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0.01540577138447916, "brier": 0.016990289728223678, "mean_conf": 0.9730644954445979, "confident_error_rate": 0.0, "coverage_at_0_9": 0.9696969696969697, "accuracy_at_0_9": 1.0, "coverage_at_5pct_error": 1.0, "coverage_at_1pct_error": 0.9696969696969697, "aurc": 0.00046266864448682633, "error_rate_at_0_9": 0.0, "confidence_bias": -0.011783989403886919, "top_bins": { "0.9": { "n": 64, "errors": 0, "error_rate": 0.0 }, "0.95": { "n": 59, "errors": 0, "error_rate": 0.0 }, "0.99": { "n": 40, "errors": 0, "error_rate": 0.0 } }, "selective": { "0.5": { "coverage": 0.5, "accuracy": 1.0, "confidence_cutoff": 0.9940913990982823 }, "0.8": { "coverage": 0.803030303030303, "accuracy": 1.0, "confidence_cutoff": 0.975504713794386 } } } } } }, "policy": { "positive": "Requires approval under the supplied policy", "negative": "Permitted under the supplied policy", "threshold_split": "calibration", "temperature": "reuse saved calibration receipt, or benchmark inference temperature; no refit", "population": "all five conditional policy questions per admitted source program", "bootstrap": "percentile intervals conditional on the fixed calibration threshold; no threshold reselection" }, "limitations": [ "Authored permissions and static callback dataflow, not historical maliciousness or execution evidence.", "The selected conditional panel does not estimate deployment prevalence.", "Actor origin is not measured. No locked test is read and this report does not promote a model.", "The calibration false-alert budget is empirical, not a deployment guarantee.", "Rare-operation rates are null without the relevant class; bootstrap draws without that class are omitted." ] }