r ✐t ❤❛❞ ❜❡❡♥ r❡♣❧❛❝❡❞ ❜② ✏ ❛✛❡tt♦✑✳✸✺
❉❡s♣✐t❡ t❤❡s❡ ❝❤❛♥❣❡s✱ ✇❤✐❝❤ ❤❡ ❤❛❞ ♣✉❜❧✐s❤❡❞ ❤✐♠s❡❧❢ ✐♥ ✶✾✺✾✱ ❇r❛✐❞♦ ❞✐s❝♦✈❡r❡❞ t❤❡
❤❡❛rt ♦❢ t❤❡ ✜rst ♣❛rt ♦❢ t❤❡ ✉♥✐t❡❞ t❡①t✳ ❍❡ ✇r♦t❡ ♣♦✐♥t❡❞❧② ❛♥❞ ❝♦rr❡❝t❧② ✐♥ t❤❡ ✐♥tr♦✲
❞✉❝t✐♦♥ t♦ t❤✐s ❡❞✐t✐♦♥✿ ✏❚❤❡ Pr❛❝t✐❝❡ ♦❢ t❤❡ ❵Pr❡✈❡♥t✐✈❡ ❙②st❡♠✬✱ ❛s ❛ ❣❡♥❡r❛❧ ❡❞✉❝❛t✐♦♥❛❧
♠❡t❤♦❞♦❧♦❣②✱ ✐s ❛ ✇♦r❦ ♦❢ r❛t✐♦ ✭r❡❛s♦♥❛❜❧❡♥❡ss✮ ❛♥❞ r❡❧✐❣✐♦♥✱ r❡❛❧✐③❡❞ ✐♥ t❤❡ ❝❧✐♠❛t❡ ♦❢
❝❤❛r✐t② ✭❝❛r✐tà✮✱ ♦r r❛t❤❡r t❤❡ ❝❧✐♠❛t❡ ♦❢ ❛✛❡❝t✐✈❡ ❧♦✈❡ ✭❛♠♦r❡✮✱ ♦❢ ✏ ❛♠♦r❡✈♦❧❡③③❛✑ ❜❡tt❡r
st✐❧❧✱ t❤❡ st②❧❡ ♦❢ ❉♦♥ ❇♦s❝♦✬s ♣❡❞❛❣♦❣②✳✑ ✸✻ ❚❤❡ ❣r❛❞❛t✐♦♥ ❢r♦♠ ✏r❛t❤❡r✑ t♦ ✏❜❡tt❡r st✐❧❧✑ ✐s
✈❡r② s✐❣♥✐✜❝❛♥t✳ ❍❡ ❝❧❡❛r❧② ✉s❡❞ ✏ ❛♠♦r❡✈♦❧❡③③❛✑ ❛s ❛ s②♥♦♥②♠ ♦❢ t❤❡ t❡r♠ ✏ ❢❛♠✐❣❧✐❛r✐tà✑✱
✇❤✐❝❤ ❞♦♠✐♥❛t❡s t❤❡ ✇r✐t✐♥❣ t♦ t❤❡ ❙❛❧❡s✐❛♥s ✐♥ ❱❛❧❞♦❝❝♦✳
❚❤❡ ✉♥❞❡r❧②✐♥❣ ♠♦t✐✈❛t✐♦♥ ♦❢ t❤❡ ✇♦r❞ ❝❤❛♥❣❡s ✐♥ ❝❡rt❛✐♥ ❡❞✐t✐♦♥s ❤❛s ♥♦t ❜❡❡♥
r❡✈❡❛❧❡❞ ✉♣ t♦ ♥♦✇✳ ■t ✐s q✉✐t❡ s✉r♣r✐s✐♥❣ t❤❛t ❋r ▲❡♠♦②♥❡ ♠✉st ❤❛✈❡ ❡①❡❝✉t❡❞ t❤❡
❝❤❛♥❣❡s ❤✐♠s❡❧❢ ✐♥ ❛ ✈❡rs✐♦♥ ✇❤✐❝❤ ✇❛s ✇r✐tt❡♥ ❧❛t❡r ♦♥✳ ■t r❡❛❞s ❛s ✐❢ ❤❡ ❤❛❞ ♥♦t
s❡♥s❡❞ t❤❛t t❤❡s❡ ❝❤❛♥❣❡s ❝r❛s❤❡❞ ❢r♦♥t❛❧❧② ✇✐t❤ t❤❡ t❡♥❞❡♥❝② ♦❢ ❛ ✈❡r② ❧❛r❣❡ ♣❛rt
♦❢ t❤❡ ❝♦♠♠❡♥t ♦♥ ❜♦t❤ ♣✐❝t✉r❡s ♦❢ t❤❡ s❡❝♦♥❞ ♣❧❛②❣r♦✉♥❞ s❝❡♥❡✳
■♥ t❤❡ ♠❡❛♥t✐♠❡ t❤❡ ❧❛t❡r ✐♥tr♦❞✉❝t✐♦♥ ♦❢ t❤❡ ❝♦♥❝❡♣t ✏❝❛r✐tà ✑ ❞♦❡s ♥♦t s❡❡♠ t♦ ❜❡
❝❛rr✐❡❞ t❤r♦✉❣❤ ❝♦♥s✐st❡♥t❧②✳ ✏ ❆♠♦r❡ ✑ ❤❛s s✐♠♣❧② ❜❡❡♥ ♣r❡s❡r✈❡❞ ✐♥ s❡✈❡r❛❧ ✉tt❡r❛♥❝❡s
♦r t❤♦✉❣❤ts✱ ❢♦r ❡①❛♠♣❧❡ ✐♥✿ ✏❨♦✉ ❝❛♥♥♦t s❤♦✇ ❛✛❡❝t✐♦♥ ✇✐t❤♦✉t t❤✐s ❢❛♠✐❧✐❛r✐t②✳✑ ❬✶✽❪ ■t
❧♦♦❦s ❧❡ss ❡✈✐❞❡♥t ✐♥✿ ✏■❢ ✇❡ ❤❛✈❡ t❤✐s tr✉❡ ❧♦✈❡✱ ✇❡ s❤❛❧❧ ♥♦t s❡❡❦ ♦t❤❡r t❤❛♥ t❤❡ ❣❧♦r② ♦❢
●♦❞✑ ❛♥❞ ✏✇❤❡♥ t❤✐s ❧♦✈❡ ❧❛♥❣✉✐s❤❡s✳✑ ❬✷✶❪ ❚❤✐s ❦✐♥❞ ♦❢ ✉♥❝❤❛♥❣❡❞ ❢r❛❣♠❡♥ts ✇❛s ❡♥♦✉❣❤
t♦ ✐♥s♣✐r❡ ❇r❛✐❞♦ ❢♦r t❤❡ s❤❛r♣ ❝❤❛r❛❝t❡r✐③❛t✐♦♥ ✏♣♦❡♠ ♦❢ ❡❞✉❝❛t✐♦♥❛❧ ❧♦✈❡✑✳ ❚❤✐s str♦♥❣
❛♣♣r❡❝✐❛t✐♦♥ ✐s ♦❜✈✐♦✉s❧② ❛❧❧ t❤❡ ♠♦r❡ ❥✉st✐✜❡❞ ❢♦r t❤❡ ♦r✐❣✐♥❛❧ t❡①t ✇✐t❤ t❤❡ ❞♦♠✐♥❛t✐♥❣
✇♦r❞ ✏ ❛♠♦r❡ ✑ ✇✐t❤ r❡s♣❡❝t t♦ t❤❡ ✜rst ♣❛rt ♦❢ t❤❡ ❝♦♠❜✐♥❡❞ ✈❡rs✐♦♥✳
t❤✐s ✇❛② ❤❡ ✇❛♥t❡❞ t♦ ❞❡♥♦✉♥❝❡ s❡❧❢✲❝♦♠♣❧❛❝❡♥❝② ❛♥❞ ✜r♠♥❡ss ✈❡rs✉s ❛♥② r❡♥❡✇❛❧ ♦r ✉♣❞❛t✐♥❣ ♦❢ t❤❡
❙❛❧❡s✐❛♥ s②st❡♠ ✐♥ t❤❡ ♣❡❞❛❣♦❣✐❝❛❧ ✜❡❧❞✳
✸✹❊ ■❱✱ ♣♣✳ ✷✻✶✲✷✻✾✳ ▼❇ ❳❱■■✱ ♣♣✳ ✶✵✼✲✶✶✹❀ ❊▼❇ ❳❱■■✱ ♣♣✳ ✽✺✲✾✹✳ ❇❡s✐❞❡s✱ t❤❛t ✐s st✐❧❧ t❤❡ t❡①t ✐♥
t❤❡ s❡✈❡r❛❧ ❡❞✐t✐♦♥s ♦❢ t❤❡ r❡♥❡✇❡❞ ❈♦♥st✐t✉t✐♦♥s ❛♥❞ ●❡♥❡r❛❧ ❘✉❧❡s✳
✸✺❈❢✳ ❢♦♦t♥♦t❡s ✽✸✱ ✶✸✽ ❛♥❞ ✶✹✻ ✐♥ ❝❤❛♣t❡r ✸✳
✸✻❇❘❆■❉❖✱ P✳✱ ✶✵ ▼❛❣❣✐♦ ✶✽✽✹ ✐♥✿ ❖r✐❡♥t❛♠❡♥t✐ ♣❡❞❛❣♦❣✐❝✐✱ ❛♥♥♦ ❱■✱ ♥✹✱ ✶✾✺✾✱ ♣✳ ✺✹✼✳
✶✽✵

19 Pages 181-190

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19.1 Page 181

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✹✳✷✳✹ ❘❡❧✐❣✐♦✉s ❢♦✉♥❞❛t✐♦♥
❲❤❡r❡ ❱❛❧❢rè ♣♦✐♥t❡❞ ♦✉t t♦ ❉♦♥ ❇♦s❝♦ t❤❡ s✐❣♥✐✜❝❛♥❝❡ ♦❢ ❢❛♠✐❧✐❛r✐t② ❛♥❞ ❛✛❡❝t✐♦♥✱ ✐t ✇❛s
❝❧❡❛r t❤❛t ❤✐s st❛t❡♠❡♥t ✇❛s ❡①❝❧✉s✐✈❡❧② ❜❛s❡❞ ✉♣♦♥ ❤✉♠❛♥ ❝♦♥s✐❞❡r❛t✐♦♥s✳ ❍❡ s❛✐❞✿ ✏❨♦✉
s❡❡✱ ❢❛♠✐❧✐❛r✐t② ✭❝❧♦s❡♥❡ss✮ ❧❡❛❞s t♦ ❛✛❡❝t✐♦♥✱ ❛♥❞ ❛✛❡❝t✐♦♥ ❜r✐♥❣s ❝♦♥✜❞❡♥❝❡✳✑ ❬✻❪ ❚❤✐s
❛❧s♦ ❣♦❡s ❢♦r ❇✉③③❡tt✐✬s ✐♥✐t✐❛❧ ❝♦♠♠❡♥t✳ ■t ✐s ❤✐s ❝♦♥✈✐❝t✐♦♥ t❤❛t t❤❡ ❜♦②s ✏❢❡❡❧ t❤❡② ❛r❡
❧♦✈❡❞✑ ✐❢ t❤❡ ❡❞✉❝❛t♦rs ✏t❛❦❡ ♣❛rt ✐♥ t❤❡✐r ②♦✉t❤❢✉❧ ✐♥t❡r❡sts✑ ✶✸♦r ❛❧s♦ ✇❤❡♥ ❡❞✉❝❛t♦rs
❛♥❞ t❡❛❝❤❡rs ✏❧✐❦❡ ✇❤❛t ♣❧❡❛s❡s t❤❡ ②♦✉♥❣st❡rs✳✑ ❬✶✽❪ ❚♦ ❤✐♠ t♦♦ ❢❛♠✐❧✐❛r✐t② ❝♦♥s✐sts ♦❢
✏❞❡♠♦♥str❛t✐♥❣ ❬♠❛❦✐♥❣ ❡①♣❡r✐❡♥❝❡❪ t❤❛t ♦♥❡ ❧♦✈❡s✳✑ ❬✶✽❪ Pr❡❝✐s❡❧② ✇✐t❤ r❡s♣❡❝t t♦ t❤✐s
❧❛tt❡r ♣♦✐♥t ♦❢ ✈✐❡✇✱ ❇✉③③❡tt✐ r❡✈❡❛❧s t❤❡ ✉♥❞❡r❧②✐♥❣ ♠♦t✐✈❡ t♦ ❞❡❛❧ ✇✐t❤ t❤❡ ❜♦②s ✐♥ ❛
❢❛♠✐❧✐❛r✱ ❥♦✈✐❛❧ ❛♥❞ ♥❛t✉r❛❧ ✇❛②✳ ❚♦ ❡❧❛❜♦r❛t❡ t❤✐s ❝♦♠♠❡♥t ▲❡♠♦②♥❡ ♠❛❦❡s ✉s❡ ♦❢ ❛
❢✉♥❞❛♠❡♥t❛❧ t❤♦✉❣❤t ❢r♦♠ t❤❡ s✉❣❣❡st✐♦♥ ✐♥ ♠❛♥✉s❝r✐♣t ✱ ✇❤✐❝❤ ♠❛② ❤❛✈❡ ❜❡❡♥ ✐♥s♣✐r❡❞
❜② ❉♦♥ ❇♦s❝♦ ❤✐♠s❡❧❢ ❞✉r✐♥❣ t❤❡✐r st❛② ✐♥ ❘♦♠❡✳ ❆ ✜rst ✈❡rs✐♦♥ ♦❢ t❤✐s ✐♥s♣✐r❛t✐♦♥
❝♦♥❝❡r♥s ❛ q✉❡st✐♦♥ ♦❢ ❉♦♥ ❇♦s❝♦ ❛♥❞ t❤❡ ❛♥s✇❡r ♦❢ ❛♥ ✐♥t❡r❧♦❝✉t♦r ✇❤♦ ❤❛❞ ♥♦t ②❡t
❣♦t ❛ ♥❛♠❡✳ ❉♦♥ ❇♦s❝♦ ❛s❦❡❞ t❤❡ q✉❡st✐♦♥✿ ✏❲❤❛t ❞♦ t❤❡② ✇❛♥t ❢r♦♠ ✉s t❤❡♥❄✑ ❚❤❡
❛♥s✇❡r ✇❛s✿ ✏❚❤r♦✉❣❤ ❦♥♦✇✐♥❣ ❛♥❞ ❢❡❡❧✐♥❣ t❤❛t t❤❡② ❛r❡ ❧♦✈❡❞ ✐♥ t❤❡ t❤✐♥❣s t❤❡② ❧✐❦❡✱
t❤❡ ❜♦②s ❛r❡ ❧❡❞ t♦ s❡❡ t❤❡ ❧♦✈❡ ❬♦❢ t❤❡ ❡❞✉❝❛t♦rs❪ ✐♥ t❤♦s❡ t❤✐♥❣s t♦♦ ✇❤✐❝❤ t❤❡② ✜♥❞ ❧❡ss
❛ttr❛❝t✐✈❡✳✑ ❚❤❡ ❜♦②s s❤♦✉❧❞ ❛❧s♦ ❧❡❛r♥ t♦ ❧✐❦❡ ❞♦✐♥❣ t❤❡s❡ ❧❡ss ❛❣r❡❡❛❜❧❡ t❤✐♥❣s✳✑ ❚❤❡
❧✐st✐♥❣ ♦❢ ✏t❤❡s❡ t❤✐♥❣s✑ ✐s s✉❝❝✐♥❝t ❬✏❞✐s❝✐♣❧✐♥❡✱ st✉❞② ❛♥❞ s❡❧❢✲❞❡♥✐❛❧✑ ❪✱ ❜✉t t②♣✐❝❛❧ ♦❢ t❤❡
s✐t✉❛t✐♦♥ ♦❢ t❤❡ ②♦✉♥❣st❡rs ✐♥ t❤❡ ❖r❛t♦r②✳ ❬✶✸✲✶✹❪
❚❤❡ r❡♣❧② ❞✐❞ ♥♦t ❛♣♣❡❛r ❝❧❡❛r ❡♥♦✉❣❤ ❢♦r ❉♦♥ ❇♦s❝♦✳ ❍❡ ✇❛♥t❡❞ ❢✉rt❤❡r ❡①♣❧❛♥❛t✐♦♥✳
❇ ❈ ❍❡ ❣♦t ✐t ✇✐t❤ t❤❡ ♥♦t✐✜❝❛t✐♦♥ ✐♥ t❤❡ ♠❛♥✉s❝r✐♣ts ❛♥❞ ✿ ✏❚❤❡ ❉✐✈✐♥❡ ❙❛✈✐♦✉r ♠❛❞❡
❤✐♠s❡❧❢ ❧✐tt❧❡ ✇✐t❤ t❤❡ ❧✐tt❧❡ ♦♥❡s ❛♥❞ ❤❡ ❜♦r❡ ♦✉r ✇❡❛❦♥❡ss❡s✳✑ ❬✶✹❪ ▼❛♥✉s❝r✐♣t ♦♥t❛✐♥s
❛ s❡❝♦♥❞ ✈❡rs✐♦♥ ♦❢ t❤✐s ♦r✐❡♥t❛t✐♥❣ t❤♦✉❣❤t✳ ■t ✐s ❛ s❡♣❛r❛t❡ s❡♥t❡♥❝❡✱ ❜✉t ✐t ✐s ❧✐♥❦❡❞
❛❧r❡❛❞② ✇✐t❤ t❤❡ ❝♦♥❝❡♣t ♦❢ ❢❛♠✐❧✐❛r✐t②✳ ✏❋❛♠✐❧✐❛r✐t② ✐s t❤❡ ✇❛② ❏❡s✉s ❈❤r✐st ♠❛❞❡ ❤✐♠s❡❧❢
❧✐tt❧❡ ✇✐t❤ t❤❡ ❧✐tt❧❡ ♦♥❡s ❛♥❞ ❜♦r❡ ♦✉r ✇❡❛❦♥❡ss❡s✳✑ ✸✼ ❬✶✾❪ ❚❤❡ ❧✐♥❦ ❜❡t✇❡❡♥ ❢❛♠✐❧✐❛r✐t②
❛♥❞ ❏❡s✉s✬ ❝♦♥❞✉❝t ✐s ✐♥st❛♥t❧② ❝❧❡❛r✳ ■t ❧♦♦❦s ❛s ✐❢ ✐t ❝♦♥s✐sts ♦❢ ❏❡s✉s ♣✉tt✐♥❣ ❤✐♠s❡❧❢ ♦♥
t❤❡ ❧✐tt❧❡ ♦♥❡s✬ ❧❡✈❡❧ ❛♥❞ ❧♦✈✐♥❣ t♦ ❜❡ ❛♠♦♥❣ t❤❡♠ ❞❡s♣✐t❡ t❤❡ ✇❡❛❦♥❡ss❡s ❤❡ ❢❛❝❡❞✳ ❍❡
❜♦r❡ t❤❡♠ ❜❡❝❛✉s❡ ❤❡ ❧✐❦❡❞ ❛♥❞ ❧♦✈❡❞ t❤❡♠✳
❈ ❈ ❚❤❡ ❡❞✐t✐♦♥ ❛♥❞ t❤❡ ❧❡tt❡r t♦ t❤❡ ❜♦②s ❡①♣❛♥❞❡❞ t❤✐s ✐❞❡❛✳ ❚❤❡ ❡❞✐t✐♦♥ ❝❤❛♥❣❡❞
✏❢♦r t❤❡ ❧✐tt❧❡ ♦♥❡s✑ ✭✐♥ ✮ ✐♥t♦ ✏✇✐t❤ t❤❡ ❧✐tt❧❡ ♦♥❡s✳✑ ❋r ▲❡♠♦②♥❡ ♣r♦❜❛❜❧② ❞✐❞ s♦ ❜❡✲
❝❛✉s❡ ❤❡ ♠❡❛♥t ✏t♦❣❡t❤❡r ✇✐t❤ t❤❡♠✑✱ ✏❛♠♦♥❣ t❤❡♠✑✳ ❚❤❡ r❡❧✐❣✐♦✉s r❡❢❡r❡♥❝❡ ✇❛s ❡✈❡♥
str❡♥❣t❤❡♥❡❞ ✐♥ ✿ ✏❨♦✉ s❡❡✱ t❤❡ ♠♦❞❡❧ ♦❢ ❢❛♠✐❧✐❛r✐t②✳✑ ■♥ t❤❡ ❧❡tt❡r t♦ t❤❡ ❜♦②s t❤❡ ❝♦♥✲
♥❡❝t✐♦♥ ❜❡t✇❡❡♥ t❤❡ q✉♦t❛t✐♦♥ ❛♥❞ ❢❛♠✐❧✐❛r✐t② ❞✐❞ ♥♦t ❛♣♣❡❛r ❛t ❛❧❧✳ ❚❤❡ ✇♦r❞ ❢❛♠✐❧✐❛r✐t②
✇❛s s✐♠♣❧② ♦♠✐tt❡❞✳ ❍♦✇❡✈❡r✱ ✇✐t❤ ❛♥ ❡②❡ ♦♥ ❉♦♥ ❇♦s❝♦ ❤✐♠s❡❧❢ ❛♥❞ t❤❡ ❙❛❧❡s✐❛♥s✱ ❛
♥❡✇ q✉♦t❛t✐♦♥ ✇❛s ✐♥s❡rt❡❞✿ ✏❏❡s✉s ❈❤r✐st ❞✐❞ ♥♦t ❝r✉s❤ t❤❡ ❜r✉✐s❡❞ r❡❡❞ ♥♦r q✉❡♥❝❤ t❤❡
✸✼❇❘❆■❉❖ P✳✱ ▲❛ ❧❡tt❡r❛✳ ✳ ✳ ✱ ♣✳ ✸✻✴✺✾✲✻✵ ❚❤❡ ✐❞❡♥t✐✜❝❛t✐♦♥ ✇✐t❤ t❤❡ ❧✐tt❧❡ ♦♥❡s ❤❛s ❤❛❞ ❛ ♣r♦❢♦✉♥❞
✐♠♣❛❝t ♦♥ t❤❡ s♣✐r✐t✉❛❧✐t② ♦❢ ❡❞✉❝❛t♦rs ❛♥❞ ❝❛r❡ ♣r♦✈✐❞❡rs ✐♥ t❤❡ ❈❤r✐st✐❛♥ tr❛❞✐t✐♦♥✳ ■t ❛❧s♦ ❤❛❞
❛ ❣r❡❛t ✐♠♣❛❝t ♦♥ ❉♦♥ ❇♦s❝♦ ❤✐♠s❡❧❢ ❛❝❝♦r❞✐♥❣ t♦ ❤✐s ✐♠♣✉❧s❡✿ ✏▲❡t ✉s tr❡❛t ②♦✉♥❣ ♣❡♦♣❧❡ ❛s ✇❡
✇♦✉❧❞ tr❡❛t ❏❡s✉s ✐❢ ❤❡ ✇❡r❡ ❛ ♣✉♣✐❧ ✐♥ ♦♥❡ ♦❢ ♦✉r s❝❤♦♦❧s✳✑ ✭▼❇ ❳■❱✱ ♣♣✳ ✽✹✻✲✽✹✼❀ ♦♠✐tt❡❞ ✐♥ ❊▼❇
❳■❱✳✮ ■t ✐♥✢✉❡♥❝❡❞ ❤✐s ❝♦✲✇♦r❦❡rs t♦♦✳ ■♥ ❙❡♣t❡♠❜❡r ✶✽✽✹ t❤❡ ✜rst ❞r❛❢t ♦❢ ❛ ❝♦❛t ♦❢ ❛r♠s ❢♦r t❤❡
❝♦♥❣r❡❣❛t✐♦♥ ✇❛s ♣r❡s❡♥t❡❞✳ ❖♥ t❤❡ ❧♦✇❡r ♣♦rt✐♦♥ ♦❢ t❤❡ ❞❡s✐❣♥✱ ❛ ✇❛✈✐♥❣ str❡❛♠❡r ✇✐t❤ t❤❡ ✇♦r❞s✿
✏❙✐♥✐t❡ ♣❛r✈✉❧♦s ✈❡♥✐r❡ ❛❞ ♠❡✑ ❬✏▲❡t t❤❡ ❧✐tt❧❡ ♦♥❡s ❝♦♠❡ t♦ ♠❡✑ ❪✳ ❊✈❡♥t✉❛❧❧② t❤❡ ♠♦tt♦ ✏❉❛ ♠✐❤✐
❛♥✐♠❛s✱ ❝❛❡t❡r❛ t♦❧❧❡✑ ●✐✈❡ ♠❡ s♦✉❧s✱ t❛❦❡ ❛✇❛② t❤❡ r❡st✇♦✉❧❞ ♣r❡✈❛✐❧ t❤❛♥❦s t♦ t❤❡ ❛r❣✉♠❡♥t❛t✐♦♥
♦❢ ❉♦♥ ❇♦s❝♦✳ ✭▼❇ ❳❱■■✱ ♣✳ ✸✻✺❀ ❊▼❇ ❳❱■■✱ ♣✳ ✸✸✼✳✮
✶✽✶

