# Reproducibility

This artifact is organized around frozen derived arrays and deterministic packaging.

Recommended usage:

1. Inspect the per-task task cards and `ASSET_PROVENANCE_AND_TERMS.md`.
2. Use the code bundle to reproduce benchmark summaries, figures, and tables from
   the cached arrays.
3. Use the `rebuild/` directories in the code bundle only when a task depends on
   a restricted raw asset that cannot be mirrored in the dataset bundle.

The benchmark should be interpreted as a fixed-predictor evaluation protocol for
coverage allocation on simplex-valued outputs.