{"id":"W45601608","doi":"","title":"The Nature of Consumer Law Reforms in Developing and Transitional Countries: A Brief Literature Review","year":2010,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"European and International Contract Law","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Law reform; Watson; Comparative law; Political science; International law; Democracy; Law; Developing country; Economics; 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":[0.002888585,0.00006495736,0.0001035356,0.0000278112,0.0003613225,0.00008972642,0.0002051973,0.00008287979,0.00001766201],"category_scores_gemma":[0.0001671746,0.00004063289,0.00004383891,0.0001280049,0.0002690286,0.0002621206,0.000009018644,0.002137924,0.000001839741],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001400531,"about_ca_system_score_gemma":0.001359465,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006551766,"about_ca_topic_score_gemma":0.02026793,"domain_scores_codex":[0.9987622,0.0001047812,0.0002227764,0.00008090177,0.0002855196,0.0005438109],"domain_scores_gemma":[0.9994568,0.0001165416,0.0001067403,0.00005382466,0.0002295188,0.00003663806],"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":[0.00001696727,0.000005120355,0.0001013165,0.00001694991,0.00001894984,0.000002530694,0.0002832038,3.276308e-8,0.00003571132,0.9983936,0.00005707863,0.001068573],"study_design_scores_gemma":[0.0002576308,0.00002161567,0.0005050975,0.0007181679,0.00000806774,0.000121921,0.0002100608,0.000001278223,0.00001716096,0.09915528,0.8989084,0.00007535276],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1685562,0.6493858,0.0001467888,0.07940571,0.001003717,0.0005848792,0.00002617688,0.00003034251,0.1008604],"genre_scores_gemma":[0.5823547,0.4144786,0.00002953492,0.00241888,0.0001371303,0.000001396595,0.000002057588,0.000004811392,0.0005728837],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.8992383,"threshold_uncertainty_score":0.9976096,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005190958444964657,"score_gpt":0.2786744712051249,"score_spread":0.2734835127601603,"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."}}