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Absolute scoring - #139
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Gaudy Blanco (gaudyb) wants to merge 12 commits into
Open
Absolute scoring#139Gaudy Blanco (gaudyb) wants to merge 12 commits into
Gaudy Blanco (gaudyb) wants to merge 12 commits into
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- Add new caching mechanisms in `cache.py` and related modules. - Update CLI and documentation to reflect new features. - Enhance tests for chunk assertions and caching functionality.
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Add calibrated absolute answer scoring with a reusable, frozen five-level quality scale.
Introduce absolute-calibrate to rank overlapping answer batches, calculate Elo ratings, map results to levels 1–5, and select percentile exemplars for each criterion.
Introduce absolute-score to classify unseen answers against frozen exemplars using either one pass or three-pass voting, with confidence, evidence, rationale, and insufficient-evidence reporting.
Add concurrency-safe caching for calibration rankings and scoring judgments, including credential-safe configuration fingerprints and lease handling.
Add configuration scaffolding, local/blob storage support, CSV/JSON outputs, model-usage reporting, and a baseline notebook comparing calibrated scoring with repeated direct judgments.
Document the complete calibration and scoring workflow and add a minor-release note.