{"id":"W3100284274","doi":"","title":"","year":2019,"lang":"en","type":"article","venue":"UvA-DARE (University of Amsterdam)","topic":"Astrophysical Phenomena and Observations","field":"Physics and Astronomy","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; McGill University; Canadian Institute for Advanced Research","funders":"Natural Sciences and Engineering Research Council of Canada; Fonds de recherche du Québec – Nature et technologies; Max-Planck-Gesellschaft; Canadian Institute for Advanced Research; Bundesministerium für Wirtschaft und Technologie; Smithsonian Astrophysical Observatory; McGill University; National Aeronautics and Space Administration; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Smithsonian Institution","keywords":"Physics; Astrophysics; Flare; Accretion (finance); Astronomy; Luminosity; Sagittarius A*; Flare star; Accretion disc; Galactic Center; Stars; T Tauri star; Galaxy","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006462315,0.000215104,0.0004123613,0.00009720914,0.0002643327,0.00002262875,0.0005495676,0.00004410197,0.001267094],"category_scores_gemma":[0.000001463243,0.0002626772,0.0002962909,0.0003691433,0.0001497896,0.0007982706,0.0002980667,0.0001969683,0.0001772407],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003800818,"about_ca_system_score_gemma":0.00006447044,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001264222,"about_ca_topic_score_gemma":0.00002317711,"domain_scores_codex":[0.9987155,0.00005317623,0.0001749385,0.0004037836,0.0002709651,0.0003816854],"domain_scores_gemma":[0.9988034,0.00007849465,0.0002363157,0.0005334973,0.0001746478,0.0001736855],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002721899,0.000822645,0.8478776,0.00008417339,0.0004250034,0.000007671561,0.007829495,0.006869597,0.02604658,0.08605573,0.0006835996,0.02302571],"study_design_scores_gemma":[0.005955248,0.0007257852,0.9128404,0.0001407125,0.0001902096,2.454219e-7,0.05543643,0.005218316,0.001219432,0.008661721,0.008642925,0.0009685659],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9728443,0.000005427269,0.01695707,0.000675809,0.0001112428,0.0003109051,0.000113393,0.00004683571,0.008935004],"genre_scores_gemma":[0.99477,5.283686e-7,0.002167385,0.0000592813,0.00009561129,3.670713e-7,0.00009695344,0.00001572852,0.002794126],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07739402,"threshold_uncertainty_score":0.9999825,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006385924990205094,"score_gpt":0.1734777293193568,"score_spread":0.1670918043291517,"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."}}