{ "checks": { "all_control_invariants_audited": true, "dynamic_reference_is_finite": true, "matched_degrades_or_collapses_by_at_least_3_points": true, "raw_and_matched_use_identical_source": true, "raw_degrades_or_collapses_by_at_least_5_points": true, "two_frozen_controls_present": true }, "claim": "Under four-RMS soma-predictable apical traffic, innovation subtraction is necessary relative to both raw and norm-matched KP controls.", "metrics": { "analysis_source_commit": "ff0069f8d0dabbb8819a726bd899381e8a95462c", "clean_kp_accuracy": 0.9126, "control_mean_wall_s": 8237.62871158123, "dynamic_accuracy": 0.9118, "dynamic_minus_matched_points": 81.18, "dynamic_minus_raw_points": 81.18, "matched_accuracy": 0.1, "matched_finite": false, "prerequisite_sha256": "48957573e6feb18e5c2dd0c6785bbd20f37126dd33e8bb7cb357190d236b4937", "raw_accuracy": 0.1, "raw_finite": false, "training_source_commit": "31b70e1b1f2e7fd26c9c3228f525fc0b5192cd81" }, "protocol": "kp_teaching_signal_ablation_validation_v1", "scope_limit": "This is a conditional robustness result on one validation seed; it is not clean-setting or strong-baseline superiority.", "status": "passed" }