{"id":"W3122570902","doi":"10.1051/0004-6361/202039681","title":"AT 2019avd: a novel addition to the diverse population of nuclear transients","year":2021,"lang":"en","type":"article","venue":"Astronomy and Astrophysics","topic":"Gamma-ray bursts and supernovae","field":"Physics and Astronomy","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Institute for Advanced Research","funders":"Planetary Science Division; Leibniz-Gemeinschaft; Deutsches Elektronen-Synchrotron; Science Mission Directorate; Smithsonian Astrophysical Observatory; Jet Propulsion Laboratory; Leibniz-Institut für Astrophysik Potsdam; Yukawa Institute for Theoretical Physics, Kyoto University; Eötvös Loránd Tudományegyetem; Stockholms Universitet; Rheinische Friedrich-Wilhelms-Universität Bonn; Council for Higher Education; Max-Planck-Gesellschaft; University of Washington; Johns Hopkins University; Eberhard Karls Universität Tübingen; Ministero dell’Istruzione, dell’Università e della Ricerca; Chinese Academy of Sciences; Max-Planck-Institut für Astronomie; University of Edinburgh; Israel Science Foundation; Chinese Academy of Sciences South America Center for Astronomy; Australian Research Council; International Max Planck Research School for Advanced Methods in Process and Systems Engineering; Space Telescope Science Institute; Russian Academy of Sciences; Australian Government; Center for Cosmology and Astroparticle Physics, Ohio State University; National Central University; Villum Fonden; National Science Foundation; Gordon and Betty Moore Foundation; Queen's University Belfast; Canadian Institute for Advanced Research; Queen's University; Ohio State University; University of Arizona; Nuclear Safety and Security Commission; European Commission; Universität Hamburg; California Institute of Technology; National Aeronautics and Space Administration; Durham University; Smithsonian Institution","keywords":"Physics; Astrophysics; Population; Astronomy; Medicine","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":[0.0002126482,0.00018528,0.0002799359,0.001118361,0.0008894755,0.001217856,0.0004724791,0.0004742965,0.0018794],"category_scores_gemma":[0.000413374,0.0001019067,0.0002264525,0.0009346335,0.0003271502,0.0004150973,0.001392985,0.0004014525,0.0005900009],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005491812,"about_ca_system_score_gemma":0.0003095566,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003379741,"about_ca_topic_score_gemma":0.008569302,"domain_scores_codex":[0.999805,0.000007771054,0.00001162393,0.00007122817,0.00004358196,0.0000606543],"domain_scores_gemma":[0.9995815,0.0000380383,0.0001200601,0.000054886,0.00006187831,0.0001436556],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005449273,0.0001326176,0.8951753,0.0002073701,0.00008196167,0.006130412,0.001484398,0.000294357,0.02933965,0.003282097,0.004124681,0.05920218],"study_design_scores_gemma":[0.00001914276,0.0002132385,0.9257367,0.00006636453,0.00004786777,0.006717237,0.0009629446,0.0005134956,0.00322136,0.0008563023,0.06161518,0.00003001714],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9836419,0.0006674088,0.001100685,0.0002490288,0.00009941229,0.00003183064,0.001799025,0.0001022065,0.01230847],"genre_scores_gemma":[0.9925907,0.000239037,0.001008546,0.0001702589,0.00008841426,0.00001493521,0.003854848,0.00002538247,0.002007892],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003379741,"threshold_uncertainty_score":0.006720126,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009316717595918251,"score_gpt":0.2010934067892755,"score_spread":0.1917766891933572,"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."}}