feat: Wilson confidence intervals for behavioral metrics (#115) - #161
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Attach optional intervals to stability/model probe reports, warn when overlapping intervals must not be treated as regressions, and document scorecard/eval JSON hooks. Co-authored-by: Abhinaysai Kamineni <askmy-stack@users.noreply.github.com>
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Summary
Implements #115: Wilson score confidence intervals for probe accuracy / pass@k-style rates so small overlapping gaps are not treated as regressions.
Changes
tool_semantics.intervals— Wilson CI helpers,compare_rates, pass@k-style intervals, Markdown/JSON bundle--trials> 1) include anintervalsblock; model probe JSON/Markdown include intervalsdocs/intervals.md+ link fromdocs/probes.mdTest plan
pytest tests/test_intervals.pypytest+ ruff + mypy on touched modules