{"id":"W4410090120","doi":"10.17656/jlps.10265","title":"The penal role of the Kurdistan Region of Iraq Integrity Commission in combating corruption crimes in the region","year":2024,"lang":"en","type":"article","venue":"Journal of Legal and Political Studies","topic":"Economic Sanctions and International Relations","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Commission; Language change; Political science; Criminology; Law; Sociology; Art","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005413532,0.00004941807,0.0001720921,0.00008193136,0.00009437519,0.00003409024,0.000111116,0.00002978649,0.000003447282],"category_scores_gemma":[0.0003955677,0.00002525376,0.00008764109,0.0001043526,0.000163635,0.0001334621,0.0000365079,0.0002924786,6.512684e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008194936,"about_ca_system_score_gemma":0.00002170289,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003114014,"about_ca_topic_score_gemma":0.0001061074,"domain_scores_codex":[0.9991749,0.00004487651,0.0005942113,0.00005824513,0.00003999212,0.00008780203],"domain_scores_gemma":[0.9990817,0.0005730343,0.0002134722,0.00006202715,0.00005411181,0.00001562906],"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":[0.00001517834,0.00002905631,0.06421181,0.00001615912,0.00002676165,0.000001435968,0.0008000738,0.00001466757,0.00000463937,0.9339314,0.0003231573,0.0006256897],"study_design_scores_gemma":[0.0002838391,0.0001436519,0.4801762,0.0004147303,0.00001587489,0.00009812217,0.009665539,0.00257664,0.00004550406,0.4648005,0.04171427,0.00006517201],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9499681,0.01449856,0.00009903361,0.01250478,0.0003665577,0.00006695866,0.000008255304,0.000001342872,0.02248644],"genre_scores_gemma":[0.9986742,0.000964046,0.00001350668,0.00005178536,0.00007939511,0.000001734644,1.975941e-7,0.000002337731,0.000212782],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4691309,"threshold_uncertainty_score":0.127069,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07948173103387537,"score_gpt":0.3156124002001787,"score_spread":0.2361306691663033,"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."}}