{"id":"W4400027254","doi":"10.2139/ssrn.4844691","title":"Finance, State-Owned Enterprises and Development: A Comparative Study of Pawnshops in Brazil, Mexico and Taiwan","year":2024,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"State Capitalism and Financial Governance","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"State (computer science); Business; Finance; Political science","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":[0.0005441409,0.0001604543,0.0002622715,0.0002303979,0.0001092773,0.0001836224,0.0001188478,0.00002842817,0.000006021727],"category_scores_gemma":[0.00002056755,0.0001370139,0.00002130914,0.0003310843,0.00005302399,0.0007516523,0.00009025187,0.0005027977,0.000006316326],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001102426,"about_ca_system_score_gemma":0.0003189668,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002559632,"about_ca_topic_score_gemma":0.004955502,"domain_scores_codex":[0.9985242,0.00001332728,0.0003411623,0.000227131,0.0001848195,0.0007093472],"domain_scores_gemma":[0.9996867,0.0000248183,0.0001603316,0.00006443347,0.00005431847,0.00000940524],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008892799,0.001084804,0.633249,0.0004626726,0.0005059425,0.0002355955,0.03353748,0.0001178077,0.0002891835,0.1841418,0.0009620469,0.1445244],"study_design_scores_gemma":[0.0061908,0.0006395266,0.7677882,0.0006864804,0.0001208428,0.0001393577,0.0483429,0.001270443,0.000112234,0.1284738,0.04520134,0.001034151],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9907971,0.007837296,0.0004931327,0.000106078,0.0001268963,0.0001962616,0.000002555731,0.000017714,0.0004229411],"genre_scores_gemma":[0.9983208,0.001322886,0.0000206511,0.00005796477,0.00007618616,0.000008748019,0.000002345167,0.0000143618,0.0001760636],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1434902,"threshold_uncertainty_score":0.5587265,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01129721916075058,"score_gpt":0.2416916560020482,"score_spread":0.2303944368412977,"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."}}