{
  "schema_version": "toolcall-verifier-candidate-thresholds/v1",
  "source": "validation_calibration_diagnostics_only",
  "temperature": 1.1008745431900024,
  "deployment_rule": {
    "nonvalid_confidence_thresholds": {
      "wrong_tool_semantic": 0.98,
      "wrong_arguments_semantic": 0.98,
      "tool_not_needed": 0.98,
      "needs_clarification": 0.99
    },
    "min_margin_over_valid": 0.25,
    "valid_logit_bias": 0.0,
    "valid_false_objection_gate": 0.005
  },
  "recommended_action_policy": {
    "mode": "advisory",
    "deployment_thresholds": {
      "wrong_tool_semantic": 0.98,
      "wrong_arguments_semantic": 0.98,
      "tool_not_needed": 0.98,
      "needs_clarification": 0.99
    },
    "min_margin_over_valid": 0.25,
    "valid_logit_bias": 0.0,
    "raw_0_90_false_objection": "diagnostic_only",
    "enforce": false
  },
  "notes": [
    "Candidate thresholds are diagnostics only.",
    "The active artifact mode remains shadow; the recommended next mode is advisory after replay.",
    "Promotion is evaluated against the guarded deployment rule, not raw top-label confidence alone."
  ],
  "labels": {
    "valid": {
      "action": "allow",
      "advisory_min_confidence": 0.0,
      "enforce_min_confidence": 1.01
    },
    "wrong_tool_semantic": {
      "action": "diagnostic_only",
      "advisory_min_confidence": 0.8863924050632912,
      "enforce_min_confidence": 0.95,
      "deployment_candidate_min_confidence": 0.98,
      "deployment_min_margin_over_valid": 0.25,
      "deployment_valid_logit_bias": 0.0
    },
    "wrong_arguments_semantic": {
      "action": "diagnostic_only",
      "advisory_min_confidence": 1.01,
      "enforce_min_confidence": 1.01,
      "deployment_candidate_min_confidence": 0.98,
      "deployment_min_margin_over_valid": 0.25,
      "deployment_valid_logit_bias": 0.0
    },
    "tool_not_needed": {
      "action": "diagnostic_only",
      "advisory_min_confidence": 0.9579746835443038,
      "enforce_min_confidence": 0.9568354430379746,
      "deployment_candidate_min_confidence": 0.98,
      "deployment_min_margin_over_valid": 0.25,
      "deployment_valid_logit_bias": 0.0
    },
    "needs_clarification": {
      "action": "diagnostic_only",
      "advisory_min_confidence": 0.8765189873417721,
      "enforce_min_confidence": 0.95,
      "deployment_candidate_min_confidence": 0.99,
      "deployment_min_margin_over_valid": 0.25,
      "deployment_valid_logit_bias": 0.0
    },
    "deterministic_invalid": {
      "action": "deterministic_only",
      "advisory_min_confidence": 1.01,
      "enforce_min_confidence": 1.01
    }
  },
  "promotion_status": "promotable_pending_replay",
  "blocked_reasons": [],
  "artifact_promotable": true
}