{"id":"W4405562535","doi":"10.48550/arxiv.2412.12991","title":"AT 2020nov: Evidence for Disk Reprocessing in a Rare Tidal Disruption Event","year":2024,"lang":"en","type":"preprint","venue":"arXiv (Cornell University)","topic":"Methane Hydrates and Related Phenomena","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Kavli Institute for Theoretical Physics, University of California, Santa Barbara; Max-Planck-Institut für Astronomie; PAZY Foundation; European Commission; University of Illinois at Urbana-Champaign; Gordon and Betty Moore Foundation; Nuclear Safety and Security Commission; UK Research and Innovation; Illinois Space Grant Consortium; Canada Research Chairs; Science and Technology Facilities Council; University of Toronto; National Centre for Supercomputing Applications; National Aeronautics and Space Administration; Villum Fonden; National Science Foundation","keywords":"Event (particle physics); Rare events; History; Business; Political science; Physics; Astrophysics","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":[0.0001712844,0.0002305687,0.00027476,0.001278602,0.0004535375,0.0007334359,0.0003221735,0.0004174417,0.001207284],"category_scores_gemma":[0.0004451645,0.0001077528,0.0003111223,0.0007345291,0.0002636432,0.0002220398,0.0008365688,0.0002417921,0.0004915984],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003257037,"about_ca_system_score_gemma":0.0001287621,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003675941,"about_ca_topic_score_gemma":0.004297231,"domain_scores_codex":[0.9998233,0.00001033224,0.00001670897,0.00003700951,0.00004648847,0.00006625761],"domain_scores_gemma":[0.9994266,0.00003743748,0.0001670221,0.00004311823,0.00006543506,0.0002604005],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003382254,0.00007519178,0.9664001,0.0000294204,0.00003766581,0.00438909,0.0003402432,0.0003758768,0.02007386,0.0003978733,0.0003888783,0.007153625],"study_design_scores_gemma":[0.000003613048,0.0001019367,0.9935773,0.000006394373,0.0000123432,0.002958583,0.0002143891,0.0004961797,0.00113546,0.00009875877,0.001387572,0.000007529112],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976894,0.0001148967,0.0002173297,0.00001880014,0.000005766386,0.000009906839,0.0004382819,0.00002000721,0.001485681],"genre_scores_gemma":[0.9981039,0.00005004843,0.0001834918,0.00002091078,0.00001061233,0.000003994814,0.001151744,0.000005304092,0.000470001],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003675941,"threshold_uncertainty_score":0.007309079,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09470642155897815,"score_gpt":0.2370330802809287,"score_spread":0.1423266587219505,"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."}}