{"id":"W4417439273","doi":"10.1080/21599165.2025.2604496","title":"(Anti)corruption and conditionality in the geopolitical enlargement: Ukraine’s EU accession in comparative perspective","year":2025,"lang":"en","type":"article","venue":"East European Politics","topic":"Corruption and Economic Development","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Geopolitics; Conditionality; Accession; Perspective (graphical); European union; International relations","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001227034,0.00009066008,0.0001332439,0.0001427778,0.0002698032,0.0001098648,0.0001782293,0.00002909338,0.0001927353],"category_scores_gemma":[0.0001772764,0.00007988753,0.00002521426,0.0002034112,0.0002904111,0.0001370722,0.00008676021,0.0001694953,0.00009081797],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003690684,"about_ca_system_score_gemma":0.0001560022,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001094539,"about_ca_topic_score_gemma":0.001044704,"domain_scores_codex":[0.9983428,0.0007641443,0.0002536436,0.000211121,0.0001260887,0.0003022284],"domain_scores_gemma":[0.9995862,0.0001405787,0.00004391341,0.0000993984,0.00006327937,0.00006664939],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.000004351978,0.00008199232,0.01553989,0.000004954298,0.000004677422,0.000007678469,0.03392431,0.000004908456,0.000002020832,0.9497138,0.0003571914,0.0003542672],"study_design_scores_gemma":[0.0004927473,0.000008533729,0.8255082,0.0000523974,0.000005247768,0.000001279376,0.09817392,0.000116004,0.000001686904,0.01354017,0.06198948,0.0001102667],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5281955,0.00005007257,0.00005182629,0.006147134,0.0001571057,0.0001849155,0.00001580012,0.00001643631,0.4651812],"genre_scores_gemma":[0.9952975,0.00003252233,0.00004054701,0.002298946,0.0001035769,0.000007681536,0.00001421254,0.000003717131,0.002201309],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9361736,"threshold_uncertainty_score":0.3257719,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05920809833531313,"score_gpt":0.3799258226795535,"score_spread":0.3207177243442404,"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."}}