{"id":"W6945896747","doi":"10.3204/pubdb-2022-06882","title":"Detection of astrophysical tau neutrino candidates in IceCube","year":2022,"lang":"en","type":"article","venue":"DESY Publication Database (PUBDB) (Deutsches Elektronen-Synchrotron)","topic":"Genomics and Phylogenetic Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"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; Chiba University; Knut och Alice Wallenbergs Stiftelse; Villum Fonden; National Research Foundation of Korea; Fonds Wetenschappelijk Onderzoek; Marsden Fund; Bundesministerium für Bildung und Forschung; Danmarks Grundforskningsfond; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; National Science Foundation; Belgian Federal Science Policy Office; Deutsche Forschungsgemeinschaft; Michigan State University; National Research Foundation; Western Canada Research Grid; Fonds De La Recherche Scientifique - FNRS; Polarforskningssekretariatet; University of Oxford; Compute Canada; Marquette University; University of Wisconsin-Madison; U.S. Department of Energy; Vetenskapsrådet","keywords":"Neutrino; Cosmic ray; Tau neutrino; Neutrino astronomy; Neutrino oscillation; COSMIC cancer database; Lepton; Cosmic neutrino background","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":[0.0009959162,0.0003471892,0.0005408092,0.002278433,0.0005546057,0.001036653,0.0003622178,0.0003302947,0.001147178],"category_scores_gemma":[0.000939891,0.0001967002,0.0004351734,0.002494398,0.0003121423,0.0003184984,0.0007896714,0.0003231027,0.0005472375],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000519569,"about_ca_system_score_gemma":0.0005501896,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002442594,"about_ca_topic_score_gemma":0.004337468,"domain_scores_codex":[0.9995157,0.00005641287,0.00002149389,0.0001422036,0.0001595559,0.0001047375],"domain_scores_gemma":[0.9990674,0.0001484395,0.0002947248,0.0001382722,0.0002021234,0.0001490785],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002908079,0.0003352783,0.626843,0.0004124679,0.0007583335,0.001992165,0.001093126,0.006100634,0.2941111,0.00381604,0.01593518,0.04569452],"study_design_scores_gemma":[0.00007766838,0.0002360015,0.8454601,0.00007487203,0.0001682335,0.001122403,0.0003956472,0.006575943,0.06713933,0.00143616,0.0772605,0.00005315418],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9536854,0.0008973379,0.002456511,0.00007306074,0.00005213081,0.00008037278,0.03380493,0.0002343812,0.008715927],"genre_scores_gemma":[0.8064434,0.001207486,0.01374389,0.0002043812,0.0001123068,0.0002443117,0.1747812,0.0002649696,0.002998058],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002442594,"threshold_uncertainty_score":0.005266964,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01048880107582289,"score_gpt":0.2278617415983136,"score_spread":0.2173729405224907,"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."}}