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Detect and remove flaky scorers

Guide — detect and remove flaky scorers.

Flaky scorers cause CI to fail on noise. Detect by:

  1. Re-run the same evaluation 3 times back-to-back

  2. Compute scorer-by-scorer variance

  3. Scorers with high variance on identical inputs are flaky

Fix: pin model temperature to 0; add deterministic post-processing; or replace with a code grader if possible.

See also

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