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Jungfraujoch/image_analysis
leonarski_fandClaude Opus 4.8 85fcac09b5
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scale_merge: floor the R-free test-set size on small data
AssignRfreeFlags gains a min_free_reflections floor (default 500): on small
data, where the 5% fraction would give too few test reflections for a stable
R-free (Brunger's ~500-2000 rule), the fraction is lifted toward ~500 free
reflections, capped at 10% so a large test set never steals working data. An
explicit rfree_fraction is still honoured; pass 0 to disable.

For ordinary data (5% already clears the floor) this is inactive and the
fraction stays flat, so the cross-dataset-identical property is preserved; the
floor only lifts the fraction on genuinely small datasets, where per-dataset
R-free stability outweighs cross-dataset identity (a shared reference set keeps
exact identity there). Tests updated to isolate the pure-hash guarantees with
the floor off, plus a new small-data floor + cap test.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
2026-07-13 11:50:28 +02:00
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