19.2 Page 182

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s♠♦✉❧❞❡r✐♥❣ ✢❛①✳✑ ❆s ❛ ❝♦♥❝❧✉s✐♦♥✿ ✏❍❡ ✐s ②♦✉r ♠♦❞❡❧✳✑ ■♥ t❤❡ ❝✐r❝✉❧❛r ❢♦r t❤❡ ❛❞✉❧ts
✐t ✇❛s ❛❣❛✐♥ ♣✉t ✐♥t♦ t❤❡ ❝♦♥t❡①t ♦❢ ❢❛♠✐❧✐❛r✐t②✿ ✏❍❡ ✐s ♦✉r ♠❛st❡r ✐♥ t❤❡ ♠❛tt❡r ♦❢ ❢❛✲
♠✐❧✐❛r✐t② ❬♦❢ t❤❡ ❢r✐❡♥❞❧② ❛♣♣r♦❛❝❤❪✳✑ ❬✶✾❪ ❚❤❡ s❡❝♦♥❞ q✉♦t❡ ✇❛s s❤✐❢t❡❞ t♦ t❤❡ ❝♦♠♠❡♥t
♦♥ t❤❡ ♣♦✇❡r ♦❢ ❧♦✈❡✱ ✇❤✐❝❤ t❤❡ ❡❞✉❝❛t♦rs ❝❛♥ r❡❝❡✐✈❡ ❢r♦♠ ②♦✉♥❣st❡rs✳ ❆❣❛✐♥ ✐t ✐s ♥♦t
♦♥❧② t❤❡ ❤✉♠❛♥ ❡①♣❡r✐❡♥❝❡ ♦❢ ❛✛❡❝t✐♦♥ ✇❤✐❝❤ ❝❛♥ str❡♥❣t❤❡♥ t❤❡♠ t♦ ❤❡❧♣ ❜❡❛r ❢❛t✐❣✉❡✱
✐♥❣r❛t✐t✉❞❡✱ ❞✐sr✉♣t✐♦♥✱ ❢❛✐❧✉r❡s ❛♥❞ ♥❡❣❧❡❝ts ♦❢ t❤❡ ❜♦②s✳ ❆✛❡❝t✐♦♥ ✐s s✉♣♣♦rt❡❞ ❛♥❞
❞❡❡♣❡♥❡❞ ❜② t❤❡ ✐♠♣r❡ss✐✈❡ ❡①❛♠♣❧❡ ♦❢ ❏❡s✉s ❈❤r✐st✳ ❍❡ ✐s t❤❡✐r r♦❧❡ ♠♦❞❡❧ ✐♥ ❜❡❛r✐♥❣
❛♥❞ t♦❧❡r❛t✐♥❣ ❜❡❝❛✉s❡ ❤❡ ❞✐❞ ♥♦t ❝r✉s❤ t❤❡ ❜r✉✐s❡❞ r❡❡❞ ♥♦r q✉❡♥❝❤ t❤❡ s♠♦✉❧❞❡r✐♥❣
✢❛①✳ ❬✷✵❪ ■t ✐s ❛ ❜r♦❛❞ ✐♥t❡r♣r❡t❛t✐♦♥ ♦❢ t❤❡ ♣❡r✐❝♦♣❡ ✐♥ ❙t✳ ▼❛tt❤❡✇✬s ❣♦s♣❡❧✱ ✇❤✐❝❤
❜❡❝❛♠❡ ❝❧❡❛r ✇❤❡♥ ❞✐s❝✉ss✐♥❣ t❤❡ ❝♦♠♠❡♥ts✱ ❜✉t ❜♦t❤ t❤❡ q✉♦t❛t✐♦♥ ❛♥❞ t❤❡ ♠❡ss❛❣❡ ✜t
✐♥ ❜❡tt❡r t❤❡r❡✳
❙♦❧❡❧② ❤✉♠❛♥ ✉♥❞❡r♣✐♥♥✐♥❣ ♦❢ t❤❡ ❢✉♥❞❛♠❡♥t❛❧ ❛♥❞ ❜❛s✐❝ ❛tt✐t✉❞❡ ♦❢ ❢❛♠✐❧✐❛r✐t② ❞♦❡s
♥♦t s✉✣❝❡✳ ❆ ❞❡❡♣❡r ❛♥❞ s♣✐r✐t✉❛❧ ❢♦✉♥❞❛t✐♦♥ ♠✉st ♠♦t✐✈❛t❡ t❤❡ ❛❝ts ♦❢ t❤❡ ❙❛❧❡s✐❛♥s✳
▼♦r❛❧✐③✐♥❣ ❛♣♣❧✐❝❛t✐♦♥s ♠✉st ❤❛✈❡ ❜❡❡♥ ❝✉rr❡♥t ❛♠♦♥❣ ❉♦♥ ❇♦s❝♦✬s ❝❧♦s❡st ❝♦✲✇♦r❦❡rs
✐♥ t❤♦s❡ ②❡❛rs✳ ●✳❇✳ ❋r❛♥❝❡s✐❛ ♣r♦❝❡❡❞❡❞ ✐♥ t❤❡ s❛♠❡ ✇❛② ✐♥ ❛ ✇r✐tt❡♥ ♦✉t ❜✉t ♣r♦❜❛❜❧②
♥♦t ♣✉❜❧✐s❤❡❞ tr❡❛t✐s❡ ♦♥ ♣✉♥✐s❤♠❡♥ts✳ ❍❡ ❥✉st✐✜❡❞ ❤✐s ✈✐❡✇s✱ ✇❤✐❝❤ ❤❡ ♦❢t❡♥ ❜♦rr♦✇❡❞
❢r♦♠ ❛ ✇♦r❦ ❜② P✳ ❆✳ ▼♦♥❢❛t✱ ♣❡rs♦♥❛❧❧② ❛t ❛ ❞❡❡♣❡r ❧❡✈❡❧ ❜② r❡❢❡rr✐♥❣ ✐♥ s❡✈❡r❛❧ s♣♦ts
t♦ ❏❡s✉s✬ ❛❝ts✳ ❚❤✐s ✐s t❤❡ ❝❛s❡ ✇❤❡r❡ ❤❡ st❛t❡s t❤❛t t❤❡ t❡❛❝❤❡r ♦r ❡❞✉❝❛t♦r ❤❛s ❣♦t
t♦ ❛❧❧♦✇ t❤❡ ❜♦② ✏t✐♠❡ t♦ r❡✢❡❝t✱ t♦ r❡t✉r♥ t♦ ❤✐s s❡♥s❡s✱ t♦ ❜❡❝♦♠❡ ❛✇❛r❡ ♦❢ ❤✐s ✇r♦♥❣
❛♥❞ ♦❢ t❤❡ ❥✉st✐❝❡ ❛❞ ♥❡❡❞ ❢♦r ♣✉♥✐s❤♠❡♥t✱ ❛♥❞ t❤✉s ❛❧❧♦✇ ❤✐♠s❡❧❢ t♦ ❜❡♥❡✜t ❢r♦♠ ✐t✳✑ ❍❡
❛❞❞❡❞ ❛s ❛ ❢♦✉♥❞❛t✐♦♥ t♦ t❤✐s ❝♦♥❞✉❝t✿ ✏■ ❛♠ ❛❧✇❛②s r❡♠✐♥❞❡❞ ♦❢ ❤♦✇ ♦✉r ▲♦r❞ ❝❤♦s❡ t♦
❞❡❛❧ ✇✐t❤ ❙t✳ P❛✉❧✳ ✳ ✳ ❏❡s✉s ✐♥ ❍✐s ❣♦♦❞♥❡ss ❞✐❞ ♥♦t str✐❦❡ ❙❛✉❧ ❞♦✇♥ ✐♠♠❡❞✐❛t❡❧②✳ ❍❡
t❤r❡✇ ❤✐♠ t♦ t❤❡ ❣r♦✉♥❞ ♦♥❧② ❛❢t❡r ❛ ❧♦♥❣ ❥♦✉r♥❡②✱ ❛❢t❡r ❤❡ ❤❛❞ ❤❛❞ t✐♠❡ t♦ r❡✢❡❝t ✉♣♦♥
❤✐s ♠✐ss✐♦♥ ❛♥❞ ✇❛s ❢❛r ❢r♦♠ ❛♥②♦♥❡ ✇❤♦ ♠✐❣❤t str❡♥❣t❤❡♥ ❤✐s r❡s♦❧✈❡ t♦ ♣❡rs❡❝✉t❡ t❤❡
❈❤r✐st✐❛♥s✳ ■ ✇♦✉❧❞ ❧✐❦❡ ♠② ❞❡❛r ❙❛❧❡s✐❛♥s t♦ ❢♦r♠ t❤❡♠s❡❧✈❡s ❛❢t❡r t❤✐s ❞✐✈✐♥❡ ♠♦❞❡❧✱
s♦ t❤❛t ✇✐t❤ ❡♥❧✐❣❤t❡♥❡❞ ♣❛t✐❡♥❝❡ ❛♥❞ s♦❧✐❝✐t♦✉s ❧♦✈❡✱ t❤❡② ♠❛② ✐♥ ●♦❞✬s ♥❛♠❡ ❛✇❛✐t t❤❡
♦♣♣♦rt✉♥❡ ♠♦♠❡♥t t♦ ❝♦rr❡❝t t❤❡✐r ♣✉♣✐❧s✳✑ ✸✽ ❆❧s♦ t♦ ❤✐♠ ❏❡s✉s ❈❤r✐st ✇❛s t❤❡ ♠♦❞❡❧ ❢♦r
t❤❡ ♣❛t✐❡♥t ❛♥❞ t❡♠♣♦r✐③✐♥❣ ✇❛② ♦❢ ❞❡❛❧✐♥❣ ✇✐t❤ t❤❡ ②♦✉♥❣st❡rs✱ ✇❤✐❝❤ ❝❛♥ ❜❡ s❡❡♥ ❛s
❡✈✐❞❡♥❝❡ ♦❢ t❤❡✐r r❡❛❧ ❧♦✈❡ ❢♦r t❤❡ ❜♦②s✳
◆♦ ❧❡ss r❡❧❡✈❛♥t ✐s t❤❡ ❢♦❧❧♦✇✐♥❣ ❢r❛❣♠❡♥t ❢r♦♠ ❋r ❋r❛♥❝❡s✐❛✬s t❡①t✿ ✏▲❡t ✉s ♣❧❛❝❡
♦✉rs❡❧✈❡s ❛t t❤❡✐r s❡r✈✐❝❡ ❬♦❢ t❤❡ ❜♦②s❪ ❧✐❦❡ ❏❡s✉s✱ ✇❤♦ ❝❛♠❡ ❛♠♦♥❣ ✉s t♦ ♦❜❡② r❛t❤❡r t❤❛♥
t♦ ❝♦♠♠❛♥❞✳ ▲❡t ♦✉r ❛✉t❤♦r✐t② ♦✈❡r t❤❡♠ ❜❡ t♦ s❡r✈❡ t❤❡♠ ✇✐t❤ ✐♥❝r❡❛s❡❞ ❞❡❞✐❝❛t✐♦♥✳
❚❤✉s ❞✐❞ ❏❡s✉s ❛❝t t♦✇❛r❞s ❍✐s ❛♣♦st❧❡s✱ t♦❧❡r❛t✐♥❣ t❤❡✐r ✐❣♥♦r❛♥❝❡✱ r✉❞❡♥❡ss✱ ❛♥❞ s❤❛❦②
✜❞❡❧✐t②✱ r❡❛❝❤✐♥❣ ♦✉t t♦ s✐♥♥❡rs ✇✐t❤ s✉❝❤ ❡❛s❡ ❛♥❞ ❢r✐❡♥❞❧✐♥❡ss ❬❝♦♥ ✉♥❛ ❞✐♠❡st✐❝❤❡③③❛ ❡
❢❛♠✐❣❧✐❛r✐tà❪ ❛s t♦ ❛st♦♥✐s❤ s♦♠❡ ♣❡♦♣❧❡✱ ♣r❛❝t✐❝❛❧❧② t♦ s❝❛♥❞❛❧✐③❡ ♦t❤❡rs✱ ❛♥❞ t♦ ❦✐♥❞❧❡
✐♥ ♠❛♥② t❤❡ ❜❧❡ss❡❞ ❤♦♣❡ ♦❢ r❡❝❡✐✈✐♥❣ ❞✐✈✐♥❡ ♣❛r❞♦♥✳ ❍❡♥❝❡ ❤❡ t❡❧❧s ✉s t♦ ❜❡ ✏♠❡❡❦ ❛♥❞
❤✉♠❜❧❡ ♦❢ ❤❡❛rt✳✑ ✸✾
■♥ t❤❡ s❛♠❡ ✇❛② ❋r ❋r❛♥❝❡s✐❛ s✉♠♠♦♥❡❞ ♣❡♦♣❧❡ t♦ ❜❡❛r ❞✐s❛❣r❡❡❛❜❧❡ t❤✐♥❣s ❢♦❧❧♦✇✐♥❣
✸✽
❇❘❆■❉❖✱ P✳✱ ❉♦♥ ❇♦s❝♦ ❡❞✉❝❛t♦r❡✳✳✳✱ ♣✳ ✸✸✶✴✶✷✽✲✶✹✹✳ ❊▼❇ ❳❱■✱ ♣✳ ✸✼✶✳
✸✾
❇❘❆■❉❖✱ P✳✱ ❉♦♥ ❇♦s❝♦ ❡❞✉❝❛t♦r❡✳✳✳✱ ✸✸✷✴✶✺✸✲✶✻✶✳ ❚❤❡ ✇❡❧❧✲❦♥♦✇♥ ●♦s♣❡❧ t❡①t ✐♥ ▼❛tt❤❡✇ ✶✶✱ ✷✾✳
❊▼❇ ❳❱■✱ ♣✳ ✸✼✶✳
✹✶❛ ❛♥❞ ✹✶❜ ❋♦r ❜♦t❤ q✉♦t❛t✐♦♥s ❢r♦♠ t❤❡ ▲✐tt❧❡ ❚r❡❛t✐s❡✿ ❇❖❙❈❖✱ ●✳✱ ■❧ s✐st❡♠❛ ♣r❡✈❡♥t✐✈♦✳ ✳ ✳ ✱
♣✳ ✽✹✴✹✷✾✲✹✸✸✳ ❈♦♥st✐t✉t✐♦♥s✳ ✳ ✳ ✱ ♣♣✳ ✷✹✽✲✷✹✾✳ ❈❢✳ ❚❊PP❆✱ ❆✳▼✳✱ ❆✈✈❡rt✐♠❡♥t✐✳✳✳✱ ♣♣✳ ✻✶✲✻✾✳
✶✽✷

