{"id":"W3185918894","doi":"10.1093/oxfordhb/9780198858218.013.24","title":"International Efforts to Combat Corruption","year":2021,"lang":"en","type":"book-chapter","venue":"Oxford University Press eBooks","topic":"Corruption and Economic Development","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Language change; Money laundering; Government (linguistics); Political science; Quality (philosophy); Soft law; International law; Control (management); Business; Law and economics; Political economy; Law; Economics; Management","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":[0.0011127,0.0003716532,0.0001989827,0.001267337,0.001226339,0.003207779,0.0002796908,0.0007194994,0.008120836],"category_scores_gemma":[0.001411558,0.00009874304,0.0002264059,0.001898379,0.002956757,0.001439344,0.002050305,0.002130547,0.001322299],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002057845,"about_ca_system_score_gemma":0.002404369,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002894856,"about_ca_topic_score_gemma":0.003278809,"domain_scores_codex":[0.99918,0.000346312,0.00003372523,0.00008564159,0.0002034988,0.0001508629],"domain_scores_gemma":[0.9993756,0.0002079095,0.00009479852,0.00008798253,0.0001547017,0.00007884733],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000007204653,0.00003543655,0.0008767215,0.0001977795,0.000007872953,0.00004277804,0.002815062,0.0005247181,0.0004117494,0.8684462,0.03470271,0.09193175],"study_design_scores_gemma":[0.000003923665,0.00002468629,0.002244605,0.0007536804,0.000007121357,0.00008863826,0.001233025,0.0002631196,0.0004846145,0.03246241,0.9624293,0.00000495395],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.007834737,0.01901773,0.001246345,0.008732969,0.0004858081,0.00001881023,0.00003216852,0.00005131797,0.9625801],"genre_scores_gemma":[0.5976313,0.07354712,0.004719332,0.005476873,0.001052918,0.0001086852,0.000215879,0.0001391809,0.3171087],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.008120836,"threshold_uncertainty_score":0.0271669,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03870714366087093,"score_gpt":0.2488300396734763,"score_spread":0.2101228960126054,"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."}}