athena_uncertainty_decompose
Decompose model uncertainty into aleatoric, epistemic, distribution-shift, and calibration-error components for diagnostic analysis.
Instructions
Return a model-conditional proxy decomposition into aleatoric, parameter-epistemic, distribution-shift and calibration-error components. Diagnostic only.
Input Schema
| Name | Required | Description | Default |
|---|---|---|---|
| ridge | No | ||
| scope | No | ||
| arm_id | Yes | ||
| regime | Yes | ||
| features | Yes | ||
| ood_gain | No | ||
| target_coverage | No |