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❏❡s✉s ❈❤r✐st✬s ❡①❛♠♣❧❡✱ ❜✉t ❡✈❡♥ ♠♦r❡ str✐❦✐♥❣ ✐s t❤❡ ♦t❤❡r ✐♠❛❣❡ ❤❡ ♦✛❡rs ❛s ❛♥ ✐❞❡❛❧ t♦
t❤❡ ❡❞✉❝❛t♦rs✳ ❏❡s✉s ❈❤r✐st ❝♦♥✜❞❡♥t✐❛❧❧②✱ ❣❡♥t❧② ❛♥❞ ♣♦❧✐t❡❧② ❞❡❛❧s ✇✐t❤ s✐♥♥❡rs✱ ❛❞✉❧ts
❛♥❞ ②♦✉♥❣st❡rs ❛❧✐❦❡✱ ✇❤♦ ❛r❡ ✇❡❛❦ ❛♥❞ ❢❛✐❧✐♥❣✳ ■t ✐s ❛♥ ✐♠❛❣❡ ✇❤✐❝❤ ❞❡✈✐❛t❡s ❢r♦♠ t❤❡
❞♦♠✐♥❛t✐♥❣ r❡♣r❡s❡♥t❛t✐♦♥ ♦❢ ❏❡s✉s ❛s s♦♠❡♦♥❡ ✇❤♦ s❛❝r✐✜❝❡s ❤✐♠s❡❧❢ ❝♦♠♣❧❡t❡❧②✱ ❡✛❛❝❡s
❤✐♠s❡❧❢✱ ✇❤♦ ✐s ✇✐❧❧✐♥❣ t♦ s❡r✈❡ t❤❡ s✐❝❦✱ ✇❡❛❦✱ ❡①♣❡❧❧❡❞ ❛♥❞ s✐♥❢✉❧ ♣❡♦♣❧❡ ✐♥ ❛♥② ♣♦ss✐❜❧❡
✇❛②✳ ❏❡s✉s ✐s t❤❡ ♦♥❡ ✇❤♦ s❛❝r✐✜❝❡s ❤✐s ❧✐❢❡✱ ♣r❛❝t✐s❡s ❈❤❛r✐t② ✐♥ t❤❡ ❤✐❣❤❡st ❞❡❣r❡❡ ❛♥❞ ✐s
t❤❡ ✐♥❝❛r♥❛t✐♦♥ ♦❢ ❛❝t✐✈❡✱ ❡✛❡❝t✐✈❡ ❧♦✈❡✳ ◆❡①t t♦ t❤✐s✱ ❋r❛♥❝❡s✐❛ ❛♥❞ ▲❡♠♦②♥❡ ♣✉t ❛♥♦t❤❡r
❡①❛♠♣❧❡✿ ❏❡s✉s✱ t❤❡ ♠❛♥ ♦❢ t❤❡ s♣♦♥t❛♥❡♦✉s ❛♥❞ ♦♣❡♥✲♠✐♥❞❡❞ ❝♦♥t❛❝t✱ t❤❡ ♠❛♥ ♦❢ t❤❡
❤❡❛rt ❝♦♥q✉❡r✐♥❣ ❛✛❛❜❧❡ s♦❝✐❛❧ ✐♥t❡r❝♦✉rs❡✳ ❚❤❡ ✇❛② ❏❡s✉s ❞❡❛❧t ✇✐t❤ ❝❤✐❧❞r❡♥ ❛♥❞ ❛❞✉❧ts
✐s ❡①tr❡♠❡❧② ✐♠♣♦rt❛♥t t♦ t❤❡♠✳ ◆♦t ♦♥❧② ❤✐s s❡❧❢✲s❛❝r✐✜❝❡✱ ❜✉t ❛❧s♦ ❤✐s ❝♦♥✜❞❡♥t✐❛❧✱
✐♥t✐♠❛t❡✱ ❦✐♥❞✱ t❡♥❞❡r ❛♥❞ ❢❛♠✐❧✐❛r ✐♥t❡r❛❝t✐♦♥ ♠✉st ✐♥s♣✐r❡ ❡❞✉❝❛t♦rs t♦ ✐♠✐t❛t❡ ❤✐♠✳✹✵
P❡r❤❛♣s ❜♦t❤ ❛✉t❤♦rs ✇❛♥t❡❞ ♥♦t ♦♥❧② t♦ str❡♥❣t❤❡♥✱ ❜✉t ❛❧s♦ t♦ ❞❡✈❡❧♦♣ t❤❡ ✇❛② ❉♦♥
❇♦s❝♦ ❤✐♠s❡❧❢ ❤❛❞ st✐♣✉❧❛t❡❞ ✐♥ ❤✐s ▲✐tt❧❡ ❚r❡❛t✐s❡ ♦♥ t❤❡ Pr❡✈❡♥t✐✈❡ ❙②st❡♠✳ Pr♦❜❛❜❧②
✐♥ t❤❡ ✇❛❦❡ ♦❢ ❚❡♣♣❛✱ ❉♦♥ ❇♦s❝♦ ❤❛❞ q✉♦t❡❞ ❢r♦♠ t❤❡ t❤✐rt❡❡♥t❤ ❝❤❛♣t❡r ♦❢ t❤❡ ❧❡tt❡r t♦
t❤❡ ❈♦r✐♥t❤✐❛♥s ✐♥ t❤❡ ❧✐tt❧❡ tr❡❛t✐s❡✿ ✏❚❤❡ ♣r❛❝t✐❝❡ ♦❢ t❤✐s s②st❡♠ ✐s ✇❤♦❧❧② ❜❛s❡❞ ♦♥ t❤❡
✇♦r❞s ♦❢ ❙t P❛✉❧ ✇❤♦ s❛②s✿ ❈❛r✐t❛s ♣❛t✐❡♥s ❡st✱ ❜❡♥✐❣♥❛ ❡st✱ ♦♠♥✐❛ s✉✛❡rt✱ ♦♠♥✐❛ s♣❡r❛t✱
♦♠♥✐❛ s✉st✐♥❡t ❈❛r✐t❛s ✳✑ ❬
♦r ❈❤r✐st✐❛♥ ❧♦✈❡ ✐s ♣❛t✐❡♥t ❛♥❞ ❦✐♥❞❀ ✐t ❜❡❛rs ❛❧❧ t❤✐♥❣s✱ ❜✉t
❤♦♣❡s ❛❧❧ t❤✐♥❣s ❛♥❞ ❡♥❞✉r❡s ❛❧❧ t❤✐♥❣s✳❪✹✶ ❆♣❛rt ❢r♦♠ ❜❡❛r✐♥❣ ❛♥❞ ❡♥❞✉r✐♥❣ t❤❡ ✇♦r❞s
♣❛t✐❡♥t ❛♥❞ ❦✐♥❞ ❛r❡ ♣r❡s❡♥t✳ ❨❡t ❜♦t❤ ❛✉t❤♦rs ❞✐❣ ❞❡❡♣❡r✳ ❚❤❡② ❞❡✈❡❧♦♣ t❤❡s❡ ❝♦♥❝❡♣ts
❛♥❞ ❜♦t❤ ✈✐s✉❛❧✐③❡ ❛♥❞ ♠❛❦❡ t❤❡s❡ ❛s♣❡❝ts ♠♦r❡ ❝♦♥❝r❡t❡✳
❚❤❡ q✉♦t❡s ❛♥❞ ✐♥t❡r♣r❡t❛t✐♦♥s ♦❢ ❉♦♥ ❇♦s❝♦ ❛♥❞ ❤✐s ❝♦✲✇♦r❦❡rs ✐♥❞✐❝❛t❡ t❤❛t t❤❡
Pr❡✈❡♥t✐✈❡ ❙②st❡♠ ❛♥❞ ♣❛rt✐❝✉❧❛r❧② t❤❡ ❙❛❧❡s✐❛♥ r❡❧❛t✐♦♥❛❧ st②❧❡ ♦❢ s♦❝✐❛❧ ✐♥t❡r❝♦✉rs❡ st❡♠
❢r♦♠ ❛ ❈❤r✐st✐❛♥ s♣✐r✐t✉❛❧✐t②✳ ❚❤❛t ❝♦✉❧❞ ❡①♣❧❛✐♥ ✇❤② ❉♦♥ ❇♦s❝♦ ❜♦❧❞❧② ❝♦♥❝❧✉❞❡❞ ✐♥ t❤❡
t❤❡ Pr❡✈❡♥t✐✈❡ ❙②st❡♠ ❧✐tt❧❡ tr❡❛t✐s❡✿ ✏❍❡♥❝❡ ♦♥❧② ❛ ❈❤r✐st✐❛♥ ❝❛♥ ❛♣♣❧②
✇✐t❤ s✉❝❝❡ss✳✑ ✹✷
❍❡ ♠❡❛♥s t❤❡ ❦✐♥❞ ♦❢ ❈❤r✐st✐❛♥ ✇❤♦ ✐s ✐♥s♣✐r❡❞ ❜② ❏❡s✉s ❈❤r✐st ❤✐♠s❡❧❢✳ ■t ✐s ❝❡rt❛✐♥❧② ❛
st❛t❡♠❡♥t ✇❤✐❝❤ s❤♦✇s ❛ str♦♥❣ ❝♦♥♥❡❝t✐♦♥ ✇✐t❤ ❛♥ ✉tt❡r❛♥❝❡ ♦❢ ❤✐s ❞✉r✐♥❣ ❛ ❝♦♥✈❡rs❛t✐♦♥
✇✐t❤ t❤❡ ❚✉r✐♥ ♣r❡❢❡❝t ❛t ❛ ♥♦t q✉✐t❡ ❞❡✜♥❡❞ ♣♦✐♥t ✐♥ t✐♠❡✳ ❉♦♥ ❇♦s❝♦ ✐s s✉♣♣♦s❡❞ t♦
❤❛✈❡ s❛✐❞ ❛t t❤❛t ♠♦♠❡♥t✿ ✏■ ❞♦ t❤✐♥❦ ✐t ✐s ✐♠♣♦ss✐❜❧❡ t♦ ♦❜t❛✐♥ s♦♠❡t❤✐♥❣ ❣♦♦❞ ❢r♦♠
t❤❡ ②♦✉♥❣st❡rs ✇✐t❤♦✉t r❡❧✐❣✐♦♥✳✑ ✹✸
■t ✐s ❤♦✇❡✈❡r ♣♦ss✐❜❧❡ t❤❛t ✐t ❤❛❞ ❜❡❝♦♠❡ tr❡♥❞② ❛♠♦♥❣ t❤❡ ❝♦♥❢r❡r❡s t♦ ❝❧❡❛r t❤❡
✏❡✈❛♥❣❡❧✐❝❛❧✑ s♦✉r❝❡s ♦❢ ✐♥s♣✐r❛t✐♦♥ ♦❢ t❤❡ ♣r❡✈❡♥t✐✈❡ s②st❡♠✳ ❚❤✐s ✐s s❤♦✇♥ ✐♥ ❛ ❝♦♥❝❧✉s✐♦♥
♦❢ t❤❡ t✇♦ ●❡♥❡r❛❧ ❈❤❛♣t❡rs ✇❤✐❝❤ ✇❡r❡ ❤❡❧❞ ✐♥ ✶✽✽✸ ❛♥❞ ✶✽✽✻✳ ❚❤❡ ❝♦♥❝❧✉s✐♦♥s ✇❡r❡
❡❞✐t❡❞ t♦❣❡t❤❡r ✐♥ ♦♥❡ ❞♦❝✉♠❡♥t✳ ❚❤❡ ❝♦♥❝❧✉s✐♦♥ ✇❤✐❝❤ ✐s ♠❡❛♥t✱ ❤❛s ❜❡❡♥ ❢♦r♠✉❧❛t❡❞
❛s ❢♦❧❧♦✇s✿ ✏❖♥❡ ❤❛s t♦ s❡❡ t♦ ✐t ✐♥ ❛❧❧ ♣♦ss✐❜❧❡ ✇❛②s t❤❛t t❤❡ ❜♦②s ❬❝❛♥❪ ❜❡ ❛✇❛r❡ ♦❢
t❤❡✐r s✉♣❡r✐♦rs ❧♦✈✐♥❣ ❛♥❞ r❡s♣❡❝t✐♥❣ t❤❡♠✳ ❚❤✐s ✐s ♦❜t❛✐♥❡❞ ❜② tr❡❛t✐♥❣ t❤❡♠ ✐♥ t❤❡
✹✵❍❡r❡ ✇❡ ❝❛♥ r❡❢❡r t♦ t❤❡ ❞♦✉❜❧❡ ✐♠❛❣❡ ✐♥ t❤❡ ❈♦♥st✐t✉t✐♦♥s ♦❢ t❤❡ ❙❛❧❡s✐❛♥s✳ ❚❤❡r❡ ✇❡ ✜♥❞ ✐♥ ❛rt✐❝❧❡
✶✶✿ ✏❘❡❛❞✐♥❣ t❤❡ ●♦s♣❡❧ ✇❡ ❜❡❝♦♠❡ ♠♦r❡ ❛✇❛r❡ ♦❢ ❝❡rt❛✐♥ ❛s♣❡❝ts ♦❢ t❤❡ ✜❣✉r❡ ♦❢ t❤❡ ▲♦r❞✳✳✳ ❚❤❡
♣r❡♦❝❝✉♣❛t✐♦♥ ♦❢ t❤❡ ●♦♦❞ ❙❤❡♣❤❡r❞ ✇❤♦ ✇✐♥s t❤❡ ❤❡❛rts ❜② ❣❡♥t❧❡♥❡ss ❛♥❞ s❡❧❢✲❣✐✈✐♥❣✳✑ ✭❈♦♥st✐✲
t✉t✐♦♥s ❛♥❞ ●❡♥❡r❛❧ ❘✉❧❡s✱ ♣✳ ✷✶✮✳ ■♥ ■t❛❧✐❛♥ ✏ ❝♦♥ ❧❛ ♠✐t❡③③❛ ❡ ✐❧ ❞♦♥♦ ❞✐ sé ✳✑ ✭❈♦st✐t✉③✐♦♥✐✳ ✳ ✳ ✱ ♣✳
✷✶✳✮
✹✶❇❖❙❈❖✱ ●✳✱ ■❧ s✐st❡♠❛ ♣r❡✈❡♥t✐✈♦✳ ✳ ✳ ✱ ♣✳ ✽✹✴✹✷✾✲✹✸✸✳ ❈♦♥st✐t✉t✐♦♥s✳ ✳ ✳ ✱ ♣♣✳ ✷✹✽✲✷✹✾✳ ❈❢✳ ❚❊PP❆✱
❆✳▼✳✱ ❆✈✈❡rt✐♠❡♥t✐✳✳✳✱ ♣♣✳ ✻✶✲✻✾✳
✹✷❇❖❙❈❖✱ ●✳✱ ■❧ s✐st❡♠❛ ♣r❡✈❡♥t✐✈♦✳ ✳ ✳ ✱ ♣✳ ✽✹✴✹✷✾✲✹✸✸✳ ❈♦♥st✐t✉t✐♦♥s✳ ✳ ✳ ✱ ♣♣✳ ✷✹✽✲✷✹✾✳ ❈❢✳ ❚❊PP❆✱
❆✳▼✳✱ ❆✈✈❡rt✐♠❡♥t✐✳✳✳✱ ♣♣✳ ✻✶✲✻✾✳
✹✸▼❇ ❳■■■✱ ♣✳ ✺✺✼ ❛♥❞ ❛❧s♦ ♣✳ ✺✺✽❀ ❊▼❇ ❳■■■✱ ♣✳ ✹✸✵✲✹✸✶✴❢♦♦t♥♦t❡ ✸✳
✶✽✸

