{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009343196,0.0007865276,0.00179457,0.0001819984,0.0002208684,0.0001777267,0.0011678,0.00004987164,0.00009460926],"category_scores_gemma":[0.00008208003,0.0005315424,0.001974189,0.002853173,0.0003247985,0.0004868277,0.0003313287,0.001323768,0.0005862015],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002783538,"about_ca_system_score_gemma":0.0001721298,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005159933,"about_ca_topic_score_gemma":0.000004915119,"domain_scores_codex":[0.9943485,0.0008352438,0.001097047,0.001035624,0.001415807,0.001267815],"domain_scores_gemma":[0.9955139,0.002106856,0.0004528755,0.001409418,0.0002597525,0.0002572119],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.000370626,0.01170033,0.2876378,0.01050625,0.001141165,0.00006712099,0.001636671,0.002976001,0.07534628,0.526647,0.005897371,0.07607344],"study_design_scores_gemma":[0.005111716,0.005323435,0.6603377,0.02193532,0.001077431,0.00001487352,0.0004909728,0.008021048,0.1399143,0.1464366,0.006887482,0.004449102],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9841483,0.002757234,0.00001721794,0.0005625299,0.0001428758,0.00222975,0.00004629782,0.00007870312,0.01001707],"genre_scores_gemma":[0.9904163,0.006784678,0.00000801054,0.0003175161,0.00150589,0.0007016596,0.0001188435,0.00008897999,0.00005811117],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3802104,"threshold_uncertainty_score":0.9997136,"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."}}