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"version": "2.0.0",
"created_at": "2026-03-06T04:20:52.670734+00:00",
"escalation_policy": {
"escalation_label": "ESCALATION",
"escalation_threshold": 0.95,
"description": "If P(ESCALATION) >= 0.950, escalate regardless of argmax. This prioritizes recall for safety-critical escalation detection."
},
"confidence_policy": {
"min_confidence": 0.3,
"fallback_label": "OTHER",
"description": "If max probability < 0.3, route to OTHER for review."
},
"calibration_metrics": {
"threshold": 0.95,
"recall": 0.9696969696969697,
"precision": 0.898876404494382,
"fpr": 0.016498625114573784,
"tp": 160,
"fp": 18,
"tn": 1073,
"fn": 5,
"recall_ci": {
"point_estimate": 0.9702812759764813,
"ci_lower": 0.9433872701218056,
"ci_upper": 0.9938281072483526,
"confidence_level": 0.95
},
"precision_ci": {
"point_estimate": 0.9000275789258342,
"ci_lower": 0.8563822440343247,
"ci_upper": 0.9408681214421253,
"confidence_level": 0.95
},
"fpr_ci": {
"point_estimate": 0.016454061300607874,
"ci_lower": 0.009250480061420503,
"ci_upper": 0.02428254680618841,
"confidence_level": 0.95
}
},
"decision_logic": [
"1. If P(ESCALATION) >= 0.950 \u2192 ESCALATE",
"2. Else if max(P) < 0.3 \u2192 route to OTHER",
"3. Else \u2192 return argmax label"
],
"drift_monitoring": {
"enabled": true,
"baseline_metrics": {
"recall": 0.9696969696969697,
"fpr": 0.016498625114573784,
"calibration_date": "2026-03-06T04:20:52.670756+00:00"
},
"alert_thresholds": {
"min_recall": 0.9,
"max_fpr": 0.3,
"recall_drop_from_baseline": 0.05,
"fpr_increase_from_baseline": 0.1
},
"revalidation_policy": {
"sample_size": 100,
"revalidation_interval_days": 30,
"auto_recalibrate": false
},
"safety_guardrails": {
"never_lower_recall_below": 0.85,
"never_raise_threshold_above": 0.7,
"require_human_approval": true
}
}
} |