19.4 Page 184

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tr✉❡ s♣✐r✐t ♦❢ ❈❤r✐st✐❛♥ ❧♦✈❡ r❡❝♦♠♠❡♥❞❡❞ ❜② t❤❡ ❍♦❧② ●♦s♣❡❧✳✑ ✹✹ ❲❤✐❝❤ ♣❛rt✐❝✉❧❛r t❡①ts
✐♥ t❤❡ ◆❡✇ ❚❡st❛♠❡♥t ❝r♦ss❡❞ t❤❡ ♠✐♥❞s ✐♥ t❤✐s r❡s♣❡❝t r❡♠❛✐♥s ✉♥❝❡rt❛✐♥✱ ❜✉t ✇❡ ♠❛②
s✉r❡❧② t❤✐♥❦ ♦❢ ▼❛tt❤❡✇ ✺✱✹✸❀ ✶✾✱✶✾ ❛♥❞ ✷✷✱✸✾✳ ✹✺ ❚❤❡s❡ ❝♦♥❝❧✉s✐♦♥s ❞♦ ♥♦t ♦♥❧② ♣✉t t❤❡
❛❝t✐✈❡ ❛♥❞ ❡✛❡❝t✐✈❡ ❈❤r✐st✐❛♥ ❧♦✈❡ ✐♥t♦ t❤❡ ♣✐❝t✉r❡✱ ❜✉t ✇✐t❤ ✏❧♦✈✐♥❣ ❛♥❞ r❡s♣❡❝t✐♥❣✑ ❛❧s♦
t❤❡ ❛✛❡❝t✐✈❡ ❧♦✈❡✳
▼♦r❡♦✈❡r✱ ✐♥ t❤❡ s♣✐r✐t ♦❢ ❋r ▲❡♠♦②♥❡✬s ❡①♣❧❛♥❛t✐♦♥✱ ❛❧❧ ❛❝t✐♦♥s ♦❢ t❤❡ ❙❛❧❡s✐❛♥s ♠✉st
❜❡ ✐♥s♣✐r❡❞ ❜② ✏s❡❡❦✐♥❣ t❤❡ ❣❧♦r② ♦❢ ●♦❞ ❛♥❞ t❤❡ ❣♦♦❞ ♦❢ s♦✉❧s✳✑ ❬✷✶❪ ▼❛♥✉s❝r✐♣t ❛❧s♦
♠❡♥t✐♦♥s ✏❢♦❧❧♦✇✐♥❣ ❏❡s✉s ❈❤r✐st✬s ❡①❛♠♣❧❡✑✱ ❛♥ ❡①♣❧✐❝✐t ❛❞❞✐t✐♦♥ ✇❤✐❝❤ ❤❡ ❞r♦♣♣❡❞ ✐♥ t❤❡
❞❡✜♥✐t❡ ✈❡rs✐♦♥ ❢♦r ✇❤✐❝❤❡✈❡r r❡❛s♦♥✳ ✶✾■t ✐s ❛ ❢❛❝t t❤❛t ❤❡ ✇❛♥t❡❞ t♦ ❣✐✈❡ ❛ ❢♦✉♥❞❛t✐♦♥
t♦ t❤❡ ❝♦✈❡r✐♥❣ t❤♦✉❣❤t ✐♥ ❛ ✜rst st❛❣❡ ♦❢ t❤❡ ❡❧❛❜♦r❛t✐♦♥✳ ❋r♦♠ t❤❡ ❝♦♠♣♦s✐t✐♦♥❛❧ ♣♦✐♥t
♦❢ ✈✐❡✇ ✐t ✐s ❛ ♣✐t② ❤❡ ♦♠✐tt❡❞ t❤❛t ♣❤r❛s❡ ❢r♦♠ ♠❛♥✉s❝r✐♣t ✐♥ t❤❡ ❞❡✜♥✐t✐✈❡ ✈❡rs✐♦♥✳✹✻
❆❢t❡r ❛❧❧ t❤❡② ❛r❡ ♦♥❧② s❝❛r❝❡ ❡❧❡♠❡♥ts ✐♥ t❤❡ t❡①t ♠❡❛♥t ❢♦r t❤❡ ❙❛❧❡s✐❛♥s✱ ❜✉t t❤❡✐r
♣r❡s❡♥❝❡ ❞♦❡s ♠❛tt❡r ❛♥❞ ✐s ♦❢ ❝♦✉rs❡ ✐♠♣♦rt❛♥t✳
✹✳✷✳✺ ❈♦♥❝❧✉s✐♦♥
❲❤❡♥ ✇❡ ❝♦♥s✐❞❡r t❤❡ ❝♦♠♣❧❡t❡ ♣✐❝t✉r❡ ♦❢ ❡ss❡♥t✐❛❧ ❢❛❝t♦rs ❢♦r ❡❞✉❝❛t✐♦♥✱ ✐t t✉r♥s ♦✉t
t❤❛t t❤❡ ❡①t❡♥❞❡❞ ♣❛rt ♦❢ t❤❡ ♣r♦♣♦s❡❞ ❝✐r❝✉❧❛r ✐♥t❡♥❞❡❞ ❢♦r ❛❞✉❧ts ✐s s♦ r✐❝❤ t❤❛t ❇r❛✐❞♦
❝♦♥s✐❞❡r❡❞ ❉♦♥ ❇♦s❝♦✬s ❧✐tt❧❡ ❞♦❝✉♠❡♥t ✇❛s ❡✈❡♥ ❛ ✏❛ ♣❡❞❛❣♦❣✐❝❛❧ ♠❛♥✐❢❡st♦✳✑ ✹✼ ❚❤❛t ✐s ✐♥
❧✐♥❡ ✇✐t❤ t❤❡ ❛♣♣r❡❝✐❛t✐✈❡ ♥❛♠❡ ❱❛❧❡♥t✐♥✐ ❣❛✈❡ ✐t✳ ❚♦ ❤✐♠ t❤❡ ✇r✐tt❡♥ ❝♦♠♠✉♥✐❝❛t✐♦♥ t♦
t❤❡ ❙❛❧❡s✐❛♥s ❛t ❱❛❧❞♦❝❝♦ ✇❛s ✏t❤❡ ▼❛❣♥❛ ❈❛rt❛ ♦❢ t❤❡ ❙❛❧❡s✐❛♥ ❡❞✉❝❛t✐♦♥❛❧ s②st❡♠✳✑ ✹✽ ■❢
♦♥❡ t❛❦❡s ✐♥t♦ ❛❝❝♦✉♥t t❤❛t t❤❡ ❞✐s❝✉ss✐♦♥ ♦♥ ✐ts ❝♦♠♣♦s✐t✐♦♥ ❛♥❞ ♣❛rt✐❝✉❧❛r❧② t❤❡ ❝♦✈❡r❛❣❡
♦❢ t❤❡ ❞✐✛❡r❡♥t ❛s♣❡❝ts ✐♥ t❤❡ ✜rst ♣❛rt ♦❢ t❤❡ ❝♦♠❜✐♥❡❞ ♦r ✉♥✐t❡❞ ✈❡rs✐♦♥ ❤❛✈❡ s❤♦✇♥
❤♦✇ ♠❛♥②♦❢ ❉♦♥ ❇♦s❝♦✬s ❡ss❡♥t✐❛❧ t❤♦✉❣❤ts ❛♥❞ ♣♦✐♥ts ♦❢ ✈✐❡✇ ❤❛✈❡ ❜❡❡♥ ❛ss❡♠❜❧❡❞ ✐♥
t❤❛t ♣✐❡❝❡ ♦❢ ✇r✐t✐♥❣✱ t❤❡ ❛❜♦✈❡✲♠❡♥t✐♦♥❡❞ ❝❤❛r❛❝t❡r✐③❛t✐♦♥s ❝❛♥ ❝❡rt❛✐♥❧② ❜❡ ❥✉st✐✜❡❞✳
❚♦ ♣✉t ✐t ❧❡ss ❧②r✐❝❛❧❧② ✇❡ ❝❛♥ st❛t❡ t❤❛t t❤✐s ✐t❡♠ ✇❛s ❛ ❝♦♠♣❡♥❞✐✉♠ ♦❢ ❉♦♥ ❇♦s❝♦✬s
♠♦st ✐♠♣♦rt❛♥t ❛♥❞ ❝❤❛r❛❝t❡r✐st✐❝ ♣❡❞❛❣♦❣✐❝❛❧ ❜❡❧✐❡❢s✳ ❚❤❛t ✐s ✇❤② ❛ s❡r✐♦✉s ❛♥❞ ♣r♦✲
❢♦✉♥❞ ❛❝q✉❛✐♥t❛♥❝❡ ✇✐t❤ t❤✐s ✏❧✐tt❧❡ ❞♦❝✉♠❡♥t✑ ✐s st✐❧❧ ❤✐❣❤❧② ❞❡s✐r❛❜❧❡✳
✹✹❖❊ ❳❳❳❱■ ❬✷✼✵✲✷✼✶❪✳ ❈❢✳ ❛❧s♦ ❢♦♦t♥♦t❡ ✷✺✹ ✐♥ ❝❤❛♣t❡r ✸ ❛♥❞ ✶✷✵ ✐♥ ❝❤❛♣t❡r ✺ ✭✐♥ t❤❡ s❡❝♦♥❞ ✈♦❧✉♠❡✮✳
❚❤❡s❡ ❝♦♥❝❧✉s✐♦♥s ✇❡r❡ ♣✉❜❧✐s❤❡❞ ✐♥ ✶✽✽✻✳ ❙♦✱ t❤❡r❡ ♠❛② ❤❛✈❡ ❜❡❡♥ ✐♥✢✉❡♥❝❡❞ ❜② t❤❡ ✉♥✐t❡❞ ✈❡rs✐♦♥
✭❞♦❝✉♠❡♥t ✮ ❛s ❢❛r ❛s t❤❡ ✇♦r❞✐♥❣ ♦❢ t❤❛t ❝♦♥❝❧✉s✐♦♥ ✐s ❝♦♥❝❡r♥❡❞✳
✹✺Pr♦❜❛❜❧② ❛❧s♦ ❏♦❤♥✱ ✶✺✱✶✸❀ ▼❛t❤✳ ✺✱ ✾✲✶✸ ❛♥❞ ✶✶✱✷✾❀ ▲✉❦❡✱ ✶✾✱✶✲✶✶✳
✹✻■t ❞♦❡s ♥♦t ❝❛✉s❡ ❛♥② s✉r♣r✐s❡ ❝♦♥s❡q✉❡♥t❧② t❤❛t P✳ ❙t❡❧❧❛ ❤❛s ♥♦t t❛❦❡♥ ✉♣ t❤✐s r❡❢❡r❡♥❝❡ ✐♥t♦ t❤❡
♣❛r❛❣r❛♣❤ ♦♥ ✏❘❡❧✐❣✐♦✉s ❊❧❡♠❡♥ts ✐♥ ❉♦♥ ❇♦s❝♦✬s ❊❞✉❝❛t✐♦♥❛❧ ❙②st❡♠✑✳ ❙❚❊▲▲❆✱ P✳✱ ❉♦♥ ❇♦s❝♦
♥❡❧❧❛ st♦r✐❛✳ ✳ ✳ ■■✱ ♣✳ ✹✻✾✳
✹✼❇❘❆■❉❖✱ P✳✱ ✶✵ ▼❛❣❣✐♦ ✶✽✽✹✱ ♣✳ ✺✹✺✳
✹✽❱❆▲❊◆❚■◆■✱ ❊✳✱ ▲❛ ♣❡❞❛❣♦❣✐❛ ♠❛r✐❛♥❛✳✳✳✱ ♣✳ ✶✸✼✳
✶✽✹

19.5 Page 185

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■♥❞❡①
❛❞✈✐❝❡✱ ✼✱ ✶✺✱ ✷✺✱ ✻✼✱ ✽✹✱ ✾✸✱ ✾✽✱ ✶✵✸✱ ✶✵✽✱
✶✵✾✱ ✶✶✸✱ ✶✶✼✱ ✶✶✽✱ ✶✷✽✱ ✶✸✵✱ ✶✸✶✱
✶✹✷✱ ✶✺✽✱ ✶✻✹✱ ✶✼✼✱ ✶✼✽
❛✛❛❜✐❧✐t②✱ ✶✻✱ ✷✺✱ ✻✷✱ ✼✸✱ ✾✻✱ ✶✵✹✱ ✶✷✾✱
✶✸✵✱ ✶✸✷✕✶✸✺✱ ✶✺✸✱ ✶✻✵✱ ✶✼✽
❛✛❡❝t✐♦♥✱ ✹✻✕✹✽✱ ✺✷✱ ✼✹✕✼✽✱ ✽✾✱ ✾✵✱ ✾✸✱
✶✵✵✕✶✵✷✱ ✶✵✻✱ ✶✵✾✱ ✶✶✶✱ ✶✶✷✱ ✶✶✹✱
✶✶✻✱ ✶✶✾✱ ✶✷✵✱ ✶✷✷✱ ✶✷✸✱ ✶✷✻✱ ✶✸✷✕
✶✸✻✱ ✶✸✽✕✶✹✷✱ ✶✹✹✕✶✹✽✱ ✶✺✵✱ ✶✺✻✱
✶✻✶✱ ✶✼✺✱ ✶✼✼✕✶✽✷
❛♠✐❛❜❧❡✱ ✶✼✱ ✶✸✶✱ ✶✸✺✱ ✶✼✷
❛♠✐❞st✱ ✾✽✱ ✾✾✱ ✶✵✸✱ ✶✵✺✱ ✶✶✼✱ ✶✸✻✱ ✶✺✸✱
✶✼✶✱ ✶✼✺
❛♠♦r❡✱ ✹✼✱ ✹✽✱ ✼✹✱ ✼✻✱ ✽✾✱ ✾✷✱ ✾✼✱ ✶✵✵✱
✶✵✷✱ ✶✵✻✱ ✶✶✶✱ ✶✷✾✱ ✶✸✷✱ ✶✸✸✱ ✶✸✾✱
✶✹✻✱ ✶✺✺✱ ✶✺✽✱ ✶✺✾✱ ✶✼✹✱ ✶✼✺✱ ✶✼✼✕
✶✽✵
❛ss✐st❛♥❝❡✱ ✷✻✱ ✷✼✱ ✹✸✱ ✹✼✱ ✼✵✱ ✼✶✱ ✾✺✱ ✾✻✱
✾✽✱ ✶✹✺✱ ✶✼✵✱ ✶✼✸
❛tt✐t✉❞❡✱ ✶✺✱ ✶✻✱ ✷✵✱ ✷✸✱ ✻✵✱ ✼✸✱ ✽✸✱ ✾✾✱
✶✵✽✱ ✶✶✼✱ ✶✷✾✕✶✸✶✱ ✶✸✹✱ ✶✸✼✱ ✶✹✷✱
✶✹✸✱ ✶✺✺✱ ✶✻✵✱ ✶✻✼✱ ✶✼✻✱ ✶✽✷
❛✉t❤♦r✐t②✱ ✷✷✱ ✸✸✱ ✹✵✱ ✻✶✱ ✽✵✱ ✶✵✽✱ ✶✶✵✕
✶✶✹✱ ✶✷✵✱ ✶✸✵✱ ✶✸✽✱ ✶✹✷✱ ✶✹✽✱ ✶✼✷✱
✶✼✼✱ ✶✽✷
❜❛❞ ❝♦♠♣❛♥✐♦♥s✱ ✽✸✱ ✽✹
❜❡❤❛✈✐♦✉r✱ ✶✸✱ ✷✷✱ ✸✷✱ ✹✸✱ ✹✼✱ ✻✶✱ ✼✺✱ ✼✼✱
✼✾✱ ✽✵✱ ✽✷✱ ✽✺✱ ✽✼✱ ✽✽✱ ✾✷✱ ✾✺✱
✾✼✱ ✶✵✼✱ ✶✷✵✱ ✶✷✷✱ ✶✷✾✱ ✶✸✶✱ ✶✸✻✱
✶✹✷✱ ✶✹✺✱ ✶✹✻✱ ✶✻✷✱ ✶✼✸
❜r♦t❤❡r✱ ✹✽✱ ✻✵✱ ✻✻✱ ✼✺✱ ✼✽✱ ✶✵✽✱ ✶✶✻✕✶✶✾✱
✶✷✶✱ ✶✸✽✱ ✶✹✸✱ ✶✺✸✱ ✶✼✶✱ ✶✼✷✱ ✶✼✼✱
✶✼✾
❝❛r✐tà✱ ✶✽✱ ✷✺✱ ✼✻✱ ✶✵✹✱ ✶✵✺✱ ✶✷✷✱ ✶✷✾✱ ✶✸✸✱
✶✺✾✱ ✶✼✸✱ ✶✽✵
❝❤❛r✐t②✱ ✶✻✱ ✸✸✱ ✻✷✱ ✼✽✱ ✾✶✱ ✶✵✹✱ ✶✶✼✱ ✶✷✵✱
✶✷✷✱ ✶✷✾✱ ✶✸✸✱ ✶✹✺✱ ✶✺✹✱ ✶✺✾✱ ✶✼✸✱
✶✼✽✕✶✽✵✱ ✶✽✸
❈❤r✐st✐❛♥ ❧♦✈❡✱ ✶✻✕✶✽✱ ✷✵✱ ✷✺✱ ✸✸✱ ✼✻✱ ✶✵✺✱
✶✵✻✱ ✶✷✵✱ ✶✷✾✱ ✶✸✸✱ ✶✹✷✱ ✶✹✻✱ ✶✺✾✱
✶✼✸✱ ✶✽✸✱ ✶✽✹
❝✐r❝✉❧❛r✱ ✼✱ ✶✵✱ ✶✶✱ ✸✷✱ ✸✺✱ ✸✻✱ ✹✺✱ ✺✶✱ ✺✷✱
✺✻✱ ✺✾✱ ✻✸✱ ✻✹✱ ✽✸✱ ✾✾✱ ✶✵✷✱ ✶✵✸✱
✶✵✾✱ ✶✸✸✱ ✶✺✺✱ ✶✻✸✱ ✶✻✽✱ ✶✻✾✱ ✶✼✸✱
✶✼✹✱ ✶✼✻✱ ✶✼✽✱ ✶✽✷✱ ✶✽✹
❝❧❡r✐❝✱ ✼✶✱ ✽✹✱ ✶✶✸✱ ✶✼✷
❝♦♥❞✉❝t✱ ✶✸✱ ✹✾✱ ✽✹✱ ✽✺✱ ✶✷✽✱ ✶✸✻✱ ✶✸✽✱
✶✸✾✱ ✶✹✶✱ ✶✺✸✕✶✺✺✱ ✶✻✶✱ ✶✻✸✱ ✶✼✺✱
✶✽✶✱ ✶✽✷
❝♦♥❢❡ss✐♦♥✱ ✼✻✱ ✼✼✱ ✽✻✱ ✶✷✺✱ ✶✸✵✱ ✶✸✾
❝♦♥✜❞❡♥❝❡✱ ✸✺✱ ✹✻✱ ✹✽✱ ✼✸✱ ✼✹✱ ✼✻✱ ✼✼✱ ✼✾✱
✾✸✱ ✾✼✱ ✶✵✼✱ ✶✷✵✱ ✶✷✸✱ ✶✷✹✱ ✶✷✻✱
✶✹✵✱ ✶✹✻✱ ✶✺✻✱ ✶✻✶✱ ✶✻✷✱ ✶✼✹✕✶✼✻✱
✶✽✶
❈♦♥st✐t✉t✐♦♥s✱ ✽✕✶✵✱ ✻✾✱ ✶✷✷✱ ✶✺✼
❝♦r❞✐❛❧✱ ✹✽✱ ✼✸✱ ✶✷✸✱ ✶✷✹✱ ✶✺✵✱ ✶✻✵✱ ✶✼✺✱
✶✼✼✱ ✶✼✾
❝♦rr❡❝t✐♦♥✱ ✻✶✱ ✶✹✷✱ ✶✻✾✱ ✶✼✸✱ ✶✼✹
❝r✐t✐❝✐s♠✱ ✶✼✱ ✹✸✱ ✹✼✱ ✽✵✱ ✽✼✱ ✽✽
❞❡❞✐❝❛t❡✱ ✺✾✱ ✶✵✹✱ ✶✸✸
❞✐❛❧♦❣✉❡✱ ✹✼✱ ✻✷✱ ✻✾✱ ✽✺✱ ✽✾✱ ✾✻✱ ✶✵✵✱ ✶✷✺✱
✶✹✵✱ ✶✹✽✱ ✶✺✶✱ ✶✺✻✱ ✶✺✽✱ ✶✻✹
❞✐r❡❝t✐✈❡s✱ ✾✱ ✶✼✱ ✷✻✱ ✷✾✱ ✸✽✱ ✶✶✼✱ ✶✷✺✱ ✶✸✵✱
✶✸✻✱ ✶✺✹✱ ✶✺✻✱ ✶✺✼✱ ✶✻✶✱ ✶✻✾
❞✐s❛♣♣♦✐♥t♠❡♥t✱ ✷✹✱ ✹✽✱ ✺✼✱ ✾✷✱ ✶✵✹
❞✐s❝✐♣❧✐♥❡✱ ✶✵✱ ✶✾✱ ✷✶✱ ✷✷✱ ✷✼✱ ✷✽✱ ✹✵✱ ✹✸✱
✽✼✱ ✾✸✱ ✶✶✸✱ ✶✷✹✱ ✶✽✶
❞✐s♦r❞❡r✱ ✷✻✱ ✹✸✱ ✶✼✸
✶✽✺

