{"id":"W4406768772","doi":"10.1177/08969205241310197","title":"The OECD and Ritualized Isomorphism: Anti-Corruption Monitoring, the ‘Narrow View’ of Corruption and the Transnational Political Order","year":2025,"lang":"en","type":"article","venue":"Critical Sociology","topic":"Elite Sociology and Global Capitalism","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Language change; Isomorphism (crystallography); Political corruption; Politics; Order (exchange); Political science; Political economy; Economic system; Sociology; Economics; Law; Philosophy; Linguistics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.002016109,0.0001023467,0.0002288897,0.00001858751,0.001760142,0.00003748972,0.0002105872,0.0003408,0.00005155251],"category_scores_gemma":[0.001994943,0.00005487389,0.0000752162,0.00008004207,0.01856432,0.00006658093,0.00004991805,0.0003572152,0.00000367291],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004053766,"about_ca_system_score_gemma":0.0001163848,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000170347,"about_ca_topic_score_gemma":0.00003720306,"domain_scores_codex":[0.9973677,0.001616872,0.000268458,0.0001924803,0.000170855,0.0003836694],"domain_scores_gemma":[0.9933912,0.00614599,0.00003925436,0.0001220477,0.0002371145,0.00006438819],"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":[0.0000510303,0.00002188973,0.005127007,0.00001108067,0.00002482922,5.078875e-7,0.0052818,2.306962e-7,0.0000577417,0.9885961,0.0002146496,0.0006130621],"study_design_scores_gemma":[0.0009897773,0.00004517304,0.06574912,0.000009138011,0.000101696,0.000004676836,0.01619092,0.00005620852,0.00001659383,0.9005034,0.01624291,0.00009041996],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6138497,0.01025562,0.0004418855,0.3693241,0.001099315,0.0003512426,0.00001852229,0.00003125333,0.004628424],"genre_scores_gemma":[0.9970063,0.0006121742,0.00004319731,0.001893394,0.0002040254,0.00003750801,0.000004134043,0.000003539938,0.0001957476],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3831566,"threshold_uncertainty_score":0.9995394,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0199184728880444,"score_gpt":0.364967158332234,"score_spread":0.3450486854441896,"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."}}