{"id":"W6894206715","doi":"10.5445/ir/1000180824","title":"Search for Neutrino Doublets and Triplets Using 11.4 yr of IceCube Data","year":2025,"lang":"en","type":"article","venue":"Repository KITopen (Karlsruhe Institute of Technology)","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; 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; Helmholtz Alliance for Astroparticle Physics; Institute for Global Prominent Research, Chiba University; RWTH Aachen University; Alliance de recherche numérique du Canada; Santen; Chiba University; Knut och Alice Wallenbergs Stiftelse; Villum Fonden; National Research Foundation of Korea; Fonds Wetenschappelijk Onderzoek; Marsden Fund; Bundesministerium für Bildung und Forschung; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; National Science Foundation; Belgian Federal Science Policy Office; Deutsche Forschungsgemeinschaft; Michigan State University; National Research Foundation; Vetenskapsrådet; University of Wisconsin-Madison; U.S. Department of Energy; Office of Advanced Cyberinfrastructure; European Commission; Western Canada Research Grid; Fonds De La Recherche Scientifique - FNRS; Polarforskningssekretariatet; Marquette University","keywords":"Neutrino; Sky; Flux (metallurgy); Transient (computer programming); Neutrino detector; Range (aeronautics); Solar neutrino problem; Solar neutrino","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":[0.0001587147,0.0001976598,0.0004793688,0.0002695086,0.0002001437,0.00003434576,0.0009426718,0.0001050984,0.000002997282],"category_scores_gemma":[0.000005560796,0.0001967704,0.00007975363,0.0004354901,0.0003956832,0.0003336857,0.0008993404,0.0001884871,5.518691e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003218354,"about_ca_system_score_gemma":0.0003270292,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004927478,"about_ca_topic_score_gemma":0.000003011159,"domain_scores_codex":[0.9985933,0.00001463578,0.0004925224,0.0004789824,0.0001377783,0.000282752],"domain_scores_gemma":[0.9984208,0.00002842328,0.0002470927,0.001088038,0.0001693652,0.00004621903],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002129576,0.0006642777,0.08494852,0.0004715527,0.0008336104,0.00001089495,0.00009074234,0.0005957872,0.4093994,0.3905572,0.0009948394,0.1112202],"study_design_scores_gemma":[0.004821212,0.0002986296,0.00350202,0.0007111273,0.000587667,0.00001375731,0.0007813256,0.006714363,0.9018611,0.01172628,0.06824644,0.0007361076],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9772024,0.0002807396,0.0152942,0.0002468788,0.0005162419,0.0006296717,0.0001115817,0.00003810056,0.005680166],"genre_scores_gemma":[0.9927409,0.000006721038,0.006732464,0.00001142886,0.0001230875,0.00002903768,0.00003716789,0.00001501978,0.0003041931],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4924617,"threshold_uncertainty_score":0.8024065,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02862503877448364,"score_gpt":0.2949944873551018,"score_spread":0.2663694485806181,"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."}}