{"id":"c90f7284-a0b1-42f1-9eb3-c1225d8d834e","arxiv_id":"2411.07996","paper_version":1,"verdict":"CONDITIONAL","confidence":"MODERATE","novelty_score":5.0,"correctness_risk":"medium","formal_verification":"none","parameter_count":4,"one_line_summary":"A Compton camera aided by a webcam and AI image segmentation maps 60Co hot spots inside real nuclear waste drums in the field, with a few minutes of measurement per view.","lead":"This paper shows a portable radiation camera that combines Compton gamma-ray imaging with a webcam and AI to produce pictures of where radioactivity sits inside sealed waste barrels, and it was tested on real waste drums at Spain's El Cabril disposal plant. It matters because such imaging could make nuclear decommissioning safer and faster than the current method of touching each barrel with a dose-rate probe.","discovery_kind":"new_application","skeptic_critique":null,"referee_report":null,"author_rebuttal":null,"desk_editor":null,"rs_alignment":null,"lean_confirmation":null,"pith_extraction":null,"created_at":"2026-08-12T22:02:42.276948+00:00","model_set":{"reader":"deepseek-v4-flash"},"falsifier":null,"supporting_citations":[],"review_version":1}