{"id":"W4387521460","doi":"10.61093/fmir.7(3).113-121.2023","title":"Analysis of financial services and recent turbulence in the USA banking system","year":2023,"lang":"en","type":"article","venue":"Financial Markets Institutions and Risks","topic":"Banking stability, regulation, efficiency","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University; York University","funders":"","keywords":"Spillover effect; Financial system; Recession; Business; Government (linguistics); Financial crisis; Global recession; Scrutiny; Finance; Economics; Political science; Macroeconomics","routes":{"ca_aff":true,"ca_fund":false,"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":[],"consensus_categories":[],"category_scores_codex":[0.00153612,0.0001237079,0.0003620606,0.0006458723,0.0003624394,0.0000556956,0.0002037527,0.0001168938,0.00003057514],"category_scores_gemma":[0.0002481179,0.0001099536,0.00007088474,0.002706206,0.0002108587,0.0001581209,0.00008465441,0.0001304776,0.000008256573],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006127091,"about_ca_system_score_gemma":0.000065707,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001445021,"about_ca_topic_score_gemma":0.002795884,"domain_scores_codex":[0.9987248,0.00004834905,0.0005662802,0.000365642,0.00006877467,0.0002261294],"domain_scores_gemma":[0.9992909,0.0001144668,0.0002354346,0.0002869349,0.00004486268,0.00002740847],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001373987,0.00004656551,0.6087266,0.0001200692,0.00001789048,0.000003413017,0.001117031,0.001406927,0.000001040152,0.3816588,0.00001867774,0.006869232],"study_design_scores_gemma":[0.0001788871,0.0000173966,0.9713595,0.0000579985,0.00004196065,0.00000230408,0.00008103866,0.01622341,0.00000115929,0.003717061,0.00819553,0.0001237728],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937568,0.001410989,0.0006794062,0.0001462142,0.0003200601,0.0002355435,0.0002170533,0.00002481557,0.00320908],"genre_scores_gemma":[0.9983966,0.001323376,0.0001206273,0.00004162739,0.0000463147,0.00002875972,0.00002213628,0.000004414149,0.000016171],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3779417,"threshold_uncertainty_score":0.4483777,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04432266962720836,"score_gpt":0.2685466416885186,"score_spread":0.2242239720613102,"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."}}