{"id":"W4414492317","doi":"10.22323/1.501.1040","title":"Status and performance of mass-produced IceCube Upgrade mDOMs","year":2025,"lang":"en","type":"article","venue":"","topic":"Bluetooth and Wireless Communication Technologies","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Office of Experimental Program to Stimulate Competitive Research; Marsden Fund; Japan Society for the Promotion of Science; Deutsches Elektronen-Synchrotron; Natural Sciences and Engineering Research Council of Canada; Office of Polar Programs; College of Engineering, Michigan State University; Chiba University; Alliance de recherche numérique du Canada; Helmholtz Alliance for Astroparticle Physics; Institute for Global Prominent Research, Chiba University; RWTH Aachen University; Knut och Alice Wallenbergs Stiftelse; Villum Fonden; National Research Foundation of Korea; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; National Science Foundation; Belgian Federal Science Policy Office; Deutsche Forschungsgemeinschaft; Michigan State University; National Research Foundation; University of Wisconsin-Madison; Vetenskapsrådet; U.S. Department of Energy; Office of Advanced Cyberinfrastructure; European Commission; Western Canada Research Grid; Fonds De La Recherche Scientifique - FNRS; Polarforskningssekretariatet; Fonds Wetenschappelijk Onderzoek; Nvidia; Marquette University","keywords":"Upgrade; Cherenkov radiation; Range (aeronautics); Photon; Sensitivity (control systems); Cryostat","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009727044,0.00006081395,0.0001027495,0.0001231266,0.00006022691,0.00003519109,0.0007228796,0.00004299349,0.000002864547],"category_scores_gemma":[0.00003926876,0.0000507569,0.0000150263,0.0004132829,0.0000980382,0.0002200703,0.0003764737,0.00008472532,0.000003193536],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008838506,"about_ca_system_score_gemma":0.00004387239,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002185391,"about_ca_topic_score_gemma":0.000002792529,"domain_scores_codex":[0.9994619,0.00001476163,0.0001430344,0.0001630619,0.00007365936,0.0001435218],"domain_scores_gemma":[0.9990204,0.00005053536,0.0000448617,0.0008171573,0.00004525772,0.00002176953],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000007657806,0.00003429642,0.04704561,0.00007069608,0.00001609883,1.97275e-7,0.0001468016,0.00001292901,0.007013818,0.6008999,0.0007512787,0.3440006],"study_design_scores_gemma":[0.0007365418,0.000233923,0.1184607,0.00008259052,0.00000814446,0.000001635577,0.0002587776,0.06441147,0.7848155,0.020064,0.01063387,0.0002927617],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9409476,0.001021555,0.04394026,0.003752074,0.00009099887,0.000105418,5.549047e-7,0.0003756288,0.009765898],"genre_scores_gemma":[0.9598837,0.0008877916,0.03850275,0.0001427697,0.000001800919,0.000007735416,4.199567e-7,0.000001514357,0.0005714698],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7778018,"threshold_uncertainty_score":0.2069806,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01323591340383582,"score_gpt":0.2448781499921956,"score_spread":0.2316422365883598,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}