{"id":"W4389259195","doi":"10.1093/mnras/stad3422","title":"A bright triple transient that vanished within 50 min","year":2023,"lang":"en","type":"article","venue":"Monthly Notices of the Royal Astronomical Society","topic":"Stellar, planetary, and galactic studies","field":"Physics and Astronomy","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Los Alamos National Laboratory; Agencia Estatal de Investigación; Science and Technology Facilities Council; Planetary Science Division; Science Mission Directorate; Smithsonian Astrophysical Observatory; Max-Planck-Institut für Astronomie; Gordon and Betty Moore Foundation; National Central University; Space Telescope Science Institute; Queen's University; Johns Hopkins University; Queen's University Belfast; National Aeronautics and Space Administration; Eötvös Loránd Tudományegyetem; California Institute of Technology; Ministerio de Ciencia e Innovación; Smithsonian Institution; National Science Foundation","keywords":"Physics; Astrophysics; Observatory; Astronomy; Telescope; Magnitude (astronomy); Point source; Stars; Population; Gravitational lens; Transient (computer programming); Galaxy; Optics; Medicine; Redshift","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":[0.000163369,0.0002255249,0.0003227499,0.0008480877,0.0006930597,0.0005668609,0.000329947,0.0004618041,0.002303608],"category_scores_gemma":[0.0003557263,0.000136182,0.0002868921,0.000445809,0.0003380764,0.0002791141,0.0008409515,0.0004226394,0.0005959893],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003520898,"about_ca_system_score_gemma":0.0001555346,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002504372,"about_ca_topic_score_gemma":0.002830155,"domain_scores_codex":[0.9998373,0.000004847821,0.00001035557,0.00006027814,0.00003865391,0.00004860823],"domain_scores_gemma":[0.9994873,0.00004453337,0.000166685,0.00006521979,0.00006706375,0.0001691984],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001013955,0.0001991216,0.7459282,0.0001576137,0.000158401,0.02963464,0.001758171,0.0004237296,0.1697624,0.0006634422,0.00143427,0.04886601],"study_design_scores_gemma":[0.00001476258,0.0004670985,0.9529634,0.0000192336,0.00007180143,0.01904243,0.0005341104,0.0005445625,0.02150347,0.0002192281,0.004591115,0.00002864402],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969387,0.0002090041,0.0009226305,0.00004874428,0.00001693805,0.00001091103,0.0001987704,0.00005243136,0.001601757],"genre_scores_gemma":[0.9984296,0.00003238783,0.0003070066,0.00002581765,0.00001093074,0.000003422745,0.0003831852,0.000007817142,0.000799824],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002504372,"threshold_uncertainty_score":0.007706285,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01225975325228647,"score_gpt":0.2059265237437488,"score_spread":0.1936667704914623,"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."}}