{"id":"W4414437566","doi":"10.22323/1.501.0919","title":"An updated list of target sources for IceCube neutrino cluster alerts","year":2025,"lang":"en","type":"article","venue":"","topic":"Astrophysics and Cosmic Phenomena","field":"Physics and Astronomy","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":"Neutrino; Blazar; Sky; Observatory; COSMIC cancer database; Neutrino astronomy; Cosmic ray; Active galactic nucleus","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":[0.001053747,0.0009847366,0.0006271402,0.005893675,0.0009608851,0.002207752,0.0009581585,0.0006712414,0.03257374],"category_scores_gemma":[0.003025557,0.0003531978,0.0005915711,0.007291628,0.0001370678,0.001398383,0.001665335,0.000944922,0.01551747],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001084539,"about_ca_system_score_gemma":0.001565179,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007102943,"about_ca_topic_score_gemma":0.01230863,"domain_scores_codex":[0.99915,0.00006208811,0.00007064024,0.0001272381,0.000469523,0.0001205051],"domain_scores_gemma":[0.9959072,0.0005109638,0.0006147797,0.0004482785,0.002041177,0.000477674],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004240116,0.0000631324,0.03471555,0.0009942788,0.00009116939,0.0003680369,0.0002427528,0.001125879,0.004811628,0.002608564,0.7901666,0.1643884],"study_design_scores_gemma":[0.00004289251,0.00003230513,0.03620218,0.0003235431,0.00007699269,0.0004006722,0.0001153027,0.0007552646,0.002801511,0.0009641179,0.9582409,0.00004441104],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.04003297,0.01086615,0.01684131,0.003790025,0.002335196,0.0008717989,0.7429185,0.01060672,0.1717373],"genre_scores_gemma":[0.04657093,0.008029865,0.03797578,0.002285004,0.001384056,0.001080959,0.8638693,0.002861348,0.03594277],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.03257374,"threshold_uncertainty_score":0.10897,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005440624121179858,"score_gpt":0.2360102872408477,"score_spread":0.2305696631196678,"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."}}