{"id":"W4318486310","doi":"10.3390/jrfm16020078","title":"Empirical Research Study on the Determinants of Market Indicators for 41 Financial Institutions","year":2023,"lang":"en","type":"article","venue":"Journal of risk and financial management","topic":"Banking stability, regulation, efficiency","field":"Economics, Econometrics and Finance","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Business; Capital market; Finance; Financial system; Stock market; Revenue; Debt; Financial market; Empirical research; Indirect finance; Economics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006184245,0.0001030961,0.0003353097,0.0009641144,0.000435654,0.00004046249,0.0003201741,0.00006630444,0.00001968529],"category_scores_gemma":[0.001842953,0.00008281309,0.0001256055,0.001202432,0.0001874238,0.00008978683,0.000132899,0.0002481795,0.00001059987],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007690892,"about_ca_system_score_gemma":0.00006805358,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001933898,"about_ca_topic_score_gemma":0.00003905462,"domain_scores_codex":[0.9984173,0.00008965519,0.0008293291,0.0002292698,0.0001739898,0.0002604445],"domain_scores_gemma":[0.9986242,0.0004381319,0.0005346422,0.0002568141,0.00009978569,0.0000463937],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001585461,0.0005783759,0.8801798,0.0000512699,0.00001918482,0.00001080906,0.002050377,0.00009036821,2.061253e-7,0.0806653,0.005619074,0.0305767],"study_design_scores_gemma":[0.0006416392,0.000561012,0.9162066,0.00003201861,0.00001642868,9.960619e-7,0.0004007965,0.0002139369,0.00000402976,0.04020657,0.04163668,0.00007930645],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951412,0.0001874995,0.002192089,0.0002661317,0.0004587243,0.0006629449,0.00007771522,0.00000699446,0.001006715],"genre_scores_gemma":[0.9991556,0.0003673316,0.0001593974,0.00002809635,0.0001362144,0.00003382808,6.587795e-7,0.000009026466,0.0001098417],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04045872,"threshold_uncertainty_score":0.337702,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09389174141428425,"score_gpt":0.3503214843874867,"score_spread":0.2564297429732024,"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."}}