{"id":"W2789960656","doi":"10.26710/reads.v3i2.173","title":"Efficiency of Microfinance providers in Pakistan: An Empirical Investigation","year":2017,"lang":"en","type":"article","venue":"Review of Economics and Development Studies","topic":"Microfinance and Financial Inclusion","field":"Economics, Econometrics and Finance","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Microfinance; Data envelopment analysis; Loan; Business; Portfolio; Productivity; Sample (material); Quarter (Canadian coin); Returns to scale; Economics; Financial system; Finance; Economic growth; Production (economics)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0009616998,0.000166452,0.0002497197,0.001399946,0.0005203565,0.001171427,0.0003467693,0.0002969557,0.003510394],"category_scores_gemma":[0.003784936,0.0001626801,0.0002360667,0.002588965,0.0004871949,0.0009580608,0.0006115026,0.0005067663,0.0003600051],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00183582,"about_ca_system_score_gemma":0.002000591,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02803408,"about_ca_topic_score_gemma":0.02606758,"domain_scores_codex":[0.999106,0.0001470529,0.00006441429,0.0001116943,0.0002793837,0.0002913408],"domain_scores_gemma":[0.9923023,0.002535403,0.003195299,0.0001674456,0.001243256,0.0005563516],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006710753,0.0001511667,0.9741035,0.00010131,0.00003991536,0.0004026401,0.0008073062,0.001810265,0.0001158662,0.001410159,0.001522975,0.01946789],"study_design_scores_gemma":[0.000009344223,0.0001361042,0.9859803,0.00007623315,0.000036471,0.0002680297,0.00474302,0.00530587,0.0002402307,0.0005674487,0.002626019,0.00001092928],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949109,0.0004306271,0.0004740541,0.0004335127,0.000005246074,0.00002312891,0.0005177692,0.00000494607,0.003199826],"genre_scores_gemma":[0.9990137,0.0002592893,0.00009574144,0.00001745429,0.000008670516,0.000003521135,0.0001860613,8.532629e-7,0.0004147119],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02803408,"threshold_uncertainty_score":0.05574185,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1106530336520644,"score_gpt":0.3492420312327528,"score_spread":0.2385889975806883,"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."}}