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❞r❡❛♠✱ ✻✻✱ ✻✽✱ ✻✾✱ ✼✽✱ ✶✷✺✱ ✶✺✽✱ ✶✻✺✱ ✶✻✻
❞✉t②✱ ✷✼✱ ✹✷✱ ✹✾✱ ✺✾✱ ✻✶✱ ✻✷✱ ✽✽✱ ✶✹✸✱ ✶✹✺✱
✶✹✻✱ ✶✺✹✱ ✶✺✺
❡❞✉❝❛t✐♦♥✱ ✶✵✱ ✶✸✱ ✶✺✱ ✷✵✱ ✷✼✱ ✷✾✱ ✸✶✱ ✹✾✱
✼✵✱ ✼✹✱ ✽✶✱ ✽✼✱ ✾✹✱ ✾✼✱ ✶✵✶✱ ✶✵✷✱
✶✵✺✱ ✶✶✵✕✶✶✸✱ ✶✶✼✱ ✶✶✾✱ ✶✷✽✱ ✶✸✹✱
✶✺✷✱ ✶✺✽✱ ✶✻✵✱ ✶✼✵✱ ✶✼✶✱ ✶✼✸✱ ✶✼✹✱
✶✼✻✱ ✶✼✽✱ ✶✼✾✱ ✶✽✹
❡♥❝♦✉r❛❣❡♠❡♥t✱ ✶✻✷✱ ✶✼✹
❡st❡❡♠✱ ✶✵✶✱ ✶✶✶✱ ✶✹✻✱ ✶✼✽
❡t❡r♥✐t②✱ ✺✺
❡①❛♠♣❧❡✱ ✶✽✱ ✷✸✱ ✷✻✱ ✸✺✱ ✽✹✱ ✾✽✱ ✶✵✷✱ ✶✶✻✱
✶✷✵✱ ✶✸✹✱ ✶✸✺✱ ✶✸✽✱ ✶✹✶✱ ✶✺✷✱ ✶✺✹✱
✶✼✼✱ ✶✽✷
❡①♣✉❧s✐♦♥✱ ✶✾✱ ✶✺✺✱ ✶✻✶
❢❛✐t❤✱ ✶✸✽
❢❛♠✐❧✐❛r✐t②✱ ✹✻✱ ✹✽✱ ✹✾✱ ✺✷✱ ✼✹✕✼✻✱ ✼✾✱ ✾✾✱
✶✵✻✱ ✶✷✺✕✶✷✼✱ ✶✸✵✕✶✸✷✱ ✶✸✹✕✶✸✽✱
✶✹✵✱ ✶✹✶✱ ✶✹✼✱ ✶✹✾✱ ✶✺✺✱ ✶✺✻✱ ✶✺✽✕
✶✻✷✱ ✶✼✹✕✶✼✼✱ ✶✽✶
❢❛t❤❡r✱ ✶✵✱ ✷✼✱ ✷✽✱ ✹✷✱ ✹✽✱ ✺✷✱ ✺✾✕✻✶✱ ✼✼✱
✼✽✱ ✶✵✽✱ ✶✶✷✱ ✶✶✺✕✶✶✾✱ ✶✷✷✱ ✶✸✶✱
✶✸✾✱ ✶✹✽✱ ✶✼✶✱ ✶✼✷
❢❛t✐❣✉❡✱ ✶✵✺✱ ✶✵✻✱ ✶✹✺✱ ✶✽✷
❢❡❛r✱ ✸✷✱ ✸✽✱ ✻✵✱ ✼✹✱ ✼✼✱ ✼✽✱ ✾✾✱ ✶✵✾✕✶✶✹✱
✶✹✺
❡❛r✱ ✶✶✺
❢❡✈❡r✱ ✺✽✱ ✻✹✱ ✶✻✺
❢♦r♠❛t✐♦♥✱ ✾✱ ✼✻
❢♦✉❧ ❝♦♥✈❡rs❛t✐♦♥✱ ✶✵✱ ✽✽
❢r✐❡♥❞✱ ✷✼✱ ✷✽✱ ✹✽✱ ✻✵✱ ✻✷✱ ✶✵✾✱ ✶✶✺✕✶✶✽✱
✶✷✵✱ ✶✹✽✱ ✶✺✸✱ ✶✻✼✱ ✶✼✷
●❡♥❡r❛❧ ❈❤❛♣t❡r✱ ✶✸✱ ✶✻✱ ✶✾✱ ✷✹✱ ✸✹✱ ✸✾✱
✺✷✱ ✻✷✱ ✻✽✱ ✽✸✱ ✾✻✱ ✶✵✹✱ ✶✷✷✱ ✶✹✶✱
✶✹✹✱ ✶✹✻✱ ✶✹✾✱ ✶✺✶✱ ✶✺✺✕✶✺✼✱ ✶✼✸✱
✶✼✺✱ ✶✼✻
❣❡♥t❧❡✱ ✷✷✱ ✷✸✱ ✶✷✵✱ ✶✷✾✱ ✶✸✶✱ ✶✸✷✱ ✶✸✹
❣♦♦❞ ♥✐❣❤t✱ ✾✱ ✺✹✱ ✻✸✱ ✻✽✱ ✼✷✱ ✽✶✱ ✽✹✱ ✾✻✱
✶✵✾✱ ✶✶✹✱ ✶✶✻✱ ✶✷✵✱ ✶✹✸
❣r❛t✐t✉❞❡✱ ✶✵✱ ✶✸✸
❣r✉♠❜❧✐♥❣✱ ✹✸✱ ✹✼✱ ✽✼
❤❡❛❧t❤✱ ✸✼✱ ✹✶✱ ✺✻✱ ✺✽✱ ✺✾✱ ✽✼✱ ✶✵✸✱ ✶✻✻
❤❡❛rt✱ ✶✵✱ ✷✼✱ ✹✾✱ ✺✹✱ ✺✻✱ ✻✶✱ ✼✵✱ ✼✷✱ ✼✼✱
✼✾✱ ✽✹✱ ✽✺✱ ✽✽✱ ✾✵✱ ✾✼✱ ✶✵✵✕✶✵✷✱
✶✶✼✱ ✶✷✶✱ ✶✷✹✱ ✶✷✾✱ ✶✸✵✱ ✶✸✷✱ ✶✸✾✱
✶✹✹✱ ✶✺✸✱ ✶✺✼✱ ✶✼✷✱ ✶✼✺✱ ✶✼✾
✐♠♠♦r❛❧✱ ✶✺✹
✐♥✜r♠✐t✐❡s✱ ✶✻✹
✐♥✢✉❡♥❝❡✱ ✶✹✶✕✶✹✸✱ ✶✼✺✱ ✶✼✾
✐♥❢♦r♠❛❧✱ ✼✵✱ ✼✺✱ ✼✻✱ ✽✺✱ ✾✹✱ ✾✾✱ ✶✵✵✱ ✶✶✸✱
✶✷✶✱ ✶✺✵✱ ✶✺✻✱ ✶✻✸✱ ✶✼✶✱ ✶✼✼
■♥❣r❛t✐t✉❞❡✱ ✹✼
✐♥❣r❛t✐t✉❞❡✱ ✽✼✱ ✶✸✻✱ ✶✹✶✱ ✶✽✷
✐♥s❡rt✐♦♥✱ ✼✱ ✹✽✱ ✼✸✱ ✽✾✱ ✶✵✵✱ ✶✵✼✱ ✶✷✺✱
✶✷✻✱ ✶✸✽✱ ✶✹✻✱ ✶✼✶
❥❡❛❧♦✉s✱ ✻✷
❥❡❛❧♦✉s②✱ ✹✷✱ ✹✾✱ ✶✹✸✱ ✶✺✷✱ ✶✼✹
❏♦✉r♥❛❧✱ ✺✻
❥♦✉r♥❛❧✱ ✼✶
❥♦✈✐❛❧✱ ✶✽✱ ✸✼✱ ✺✷✱ ✻✷✱ ✻✾✱ ✼✻✱ ✶✷✵✱ ✶✷✷✱
✶✷✽✱ ✶✸✵✱ ✶✸✶✱ ✶✸✾✱ ✶✹✼✱ ✶✹✽✱ ✶✺✵✱
✶✺✺
❥♦✈✐❛❧✐t②✱ ✶✻✵✱ ✶✻✷
❥♦②✱ ✷✷✱ ✹✷✱ ✹✼✱ ✼✷✱ ✽✷✱ ✶✵✸✱ ✶✷✺✱ ✶✻✷✱ ✶✻✸✱
✶✼✶
❦❡②✱ ✷✶✱ ✸✻✱ ✹✽✱ ✾✼✱ ✶✷✻✱ ✶✼✽
❦✐♥❞♥❡ss✱ ✶✻✱ ✶✼✱ ✷✺✱ ✻✷✱ ✼✸✱ ✾✻✱ ✶✵✵✱ ✶✵✹✱
✶✵✻✱ ✶✷✾✱ ✶✸✵✱ ✶✸✸✱ ✶✸✺✱ ✶✸✾✱ ✶✺✾✱
✶✻✵✱ ✶✻✷✱ ✶✻✼✱ ✶✼✸✱ ✶✼✽
❦✐♥❞♥❡ss✱ ✼✻
❧❡❣s✱ ✺✽✱ ✶✻✹
❧❡tt❡r✱ ✼✱ ✾✕✶✶✱ ✶✹✱ ✶✼✱ ✷✵✱ ✸✵✕✸✷✱ ✸✺✱
✸✼✱ ✹✶✕✹✸✱ ✹✺✱ ✺✶✕✺✻✱ ✺✽✱ ✻✵✱ ✻✶✱
✻✹✱ ✻✼✱ ✼✸✱ ✼✼✱ ✽✺✱ ✶✵✵✱ ✶✵✷✱ ✶✵✼✱
✶✵✾✱ ✶✶✸✱ ✶✶✺✱ ✶✷✸✱ ✶✸✼✱ ✶✼✹✱ ✶✼✾✱
✶✽✶
❧✐st❧❡ss✱ ✹✶✱ ✹✹✱ ✹✼✱ ✽✵✱ ✽✺✱ ✽✻✱ ✾✹✱ ✾✼✱ ✶✹✺✱
✶✹✾✱ ✶✻✹
❧♦✈❡✱ ✶✵✱ ✶✻✱ ✶✼✱ ✺✾✱ ✻✵✱ ✼✹✱ ✼✻✕✼✽✱ ✽✾✱
✾✵✱ ✾✷✱ ✾✸✱ ✾✼✱ ✶✵✵✕✶✵✷✱ ✶✵✺✱ ✶✵✽✱
✶✶✷✕✶✶✹✱ ✶✶✻✱ ✶✶✾✱ ✶✷✷✱ ✶✷✹✱ ✶✷✻✱
✶✷✾✱ ✶✸✷✱ ✶✸✸✱ ✶✸✾✱ ✶✹✵✱ ✶✹✺✱ ✶✹✼✱
✶✽✻

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✶✺✺✱ ✶✺✽✱ ✶✼✷✱ ✶✼✸✱ ✶✼✺✱ ✶✼✼✱ ✶✼✾✱
✶✽✵✱ ✶✽✷
❧♦✈❡✱ ✸✷✱ ✸✸✱ ✹✼✱ ✺✻✱ ✺✾
▼❛❣♥❛ ❈❛rt❛✱ ✶✺✽✱ ✶✼✹✱ ✶✽✹
▼❛r②✱ ✶✺✱ ✹✵✱ ✹✶✱ ✶✷✽✱ ✶✻✷✱ ✶✻✼
♠❡❧❛♥❝❤♦❧②✱ ✹✶✱ ✹✷✱ ✻✼✱ ✽✶✱ ✶✻✷
♠❡t❤♦❞✱ ✸✺✱ ✸✽✱ ✸✾✱ ✹✺✱ ✼✶✱ ✼✺✱ ✾✼✱ ✶✻✾✱
✶✼✵✱ ✶✼✷
♠✐str✉st✱ ✶✷✸✱ ✶✸✼
♠♦❞❡❧✱ ✶✽✱ ✼✷✱ ✶✸✻✱ ✶✸✽✱ ✶✹✶✱ ✶✹✻✱ ✶✺✷✱
✶✼✹✱ ✶✽✷
♠♦r❛❧✐t②✱ ✷✽✱ ✸✹✱ ✽✸✱ ✽✹✱ ✶✹✹✱ ✶✺✺✱ ✶✼✹
♥❛♠❡✲❞❛②✱ ✶✶✸
♦❜❡❞✐❡♥❝❡✱ ✸✷✱ ✹✽✱ ✼✽✱ ✶✵✼✱ ✶✵✾✱ ✶✶✶✱ ✶✷✷✱
✶✷✹✱ ✶✻✷✱ ✶✼✷✱ ✶✼✾
♦❜s❡r✈❛♥❝❡✱ ✹✾✱ ✶✹✽✱ ✶✺✻✱ ✶✼✸
❖r❛t♦r②✱ ✼✱ ✶✶✱ ✶✸✕✶✺✱ ✶✼✱ ✷✷✱ ✷✹✱ ✸✵✱ ✸✶✱
✸✹✱ ✸✽✕✹✵✱ ✹✷✱ ✹✻✱ ✺✶✱ ✺✹✱ ✻✻✱ ✻✽✱
✼✵✱ ✼✷✱ ✽✵✱ ✽✼✱ ✾✼✱ ✾✽✱ ✶✵✼✱ ✶✶✺✱
✶✷✺✱ ✶✹✺✱ ✶✹✼✱ ✶✻✷✱ ✶✼✸
♦r❞❡r✱ ✶✺✱ ✶✾✱ ✷✶✱ ✷✺✱ ✷✼✱ ✸✻✱ ✹✵
♣❛st ♣✉♣✐❧✱ ✻✵✱ ✻✾✱ ✼✺✱ ✼✾✱ ✽✵✱ ✾✹✱ ✶✶✺✱
✶✷✻✱ ✶✸✾✱ ✶✹✽✱ ✶✻✼✱ ✶✼✺
♣❛t✐❡♥❝❡✱ ✶✽✱ ✷✺✱ ✺✽✱ ✾✹✱ ✶✸✼✱ ✶✼✽
♣❡❛❝❡✱ ✶✽✱ ✹✵✱ ✶✷✺✱ ✶✺✾✱ ✶✻✷✱ ✶✼✶
♣❡❞❛❣♦❣②✱ ✷✾✱ ✶✻✸✱ ✶✼✵✱ ✶✽✵
♣❡rs♦♥♥❡❧✱ ✶✸✱ ✶✹✱ ✶✾✱ ✷✶✱ ✸✽✱ ✸✾✱ ✽✸✱ ✶✷✼✱
✶✻✵
♣r❛②❡r✱ ✾✱ ✷✶✱ ✹✻✱ ✻✹✱ ✻✺✱ ✽✼✱ ✶✺✷
♣r❡❛❝❤✐♥❣✱ ✶✸✾✱ ✶✼✾
♣r❡s❡♥❝❡✱ ✷✻✱ ✷✼✱ ✹✸✱ ✹✼✱ ✻✷✱ ✾✺✱ ✾✻✱ ✾✽✱
✶✵✵✱ ✶✵✷✱ ✶✵✺✱ ✶✸✶✱ ✶✹✶✱ ✶✻✷✱ ✶✼✸✱
✶✼✼
Pr❡✈❡♥t✐✈❡ ❙②st❡♠✱ ✶✶✱ ✶✸✱ ✶✾✱ ✷✵✱ ✷✻✱ ✷✾✱
✸✶✱ ✸✷✱ ✸✹✕✸✼✱ ✹✾✱ ✼✷✱ ✾✻✱ ✶✵✶✱
✶✶✸✱ ✶✹✼✱ ✶✹✽✱ ✶✺✶✱ ✶✺✾✱ ✶✼✵✱ ✶✼✶✱
✶✼✸✱ ✶✽✵
Pr❡✈❡♥t✐✈❡ ❙②st❡♠✱ ✶✵✺✱ ✶✺✵✱ ✶✺✶
♣✉♥✐s❤♠❡♥t✱ ✶✶✱ ✷✵✱ ✷✾✱ ✸✹✱ ✸✻✱ ✺✻✱ ✶✶✷✱
✶✹✷✱ ✶✺✺✱ ✶✽✷
r❡❝r❡❛t✐♦♥✱ ✷✻✱ ✹✻✱ ✹✼✱ ✻✽✕✼✸✱ ✼✾✱ ✽✵✱ ✽✺✱
✾✹✱ ✾✼✕✾✾✱ ✶✵✼✱ ✶✷✸✱ ✶✷✻✱ ✶✸✻✱
✶✸✾✱ ✶✹✺✱ ✶✺✺✱ ✶✻✶✱ ✶✻✼✱ ✶✼✵✱ ✶✼✶✱
✶✼✻✱ ✶✼✾
❘❡❣✉❧❛t✐♦♥s✱ ✶✸✱ ✶✻✱ ✶✾✱ ✸✶✱ ✸✹✱ ✸✺✱ ✸✼✱
✹✸✱ ✽✾✱ ✶✶✼✱ ✶✺✸✱ ✶✺✺✱ ✶✺✼✱ ✶✺✽
r❡❣✉❧❛t✐♦♥s✱ ✶✹✾✱ ✶✺✻
r❡♣r❡ss✐✈❡ s②st❡♠✱ ✾✻✱ ✶✵✽✱ ✶✸✶✱ ✶✹✼✕✶✹✾
r❡♣✉t❛t✐♦♥✱ ✶✹✹
r❡s♣❡❝t✱ ✶✻✱ ✷✽✱ ✸✷✱ ✸✹✱ ✹✾✱ ✺✼✱ ✼✽✱ ✶✵✾✱
✶✶✵✱ ✶✶✷✱ ✶✶✸✱ ✶✹✺✱ ✶✼✷✱ ✶✼✽
❘✉❧❡✱ ✷✵✱ ✸✸✱ ✸✻✱ ✺✺✱ ✼✼✱ ✼✽✱ ✾✷✱ ✾✻✱ ✶✶✼✱
✶✹✷✱ ✶✹✹✱ ✶✹✻✱ ✶✺✶✱ ✶✺✸✱ ✶✺✺✱ ✶✺✼
r✉❧❡✱ ✶✸✱ ✷✹✱ ✷✼✱ ✹✾✱ ✺✼✱ ✶✹✼✕✶✹✾✱ ✶✺✻
s❛❝r❛♠❡♥ts✱ ✹✼✱ ✽✻
❙❛❧❡s✐❛♥✱ ✼✱ ✶✶✱ ✷✶✱ ✷✻✱ ✷✾✱ ✸✹✱ ✸✺✱ ✸✾✱ ✺✷✱
✺✸✱ ✾✵✱ ✶✶✸✱ ✶✺✵✱ ✶✻✵✱ ✶✽✸
s✐❝❦♥❡ss✱ ✶✸✺
s♣✐r✐t✱ ✶✺✕✶✼✱ ✶✾✕✷✶✱ ✷✸✱ ✷✺✱ ✷✾✱ ✸✸✱ ✹✸✱
✹✽✱ ✻✷✱ ✻✼✱ ✾✻✱ ✶✵✹✱ ✶✵✻✱ ✶✶✶✱
✶✷✸✱ ✶✸✶✱ ✶✸✸✱ ✶✸✻✱ ✶✸✽✱ ✶✹✷✱ ✶✹✸✱
✶✹✻✱ ✶✼✵✱ ✶✼✶
str❡♥♥❛✱ ✶✻✵
s✉♣❡r✐♦r✱ ✶✻✱ ✷✹✱ ✷✼✱ ✸✵✱ ✹✷✱ ✹✸✱ ✹✽✱ ✹✾✱
✻✶✱ ✻✷✱ ✻✼✱ ✻✽✱ ✾✶✱ ✾✻✱ ✾✼✱ ✶✵✽✱
✶✶✻✕✶✶✽✱ ✶✸✵✱ ✶✸✶✱ ✶✸✽✱ ✶✸✾✱ ✶✹✸✱
✶✺✵✱ ✶✺✶✱ ✶✺✸✱ ✶✼✶✕✶✼✸✱ ✶✼✺
❙✉♣❡r✐♦r ❈❤❛♣t❡r✱ ✶✹✱ ✸✽✱ ✹✶✱ ✺✼✱ ✶✻✻
t❡❛❝❤❡r✱ ✾✱ ✶✵✱ ✶✸✱ ✶✺✕✶✼✱ ✷✵✱ ✷✻✱ ✷✽✱ ✸✷✱
✸✹✱ ✸✼✕✸✾✱ ✹✶✱ ✹✸✱ ✹✻✱ ✺✾✱ ✻✸✱ ✽✸✱
✾✸✱ ✶✵✹✱ ✶✵✼✱ ✶✶✶✕✶✶✹✱ ✶✶✾✱ ✶✷✶✱
✶✷✻✱ ✶✷✼✱ ✶✸✼✱ ✶✸✽✱ ✶✹✶✱ ✶✹✹✱ ✶✹✾✱
✶✺✶✱ ✶✻✵✱ ✶✼✶✱ ✶✼✷✱ ✶✼✹✱ ✶✼✽✱ ✶✽✶
tr✉st✱ ✸✹✱ ✸✼✱ ✹✻✱ ✹✽✱ ✻✷✱ ✼✸✱ ✼✹✱ ✼✻✱ ✼✼✱
✼✾✱ ✾✸✱ ✾✼✱ ✾✾✱ ✶✵✷✱ ✶✵✼✱ ✶✶✹✱
✶✷✹✱ ✶✷✻✱ ✶✸✵✱ ✶✸✹✱ ✶✹✵✱ ✶✹✷✱ ✶✺✻✱
✶✺✽✱ ✶✻✵✱ ✶✻✶✱ ✶✼✹✱ ✶✼✺
✉♥✐t②✱ ✷✸✱ ✷✹✱ ✷✼✱ ✸✾✱ ✹✸✱ ✹✽✱ ✶✷✸✱ ✶✹✸✱
✶✺✼✱ ✶✼✺
✉♥✐t②✱ ✶✷✶
✈✐rt✉❡✱ ✶✼✱ ✼✽✱ ✶✸✸
✶✽✼

