{"id":"W7043453522","doi":"","title":"The T2K Neutrino Flux Prediction","year":2016,"lang":"en","type":"article","venue":"Nazarbayev University Repository (Nazarbayev University)","topic":"Neutrino Physics Research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","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 oscillation; Neutrino; Hadron; Muon; Beam (structure); Muon neutrino; Pion; Proton; Neutrino detector; Measurements of neutrino speed","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":[0.0009110871,0.001025039,0.0006075351,0.0004814262,0.0006476492,0.001786238,0.001138686,0.001398255,0.00924415],"category_scores_gemma":[0.003850349,0.0004353209,0.001244093,0.0004097316,0.000536049,0.002268916,0.0009485265,0.00122667,0.003042788],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00113155,"about_ca_system_score_gemma":0.0009523128,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005320244,"about_ca_topic_score_gemma":0.002230937,"domain_scores_codex":[0.9992689,0.00009733794,0.00001865743,0.0002806619,0.0002046286,0.0001296415],"domain_scores_gemma":[0.9990515,0.0003802199,0.0001080292,0.0001703027,0.0002223025,0.00006760912],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0008723264,0.0001607335,0.02187812,0.0004310566,0.0001730328,0.0007587349,0.0002514825,0.267368,0.01470616,0.5618636,0.02772891,0.1038077],"study_design_scores_gemma":[0.0001080253,0.00009209602,0.005626815,0.0001070405,0.00006861274,0.0003722739,0.00008816858,0.6766429,0.0125978,0.2670226,0.03718956,0.00008414324],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2021024,0.002638003,0.4984118,0.008471004,0.002859341,0.0001240615,0.006397506,0.004096648,0.2748992],"genre_scores_gemma":[0.9372838,0.0008773644,0.04028774,0.00112079,0.0004686123,0.0001475637,0.002402343,0.0005760979,0.01683573],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00924415,"threshold_uncertainty_score":0.03092474,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006130521552941311,"score_gpt":0.1832252837597456,"score_spread":0.1770947622068043,"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."}}