item 30 scored: readiness strongly decodable (AUC 0.80) but NOT recurrence-specific (FF 0.79); early-stop loses everywhere, oracle only +3.9 — head is instrumentation, not a stopping lever; extension/deferral gating stays live
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
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{"carry": 0.7981836131859141, "ff": 0.791359567919433}
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