19.8 Page 188

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✈♦❝❛t✐♦♥✱ ✶✼✱ ✶✽✱ ✷✺✱ ✸✹✱ ✹✹✱ ✹✼✱ ✽✹✱ ✽✼✱
✾✾✱ ✶✸✵✱ ✶✺✺✱ ✶✼✼
✇❛t❝❤❢✉❧✱ ✸✼✱ ✹✾✱ ✶✹✽
✇♦r❞ ✐♥ t❤❡ ❡❛r✱ ✹✽✱ ✾✾✱ ✶✵✵✱ ✶✸✾✱ ✶✼✶
②♦✉♥❣st❡r✱ ✶✶✾
✶✽✽

19.9 Page 189

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The
MAGNA CARTA
of
the Salesian Educational System
Sussidio or Auxiliary Booklet
by
Jos and Rik Biesmans, SDB

19.10 Page 190

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AUXILIARY BOOKLET
To facilitate use of the various texts in the editing process of the so-called “long letter” of 10 May
1884 - which might also be called the combined edition - we have prepared an auxiliary booklet
with six parallel columns. For five of the six columns we have followed the lettering introduced by
Pietro Braido in his critical edition of these manuscripts (BRAIDO, P., La lettera di don Bosco da
Roma del 10 maggio 1884, Roma, LAS, 1984.)
For the first column only (which refers to manuscript A, with ideas Don Bosco suggested to Fr
Lemoyne in view of drawing up a letter to send to the boys at Valdocco in May 1884) we have not
followed the original order of ideas Don Bosco suggested. Since the editorial stages that followed
did not respect this original order, we have preferred to locate the individual suggestions of Don
Bosco's according to their corresponding use in the different editions.
The second column transcribes manuscript B. It would seem to contain a first elaboration of
something written as a dialogue between two anonymous interlocutors. This item bears no
relationship with the suggestions in manuscript A. It is not even certain that the contents of
manuscript B come from what Don Bosco himself had proposed, nor is it clear that Don Bosco had
ever given suggestions in view of writing a circular.
The third column contains manuscript C: it is the almost definitive edition developing manuscript B
and introducing certain elements of the narrated 'dream', for example two guides (Valfrè and
Buzzetti) who are conversing with Don Bosco.
The fourth column contains manuscript D: the text is a combination of manuscript C (reviewed and
amplified) with the letter eventually sent to the boys at Valdocco or, manuscript K.
Pagina 1

20 Pages 191-200

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20.1 Page 191

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The fifth column contains manuscript K. For all practical purposes it is the letter Don Bosco wanted
and is addressed to the young people at Valdocco. It was sent from Rome on 10 May 1884. Fr Rua
read it out publicly at a Good Night with the boys and their superiors present.
N.B. From a chronological point of view it would have been more correct to locate manuscript K in
the fourth column. We have not done so, since a notable number of identical lines and sentences
in manuscript K, C and D would not have contributed to greater clarity.
In the final column we have included certain fragments from two Good Nights (30 April and 1 May
1868 respectively (MB volume IX, pp. 157-164; EMB IX, pp. 77-84) where Don Bosco develops the
topic of “una vite” (a grapevine). This account is like a blueprint for manuscripts K, C and D.
When correspondence between various manuscripts concerns only one or two identical words, we
have decided it is not worth highlighting them. Those words however can be found in each column.
Sometimes the difference comes down simply to one of punctuation. Sometimes the punctuation
looks a bit odd. This is due to the fact that we tried to respect the original punctuation of the texts
as much as possible.
To facilitate research into lines published by P. Braido in his work and Fr Ceria in volume IX of the
Memorie biografiche respectively, we have regularly shown the same page or pages in the
different columns [between square brackets] in volume 1 of our study.
Jos Biesmans, sdb and Rik Biesmans, sdb
January, 2008.
Pagina 2

20.2 Page 192

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1 MS A
2 MS B
3 MS C
4MS D
5 MS K
6 Sogno- storia del 1868
(47) Lettera alla commu-nità (41) Lettera ai giovani dell' MB IX, pp. 155-164.
dell'Oratorio di Tori-no-Oratorio di Torino-Valdocco
Valdocco
Roma 10 Maggio 1884
Miei carissimi Figliuoli in Gesù
C.
Cristo.
Vicino o lontano io penso sempre a voi. Un solo è il mio
desiderio; quello di vedervi felici nel tempo e nell' eternità.
Questo pensiero, questo desiderio mi risolsero a scrivervi
questa lettera. Sento, o cari miei, il peso della mia
lontananza da voi e il non vedervi e il non sentirvi mi
cagiona pena quale voi non potete imaginare. Perciò io
avrei desiderato scrivere queste righe una settimana fa, ma
le continue occupazioni me lo impedirono. Tuttavia,
benché pochi giorni manchino al mio ritorno, voglio antici-
pare la mia venuta fra voi almeno per lettera, non
Pagina 3

20.3 Page 193

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1 MS A
2 MS B
(1) Lunedì notte
3 MS C
4MS D
5 MS K
6 Sogno- storia del 1868
potendolo di persona. Sono le parole di chi vi ama
teneramente in Gesù Cristo ed ha dovere di parlarvi colla
libertà di un padre. E voi me lo
permetterete,
permetterete
non è vero?
Una di queste sere io mi
E
e
mi presterete attenzione e metterete in pratica quello che
sono per dirvi.
Ho affermato che voi siete l'unico ed il continuo pensiero
della mia mente. Or dunque in
Or bene, l’ultima notte che
una delle sere scorse io mi era ritirato in
dormii in quel collegio,
coricatomi a letto, mentre
incomminciava a
Camera,
camera
preparava per andare a
riposo e
e mentre mi disponeva per andare a
riposo
riposo,
avea incominciato a recitare le preghiere che mi insegnò la mia buona mamma.
Mentre cosi pregava eccoIn quel momento non soIn quel mentre non so beneprendere sonno, mi si pre-
assalirmi una distrazione obene se preso dal sonno ose preso dal sonno, o trattosentò alla fantasia quanto
sonno che fosse e
tratto fuor di me da unafuori di me da unasono per dire: (p. 155) …
distrazione
distrazione,
appena un lieve sopore mi
occupò
mi parve che mi si presentassero innanzi due degli antichi giovani dell'Oratorio. Uno di parvemi nella mia imma-
questi due mi si
ginazione essere qui sotto
questi portici circondato
avvicinò
avvicinò
avvicinò,
dai nostri preti, chierici,
assistenti e giovani. Mi
Pagina 4

20.4 Page 194

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1 MS A
2 MS B
(3) i giovani adesso o quelli
di una volta
3 MS C
4MS D
5 MS K
6 Sogno- storia del 1868
e mi salutò affettuosamente.e salutatomi affettuosamente mi disse:
Io lo guardava e quegli
dissemi:
sembra poi, … un po’
distante Giuseppe Buzzetti
(p. 157)
- Mi conosce D. Bosco?
- Si che ti conosco.
- Si ricorda ancora di me?
- O D. Bosco! Mi conosce? - O Don Bosco mi conosce?
- Sì che ti conosco: risposi. - Sì che ti conosco - risposi.
- E si ricorda ancora di me?
soggiunse quell' uomo.
- soggiunse.
- Di te e degli altri:
- Di te e di tutti gli altri.
1860.
Tu sei Valfrè, ed eri nell'Oratorio prima del
1870.
1870.
- Dica!
- Dica! continuò Valfrè
vuol vedere i giovani che erano nell'Oratorio ai miei tempi?
- Sì fammeli vedere: Ciò
- Sì fammeli vedere, io risposi; ciò
mi cagionerà molto piacere. E Valfrè mi mostrò i giovani tutti colle stesse sembianze
e colla statura
Ad un tratto
ed
e nell’
e nell'
età di quel tempo. Mi pareva di essere nell'
Oratorio
antico oratorio
antico Oratorio
in tempo di ricreazione. nell'ora della ricreazione. Era una scena tutta vita, tutta
Era una scena tutta di vita,
moto, tutta allegria.
l’Oratorio cambiò aspetto e
prese l’aspetto della casa
nostra come era ai
suoi primordi, quando vi
erano quasi solo i …
Mentre seduti stavamo
conversando ecco che
Pagina 5

20.5 Page 195

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1 MS A
2 MS B
(2b) In mezzo
(2) In mezzo
(17) confidenza cordiale
3 MS C
4MS D
5 MS K
6 Sogno- storia del 1868
moto, allegria. Chi corre- Chi correva, chi saltava, chi faceva saltare. Qui si … vedemmo spuntare
va, chi saltava, chi facea giuocava alla rana, là a
dalla terra una vite bel-
saltare. Qui si giuocava
lissima (p. 157)
alla rana,
la alla palla.
bararotta ed al pallone.
Tutti gli acini caddero per
terra che diventarono
In un luogo era radunato un crocchio di giovani che pendeva dal labbro di un
altrettanti giovani vispi e
allegri … saltavano,
giuocavano,
Chierico il quale narrava unprete il quale narrava una storiella. In un altro luogo ungridavano, correvano sotto
fattarello. In un' altro luogochierico che in mezzo ad altri giovanetti giuocava
quel singolare pergolato (p.
un prete in
158)
mezzo ad altri giovanetti e li
facea giuocare all'asino vola.
all'asino
all'asino
vola
vola
ed
e
Si cantava e si rideva da tutteai mestieri. Si cantava, si rideva da tutte parti e dovunque
parti e dovunque i Chierici e chierici e
i preti erano l'anima delpreti
preti,
divertimento e i giovani
intorno ad essi
e intorno ad essi
schiamazzavano
mente.
i giovani
giovani
allegra-che schiamazzavano allegramente. Si vedeva che fra
i giovani e i
giovani e
Superiori regnava la più grande
cordialità e confidenza. cordialità.
Io era incantato a questo spettacolo e Valfrè mi disse:
- Veda:
la famigliarità porta
Faceva gran piacere il ve-
derli (p. 158)
Pagina 6

20.6 Page 196

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1 MS A
2 MS B
(5) non troppa confidenza nel
confessionale
(10-11) Il loro cuore era tutto
aperto ai Superiori
(5) questi non hanno troppa
confidenza nel
confessionale
(11) ai Superiori che essi
amavano e obbedivano
(3) i giovani adesso
(2a) Visto Buzzetti.
3 MS C
4MS D
5 MS K
6 Sogno- storia del 1868
amore e l' amore produce
amore, e l'amore porta amore, e l'amore produce
confidenza.
confidenza.
confidenza in Confessione e
fuori di Confessione.
(134-137) [la famigliaritàCiò è che apre i cuori e i(65) [anticamente i cuori
porta amore e l'amore porta giovani palesano tutto sen-zaerano tutti aperti ai Su-
(135) confidenza e i giovani timore ai maestri, agliperiori],
allora tutto pale-sano senza assistenti ed ai Superiori.
timore, ai maestri agli
assistenti ai Superiori.
(39-40) [in Confessione e
Diventano schietti in
Diventanofuori di Confessione.]
confessione e fuori di schietti in confessione e fuori[(65-66) che i giovani
confessione e sono docili a di confessione e si prestanoamavano ed obbedivano
tutto ciò che loro comanda docili a tutto ció che vuol co-prontamente.]
Colui dal quale sono certi di mandare colui dal quale sono
essere amati.]
certi di essere amati.
(23) In quell'istante si av-In quell'istante si avvicinò a me l'altro mio antico allievoAllora un personaggio … voi
vicinò a me l' altro anticoche avea la barba tutta bianca e mi disse:
sapete che don Bosco ne’
allievo dell'Oratorio e mi dis-
suoi sogni ha sempre una
se:
guida, mi apparve al fianco
- D. Bosco
- Don Bosco
- D. Bosco
vuole adesso vedere co-
noscere
vuole adesso conoscere e vedere
i giovani che attualmente sono nell'Oratorio?
(Costui era Buzzetti Giu-
seppe).
[un po’ distante Giuseppe
Buzzetti]
Pagina 7

20.7 Page 197

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1 MS A
2 MS B
3 MS C
4MS D
5 MS K
6 Sogno- storia del 1868
- Si! fammeli vedere: ris-posi- Sì! risposi io; perché
Si, risposi io; poiché
io -
è già un mese che più non li
vedo!
vedo -
ed osservava anch’esso i
giovani.
Ed esso me li mostrò. Vidi E me li additò. Vidi l'Oratorio e tutti voi che facevate
l'oratorio e tutti i giovani che
ricreazione.
facevano ricreazione.
e mi additò la vite.
Erano qui tutti i giovani, che
furono, sono e sa-ranno
nell’Oratorio (p. 158)
(28) Non più cantici non piùMa non udiva più grida diMa non più udiva grida eTutta l’allegria dei giovani
grida di gioia,
gioia e cantici,
cantici,
era cessata in un istante e
succedeva un malinconico
silenzio.(p. 158)
Non più quel moto, quellanon più vedeva quel moto, quella vita come nella prima
vita come nella prima sce-na.
scena.
Si udiva qualche
Grido isolato, ma in (30)
generale si spandeva per
l'aria come un mormorio
confuso e nel viso e negli atti
dei
Negli atti e nel viso di molti
Le loro fisionomie, prima
così belle, erano diven-
[Perché tanta noia e tanta e giovani si leggeva spos-giovani si leggeva una noia,di voi si leggeva una spos-tate brute, scure… Essi
tanta svogliatezza.
satezza, noia,
una spossatezza,
satezza, una noia
passeggiavano curvi,
Vidi tanta svogliatezza]
rattrappiti nella persona e
malinconici. Nessuno par-
lava. (p. 159)
(16) diffidenza.
musorni, diffidenza.
una musoneria, una diffidenza che faceva pena al mioIo, i preti,… eravamo
cuore.
spaventati e senza parola. (p.
Non mancavano giovani iVidi è vero molti che correvano, giuocavano, si agitavano159)
quali corressero, si agitas-con beata spensieratezza, ma altri non pochi
sero, con beata spensiera-
io ne
Pagina 8

20.8 Page 198

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1 MS A
2 MS B
3 MS C
tezza, ma moltissimi ne
vedeva star
4MS D
vedeva, star
5 MS K
vedeva star
6 Sogno- storia del 1868
soli appoggiati ai pilastri,soli appoggiati ai pilastri in preda a pensieri sconfor-tanti;
molti seduti in fondo
altri
alle scale e su pei corridoi
per sfuggire
la ricreazione;
su per le scale e nei corridoisulle scale e nei corridoi
o sopra i poggiuoli dalla
parte del giardino per
sostrarsi
per sostrarsi
alla ricreazione comune alla ricreazione;
altri passeggiare (35) len- altri passeggiare lentamente in gruppi parlando sottovoce
tamente parlando sottovo-ce fra di loro dando attorno occhiate sospettose e
fra di loro e dando oc-chiatte
maligne:
sospettose o ma-ligne
attorno;
talora sorridere ma con un
sorriso accompagnato da
occhiate da far non so-
lamente sospettare, ma
credere che San Luigi
avrebbe arrossito se si fos-se
trovato in compagnia di
costoro;
molti giuocare bensì ma coneziandio fra coloro che giuocavano ve ne erano alcuni così
una svogliatezza
svogliati,
che faceano vedere chia-che facean vedere chia-
ramente
ramente,
Pagina 9

