{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0002497447,0.0004210779,0.0003496472,0.0004252166,0.002305178,0.0001399388,0.001520607,0.0001727936,0.0001918641],"category_scores_gemma":[0.000004744983,0.0003469084,0.0004265773,0.001190964,0.0006302902,0.00108085,0.0006737139,0.000526307,0.000292715],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007772129,"about_ca_system_score_gemma":0.0004981091,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003208964,"about_ca_topic_score_gemma":0.00002290258,"domain_scores_codex":[0.9967852,0.0004413506,0.0002833412,0.0008730802,0.0006694816,0.0009475812],"domain_scores_gemma":[0.9971038,0.0005620838,0.0002744849,0.001122192,0.0004809516,0.0004564564],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001272214,0.0006038792,0.1313942,0.00003546029,0.001043133,0.0006052196,0.0003290379,0.00006714045,0.07902449,0.7446425,0.02164113,0.01934165],"study_design_scores_gemma":[0.004187712,0.0002709728,0.01274197,0.0001088767,0.0002301277,0.00001883322,0.001859999,0.0001007134,0.08129634,0.0006553498,0.8976808,0.000848375],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3188186,0.00005451901,0.007681582,0.00151614,0.001234701,0.0009130155,0.0002590159,0.0005122811,0.6690102],"genre_scores_gemma":[0.8351555,0.00004675052,0.00003098459,0.00001252943,0.000489053,8.880552e-7,0.0000164757,0.0000362046,0.1642116],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8760396,"threshold_uncertainty_score":0.9998983,"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."}}