{"id":"W4306294952","doi":"10.48550/arxiv.2210.06492","title":"The ASAS-SN Bright Supernova Catalog -- V. 2018-2020","year":2022,"lang":"en","type":"preprint","venue":"arXiv (Cornell University)","topic":"Gamma-ray bursts and supernovae","field":"Physics and Astronomy","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Lawrence Berkeley National Laboratory; Planetary Science Division; Smithsonian Astrophysical Observatory; University of North Carolina at Chapel Hill; Science and Technology Facilities Council; University of Colorado Boulder; Jet Propulsion Laboratory; Instituto de Astrofísica de Canarias; Office of Science; Max-Planck-Institut für Astronomie; Max-Planck-Institut für Astrophysik; Agencia Nacional de Investigación y Desarrollo; Eötvös Loránd Tudományegyetem; National Central University; Ministério da Ciência, Tecnologia e Inovação; Queen's University; Gordon and Betty Moore Foundation; Queen's University Belfast; University of Oxford; Durham University; York University; Universidad Nacional Autónoma de México; Space Telescope Science Institute; Leibniz-Gemeinschaft; University of Notre Dame; Los Alamos National Laboratory; College of Engineering, Michigan State University; University of Washington; Alfred P. Sloan Foundation; Johns Hopkins University; Carnegie Institution of Washington; University of Utah; Carnegie Mellon University; Michigan State University; Ohio State University; Smithsonian Institution; U.S. Department of Energy; California Institute of Technology; National Aeronautics and Space Administration; New Mexico State University; University of California, Los Angeles; University of Portsmouth; Vanderbilt University; Science Mission Directorate; Yale University; Liverpool John Moores University; National Science Foundation","keywords":"Supernova; Physics; Astrophysics; Photometry (optics); Galaxy; Redshift; Sky; Astronomy; Stars","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000955797,0.0006194931,0.0003939203,0.008048763,0.0003936018,0.001016408,0.0006234667,0.0002587792,0.01690801],"category_scores_gemma":[0.00210831,0.0002480028,0.0004475404,0.00495597,0.000145927,0.0006713133,0.001089505,0.0004185947,0.01803956],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005262134,"about_ca_system_score_gemma":0.001596701,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01320581,"about_ca_topic_score_gemma":0.02124219,"domain_scores_codex":[0.9994843,0.0000275699,0.00006987005,0.00008876211,0.0002344085,0.00009518471],"domain_scores_gemma":[0.9972056,0.0001691961,0.0006891467,0.0003079114,0.0008964224,0.0007317123],"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":[0.0004154484,0.0001048826,0.1841037,0.0005393495,0.0001098409,0.0002823849,0.0001244206,0.0008443264,0.00295654,0.003868376,0.7060869,0.1005638],"study_design_scores_gemma":[0.00008422227,0.00008746404,0.2564875,0.0002393965,0.00004159571,0.0005962827,0.00009961129,0.0008282319,0.001455591,0.0009305595,0.7391205,0.00002910949],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.068248,0.00139416,0.002137448,0.0003265296,0.0004159649,0.0002669264,0.8919591,0.003122959,0.03212895],"genre_scores_gemma":[0.02573938,0.0005497054,0.00204032,0.0001389067,0.0001426756,0.0001719803,0.9625553,0.0002362683,0.008425513],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.01690801,"threshold_uncertainty_score":0.05656296,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.035398771942098,"score_gpt":0.1824816261722036,"score_spread":0.1470828542301056,"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."}}