{"id":"W3094636358","doi":"10.3847/1538-4357/ac602e","title":"Secular Dynamics around a Supermassive black hole via Multipole Expansion","year":2022,"lang":"en","type":"article","venue":"The Astrophysical Journal","topic":"Galaxies: Formation, Evolution, Phenomena","field":"Physics and Astronomy","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Institute for Theoretical Astrophysics; University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; Sorbonne Université; Agence Nationale de la Recherche; Space Telescope Science Institute; National Aeronautics and Space Administration","keywords":"Physics; Algorithm; Multipole expansion; Supermassive black hole; Stars; Astrophysics; Computer science; Galaxy; Quantum mechanics","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":[],"consensus_categories":[],"category_scores_codex":[0.0004743119,0.000464391,0.0005766417,0.0005244638,0.000569683,0.0008356113,0.000989312,0.0006875743,0.003527209],"category_scores_gemma":[0.00131673,0.0003341021,0.0005266294,0.0002898089,0.001232755,0.001025997,0.001195021,0.000736003,0.0004327342],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008719898,"about_ca_system_score_gemma":0.000584478,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006594181,"about_ca_topic_score_gemma":0.005683247,"domain_scores_codex":[0.9998833,0.00004013273,0.000003504319,0.00001141233,0.00003505564,0.00002666659],"domain_scores_gemma":[0.9995523,0.0001410025,0.0001023215,0.00005068591,0.00007087385,0.00008276326],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001883351,0.0001087312,0.003864998,0.000103877,0.00006164799,0.0005623417,0.0003285565,0.801593,0.009587815,0.1715253,0.002392816,0.009682537],"study_design_scores_gemma":[0.000008885617,0.00001262902,0.0002278038,0.000004285464,0.000003585662,0.00001318009,0.00001302828,0.9931459,0.0002140874,0.005858728,0.0004940561,0.000003783186],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6613939,0.0007103632,0.3050121,0.001018504,0.0002684576,0.00008887167,0.0001422692,0.0005559933,0.0308095],"genre_scores_gemma":[0.9584241,0.0003106777,0.0320763,0.0001868996,0.0000747939,0.00005911326,0.00007142821,0.0001993625,0.00859733],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006594181,"threshold_uncertainty_score":0.01311159,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005285271005325071,"score_gpt":0.2011434934756147,"score_spread":0.1958582224702896,"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."}}