{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001784672,0.0003666638,0.0002151651,0.001562814,0.0004721905,0.001002904,0.0005066523,0.0004594576,0.0318883],"category_scores_gemma":[0.0008631065,0.0001033493,0.0005227652,0.001152472,0.0001803364,0.000555033,0.0006235125,0.000272698,0.0108681],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003250579,"about_ca_system_score_gemma":0.0003529206,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005561904,"about_ca_topic_score_gemma":0.005944348,"domain_scores_codex":[0.999774,0.00001579305,0.00000962917,0.00005514882,0.00007392885,0.00007152404],"domain_scores_gemma":[0.9996914,0.00005797511,0.00004065117,0.00006752312,0.00008770919,0.00005483197],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001286932,0.0007950493,0.3044957,0.0005397441,0.0004046353,0.002269298,0.0006520734,0.02619498,0.03042769,0.03441935,0.1444877,0.4540269],"study_design_scores_gemma":[0.00007936288,0.0005728275,0.3616834,0.0001439647,0.0001958945,0.003600425,0.001947835,0.06918918,0.01910674,0.02574855,0.5176194,0.0001125437],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.7158235,0.002153516,0.03655589,0.001351823,0.0004215067,0.0002886502,0.05339183,0.002578684,0.1874345],"genre_scores_gemma":[0.8671987,0.0005994517,0.02023326,0.0005908673,0.0001455343,0.0001205567,0.06901195,0.0005217915,0.04157786],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9681117,"threshold_uncertainty_score":0,"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."}}