{"id":"W2469454722","doi":"10.5539/jpl.v9n5p47","title":"Reviewing the Strategies of Dealing with Corruption in the Europe Union Countries with Regulatory System of the Group of States against Corruption (GRECO)","year":2016,"lang":"en","type":"article","venue":"Journal of Politics and Law","topic":"Corruption and Economic Development","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Convention; Transparency (behavior); European union; Language change; Political science; Legislature; Law; Public administration; Business; International trade","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002013902,0.00005595724,0.0001689938,0.00003158886,0.0001404551,0.00002914506,0.0001353649,0.00002230327,0.000004525651],"category_scores_gemma":[0.00002224503,0.00002128164,0.00002877165,0.00008253724,0.000415464,0.0001601525,0.0000135271,0.00006161191,1.460296e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006241545,"about_ca_system_score_gemma":0.0001621994,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003814251,"about_ca_topic_score_gemma":0.001070454,"domain_scores_codex":[0.9989849,0.000227666,0.0004081781,0.00004577151,0.0002334345,0.0001001001],"domain_scores_gemma":[0.9988369,0.0001615411,0.0006689588,0.00008639564,0.0002228696,0.00002336671],"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":[0.00003468068,0.00001832696,0.01375162,0.0001329097,0.00002384156,0.00000109044,0.008664581,0.0001643254,0.0002210902,0.9747595,0.000005925565,0.00222212],"study_design_scores_gemma":[0.003563326,0.001223615,0.4497054,0.0177069,0.0003380389,0.0001457285,0.413496,0.0002801959,0.0009547349,0.004045954,0.1080387,0.0005012942],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946806,0.000256406,0.000260105,0.000890864,0.000113849,0.0001194736,0.000005364735,0.000001728478,0.003671539],"genre_scores_gemma":[0.9984826,0.001318483,0.0000443544,0.00007014702,0.00003834733,7.095339e-7,2.680875e-7,0.000003618205,0.00004144861],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9707136,"threshold_uncertainty_score":0.1530794,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01988851674026798,"score_gpt":0.2533892177080914,"score_spread":0.2335007009678234,"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."}}