{"id":"W3005330457","doi":"10.3847/1538-4357/abf7c4","title":"Supernova Model Discrimination with Hyper-Kamiokande","year":2021,"lang":"en","type":"article","venue":"The Astrophysical Journal","topic":"Astrophysics and Cosmic Phenomena","field":"Physics and Astronomy","cited_by":81,"is_retracted":false,"has_abstract":true,"ca_institutions":"British Columbia Institute of Technology; University of Toronto; University of Winnipeg; York University; University of British Columbia; University of Victoria; University of Regina; Carleton University; TRIUMF","funders":"Science and Technology Facilities Council; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior; Japan Society for the Promotion of Science; Ministry of Science, ICT and Future Planning; Russian Foundation for Basic Research; Ministry of Education, Culture, Sports, Science and Technology; Horizon 2020 Framework Programme; UK Research and Innovation","keywords":"Physics; Supernova; Neutrino; Astrophysics; Astronomy; Type II supernova; Neutrino detector; Accretion (finance); Neutron star; Neutrino oscillation; Particle physics","routes":{"ca_aff":true,"ca_fund":false,"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":[],"consensus_categories":[],"category_scores_codex":[0.0000689731,0.000190977,0.0002089886,0.0000188739,0.0003891493,0.0002062909,0.000275159,0.00001370292,0.0001181671],"category_scores_gemma":[0.00000222169,0.0001127237,0.0001561299,0.0001719985,0.0001088213,0.0002560478,0.00009146149,0.0004933645,0.00004535614],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003319436,"about_ca_system_score_gemma":0.0001992981,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009093521,"about_ca_topic_score_gemma":5.949364e-7,"domain_scores_codex":[0.9988208,0.00006414965,0.0001962182,0.000200177,0.0003646244,0.0003540554],"domain_scores_gemma":[0.9992161,0.00003182393,0.000110535,0.0002963834,0.0002089683,0.000136224],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002417328,0.001465973,0.00401176,0.000009624115,0.0006123858,0.00005145003,0.001517486,0.05352756,0.1662414,0.5195479,0.001765341,0.2510074],"study_design_scores_gemma":[0.007176588,0.001076515,0.03739113,0.0002515728,0.0009524957,0.0003013714,0.009747745,0.189346,0.02900914,0.7206258,0.002156416,0.001965323],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6191882,0.0000144446,0.3766014,0.0008349908,0.00006030746,0.00004464839,0.00001300422,0.00001070541,0.003232269],"genre_scores_gemma":[0.9927188,0.000002424134,0.005181423,0.0001217424,0.001106026,0.000008469796,0.00001773142,0.00002757874,0.0008158782],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3735305,"threshold_uncertainty_score":0.4596738,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01190060352547986,"score_gpt":0.2189413496409708,"score_spread":0.2070407461154909,"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."}}