20.9 Page 199

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1 MS A
2 MS B
(2b) domandai
Ma ti (2) sembravano più
buoni i giovani adesso o
quelli di una volta
(4) Mi rispose –
(8) Il numero dei giovani
buoni è grande
.
(9-10) Ma tra gli antichi e i
moderni è una differenza
notabile
3 MS C
4MS D
5 MS K
6 Sogno- storia del 1868
di chi non trova gusto ne
divertimenti.
come non trovassero gusto nei divertimenti.
Io allora domandai al mioOh! quanto dispiacere mi ha
amico dalla barba bianca: fatto il vedere in quel numero
- Ti sembrano più buoni ianche alcuni, che io credeva
giovani di adesso o quelli dibuoni, affezzio-nati e sinceri!
- Hai visti i tuoi giovani? -- Hai visti i tuoi giovani? miuna volta?
(p. 158)
Mi disse quell' antico al-disse quell' antico allievo
lievo.
- Li vedo; risposi sospi-
- Li vedo risposi.
rando.
Mi rispose:
- il numero dei giovani buoni
eziandio nel tempo presente è
assai grande nell'Oratorio.
- Quanto sono differenti da quelli che eravamo noi
una volta.
una volta!
- Ma perché tanta differenzaPerché que’ giovani erano
fra i giovani di una volta e iprima così allegri e belli, ed
giovani di adesso?
ora sono così tristi e brutti?
(p. 159)
- Pur troppo!
esclamò quel vecchio al-
lievo.
- Purtroppo!
(1) - Perché tanta noia e tanta
e tanta svogliatezza.
- Vidi tanta svogliatezza
Quanta svogliatezza in questa ricreazione.
è di qui che proviene laE di qui proviene la freddezza in tanti nell'accostarsi ai
freddezza nei
Pagina 10
La guida rispose: - Ecco le
conseguenze del peccato! (p.
159)

20.10 Page 200

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1 MS A
2 MS B
3 MS C
4MS D
5 MS K
Sacramenti,
Sacramenti,
Santi Sacramenti,
la trascuranza delle pratiche di pietà
specialmente
in Chiesa,
specialmente
in Chiesa;
in Chiesa e altrove
lo star mal volentieri in un luogo ove la
provvidenza li ricolma d'ogniDivina Provvidenza li ricolma di ogni bene
benefizio,
per il corpo,
pel corpo,
per l'anima, per l'intelletto: di per l'anima, per l'intelletto.
Di
qui il non corrispondere che
di qui l'
ingratitudine
fanno molti
molti fanno
alla loro vocazione; di qui le
ingratitudine
ingratitudini
i segretumi,
le mormorazioni,
verso i Superiori; di qui i segretumi
le mormorazioni
e
le mormorazioni,
con tutte le altre deplorevoli conseguenze.
Pagina 11
6 Sogno- storia del 1868
Io leggeva sulla loro fronte:
Immodestia – … malignità –
invidia
Irreligione - …
disobbedienza - … (p. 159)

21 Pages 201-210

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21.1 Page 201

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1 MS A
(40) giovani
2 MS B
3 MS C
4MS D
5 MS K
- Vedo Capisco, intendo - Capisco; intendo risposi io: - Capisco, intendo, risposi io.
(7) ma come si ponno
rianimare i
Ma come si possono rianimare questi miei cari
giovani
giovani
giovani,
acciocché possono ripren-acciocché riprendano l'antica vivacità,
dere l'antica vivacità,
allegrezza, espansione?
- Coll'amore!
allegrezza, espansione?
- Coll'Amore!
allegrezza, espansione?
- Coll'amore!
- Amore? Ma i miei giovani non sono amati abbastanza?
Tu lo sai se io amo i mieiTu lo sai se amo i mieiTu lo sai se io li amo. Tu sai
giovani. Tu sai quanto hogiovanetti. Tu sai quanto hoquanto per essi ho sofferto e
sofferto, ho tollerato.
sofferto e tollerato per ben 40tollerato pel corso di ben
anni e tollero e soffro ancoraquaranta anni, e quanto tolle-
adesso per loro.
ro e soffro ancora adesso.
Quanti stenti, quante umiliazioni, quante opposizioni,
ho dovuto incontrare e patire per dare pane, casa, maestri,quante persecuzioni per dare
per essi.
ad essi e specialmente per laad essi pane, casa, maestri e
(20b) [non scorgono casa,salute delle loro ani-me. Hospecialmente per procurare la
pane, profitto, carriera etc.fatto quanto ho saputo esalute delle loro anime. Ho
scuole.]
potuto per chi for-ma
fatto quanto ho potuto e
saputo per coloro che
formano
Pagina 12
6 Sogno- storia del 1868
per scrivere i nomi
dei giovani
chè voleva avvertirli e
correggerli (p. 159)
[Hanno le regole , le os-
servino… I tuoi giovani
colla grazia di Dio e colla
voce della coscienza pos-
sono sapere quello che
debbono fare o fuggire. (p.
160)]
coloro che mediante le tue
cure fanno e faranno buoni
frutti (p. 160)

21.2 Page 202

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1 MS A
2 MS B
- Non parlo di te!
3 MS C
4MS D
l'affetto di tutta la mia vita.
- Non parlo di te!
- Non parlo di te!
5 MS K
6 Sogno- storia del 1868
- Di chi dunque? Di coloro che fanno le mie veci?
Da Direttori, Prefetti,Dei Direttori, Prefetti,
Maestri, Assistenti?
maestri, assistenti?
Non vedi come sono martiriNon vedi come sono martiri dello studio e del lavoro?
del lavoro, giorno e notte
studiano, sorveglia-no,
Come
si cosummano.
consummino
consumino
i loro anni giovanili per coloro che ad essi affidò la
Divina Provvidenza?
- Vedo tutto conosco,
- Vedo; conosco;
- Vedo, conosco;
ma qui non è tutto.
- Che cosa manca?
ma ciò non basta: ci manca il meglio.
- Che cosa manca adunque?
Che i giovani non solo siano amati ma
essi stessi conoscano diche essi stessi
essere amati.
d'essere amati.
- Ma non hanno gli occhi in capo?
- Che i giovani non solo
siano amati, ma
conoscanoche essi stessi conoscano diChe essi riconascano
essere amati.
quanto I Superiori, I
maestri, gli assistenti
- Ma non hanno gli occhi in
fronte?
Non hanno il lume dell'intelligenza?
Pagina 13

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1 MS A
2 MS B
3 MS C
4MS D
5 MS K
6 Sogno- storia del 1868
(20b) Non scorgono casa,Non vedono che quanto si fa per essi è tutto per lorofatichino e studino per
pane, profitto, carriera etc.amore?
loro amore
scuole.
- No ciò non basta.
- No ciò non basta.
- No, lo ripeto; ciò non basta.
- Che cosa ci vuole dunque?
Che cosa ci vuole adunque?
- Che essendo amati in quelle cose che loro
piacciono,
piacciono col participare piacciono col partepcipare
imparino a veder
alle loro inclinazioni infantili, imparino a veder
l'amore
amore
l'amore
in quelle cose che naturalmente
loro
loro
lor
piacciono poco,
piacciono poco; quali sono la disciplina, lo studio,
e queste imparino a far conla mortificazione di se stessi e queste cose imparino a far
amore.
con amore.
- Spiegati.
- Spiegati meglio!
[(28) - Il Divin Salvatore si è fatto piccolo coi piccoli
(76) [Gesù Cristo si è fatto
piccolo coi piccoli
e
ed
e
ha portato le nostre infermità.]
portò le nostre miserie.]
Pagina 14

21.4 Page 204

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1 MS A
(2) in mezzo
2 MS B
3 MS C
4MS D
5 MS K
6 Sogno- storia del 1868
- Non capisco.
- Non capisco bene.
- Osserva i giovani!
- Osserva i giovani!
- Osservi i giovani in
ricreazione.
Osservai:
Osservai e quindi replicai:
- E cosa c'è di speciale da- E che cosa c'è di speciale da vedere?
vedere?
- Come? tanto che vai
- Come? Sono tanti anni che
- Sono tanti anni
educando giovani e non vai educando i giovani e non che va educando giovani e
capisci.
capisci? Guarda! Dove non capisce?
Dove sono i tuoi Salesiani? sono i tuoi Salesiani?
Guardi meglio! Dove sono i
Guarda! (p. 158)
(35) - Guardai e vidi etc.Osservai e vidi che fra inostri Salesiani?
[come l'altro foglio]
giovani erano ben pochi pretiOsservai e vidi che
(55) [Rari si scorgevano fra i
e chierici i quali
ben pochi Preti e Chierici si giovani i Chierici ed i preti.
mescolavano fra i giovani e
prendessero parte ai loro ancor più pochi prendevano
divertimenti. [(18 I Chierici parte ai loro divertimenti. I (57)
I Superiori
e i preti erano l'anima del Superiori non erano più non erano più l'anima delle
divertimento]
l'anima della ricreazione. ricreazioni.]
La maggior parte di essi passeggiavano fra di loro
parlando, senza badare che
cosa facessero gli allievi; altri
guardavano la ricre-azione
o non dandosinon dandosi nessun pensiero
pensiero dei giovani odei giovani; altri sor-
sorvegliandoli così allavegliavano così alla lontana
lontana.
senza avvertire chi
commettesse qualche man-
canza; qualcuno poi
avvertiva ma in atto mi-
Pagina 15

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1 MS A
2 MS B
3 MS C
4MS D
5 MS K
6 Sogno- storia del 1868
naccioso e ciò raramente. Vi
era qualche Salesiano che
avrebbe desiderato intro-
mettersi in qualche grup-
ppo di giovani, ma vidi che
questi giovani
(56) [Varii giovani]
cercavano studiosamente di allontanarsi dai maestri e dai
Superiori.
ripigliò:
E l'altro
Allora quell'amico
Allora quel mio amico
ripigliò:
ripigliò:
(27) nei primi tempi
quando tu nel passato ti Negli antichi tempi del-- Negli antichi tempi
ponevi
l'oratorio tu non stavi
dell'Oratorio lei non stava
(2) in mezzo
in mezzo ai giovani era così? sempre in mezzo ai giovani e specialmente
alle loro ricreazioni?
- Oh allora era una gioia un
tripudio,
(26) quindi l'amore per
vincendevole
in tempo di ricreazione?
Si ricorda quei belli
anni?
anni quando lei Sig. D.
Bosco poteva intrattenersi
continuamente con noi?
Era un tripudio di paradiso,
un'epoca che ricordiam
sempre con amore, perchè
l'amore era quello che ci
serviva di regola,
Pagina 16

21.6 Page 206

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1 MS A
2 MS B
3 MS C
4MS D
5 MS K
6 Sogno- storia del 1868
(10) anticamente il loro cuore
era tutto aperto
e noi per lei non avevamo segreti.
- Certamente e
- Certamente! E
allora tutto era gioia per me e
e ti daranno molte con-
solazioni (p. 160)
(6) i consigli tuoi ma in
particolare nelle cose di
coscienza
in essi un slancio nel nei giovani uno slancio
un voler parlar, un esserevolermi parlare ed una vivaper avvicinarsi a me per
ansiosi di udir le mie pa-roleansia di udire le mie parole evolermi parlare, ed una viva
etc.
metterle in pra-tica.
ansia di udire i miei consigli
Ora pero vedi come le e metterli in pratica. Ora però
Ma ora non posso più.udienze, gli affari multi- vedi come le udienze[(68) Ma ora i Superiori
Non vede come le visite, laplicati, la mia sanità per continue e gli affarisono]
mia sanità etc.
lo impediscono.
moltiplicati e la mia sanità
me lo impediscono.
- Va bene ma se tu non puoi
- Capisco che tu non puoi maperché i tuoi Salesiani non si- Va bene: ma se lei non può,
perché i tuoi Salesiani non sifanno tuoi im-mitatori?perché i suoi Salesiani non si
fanno tuoi imi-tatori? PerchéPerché tu non in-sisti e nonfanno suoi imitatori? Perché
tu non comandi, non insisti,comandi che si tratti
non in-siste, non esige che
che trattino
trat-tino
i giovani allo stesso modo che tu li trattavi?
i giovani come li trattava lei?
- Parlo e mi spolmono, ma- Parlo mi spolmono; ma- Io parlo, mi spolmono ma
capisci bene che anche icapisci bene che anch'iopur troppo che molti
maestri e gli assisenti sonveggo come i maestri sia-no
stanchi dal far scuola,
stanchi dal far scuola e
purtroppo
(3) [ di una
non si sentono più di far le fatiche di una
volta, etc.]
volta, etc.
volta.
volta.
Pagina 17

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1 MS A
2 MS B
3 MS C
4MS D
5 MS K
6 Sogno- storia del 1868
- E quindi tralasciando il - E quindi trascurando il meno perdono il più e
meno, perdono il più; e
questo più
questo più
sono le loro fatiche!
sono le loro fatiche. Che amino ciò che piace ai giovani e i
giovani ameranno ciò che piace ai
(12) presentemente
Superiori, e a questo modoSuperiori. E a questo modo
sarà più facile e più leggerasarà facile la loro fatica.
la loro fatica.
La causa del presente
cambiamento nell'Oratorio è (63) - Causa di tanta
diversità
si è
(10) Anticamente il loro
cuore era tutto aperto ai
Superiori che essi amavano
ed obbedivano pre-
sentemente i Superiori sono
considerati come
che un certo numero di giovani non ha confidenza nei
Superiori. Anticamente i cuori erano tutti aperti ai Su-
periori, che i giovani amavano ed obbedivano prontamente.
considerati come
Ma ora i Superiori sono
Superiori
temuti etc. perciò
se si vuol far un cuor solo ed
un'anima sola per amor di
Superiori
Superiori,
Non scuotano il giogo dei
e non più come padri, fratelli ed amici; quindi sono temutisuperiori, considerandoli
e poco amati. Perciò se si vuol fare un cuor solo edcome sorvegliatori im-
un'anima sola per amor di
portuni, consiglieri in-
teressati, come nemici… (p.
160)
(15) Gesù
bisogna che si rompa la fatale
barriera della diffidenza
Gesù
Gesù,
bisogna (145) che si rompabisogna che si rompa la fatale
quella fatale barriera dellabarriera della diffi-denza,
diffidenza
Pagina 18

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1 MS A
2 MS B
3 MS C
4MS D
5 MS K
6 Sogno- storia del 1868
(16) e vi entri la confiden-za
e sottentri a questa la confidenza cordiale. Che quindiHanno I Superiori, li
cordiale Quindi l'ob-
l'obbedienza guidi l'allievo come la madre guida il suoobbediscano; (p. 160)
bedienza che guidi l'allie-vo
fanciullino. Allora regnerà nell'Oratorio la pace e l'al-
come la madre guida un
legrezza antica.
fanciullino etc. etc.
- Dunque quale è il meno. - Che cosa adunque debbo- Come dunque fare per rompere questa barriera?
raccomandare ai miei Sa-
lesiani?
(50) La famigliarità!- Famigliarità coi giovani specialmente in ricreazione.A te e ai tuoi io dico;
Se non c'è questo, se stannoSenza famigliarità non si dimostra
lontani dai Chierici. Che cosa
ci vuol una re-gola, e eguale
al ferro che quando [...] es-
teriore. E questo senza cuore
farà dei nemici.
l'amore,
l'amore
(15) la confidenza cor-
diale
e senza questa dimostrazione non vi può essere confi-
denza. Chi
vuol
vuole
- La famigliarità quantoessere amato bisogna che faccia vedere che ama. Gesù
Gesù
Gesù Cristo si fece piccolo Cristo si fece piccolo coi piccoli e portò le nostre infermità.Cristo si è fatto piccolo coi
pei piccoli e sopportò le Ecco
piccoli e portò le nostre
nostre infermità.
miserie. Esso non spezzò la
canna già fessa, né spense il
lucignolo che fumava.
il modello
il maestro
Ecco il vostro modello.
Pagina 19

21.9 Page 209

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1 MS A
2 MS B
3 MS C
4MS D
5 MS K
(61)Il maestro in cattedra è della famigliarità. Il maestro visto solo in cattedra è
maestro,
maestro,
maestro e non più,
ma in ricreazione diventa ma se va in ricreazione coi giovani diventa
fratello.
fratello rispettato.
come fratello.
Se si predica è ufficio di
Se uno è visto solo predicare dal pulpito si dirà che fa ne
più ne meno del
dovere,
suo dovere, ma se dice
proprio dovere, ma se dice
una parola in ricreazione è la parola di uno che
da segno. (63) Quante ama. Quante conversioni nonama. Quante conversioni non
conversioni non accadere daaccaddero per una tua parolacagionarono alcune sue
una tua parola in
giunta
improvvisaparole fatte risuonare
all'orecchio di un giovane nelall'improvviso all'orecchio di
mentre
un giovane nel mentre che si
che si divertiva! Chi sa didivertiva. Chi sa di essere
essere amato, ama,
amato ama
Chi è amato ottiene tuttoe chi è amato ottiene tutto specialmente dai giovani. Questa
(15) la confidenza cordiale perché specialmente neiconfidenza mette una corrente elettrica fra i giovani
giovani Ciò mette una cor-
rente elettrica tra giovani
e
e
ed
(26b) Che i cuori si
Superiori.
i Superiori. I cuori si
Pagina 20
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1 MS A
2 MS B
3 MS C
4MS D
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6 Sogno- storia del 1868
aprano,
Si conoscono i loro bisogni, aprono: fan conoscere i lo-roaprono e fanno conoscere i
si vedono i loro di-fetti. bisogni, palesano i loroloro bisogni e palesano i loro
Conoscendosi amati svelano difetti. Questo amore fadifetti. Questo amore fa
il loro cuore.
sopportare eziando
sopportare ai Superiori
[FINE]
le fatiche, le noie, le ingratitudini, i disturbi, le
mancanze e le negligenze deimancanze, le negligenze dei
giovanetti,
giovanetti.
(76) Gesù Criso si è fatto…
[(117) coll' esempio di Ge-sù
Gesù
( 77) Esso
Cristo]
Cristo
non spezzò la canna già fessa, né spense il lucignolo che
fumava. Ecco il vostro modello.
sicché ogniAllora non si vedrà più chi
cosa abbia per fine non lalavorerà per fine di
vanagloria, non il vendicarevanagloria; chi punirà so-
l'amore proprio offeso,
lamente per vendicare l'amor
proprio offeso; chi si ritirerà
non la gelosia di una te-mutadal campo della sorveglianza
(44) (Della gelosia che
[(54) Ne viene la gelosia tra preponderanza d'autoritàper gelosia di una temuta
ciascheduno vorrebbe amato superiore e Superiore.]
altrui
preponderan-za altrui; chi
dai Giovani esclusi tutti gli
mormorerà degli altri volen-
altri superiori. Feroci gelosie.
do essere amato e stimato dai
giovani, esclusi tutti gli altri
Superiori, guadagnando null-
'altro che disprezzo ed ipocri-
te moine; chi si lasci rubare il
cuore da una creatura e per
far la corte a questa trascura-
(56) [Amicizie particolari.]
re tutti gli altri giovanetti; chi
per amore dei proprii comodi
(56) [Amore delle proprie co-
tenga in non cale il dovere
modità.]
strettissimo della sor-
veglianza; chi per un vano
Pagina 21

