{"id":"W2920832917","doi":"10.3968/10553","title":"Variations on a Theme: Corruption in Mexico and the U.S.","year":2018,"lang":"en","type":"article","venue":"Canadian social science","topic":"Corruption and Economic Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Language change; Theme (computing); Public opinion; Opinion poll; Political science; Positive economics; Sociology; Political economy; Law; Economics; Politics","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":[0.002137905,0.00009169865,0.0002033432,0.001870738,0.003165663,0.001809667,0.0002646796,0.0005596768,0.001287954],"category_scores_gemma":[0.006035241,0.00006853323,0.0001205136,0.003153191,0.001888804,0.0008403571,0.001661205,0.0008444928,0.00004998536],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002808725,"about_ca_system_score_gemma":0.001755678,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.103325,"about_ca_topic_score_gemma":0.1269587,"domain_scores_codex":[0.9988973,0.000445133,0.00006407988,0.0001369122,0.0002306388,0.0002259291],"domain_scores_gemma":[0.9961011,0.001692648,0.001070835,0.0001476869,0.0007767077,0.0002109176],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002445064,0.0000615554,0.4376228,0.0005142595,0.00009623748,0.0009240433,0.3981481,0.0002744869,0.003591879,0.06283493,0.02318544,0.07250175],"study_design_scores_gemma":[0.000008037407,0.0000335911,0.8235794,0.0002773831,0.00004180054,0.0002202115,0.1266664,0.0001809841,0.0008180984,0.001502813,0.0466404,0.00003105514],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.962718,0.002339922,0.0003507164,0.01394599,0.0001162304,0.000009978374,0.000409913,0.000008700894,0.02010053],"genre_scores_gemma":[0.9972098,0.0007342494,0.0001311887,0.0006060516,0.00005540598,0.000008719273,0.0001107096,0.000005583944,0.001138296],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.103325,"threshold_uncertainty_score":0.2054471,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02567019335542486,"score_gpt":0.2916114769839731,"score_spread":0.2659412836285482,"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."}}