leonarski_fandClaude Opus 5.5 3783d388ed ModelValidation: score the null, and the real fit against it, to 3.5 A [not exact - changes sigmas]
QUALITY-AFFECTING, separate from the exact commits before it. The nine null replicates were fitted
at the data's full resolution: a full-resolution Fcalc and mask, 1 + n(indexing candidates) scale
fits over every reflection, the rigid body (which already stops at 3.5 A), then another Fcalc and
fit. Those full-resolution scale fits were most of the null's CPU. Now the replicates, the real
model's R-work and the real indexing margin they are compared with are all computed to
max(d_min, 3.5 A) - the same fits on the same reflections on both sides - but never on fewer than
1000 free reflections, since the margin is read in R-free: on a small cell the limit moves out to
where 1000 of them are, or to the data's own. The reported R-factors, maps, placement and files are
still made at full resolution; only the null test moves.

Why the free-reflection floor: without it the [ModelValidation] reindexing test (a 34x34x38 A cell,
1553 reflections) lost its decision - at 3.5 A its margin was read on ~30 free reflections, the
null margin sd went to 0.053 and the real margin to +2.6 sigma, under the gate of 3.

Measured against the floor-fixed build before this commit (battery commands, --model; CPU seconds
in the null - wall clock on this shared box moved with other jobs, 2-4x less where it was quiet):
  set   CPU s        R-work sigma     indexing margin sigma      verdict / decision / files
  9hnc  2307 ->  583  +10.4 -> +15.3   +106 -> +21 (reindexed)   same / same / identical
  8sa8  1382 ->  313  +328  -> +203    -                          same / same / identical
  8xtg   968 ->  496  +215  -> +172    +77 -> +27 (kept)          same / same / identical
  9fhc  1042 ->  737  +201  -> +139    +76 -> +41 (reindexed)     same / same / identical
  9bn8   393 ->  153  +378  -> +235    +137 -> +56 (reindexed)    same / same / identical
  5epe   631 ->  600  +0.01 -> -0.03   +26 -> +25 (not decided)   same / same / identical
Sets where the null does not run (6oel, 5reo) are untouched by construction. The sigmas drop
because the null's sd at 3.5 A is about twice as wide; the smallest margin here is still 8x the gate,
but a borderline indexing decision would be decided less often, not more.

Co-Authored-By: Claude Opus 5.5 (1M context) <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01D1G8gJVAy6gp1K5Dz3NE5C
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Jungfraujoch

Application to receive data from the PSI JUNGFRAU and EIGER detectors.

All documentation is now placed in docs/ subdirectory and for the current version hosted on Jungfraujoch Read The Docs page.

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Description
Jungfraujoch Data Acquisition System
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