{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001551838,0.001068004,0.0007296153,0.0009423645,0.0005625471,0.001566967,0.001460427,0.001420813,0.006405414],"category_scores_gemma":[0.003942646,0.0004499644,0.001442392,0.001054442,0.0003102669,0.001844029,0.0006257109,0.0007444063,0.004663932],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001989699,"about_ca_system_score_gemma":0.001278071,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009371021,"about_ca_topic_score_gemma":0.003054639,"domain_scores_codex":[0.9990646,0.0001406247,0.00003213112,0.0002635288,0.000391116,0.0001079386],"domain_scores_gemma":[0.9988678,0.0003227574,0.0001217429,0.000133288,0.0004935564,0.00006097145],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00112701,0.000164437,0.06018935,0.001102306,0.0004434883,0.0008661758,0.0002460492,0.5757079,0.01228039,0.1173945,0.07944031,0.1510381],"study_design_scores_gemma":[0.0002036031,0.0001495879,0.01917984,0.0003681408,0.0002552068,0.000468199,0.0001529436,0.6817212,0.02529071,0.1213189,0.1506844,0.0002072564],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2743056,0.009958492,0.3900446,0.004651686,0.002577049,0.0003055059,0.03542803,0.009307944,0.2734211],"genre_scores_gemma":[0.9130018,0.002875201,0.05078644,0.0006120608,0.000256879,0.000265485,0.01904346,0.001136406,0.01202231],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009371021,"threshold_uncertainty_score":0.02142823,"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."}}