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kind: rule experiments score once from the response cache behind a zero-ceiling meter (a miss is excluded and counted, never asked) and apply each arm's BLOCK rule to the same held-out scores. Arm B chooses a per-family raw-score threshold on the other outer folds only (lowest t with Wilson 95% LB >= 0.95); a test fails if a fold's own labels move its threshold. Manifest and frozen units (353 units, 146 groups, 244 paired) for exp-003. Co-Authored-By: Claude Opus 5.5 <[email protected]> Claude-Session: https://claude.ai/code/session_01EmM1j46qgKMh3zqD1QMwEo