Receipted, reproducible, public

Measured model fields.

The public lab above Bay Run’s retrieval service

Give the lab 3–10 labeled examples. It scores only resident models in the detected family. Underfilled fields return no_specialists; weak fields are published without a best-model, badge, or author claim. A requested non-warm challenger is shown as deferred, never silently scored.

Run a bake-off