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| artifact | modality | use |
|---|---|---|
| mast_detector_runtime.pkl | Mode-B streaming windows | live sidecar scoring |
| mast_detector_v1.pkl | Mode-A full traces | offline audits |
manifest.json SHA256 values. Labels carry LLM-judge noise
(kappa=0.77 vs human) -- see training report for calibrated operating points.