{"id":"W3205240047","doi":"10.3390/jrfm14100492","title":"Democracy and Corruption","year":2021,"lang":"en","type":"article","venue":"Journal of risk and financial management","topic":"Corruption and Economic Development","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Fractionalization; Democracy; Autocracy; Language change; Accountability; Development economics; Panel data; Economics; Ethnic group; Political science; Political economy; Econometrics; Politics; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.00105998,0.0001562539,0.0003078035,0.0006496533,0.0004577898,0.001346292,0.0001764692,0.0005435692,0.006257849],"category_scores_gemma":[0.006899919,0.0001337828,0.0004603127,0.001281806,0.0006669654,0.0007315466,0.001122604,0.001276796,0.0004896935],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007563323,"about_ca_system_score_gemma":0.0005322465,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002289514,"about_ca_topic_score_gemma":0.002957876,"domain_scores_codex":[0.998695,0.0006350842,0.0000568539,0.000151047,0.0001417945,0.0003202474],"domain_scores_gemma":[0.986672,0.005235175,0.006015265,0.0005269159,0.0005287377,0.001022045],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001059105,0.0001241829,0.9647185,0.00005586812,0.0003002291,0.0001012655,0.0003793207,0.007123488,0.0001442807,0.01224111,0.001530743,0.0131752],"study_design_scores_gemma":[0.00002559527,0.0002041667,0.9652134,0.0001386255,0.00009514151,0.0002212562,0.0007264705,0.007551196,0.000316276,0.01971354,0.005763969,0.000030369],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9806352,0.001119474,0.001253062,0.002021861,0.00002343481,0.00001683742,0.0006943204,0.00001227753,0.01422363],"genre_scores_gemma":[0.9988776,0.0002186636,0.00009586041,0.00006570161,0.00001592696,0.000005234656,0.0001608515,0.000001633093,0.000558426],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006257849,"threshold_uncertainty_score":0.02093464,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01194228400766974,"score_gpt":0.25099857975011,"score_spread":0.2390562957424403,"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."}}