{"id":"W4387687818","doi":"10.48550/arxiv.2310.09035","title":"A bright triple transient that vanished within 50 minutes","year":2023,"lang":"en","type":"preprint","venue":"arXiv (Cornell University)","topic":"History and Developments in Astronomy","field":"Physics and Astronomy","cited_by":3,"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; 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; National Central University; Gordon and Betty Moore Foundation; Ministerio de Ciencia e Innovación; Durham University; Smithsonian Institution; National Science Foundation","keywords":"Physics; Astrophysics; Observatory; Magnitude (astronomy); Telescope; Astronomy; Point source; Sigma; Population; Transient (computer programming); Stars; Optics; Medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002037337,0.0004383758,0.0004582598,0.0002227601,0.00026351,0.00006882637,0.0006930219,0.0001787827,0.001014673],"category_scores_gemma":[0.000002566592,0.0005053835,0.0003587849,0.0002675467,0.000145789,0.0001734278,0.0004073129,0.0006103828,0.0005266041],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001844684,"about_ca_system_score_gemma":0.0003687796,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002579988,"about_ca_topic_score_gemma":0.00002531909,"domain_scores_codex":[0.9980685,0.0001023157,0.0002755105,0.001018451,0.0001060686,0.000429203],"domain_scores_gemma":[0.9987006,0.00005694769,0.0002838899,0.000683557,0.00006302324,0.0002120228],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009937106,0.002242526,0.2601031,0.0006494317,0.007091342,0.001001951,0.0135734,0.2453956,0.0002920541,0.3335581,0.1246263,0.01047245],"study_design_scores_gemma":[0.008595566,0.0001819081,0.05461147,0.001071218,0.001971075,0.000004271013,0.004792244,0.01913882,0.003990194,0.1577955,0.7413575,0.006490163],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5419578,0.0000415512,0.4090782,0.00008023185,0.004251427,0.0009857095,0.0004480369,0.0004618525,0.04269522],"genre_scores_gemma":[0.9374918,0.000004644128,0.001831715,0.0000229911,0.0001782692,0.000006363102,0.0002670834,0.00005002389,0.06014711],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6167312,"threshold_uncertainty_score":0.9998986,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07498318081791357,"score_gpt":0.1818151280459019,"score_spread":0.1068319472279884,"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."}}