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TheLadder/tools/story-to-pack/probe/tune-gate2.log
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JesseMarkowitzandClaude Opus 5 fa3769d0fe 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
2026-09-15 06:59:35 -04:00

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tuning set: 102 clusters, 62 labelled >=1, 13 labelled 2
CHOSEN G2: {'S1': 0.6036626536817667, 'Z1': 5, 'MMIN': None, 'W': 0.6}
all accepted 102 label>=1 62 P1+ 0.61 label2 13
old gate accepted 31 label>=1 26 P1+ 0.84 label2 8
G2 accepted 40 label>=1 34 P1+ 0.85 label2 9
by size band:
<=12: 20 clusters, 7 labelled >=1
old gate accepted 0 P1+ 0.00
G2 accepted 1 P1+ 1.00
13-25: 52 clusters, 34 labelled >=1
old gate accepted 13 P1+ 0.92
G2 accepted 18 P1+ 0.89
>=26: 30 clusters, 21 labelled >=1
old gate accepted 18 P1+ 0.78
G2 accepted 21 P1+ 0.81
G2 rejects, labelled >=1, with the failing term:
D01 size 20 label 1 S1
D06 size 23 label 1 S1
D08 size 8 label 1 Z1
D11 size 36 label 1 S1
D14 size 18 label 1 S1 Z1
D15 size 24 label 2 S1
D20 size 10 label 1 S1 Z1
D22 size 34 label 1 S1
D23 size 11 label 1 Z1
D25 size 24 label 1 S1
D27 size 15 label 1 S1 Z1
D29 size 19 label 1 S1
D32 size 15 label 1 S1
D37 size 18 label 1 S1
T03 size 11 label 1 S1 Z1
T04 size 20 label 1 S1 Z1
T06 size 13 label 1 S1 Z1
T12 size 21 label 1 S1
T16 size 13 label 2 S1 Z1 W(social)
T17 size 30 label 2 S1
T19 size 13 label 1 S1 Z1
T20 size 12 label 1 S1 Z1
T27 size 18 label 1 S1 Z1
T30 size 13 label 2 Z1
T32 size 31 label 1 S1
T33 size 23 label 1 S1
T34 size 11 label 1 Z1
T37 size 22 label 1 S1 Z1
real 0m33.375s
user 0m33.095s
sys 0m0.262s
exit 0