{"id":"W4382656802","doi":"10.1103/physrevd.107.112012","title":"Impact of cross-section uncertainties on supernova neutrino spectral parameter fitting in the Deep Underground Neutrino Experiment","year":2023,"lang":"en","type":"article","venue":"Physical review. D/Physical review. D.","topic":"Neutrino Physics Research","field":"Physics and Astronomy","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; York University","funders":"High Energy Physics; Pró-Reitoria de Pesquisa e Pós-Graduação, Universidade Federal de Ouro Preto; Natural Sciences and Engineering Research Council of Canada; Office of Science; Institut National de Physique Nucléaire et de Physique des Particules; Science and Technology Facilities Council; Horizon 2020 Framework Programme; Universidade Estadual de Santa Cruz; Junta de Andalucía; Xunta de Galicia; Canada Foundation for Innovation; Fundação Carlos Chagas Filho de Amparo à Pesquisa do Estado do Rio de Janeiro; National Research Foundation of Korea; Commissariat à l'Énergie Atomique et aux Énergies Alternatives; Fundação de Amparo à Pesquisa do Estado da Bahia; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Federación Española de Enfermedades Raras; Centre National de la Recherche Scientifique; European Regional Development Fund; Ministerstvo Školství, Mládeže a Tělovýchovy; U.S. Department of Energy; Instituto Nazionale di Fisica Nucleare; Ministerio de Ciencia e Innovación; European Commission; Fundação para a Ciência e a Tecnologia; Fundação de Amparo à Pesquisa do Estado de Goiás; Fermilab; UK Research and Innovation; National Science Foundation; “la Caixa” Foundation; Royal Society; CERN; Fundação de Amparo à Pesquisa do Estado de São Paulo; Türkiye Bilimsel ve Teknolojik Araştırma Kurumu; H2020 Marie Skłodowska-Curie Actions; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; Scientific Education and Research Institute","keywords":"Physics; Neutrino; Supernova; Context (archaeology); Sigma; Astrophysics; Neutrino detector; Flux (metallurgy); Luminosity; Nuclear physics; Particle physics; Neutrino oscillation; Astronomy; Galaxy","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":[0.01654298,0.001431729,0.0007997444,0.001194044,0.001031591,0.002660136,0.002184877,0.001189467,0.001959834],"category_scores_gemma":[0.04126842,0.0009832404,0.00155535,0.001645423,0.001056124,0.00255291,0.002239694,0.001338613,0.0004848139],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002270693,"about_ca_system_score_gemma":0.001275374,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01081901,"about_ca_topic_score_gemma":0.008521433,"domain_scores_codex":[0.9940522,0.00286863,0.0003080812,0.001073177,0.001384959,0.0003129721],"domain_scores_gemma":[0.9663371,0.02443019,0.002272873,0.004873164,0.001695962,0.0003908449],"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":[0.0005886434,0.0001112723,0.05502514,0.000187082,0.0004948056,0.0002465795,0.0002821956,0.8657357,0.007624382,0.04589754,0.001196444,0.02261022],"study_design_scores_gemma":[0.0001089099,0.0001340476,0.02323192,0.000194983,0.0003081961,0.000343021,0.000236728,0.8792145,0.03023734,0.05858149,0.007212552,0.000196225],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7129005,0.001638352,0.2524778,0.002475237,0.0001502039,0.0001129776,0.002628857,0.002284876,0.02533132],"genre_scores_gemma":[0.9727649,0.0002790136,0.02392362,0.0003703254,0.00002374544,0.00004876622,0.001148936,0.0005871016,0.0008535584],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01654298,"threshold_uncertainty_score":0.08748871,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04836784005299524,"score_gpt":0.4847028782415691,"score_spread":0.4363350381885739,"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."}}