{"id":"W2215475931","doi":"10.1103/physrevd.87.012001","title":"T2K neutrino flux prediction","year":2013,"lang":"en","type":"article","venue":"Physical review. D. Particles, fields, gravitation, and cosmology/Physical review. D, Particles, fields, gravitation, and cosmology","topic":"Neutrino Physics Research","field":"Physics and Astronomy","cited_by":231,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Particle Physics; University of Alberta; TRIUMF; University of Regina; University of Victoria; University of Winnipeg; University of Toronto; York University; University of British Columbia","funders":"Institut National de Physique Nucléaire et de Physique des Particules; Deutsches Elektronen-Synchrotron; Science and Technology Facilities Council; Centre National de la Recherche Scientifique; Ministry of Education, Culture, Sports, Science and Technology; Ministry of Education and Science of the Russian Federation; Japan Society for the Promotion of Science; Russian Foundation for Basic Research; CERN; Deutsche Forschungsgemeinschaft; Natural Sciences and Engineering Research Council of Canada; Alfred P. Sloan Foundation; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; U.S. Department of Energy; Japan Proton Accelerator Research Complex; Ministerio de Ciencia e Innovación; Narodowym Centrum Nauki; National Science Foundation","keywords":"Neutrino; Flux (metallurgy); Physics; Nuclear physics; Particle physics; Environmental science; Materials science","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":[0.0007106919,0.0008388814,0.001742882,0.0001481872,0.0006394638,0.0002038583,0.0005742402,0.0002079949,0.00001722352],"category_scores_gemma":[0.0001975806,0.00077406,0.0005173982,0.0009852074,0.0007338367,0.0007320615,0.0002685421,0.001101724,0.0005675589],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005863065,"about_ca_system_score_gemma":0.0001872554,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006273529,"about_ca_topic_score_gemma":0.00004617122,"domain_scores_codex":[0.9939021,0.001140212,0.001475985,0.001444967,0.0006947505,0.001341951],"domain_scores_gemma":[0.9952092,0.001505994,0.0006093575,0.0009981636,0.0008816933,0.0007956111],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001235413,0.00220228,0.08940747,0.002401438,0.0004604091,0.00001841444,0.00119007,0.00003536942,0.01310243,0.7748848,0.03477207,0.08140169],"study_design_scores_gemma":[0.001284119,0.0007601635,0.01441857,0.0006618599,0.0005593924,0.00002191566,0.0002140573,0.0001208758,0.004023327,0.9717805,0.005400291,0.0007548725],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9745476,0.01124721,0.0007935821,0.0102232,0.0002808969,0.002574081,0.00009801856,0.0001369207,0.00009846003],"genre_scores_gemma":[0.985207,0.00739583,0.0002402695,0.004372153,0.0007922591,0.001519482,0.0003115291,0.0000792998,0.00008221023],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1968957,"threshold_uncertainty_score":0.999471,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02366754297532583,"score_gpt":0.3368179098374771,"score_spread":0.3131503668621513,"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."}}