{"id":"W4214842722","doi":"10.3390/jrfm15030115","title":"Impact of Financial Innovation and Institutional Quality on Financial Development in Emerging Markets","year":2022,"lang":"en","type":"article","venue":"Journal of risk and financial management","topic":"Economic Growth and Development","field":"Computer Science","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Business; Finance; Emerging markets; Quality (philosophy); Panel data; Sample (material); Financial market; Indirect finance; Financial system; Market data; Financial innovation; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003006666,0.0002018967,0.0003116249,0.001722479,0.0003970448,0.001705651,0.0002591278,0.0004671937,0.002568587],"category_scores_gemma":[0.01610439,0.00008284071,0.0004606274,0.001688664,0.001012457,0.001392803,0.001581687,0.0009836461,0.0001575387],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001009457,"about_ca_system_score_gemma":0.001186476,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00574711,"about_ca_topic_score_gemma":0.007973736,"domain_scores_codex":[0.998172,0.0006587869,0.0001737018,0.0001724058,0.0003655906,0.0004574422],"domain_scores_gemma":[0.9586756,0.01151641,0.02134227,0.0009276285,0.002869085,0.004669019],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005385239,0.0001104484,0.9874132,0.00001901277,0.00007435273,0.0001475795,0.0001137134,0.0007456356,0.00009787006,0.001223357,0.0001595656,0.009841358],"study_design_scores_gemma":[0.000004462555,0.00005554908,0.9974808,0.00001965777,0.00002941301,0.00004966057,0.0002458943,0.0009876463,0.0001163778,0.0006322126,0.0003723034,0.000005930165],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947608,0.0008892579,0.000387066,0.0004775176,0.000008490784,0.00001088286,0.0001914276,0.000005340923,0.003269201],"genre_scores_gemma":[0.9994874,0.0001788363,0.00007077665,0.00001827327,0.00001322604,0.000002357935,0.00006378327,0.000001007467,0.0001643127],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00574711,"threshold_uncertainty_score":0.01590097,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01294948944185353,"score_gpt":0.2468472837257213,"score_spread":0.2338977942838677,"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."}}