{"id":"W3123104487","doi":"10.3390/jrfm15050206","title":"What’s Different about Bank Holding Companies?","year":2022,"lang":"en","type":"article","venue":"Journal of risk and financial management","topic":"Banking stability, regulation, efficiency","field":"Economics, Econometrics and Finance","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Desk; Business; Loan; Value (mathematics); Corporate governance; Finance; Financial system; Engineering; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.001113832,0.0002989142,0.0008313254,0.0005454167,0.001085394,0.005144497,0.001315309,0.004429629,0.01146532],"category_scores_gemma":[0.006637411,0.0003667858,0.0007189151,0.0009239423,0.001881511,0.006465857,0.0007863017,0.002690148,0.0009890534],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002302495,"about_ca_system_score_gemma":0.001633857,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02473503,"about_ca_topic_score_gemma":0.01489576,"domain_scores_codex":[0.9993891,0.0002000205,0.0000215694,0.0001431593,0.00007934821,0.0001668527],"domain_scores_gemma":[0.997498,0.0009891865,0.0007668571,0.0001261971,0.0002103516,0.0004094562],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0001345977,0.0001749165,0.02527829,0.0001594805,0.0001105848,0.001016334,0.0009808468,0.1314895,0.0008047463,0.7994519,0.01781769,0.02258109],"study_design_scores_gemma":[0.00007845796,0.00007718333,0.01008888,0.0001570086,0.00006009749,0.0003902022,0.00116851,0.164291,0.0002481113,0.8047496,0.01860582,0.00008510725],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5187979,0.007345018,0.09589038,0.2216257,0.0006904917,0.0001735407,0.00281473,0.0002233107,0.1524389],"genre_scores_gemma":[0.9817577,0.002018514,0.002080817,0.002336174,0.0003008851,0.00003777148,0.0002444987,0.00002510761,0.01119846],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02473503,"threshold_uncertainty_score":0.04918212,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01539863064813017,"score_gpt":0.2115677803760588,"score_spread":0.1961691497279286,"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."}}