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Calibrates BM25 length normalization for the short title+categories sparse field with a comment on why. Removes redundant k1/b/avg_len prose from the tutorial Open Ends section and the cross-link paragraph in text-search.md, since the BM25 Parameters subsection above already documents calibration with a working example. Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>