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path: root/protocol/examples/ablation_decision_utility.py
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2026-04-07Add protocol decision-utility ablation tableYurenHao0426
Builds on the 5-method audit JSON. For each method, evaluates 7 reporting strategies (S0=acc only, S1=+Γ field standard, S2-S5=+single diagnostic, S_full=full protocol), and emits the verdict each strategy would have reached. Result: 3 of 5 methods (DFA/SB/CB) are walked back by S_full but NOT by S1. Each of (a)scale, (b)floor, (d)frozen is independently sufficient for binary detection of those 3 failures. Diagnostic (c)stability adds sub-mode discrimination (drift vs noise) but not new positive detections. This is the §3 protocol decision-utility evidence.