{ "checks": { "all_mechanism_query_tracking_and_cost_invariants": true, "all_records_trajectories_and_metrics_finite": true, "at_least_four_seeds_within_2_points_of_clean_kp": true, "every_dynamic_test_accuracy_at_least_0p87": true, "mean_dynamic_test_accuracy_at_least_0p89": true, "mean_early_alignment_at_least_0p90": true, "mean_paired_deficit_to_clean_kp_at_most_0p015": true, "one_sided_95pct_upper_deficit_at_most_0p025": true }, "metrics": { "accuracy_by_seed": { "clean_kp": [ 0.9158, 0.9155, 0.9087, 0.915, 0.9144 ], "dynamic": [ 0.9152, 0.9158, 0.9165, 0.9151, 0.9166 ] }, "bp_50k_mac_reference": 1216531200000000, "dynamic_early_alignment_by_seed": [ 0.9996865193049113, 0.9996783634026846, 0.9997114737828573, 0.9996656179428101, 0.9996906618277231 ], "invariant_failures": [], "mean_accuracy": { "clean_kp": 0.91388, "dynamic": 0.91584 }, "mean_dynamic_early_alignment": 0.9996865272521973, "mean_paired_clean_kp_deficit": -0.001960000000000006, "paired_clean_kp_deficit": [ 0.0005999999999999339, -0.00029999999999996696, -0.007800000000000029, -9.999999999998899e-05, -0.0021999999999999797 ], "paired_deficit_one_sided_95pct_upper_bound": 0.001305694255308511, "source_commit": "0008f2cd96c06bea98f43560867d93967c597711" }, "protocol": "kp_dynamic_neutral_projection_confirmation_v1", "review_score_after": 7, "review_score_before": 6, "score_change_rule": "only a complete untouched paired five-seed test panel can establish the strict accept bar; depth scaling remains oral work", "status": "passed", "test_evaluations": 10 }