标签：reproducible-research

JevNext · More than Choice — A simple algorithm that equips any Jev-like model with numerical control.

¿Jev entiende tu acento? Pre-registered audit of TypeSafe AI's Jev on Spanish — accuracy, calibration and token cost — plus a CLI to run the same comparison on your own labelled data.

A cached Jev prior for active learning: reusable rank fusion, matched ASReview controls, and a no-key evidence replay.