{"id":"W2131015155","doi":"10.7202/1024295ar","title":"Transparency, Corruption, and Democratic Institutions1","year":2014,"lang":"en","type":"article","venue":"Les ateliers de l éthique","topic":"Corruption and Economic Development","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Transparency (behavior); Democracy; Scrutiny; Institution; Public institution; Political science; Law and economics; Sociology; Language change; Public administration; Law; Politics; Philosophy","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":[0.004869679,0.0003382281,0.0003001447,0.001622746,0.004813472,0.007821448,0.0005783938,0.002247103,0.004108801],"category_scores_gemma":[0.01212622,0.0002067004,0.0003274394,0.002702536,0.0153279,0.005763284,0.003356601,0.004246207,0.0004746402],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005865272,"about_ca_system_score_gemma":0.005068244,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003859723,"about_ca_topic_score_gemma":0.003386425,"domain_scores_codex":[0.992166,0.004505204,0.0002157603,0.0003448878,0.001594592,0.001173551],"domain_scores_gemma":[0.9906184,0.005912621,0.001789767,0.0005115654,0.0007059043,0.0004616815],"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":[0.00001157862,0.000009372643,0.0003648944,0.00003791937,0.000003131688,0.00003455418,0.001562463,0.0004788749,0.00003689455,0.990034,0.003079576,0.00434676],"study_design_scores_gemma":[0.00001211082,0.00002408023,0.001200193,0.0002669347,0.000005352425,0.0000799914,0.001326033,0.000768268,0.0002105474,0.8881009,0.1079837,0.00002188377],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05831071,0.03183758,0.02182866,0.1443723,0.001137246,0.00007321996,0.0001208876,0.0001323865,0.742187],"genre_scores_gemma":[0.9550743,0.008989858,0.002372107,0.004769977,0.0008140496,0.00005747309,0.00003962704,0.00003834716,0.02784432],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007821448,"threshold_uncertainty_score":0.04255575,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01989601340452929,"score_gpt":0.2729305486753798,"score_spread":0.2530345352708505,"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."}}