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Jungfraujoch/image_analysis
leonarski_f b673a05176
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space group: the modulation's control is drawn from data with the modulation removed
The pseudo-translation test has two halves: a Patterson peak, judged against a
permutation null, and an intensity modulation along that peak's vector, judged
against a control. The control was the same greedy search run from random starting
vectors over the SAME intensities - so it measured the search AND whatever
modulation the crystal carries, because a greedy search started anywhere walks
into a real modulation's basin. Measured over 110 merged datasets, single draws of
that control reached 199x and 6162x on crystals whose own modulation reads 4.0x and
67x, and on 28 of the 110 the control came out at or above the signal it is
subtracted from.

Shuffle the intensities inside each resolution shell instead - the permutation the
Patterson null in the same function already uses - and start the search where the
measurement starts. The reflection count, the E^2 distribution and the phase-bin
populations are untouched; the only thing removed is the correlation between a
reflection's intensity and h.u, which is the thing the modulation claims to see.

No threshold moved and no verdict changed: over those 110 datasets the same 8 are
called, none gained, none lost. What goes away is a control that reads its own
signal, and with it the one route by which something upstream can move the control
while the modulation stands still.

Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_011GxZqDiFP3KqriBhNdcR56
(cherry picked from commit bae480b9202b403629fcad5dc3408aec4998bd6a)
2026-09-13 12:43:58 +02:00
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