{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005683823,0.000866222,0.0006507951,0.001169869,0.0007693893,0.001992356,0.001713647,0.0007988,0.007942216],"category_scores_gemma":[0.005601209,0.0003362797,0.0006524781,0.0009070396,0.0006809793,0.001951331,0.001378568,0.0008829802,0.002605431],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001840448,"about_ca_system_score_gemma":0.0007667515,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002672201,"about_ca_topic_score_gemma":0.002381002,"domain_scores_codex":[0.9979875,0.000228428,0.00006943911,0.0003307388,0.001040323,0.0003436146],"domain_scores_gemma":[0.9962795,0.0005546777,0.0002454183,0.0005118041,0.001911189,0.0004973754],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.01136943,0.001241858,0.2330586,0.00187654,0.0006914651,0.001688147,0.002161977,0.03927737,0.2570764,0.01185331,0.1098718,0.3298332],"study_design_scores_gemma":[0.0007661079,0.00887755,0.3036695,0.0004847738,0.0004247846,0.00164373,0.0008375566,0.02865988,0.2821154,0.002007457,0.3702702,0.0002431617],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8634545,0.003661636,0.02636952,0.001640813,0.0005947411,0.0007510709,0.02047523,0.008258309,0.07479418],"genre_scores_gemma":[0.9038925,0.001323811,0.02858239,0.0005133298,0.000275708,0.0003741798,0.05056718,0.001808438,0.01266226],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007942216,"threshold_uncertainty_score":0.03005928,"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."}}