{"id":"W4402963519","doi":"10.1016/j.intfin.2024.102063","title":"Financial sector development and microcredit to small firms","year":2024,"lang":"en","type":"article","venue":"Journal of International Financial Markets Institutions and Money","topic":"Microfinance and Financial Inclusion","field":"Economics, Econometrics and Finance","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Economics; Financial sector development; Financial sector; Microfinance; Finance; Financial system; 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":[0.0006106697,0.0001786698,0.0003292703,0.0005974558,0.0002379518,0.000166314,0.0002202543,0.0001356412,0.00008108989],"category_scores_gemma":[0.0004760133,0.0001794597,0.0001023562,0.0002531378,0.00007918108,0.0003626453,0.0001778955,0.0002729161,0.00005371288],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001782552,"about_ca_system_score_gemma":0.0003470097,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004852854,"about_ca_topic_score_gemma":0.0000672383,"domain_scores_codex":[0.9985695,0.000008061485,0.0008331682,0.0002962489,0.00007953994,0.0002134774],"domain_scores_gemma":[0.9993963,0.00003903422,0.000217474,0.00009130178,0.0001332504,0.0001226155],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000327531,0.0002003024,0.006625746,0.0001232271,0.0000817818,0.0003030247,0.002115479,0.00003932737,0.001395427,0.8726155,0.02820077,0.08797193],"study_design_scores_gemma":[0.000355931,0.00009314186,0.07389572,0.0002915385,0.000008326751,0.0001720939,0.00001606988,0.00008815416,0.0004184967,0.006877243,0.9175583,0.0002250374],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9482036,0.01037001,0.02894053,0.002392882,0.004833276,0.0001678657,0.0001699657,0.00002056197,0.004901312],"genre_scores_gemma":[0.9857248,0.002453259,0.008721061,0.0006933865,0.001167234,0.00001383184,0.00001027096,0.00001751513,0.001198657],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8893574,"threshold_uncertainty_score":0.7318153,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03264226580309351,"score_gpt":0.2405579152614107,"score_spread":0.2079156494583172,"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."}}