{"id":"W2073750316","doi":"10.1103/physrevlett.114.171102","title":"Flavor Ratio of Astrophysical Neutrinos above 35 TeV in IceCube","year":2015,"lang":"en","type":"article","venue":"Physical Review Letters","topic":"Astrophysics and Cosmic Phenomena","field":"Physics and Astronomy","cited_by":196,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of Alberta","funders":"Office of Polar Programs; Japan Society for the Promotion of Science; Natural Sciences and Engineering Research Council of Canada; Knut och Alice Wallenbergs Stiftelse; National Research Foundation of Korea; Agentschap voor Innovatie door Wetenschap en Technologie; Fonds Wetenschappelijk Onderzoek; Marsden Fund; Bundesministerium für Bildung und Forschung; Helmholtz Alliance for Astroparticle Physics; Danmarks Grundforskningsfond; National Science Foundation; Belgian Federal Science Policy Office; Deutsche Forschungsgemeinschaft; Science and Technology Facilities Council; Svenska Forskningsrådet Formas; National Research Foundation; National Energy Research Scientific Computing Center; Australian Research Council; Western Canada Research Grid; Vlaamse regering; University of Oxford; U.S. Department of Energy; Vetenskapsrådet; Wisconsin Alumni Research Foundation; Compute Canada; Fonds De La Recherche Scientifique - FNRS; Polarforskningssekretariatet; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung","keywords":"Physics; Neutrino; Particle physics; Nuclear physics; Flavor; Astronomy; Astrophysics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005106228,0.0001908002,0.0002828139,0.0008662489,0.0002989373,0.0008336425,0.0002167459,0.0001977073,0.001357052],"category_scores_gemma":[0.0008344229,0.0001476646,0.0002372346,0.0008150312,0.0002603492,0.0002488991,0.0004373789,0.0001777468,0.0003084298],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005031401,"about_ca_system_score_gemma":0.0002120418,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005857795,"about_ca_topic_score_gemma":0.006171293,"domain_scores_codex":[0.9997084,0.00004310493,0.00001269877,0.000118566,0.00005268921,0.00006451955],"domain_scores_gemma":[0.999606,0.00009418122,0.0001429541,0.00004833174,0.00006642535,0.00004222993],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001347904,0.0000632257,0.9080171,0.0000807068,0.0002608509,0.0003587915,0.0004869648,0.002218555,0.06595096,0.001765838,0.002414122,0.01703496],"study_design_scores_gemma":[0.00001591299,0.00004498923,0.9878063,0.00001683915,0.00003876798,0.0002995942,0.0001681299,0.001245088,0.006118621,0.0005297239,0.003703558,0.00001249454],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927979,0.0002952667,0.000285448,0.00002562577,0.000004622081,0.000006408495,0.00321495,0.00002654624,0.003343235],"genre_scores_gemma":[0.9883304,0.0003285175,0.0006424686,0.00006675015,0.000009887982,0.00002139657,0.009868539,0.00003664278,0.0006953082],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005857795,"threshold_uncertainty_score":0.0116474,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01645183123880471,"score_gpt":0.2678256240299779,"score_spread":0.2513737927911732,"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."}}