{"id":"W3114288075","doi":"10.1016/j.cpc.2021.108018","title":"LeptonInjector and LeptonWeighter: A neutrino event generator and weighter for neutrino observatories","year":2021,"lang":"en","type":"article","venue":"Computer Physics Communications","topic":"Astrophysics and Cosmic Phenomena","field":"Physics and Astronomy","cited_by":24,"is_retracted":false,"has_abstract":false,"ca_institutions":"Snolab; University of Alberta","funders":"Japan Society for the Promotion of Science; Deutsches Elektronen-Synchrotron; Science and Technology Facilities Council; Natural Sciences and Engineering Research Council of Canada; Office of Polar Programs; College of Engineering, Michigan State University; Division of Physics; Helmholtz Alliance for Astroparticle Physics; Helmholtz Association; Chiba University; Institute for Global Prominent Research, Chiba University; RWTH Aachen University; Knut och Alice Wallenbergs Stiftelse; Villum Fonden; National Research Foundation of Korea; Marsden Fund; Bundesministerium für Bildung und Forschung; Danmarks Grundforskningsfond; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; National Science Foundation; UK Research and Innovation; Belgian Federal Science Policy Office; Deutsche Forschungsgemeinschaft; University of Oxford; Fonds Wetenschappelijk Onderzoek; Marquette University; Canada Foundation for Innovation; Australian Research Council; Western Canada Research Grid; Fonds De La Recherche Scientifique - FNRS; Polarforskningssekretariatet; Wisconsin Alumni Research Foundation; Compute Canada; Vetenskapsrådet; U.S. Department of Energy; University of Wisconsin-Madison; National Research Foundation; Michigan State University; Carlsbergfondet","keywords":"Neutrino; Event (particle physics); Event generator; Particle physics; Physics; Generator (circuit theory); Neutrino oscillation; Nuclear physics; Astrophysics; Hadron","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":[0.002427425,0.0017753,0.0008469639,0.001646853,0.0006648895,0.001554833,0.002288274,0.001149998,0.0280815],"category_scores_gemma":[0.005682614,0.001231544,0.001065821,0.001063697,0.0006241879,0.00311631,0.002974842,0.001896285,0.006590711],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005442301,"about_ca_system_score_gemma":0.0008263068,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006695773,"about_ca_topic_score_gemma":0.001088089,"domain_scores_codex":[0.998701,0.000270339,0.0001083544,0.0002743322,0.0005220459,0.0001238894],"domain_scores_gemma":[0.9978991,0.0006471385,0.0002203672,0.0006992205,0.000313422,0.0002207861],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0058647,0.0004572441,0.008332019,0.0006048288,0.000429243,0.0009340607,0.0005220328,0.01511567,0.06916799,0.1023946,0.1204097,0.675768],"study_design_scores_gemma":[0.001225548,0.0004994811,0.003051437,0.0001191426,0.000242969,0.0009747587,0.00007192456,0.4383348,0.2435161,0.1366023,0.1750428,0.0003186557],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"software","genre_scores_codex":[0.00838118,0.0001603415,0.879356,0.0001646614,0.0001283677,0.0001625476,0.002101951,0.1061903,0.003354594],"genre_scores_gemma":[0.2382577,0.0002709122,0.6786817,0.0007223862,0.0003440708,0.0008211331,0.009315813,0.04611509,0.02547117],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.0280815,"threshold_uncertainty_score":0.09394199,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02465852248811803,"score_gpt":0.2536475180823898,"score_spread":0.2289889955942717,"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."}}