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Figure 3
EPICS extensible display manager (EDM) screen for GoniOwl. The interface provides manual submission of an inference request from the sample-environment camera and displays the returned state code: 1 for pin_on, 2 for pin_off and 3 for undetermined. The undetermined state is used when a frame fails the exposure pre-check or when the CNN prediction falls below the confidence threshold required for autonomous operation.

Journal logoJOURNAL OF
SYNCHROTRON
RADIATION
ISSN: 1600-5775
Volume 33| Part 5| September 2026|
https://doi.org/10.1107/S1600577526007277
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