{"id":"W4318946062","doi":"10.1093/mnras/stad355","title":"The ASAS-SN bright supernova catalogue – V. 2018–2020","year":2023,"lang":"en","type":"article","venue":"Monthly Notices of the Royal Astronomical Society","topic":"Gamma-ray bursts and supernovae","field":"Physics and Astronomy","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Positive Living North","funders":"Planetary Science Division; Science and Technology Facilities Council; Science Mission Directorate; Smithsonian Astrophysical Observatory; University of North Carolina at Chapel Hill; University of California, Los Angeles; Jet Propulsion Laboratory; Office of Science; Max-Planck-Institut für Astronomie; Agencia Nacional de Investigación y Desarrollo; National Science Foundation; Liverpool John Moores University; Chinese Academy of Sciences; Chinese Academy of Sciences South America Center for Astronomy; Space Telescope Science Institute; Center for Cosmology and Astroparticle Physics, Ohio State University; Villum Fonden; Pennsylvania State University; Los Alamos National Laboratory; College of Engineering, Michigan State University; Alfred P. Sloan Foundation; Johns Hopkins University; Carnegie Institution of Washington; University of Utah; Ohio State University; U.S. Department of Energy; Smithsonian Institution; Eötvös Loránd Tudományegyetem; California Institute of Technology; Ministério da Ciência, Tecnologia e Inovação; University of Pennsylvania; National Aeronautics and Space Administration; Gordon and Betty Moore Foundation; Michigan State University","keywords":"Physics; Supernova; Astrophysics; Astronomy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009925488,0.0005841505,0.0004184222,0.01006709,0.0003117518,0.0008173683,0.0006488146,0.000260873,0.01439773],"category_scores_gemma":[0.001976151,0.0002464163,0.0006078305,0.006087924,0.0001731164,0.0005497972,0.0009306481,0.0003211008,0.01497026],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004719191,"about_ca_system_score_gemma":0.001183505,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01302489,"about_ca_topic_score_gemma":0.01541308,"domain_scores_codex":[0.99949,0.00003354193,0.00008305935,0.00008594983,0.0002200456,0.00008732441],"domain_scores_gemma":[0.9978605,0.0001531674,0.0005115482,0.0004280619,0.0006106227,0.0004361797],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0008935342,0.0001240033,0.3573046,0.0008258555,0.0003481157,0.0003911287,0.0001905462,0.003259931,0.006261417,0.005363893,0.4818999,0.143137],"study_design_scores_gemma":[0.0000917388,0.00009933776,0.4208748,0.0002203392,0.00007469473,0.000675488,0.00008088836,0.001379989,0.001505453,0.001152149,0.573811,0.00003412531],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.132166,0.002203925,0.003213916,0.0001631318,0.0002428032,0.000199443,0.8257452,0.003584498,0.032481],"genre_scores_gemma":[0.04236289,0.0005567107,0.001886891,0.00006087757,0.00008678843,0.0001055482,0.9493798,0.0001810493,0.005379451],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01439773,"threshold_uncertainty_score":0.04816526,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009072950834282702,"score_gpt":0.2087315958917084,"score_spread":0.1996586450574258,"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."}}