{"id":"W4401542261","doi":"10.31920/1750-4562/2023/v18n3a1","title":"Regulation and performance of microfinance institutions within the West African Economic and Monetary Union","year":2023,"lang":"en","type":"article","venue":"African Journal of Business and Economic Research","topic":"Microfinance and Financial Inclusion","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université TÉLUQ; Université du Québec à Montréal","funders":"","keywords":"Microfinance; Economics; Financial system; Development economics; Political science; Economic growth","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002916147,0.000130041,0.0004346444,0.0005787706,0.00043393,0.00008505833,0.0002316749,0.00008271703,0.00002562109],"category_scores_gemma":[0.00006987734,0.0001144452,0.00004219584,0.0004122639,0.0006335126,0.0005539763,0.0002282154,0.0002584762,0.00003688607],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001123495,"about_ca_system_score_gemma":0.0001656215,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001185583,"about_ca_topic_score_gemma":0.0001546917,"domain_scores_codex":[0.9985493,0.00004611742,0.0008202873,0.0002658581,0.00004743486,0.0002709756],"domain_scores_gemma":[0.9988486,0.0001228146,0.0006330223,0.000219479,0.0000990247,0.00007710413],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00075448,0.0001163941,0.6312152,0.0004681618,0.000163604,0.0000219027,0.006431596,0.008209865,0.003017456,0.3134677,0.003934354,0.03219926],"study_design_scores_gemma":[0.0006194402,0.0002501858,0.9695322,0.0001107369,0.000008624273,0.00008101259,0.00075637,0.006701586,0.0002547371,0.0111556,0.01034271,0.0001867961],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921741,0.003325954,0.00009868289,0.00241702,0.0002710889,0.0001548049,0.00005053653,0.000004806961,0.001502999],"genre_scores_gemma":[0.9844792,0.01496634,0.0001320083,0.00001507679,0.0001481113,0.000006309449,0.000004721113,0.00001432337,0.0002338448],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.338317,"threshold_uncertainty_score":0.4666941,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08290430689386319,"score_gpt":0.2844095563363293,"score_spread":0.2015052494424661,"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."}}