{"id":"W4205434438","doi":"10.31219/osf.io/qpzc2","title":"Policy Responsiveness in Developing Democracies: Evidence from Latin America","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Local Government Finance and Decentralization","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Latin Americans; Unitary state; Government (linguistics); Ideology; State (computer science); Socioeconomic status; Political science; Position (finance); Empirical evidence; Phenomenon; Developing country; Inequality; Development economics; Economics; Political economy; Economic growth; Sociology; Politics; Population; Demography; Finance","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002558089,0.0002089395,0.0004632249,0.001908199,0.001175868,0.001855072,0.0003935763,0.0003839301,0.004117175],"category_scores_gemma":[0.009252574,0.0001856427,0.0002628909,0.004765902,0.002218461,0.0008715786,0.002099486,0.0008530299,0.0002972948],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002109071,"about_ca_system_score_gemma":0.001072587,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08215122,"about_ca_topic_score_gemma":0.0695617,"domain_scores_codex":[0.9983657,0.0007367389,0.00008770799,0.0002339141,0.0001677842,0.0004081697],"domain_scores_gemma":[0.9893281,0.004488185,0.003801873,0.0007351969,0.001069496,0.0005772146],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000540048,0.0003072755,0.9259307,0.0004721181,0.0002429973,0.0005498747,0.03123724,0.0007180743,0.0007029401,0.008483755,0.00229635,0.02851863],"study_design_scores_gemma":[0.00006919663,0.00008444539,0.9620186,0.0001830779,0.00007500164,0.00008729156,0.02555077,0.000248379,0.0002333581,0.001360504,0.01006911,0.0000201439],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9743513,0.001339666,0.0001886785,0.001475558,0.00001046513,0.00001968021,0.0005127098,0.000007658173,0.02209429],"genre_scores_gemma":[0.9985971,0.0006251683,0.00004196529,0.0001692732,0.00001300682,0.00001206984,0.0002133502,0.000004771773,0.0003233021],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08215122,"threshold_uncertainty_score":0.1633461,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06900672094656743,"score_gpt":0.3732074999237331,"score_spread":0.3042007789771657,"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."}}