{ "outcome": "NEEDS_REVISION", "probe_verified": false, "gates": { "enough_hard_negatives": true, "enough_holdouts": true, "specificity": true, "sensitivity": false, "counterfactual_reproduction": true, "lookahead_consistent": true, "independent_review": true, "beats_confound_baseline": true, "not_default_on": true }, "specificity": 0.846154, "sensitivity": 0.571429, "balanced_accuracy": 0.708791, "active_probes": 6, "measured_probes": 20, "reviewer": "external/claude-sonnet-5-5" }