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1 MS A
2 MS B
3 MS C
4MS D
5 MS K
rispetto umano si astenga
(55) [Rispetto umano.]
dall' ammonire chi deve
(54) [Ne viene che per non
essere ammonito. Se ci sarà
essere singolare chi farebbe
questo vero amore non si cer-
non fa.]
cherà altro che la gloria di
ma null'altro che laDio e la salute delle anime.
gloria di Dio, la salute delleE' quando illanguidisce ques-
anime coll'esempio di Gesùto amore che le cose non
Cristo.
vanno più bene.
(12) presentamente
(3) di una volta
Sai perché l'oratorio di a-
desso è diverso da quello di
una volta?
Perché si vuole sostituire all'amore la freddezza di un
[(57) - Eppure Io vedo che
andando avanti
li regolerà predominerà al regolamento; perché i tuoi regolamento? Perché i Su-
sistema paterno.]
periori
si allontanano dall'osservanza di quelle regole di educa-
zione che
tu hai loro dettate, perché alD. Bosco ha loro dettate?
sistema di prevenirePerché al sistema di preveni-
amorosamente i disordini sire colla vigilanza e
va a poco a poco sos-tituendoamorosamente i disordini, si
va sostituendo a poco a poco
il sistema meno pesante e più spiccio per chi
[(51b) Che cosa ci vuol una comanda; bandir leggi ecomanda di bandir leggi che
Pagina 22
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1 MS A
2 MS B
3 MS C
4MS D
5 MS K
regola, e eguale al ferro che punir trasgressori.
se si sostengo coi castighi
quando [...] esteriore. E
accendono odii e fruttano
questo senza cuore farà dei
dispiaceri; se si trascura di
nemici.]
farle osservare fruttano dis-
prezzo per i superiori e
cagione sono di disordini
gravissimi?
[(50) - La famigliarità! SeE ciò accade necessariamente se manca la famigliarità. Se
non c'è questo,]
adunque si vuole che l'oratorio ritorni all'antica felicità si
rimetta in vigore l'antico
sistema di essere tutto a tutti, sistema: che il Superiore sia
tutto a tutti, pronto ad
ascoltare sempre ogni dub-
bio, o lamentanza dei gio-
padri dei giovani, tollerantivani, tutto occhio per sor-
finché lo permette la carità ivegliare paternamente la loro
difetti della loro etàcondotta, tutto cuore per
giovanile, togliendo le dis-cercare il bene spirit-uale e
tanze, amando con essi tuttotemporale di coloro che la
ciò che essi amano.
Provvidenza gli ha affidati.
[(5) i segretumi]
(41-43) (Che si facciano uno
Allora i cuori non saranno più chiusi e non
vi saranno più
regneranno più certi
segretumi che uccidono. segretumi che uccidono. Solo
in caso di immoralità i
Superiori siano inesorabili. E'
meglio correre pericolo di s-
cacciare dal-la casa un
innocente, che ritenere uno
scandaloso. Gli assistenti si
facciano uno strettissimo
Pagina 23
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1 MS A
2 MS B
3 MS C
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strettissimo dovere di
coscienza il referire ai
Superiori tutte quelle cose
che i Chierici in qualunque
modo conoscano esser offesa
del Signore
dovere di coscienza di
referire ai Superiori tutte
quelle cose le quali conos-
cano in qualunque modo
essere offesa di Dio.
(5) confidenza
(50+59) - La famigliarità!
Allora io interrogai:
- E qual
- E quale
è il mezzo precipuo perché trionfi simile famigliarità e
simile amore e confidenza?
- L' osservanza esatta delle- L'osservanza esatta delle
regole che tu hai dato.
regole della casa.
- E null'altro?
- Un
- E null'altro?
- Il
piatto migliore in un pranzo è quello della buona cera.
- E quale altro avviso mi dai
pel buono andamento della
casa? (133)
- Null' altro che questo: La
famigliarità porta amore e
l'amore porta confidenza e i
giovani allora tutto palesano
senza timore, ai maestri agli
assistenti ai Superiori. Dive-
ntano schietti in confessione
e fuori di confessione e sono
docili a tutto ciò che loro co-
manda Colui dal quale sono
certi di essere amati.
Pagina 24
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1 MS A
2 MS B
(32) profondamente ama-
reggiato il mio cuore.
(22) mi sentiva stanco
3 MS C
4MS D
5 MS K
6 Sogno- storia del 1868
Mentre l'altro finiva diMentre così il mio antico al-(124) [Mentre l'amico par-
parlare io continuavo
lievo finiva di parlare ed iolava io continuava]
continuava
Io me rallegrai,
ad osservare con vivo
ma nello stesso tempo
rammarico quella ricrea-dispiacere quella ricrea-zione
afflito…
zione
e
Mentre li stava contem-
a poco a poco mi sentii oppresso da grande
[poco a poco sentiva crescereplando suonò la campana del
in me una
pranzo (p. 160)
stanchezza.
stanchezza che andava stanchezza che mi oppri-
ognora crescendo.
meva.]
Questa oppressione giunse al punto che
non potendo più resistere [non potendo finalmente più
resistere
mi scossi non potendo piùmi scossi e rinvenni. Mi trovai in piedi vicino al letto. Le Allora mi svegliai
resistere. Rinvenni. Era inmie gambe erano così gonfie e mi faceano così male che
piedi vicino al letto. Lenon potea più
gambe gonfie mi facevano
male e non potea più
star ritto. L'ora era tardis-
star ritto. L'ora era tardissima
sima.
Quindi me ne andai in lettoquindi me ne andai a lettoe quindi me ne andai in letto, e potei riposare alquanto. (p.
risoluto di scrivere a voi orisoluto di scrivere a' mieirisoluto di scrivere a voi o161)
miei cari queste righe.
cari figliuoli queste righe. miei cari figliuoli, queste rig-
he.]
[FINE]
Pagina 25

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1 MS A
2 MS B
(3) i giovani adesso
(40) giovani
3 MS C
4MS D
5 MS K
Io desidero di non far questi
sogni perché mi stancano
troppo. Nel gior-no seguente
mi sentiva rot-to nella
persona e non vedea l'ora di
potermi riposare la sera
seguente. Ma ecco appena fui
in letto ricominciare il sogno.
Aveo d'innanzi il cortile, i
giovani che ora sono nell'-
Oratorio e lo stesso antico
allievo dell'Oratorio. Io presi
ad interrogarlo:
- Ciò che mi dicesti io lo
farò sapere ai miei Salesiani,
ma ai giovani dell' Oratorio
che chosa debbo dire?
Mi rispose:
(79) E ai giovani?
6 Sogno- storia del 1868
Quando venni scosso per la
seconda volta e mi sembrò di
trovarmi nella mia camera, in
atto di sbrigare la mia corris-
pondenza… Ed ecco
nuovamente spuntare da terra
una vite nello stesso posto
che vidi la prima. Quando
esce dalla porta della
sagrestia … un uomo serio e
risoluto, si accosta a noi…
Don Bosco lo interrogò: (p.
161)
Dimmi tu almeno ciò che
potrò annunziar loro (ai miei
cari giovani), quale avviso
dare! (p. 160)
Che cosa dovrò adunque dire
ai miei figliuoli perchè li
abborriscano? (p. 164)
- Che essi riconoscano quanto i Superiori, i maestri, gliHanno le regole, le os-
assistenti fatichino e studino per loro amore,
servino: hanno Superiori, li
obbediscano: hanno I
sacramenti, li frequen-tino…
(p. 160)
poi che
poiché
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1 MS A
2 MS B
(26) l'amore per vincen-
devole
(25) quindi pure la pace
del cuore
3 MS C
4MS D
5 MS K
6 Sogno- storia del 1868
se non fosse pel loro bene non si assoggetterebbero a tanti
sacrifizii;
sacrifizi;
che si ricordino essere l'umiltà
la
il
fonte di ogni tranquillità; che sappiano sopportare i difetti
degli altri
poi che
poiché
al mondo non si trova la
perfezione
perfezione,
ma questa è solo in paradiso; che cessino dalle mormo-
razioni poiché queste raffreddano i cuori; e sovratutto che
procurino di vivere nella S.
Hanno la Confessione… (p.
grazia
Grazia
160)
di Dio. Chi non ha pace con Dio, non ha pace con
sè,
sé,
non ha pace cogli altri.
- E tu mi dici dunque che vi sono fra i miei giovani diEcco le conseguenze del
quelli che non hanno la pace con Dio?
peccato (159)
- Questa è la prima causa del malo umore, fra le altre che
tu sai, alle quali devi porre rimedio, e che non fa d'uopo
che ora ti dica.
Pagina 27

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1 MS A
2 MS B
(19-20) Non parliamo del-le
frequenti confessione e
communione
3 MS C
4MS D
5 MS K
6 Sogno- storia del 1868
Infatti
Infatti:
non diffida se non chi ha segreti da custodire, se non chi
teme che questi segreti vengano a conoscersi, perchè sa che
gliene tornerebbe vergogna e disgrazia. Nello stesso tempo
se il cuore non ha la pace
con
di
Dio rimane angosciato Dio rimane angosciato,
irrequieto insofferente d'irrequieto, insofferente d'
obbedienza,
obbedienza,
si irrita per nulla, gli sembra che ogni cosa vada
a male,
male,
e perché esso non ha amore, giudica che i Superiori non
lo amino.
- Eppure o caro
mio
mio,
non vedi quanta frequenza di Confessioni e di Comunioni
vi è nell'
Oratorio?
Oratorio!
- E' vero che grande è la frequenza delle
Confessioni
Confessioni,
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1 MS A
2 MS B
(20-21) ma manca radi-cal-
mente
la stabilità nei
proponimenti etc.
(25) pure la pace del cuore
(8) Il numero dei giovani
buoni è grande
3 MS C
4MS D
5 MS K
6 Sogno- storia del 1868
ma ciò che manca radical-ma ciò che manca radical-
mente,
mente
in tanti giovanetti che si confessano è la stabilità nei
proponimenti. Si confessano ma sempre le stesse man-
canze, le stesse
occasioni prossime, le stesse
occasioni, le
abitudini cattive,
stesse abitudini,
le stesse disobbedienze, le stesse trascuranze nei doveri.
Così si va avanti per mesi e
mesi, e anche per anni emesi.
taluni perfino così conti-
nuano alla 5a ginnasiale.
Sono confessioni che valgono poco o nulla; quindi non
recano
pace
pace,
e se un giovanetto fosse chiamato in quello stato al
tribunale di Dio sarebbe un affare ben serio.
- E di costoro ve ne ha molti
all'Oratorio?
nell'Oratorio?
- Pochi in confronto del gran numero
di
dei
giovani che sono nella casa:
Osservi.
Osservali!
- E me li additava.
Pagina 29

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1 MS A
2 MS B
(31) qualche giovane ma in
questi pochi io vidi cose che
hanno
profondamente
amareggiato il mio cuore.
Non voglio metterle sulla
carta ma voglio esporle a
ciascuno cui si referisco-no.
(34) Qui vi dico soltanto che
è tempo di pregare
e prendere risoluzioni fer-me,
proporre non colle pa-role
ma coi fatti e far ve-dere che
i Comollo i Savio Domenico
i Besucco i Saccardi, vivo-no
ancora tra noi.
(23) Hai null'altro da dirmi?
Quale avviso speciale -
che si ricordino tutti che sono
figli di Maria SS. Ausiliatrice
che essa
li ha qui radunati.
3 MS C
4MS D
5 MS K
6 Sogno- storia del 1868
Io guardai
Io guardai;
Fra questi ne riconobbi
e ad uno ad uno vidi quei giovani. Ma in questi pochi ioalcuni che mi fecero
vidi cose che hanno profondamente amareggiato il miostupire… La mia guida mi
cuore. Non voglio metterle sulla carta, ma quando sarò difece osservare: - Non tutti
ritorno voglio esporle a ciascuno cui si referiscono. Qui visono ora come li vedi (p.
dirò soltanto che è tempo di
159) Non ti è permes-so;
rispose l’amico (p. 160)
Lascia mi prendere il no-me
di quelli che io co-nosco,
affinchè possa avvertirli in
privato e correggerli. (p. 163)
pregare
pregare,
e di prendere ferme risoluzioni; proporre non colle pa-role
ma coi fatti e far vedere che i Comollo, i Savio Domenico,
i Besucco e i Saccardi, vi-e i Besucco, e i Saccardi
vono ancora tra noi.
vivono ancora tra noi.
In ultimo domandai a quel mio amico:
- Hai null'altro da dirmi?
Accostati, mi rispose l’a-
mico sconosciuto, e ve-drai.
(p. 154)
- Predica a tutti grandi e piccoli che si ricordino sempre che
sono figli di Maria
SS. Ausiliatrice. Che
S..S. Ausiliatrice. Che
essa
Essa
stessa li ha qui radunati
Pagina 30

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1 MS A
2 MS B
(26) quindi l'amore per
vicendevole.
(15) bisogna che si rompa la
fatale barriera della dif-
fidenza
(28) E ci riusciremo?
(15) [la fatale barriera della
diffidenza]
(29) Sì purché grandi e pic-
coli vogliano far un fioretto
alla Madre Celeste e siano
pronti a soffrir qualche cosa
per lei
3 MS C
4MS D
5 MS K
6 Sogno- storia del 1868
per condurli via dai pericoli
del mondo,
perché si amassero come fratelli e perché dessero gloria a
Dio e a lei colla loro buona condotta.
Che è la Madonna quella che
loro provvede pane e mezzi
di studiare con in-finite gra-
zie e portenti.
Si
Che si
ricordino che sono alla vigilia della festa della loro
SS.
S.S.
Madre e che coll'aiuto suo deve cadere quella barriera di
diffidenza che il
Demonio
demonio
ha saputo innalzare tra giovani e Superiori e della quale sa
giovarsi per la rovina di certe anime.
- E ci riusciremo a togliere
questa barriera?
- Sì certamente purché grandi
e piccoli siano pronti a
soffrire qualche piccola
mortificazione per amor di
Maria e mettano in pratica
ciò che io le ho detto.
Intanto io continuava a
guardare i miei giovinetti eMentre l'amico parlava io a
Mi avevano lasciato solo ed
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23 Pages 221-230

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1 MS A
(22) mi sentiva stanco
2 MS B
(10b) anticamente
(16-17) vi entri la confi-
denza cordiale
3 MS C
4MS D
5 MS K
6 Sogno- storia del 1868
allo spettacolo di coloro chepoco a poco sentiva crescereerano fuggiti… Io pure fui
vedeva avviati verso l'eternain me una stanchezza che mipreso allora da tale spavento,
perdizione sentii tale strettaopprimeva. Non potendoche mi diedi alla fuga e
al cuore che mi svegliai. finalmente più resistere mifuggendo mi svegliai. (p.
scossi e rinvenni.
164)
Mi trovai in piedi vicino al
letto. Le mie gambe erano
così gonfie e mi faceano così
male che non potea star ritto.
L'ora era tardissima e quindi
importantissime
Molte
che io
cvoisdeimdfailigterlseincureoivlcaieo,nrsdqeeauiaesiivntmeolpieroitogtrotham,enr.itieisMsiosloicumalttroeeiAnstreiiopcmdscoecposseoomsro,evepnileoeolrrancasnocponnionoostneetagotnceug’delècainoerpzre-iveùa,i
ma
il
desidererei ancora narrarviche io vidi, desiderereidormire… (p. 164)
ma il tempo e le convenienzeancora narrarvi, ma il tempo
non me lo permettono.
e la convenienza non me lo
permettono.
Concludo:
Concludo.
Sapete che cosa desidera da voi questo povero vecchio che
per i suoi cari giovani ha
consummato tutta la vita? consummata la sua vita?
Niente altro fuorché, fatte le debite proporzioni, ritor-nino i
giorni felici dell'antico
oratorio.
Oratorio.
I giorni dell'amore e della confidenza Cristiana tra i gio-
vani ed i Superiori; i giorni dello
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1 MS A
2 MS B
(26) l'amore per vincen-
devole. Che i cuori si aprano
(38) Basta che un giovane
entri in una casa salesiana
e preso subito
sotto speciale
Protezione di Maria SS.
Ausiliatrice
(26) quindi l'amore per
vicendevole.
3 MS C
4MS D
5 MS K
6 Sogno- storia del 1868
Spirito di accondiscenza spirito di accondiscenden-za
e sopportazione per amor di
Gesù Cristo
Gesù
degli uni verso degli altri; i giorni dei cuori aperti con tutta
semplicità e
candore,
candore;
i giorni della carità e della vera allegrezza per tutti. Ho
bisogno che mi consoliate dandomi la speranza e la pro-
messa che voi farete tutto ciò che desidero per il bene delle
anime vostre. Voi non conoscete abbastanza quale fortuna
sia la vostra
di essere
d'essere
Sono in questa casa… (p.
stati ricoverati nell'Oratorio. Innanzi a Dio vi protesto: 160)
Basta che un giovane entri in una casa Salesiana perchè la
Vergine
SS.
S.S.
lo prenda subito sotto la sua
protezione speciale.
speciale protezione.
Mettiamoci adunque tutti d'accordo. La carità
di quelli che comandano, la
di chi comanda, la
carità di quelli che devonocarità di chi
obbedire faccia regnare fra di
obbedisce faccia reg-
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1 MS A
2 MS B
3 MS C
4MS D
5 MS K
6 Sogno- storia del 1868
noi lo spirito
nare fra di noi lo Spirito
di S. Franceso di Sales. O miei cari figliuoli, si avvicina il
tempo nel quale dovrò distaccarmi da voi e partire per la
mia
eternità (Nota del Segret. A Eternità;
(A
questo punto D. Bosco sospese di dettare; gli occhi suoi si
empirono di lagrime, non
per rincrescimento, ma
per
di rincrescimento, ma
di
ineffabile tenerezza che trapelava dal suo sguardo e dal
suono della sua
voce: dopo qualche istantevoce. Dopo alcuni istanti
continuò)
continuò.)
quindi io bramo di lasciar voi, o preti, o
chierici, o giovani carissimi Chierici, o giovani carissi-mi,
per quella via del Signore nella quale esso stesso vi de-
sidera. A questo fine il Santo Padre che io ho visto
venerdì 9 di maggio
Venerdì 9 di Maggio,
vi manda di tutto cuore la sua benedizione.
Il giorno della festa di Maria
SS.
S.S.
Pagina 34

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1 MS A
2 MS B
3 MS C
4MS D
5 MS K
6 Sogno- storia del 1868
Ausiliatrice mi troverò con voi innanzi all'
effige della nostra amoro-Effigie della nostra Amo-
sissima Madre.
rosissima madre.
Voglio che questa gran festa si celebri con ogni solenni-tà
e D. Lazzero e D. Marchisio pensino a
far sì che stiamo
farci stare
allegri anche in refettorio. La festa di Maria Ausiliatrice
deve essere il preludio della festa
eterna
che dobbiam celebrare tutti insieme uniti un giorno in
paradiso.
Vostro aff.mo amico in G.C.
Senza firma di don Bosco. Firma di don Bosco
Pagina 35