{"id":"W3151240011","doi":"10.2139/ssrn.904330","title":"Why are Some Public Officials More Corrupt than Others?","year":2005,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Corruption and Economic Development","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Political science; Public administration; Business; Public relations","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":[0.003461497,0.0001821628,0.0004926263,0.001037232,0.002882288,0.004240041,0.0004466467,0.001736403,0.01066889],"category_scores_gemma":[0.02664045,0.0002635088,0.0002714394,0.00149565,0.006572638,0.00248311,0.001132953,0.002465051,0.001476505],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001370566,"about_ca_system_score_gemma":0.001360216,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004632347,"about_ca_topic_score_gemma":0.008473036,"domain_scores_codex":[0.995011,0.00168251,0.0001694014,0.000427246,0.001041247,0.001668738],"domain_scores_gemma":[0.9601018,0.01251629,0.01487827,0.00190841,0.005787507,0.004807628],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005616473,0.0003991353,0.6402777,0.0006633506,0.0006286407,0.0008577266,0.02986904,0.0006845969,0.003377113,0.1455139,0.07243885,0.1047284],"study_design_scores_gemma":[0.0001788988,0.0003045592,0.7340327,0.0006467308,0.0003055527,0.00110723,0.07231557,0.0008466908,0.003056263,0.1118626,0.07521579,0.0001274986],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.795594,0.001789322,0.001897121,0.1230589,0.0006692864,0.00003587568,0.0002325724,0.00004729407,0.07667564],"genre_scores_gemma":[0.9902266,0.0004219884,0.0001458572,0.006190329,0.0002231667,0.000008461132,0.00002839325,0.00001754671,0.002737542],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01066889,"threshold_uncertainty_score":0.03569096,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02542406391007176,"score_gpt":0.285287665675213,"score_spread":0.2598636017651413,"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."}}