{"id":"W4405088123","doi":"10.53555/sfs.v10i1.2921","title":"Self-Regulatory and Self-Governance Frameworks of Microfinance Programme in Kerala","year":2023,"lang":"en","type":"article","venue":"Journal of Survey in Fisheries Sciences","topic":"Microfinance and Financial Inclusion","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Microfinance; Corporate governance; Business; Economic growth; 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":[0.005181891,0.0001433537,0.0005865359,0.0003856588,0.00009383039,0.00006623672,0.0004354964,0.0002087508,0.00001727546],"category_scores_gemma":[0.0004327034,0.000144143,0.00007122227,0.001931588,0.0003210278,0.0006875196,0.0001387149,0.0003902242,0.000008120262],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009907693,"about_ca_system_score_gemma":0.0001281364,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000900721,"about_ca_topic_score_gemma":0.0007608329,"domain_scores_codex":[0.9979981,0.0000601615,0.001142989,0.000284307,0.0001195932,0.0003948141],"domain_scores_gemma":[0.9984961,0.0001871009,0.001048318,0.0001389233,0.00008086243,0.00004872237],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002741018,0.0001301283,0.9916506,0.00005274821,0.000006323402,0.00001773698,0.001150306,0.00003837641,0.0000746231,0.004598905,0.0007351403,0.001517717],"study_design_scores_gemma":[0.0003944521,0.0002027447,0.9832513,0.0001311898,0.000001252753,0.000009955679,0.00008764209,0.000175485,0.0002113352,0.006967511,0.008406381,0.0001607937],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927181,0.005304585,0.00004629852,0.0005503377,0.0005133484,0.0001190463,0.00002906679,0.00001170049,0.0007075018],"genre_scores_gemma":[0.9868394,0.009721552,0.003223597,0.00006660517,0.0000439596,0.000004002487,0.000001120147,0.000009968267,0.00008979951],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008399327,"threshold_uncertainty_score":0.5877981,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09148707086525726,"score_gpt":0.2438440250609331,"score_spread":0.1523569541956759,"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."}}