Add story-to-pack research and a structured situation review
Research toward building a content pack from a story corpus, kept on its own branch and independent of the game. Records the selection experiments against blind labels, and settles selection as gate G2 followed by a human review: review.py writes REVIEW.md and a review.json form, apply_review.py checks the filled form and writes situations.json for the next stage. Co-Authored-By: Claude Opus 5 <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01C6UDQ9o6L6Ey173U7XVou6
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test: 41 candidates, 5 labelled 2
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FROZEN RULE S1 >= 0.6119 AND S6 <= 0.1603
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accepted 5 P2 0.40 P1+ 1.00 R2 0.40
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baseline accept all candidates accepted 41 P2 0.12 P1+ 0.51 R2 1.00
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baseline B0: tightness filter accepted 18 P2 0.17 P1+ 0.44 R2 0.60
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accepted:
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T05 label 1 schemes, cons and theft over money
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T07 label 1 courtship
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T25 label 1 trying to impress or win someone's favour
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T35 label 2 coercion over money: threats, bribes, demands for payment
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T39 label 2 a spouse schemes against or confronts a spouse over infidelity
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rejected label-2:
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T16 a newcomer seeks acceptance in a social circle
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T17 a proposal or engagement, accepted or refused
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T30 a run-in with the police
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