{"id":"W3174015039","doi":"10.3390/jrfm14070289","title":"Impact of Efficiency on Voluntary Disclosure of Non-Banking Financial Company—Microfinance Institutions in India","year":2021,"lang":"en","type":"article","venue":"Journal of risk and financial management","topic":"Microfinance and Financial Inclusion","field":"Economics, Econometrics and Finance","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Voluntary disclosure; Data envelopment analysis; Business; Microfinance; Finance; Accounting; Turnover; Panel data; Index (typography); Corporate social responsibility; Economics; Public relations; Economic growth","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":[0.002600721,0.0001227113,0.0001600222,0.001038033,0.0005618449,0.002630523,0.0005002548,0.000351718,0.001629261],"category_scores_gemma":[0.01700696,0.0001050172,0.0002341122,0.001383585,0.0009660296,0.001329654,0.001470288,0.0006524698,0.0001543269],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001632428,"about_ca_system_score_gemma":0.001703136,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008620975,"about_ca_topic_score_gemma":0.009638434,"domain_scores_codex":[0.9967105,0.001129229,0.0003326984,0.0002441392,0.000887107,0.0006962511],"domain_scores_gemma":[0.968013,0.01091444,0.0160133,0.001652668,0.00223151,0.001175027],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008970992,0.0001086077,0.9638801,0.00006470925,0.00007009882,0.0005020265,0.002519556,0.001459223,0.0004120856,0.004869039,0.000741264,0.02528355],"study_design_scores_gemma":[0.000004361027,0.00006790463,0.9874698,0.00007040684,0.00004356677,0.0004709777,0.00441875,0.002216667,0.0008771838,0.001416077,0.002922391,0.00002184372],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949408,0.0002687116,0.0002531354,0.0005382954,0.000004540802,0.000008001729,0.0001122786,0.000006653358,0.003867593],"genre_scores_gemma":[0.9996235,0.00005926606,0.00003819133,0.00001909199,0.000003185439,9.34773e-7,0.00002714868,8.399011e-7,0.0002278483],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008620975,"threshold_uncertainty_score":0.01714158,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01298588755509179,"score_gpt":0.2414568925183382,"score_spread":0.2284710049632464,"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."}}