{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001195808,0.0002812166,0.0007354465,0.00004306749,0.00002570093,0.00002016211,0.0003323889,0.000007644899,0.00003309575],"category_scores_gemma":[0.000007545574,0.0002484928,0.0002930687,0.0004027711,0.0001077776,0.0002058438,0.0001113154,0.0002976866,0.0001399249],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005092888,"about_ca_system_score_gemma":0.00008306631,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009887641,"about_ca_topic_score_gemma":3.802964e-7,"domain_scores_codex":[0.9983158,0.0001059509,0.0004501352,0.0003659018,0.0003662084,0.0003960756],"domain_scores_gemma":[0.9990442,0.0000617044,0.0002310654,0.0004278983,0.00006707104,0.0001680963],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0003176496,0.008440273,0.03300909,0.002029811,0.0007666961,0.00004766224,0.002804257,0.007214839,0.4229591,0.27173,0.05482383,0.1958568],"study_design_scores_gemma":[0.05754538,0.008250116,0.1152048,0.03650371,0.005178334,0.00001724228,0.004152148,0.1064881,0.1802625,0.2605649,0.20404,0.02179276],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9882917,0.0006494336,0.005126024,0.002137779,0.000122421,0.0005907897,0.00004143816,0.00002479153,0.003015664],"genre_scores_gemma":[0.9970747,0.00003545216,0.0002543054,0.001802585,0.0006651037,0.00008850526,0.00003351992,0.00002861514,0.00001725783],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2426966,"threshold_uncertainty_score":0.9999967,"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."}}