{"id":"W4397049992","doi":"10.52058/2786-5274-2024-5(33)-18-32","title":"INFLUENCE OF ANTI-CORRUPTION POLICY ON PUBLIC ADMINISTRATIVE TRANSFORMATION AND DEVELOPMENT OF CIVIL SOCIETY IN UKRAINE","year":2024,"lang":"uk","type":"article","venue":"Наукові інновації та передові технології","topic":"Economic Issues in Ukraine","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute on Governance","funders":"","keywords":"Language change; Civil society; Political science; Public administration; Transformation (genetics); Development economics; Economics; Law; Politics","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002158291,0.0005980104,0.001324388,0.001372771,0.0001360075,0.0001658365,0.0004731997,0.0005117234,0.0002521929],"category_scores_gemma":[0.0003150217,0.0007252476,0.0002806078,0.001241037,0.0004758937,0.0011235,0.0001520355,0.0006484017,0.0001742868],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008231843,"about_ca_system_score_gemma":0.001239419,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003422083,"about_ca_topic_score_gemma":0.0004419633,"domain_scores_codex":[0.9949429,0.00007056961,0.00302294,0.001021514,0.0001777514,0.0007643234],"domain_scores_gemma":[0.9977918,0.0003440086,0.000940898,0.0005844737,0.0001370705,0.000201737],"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":[0.0001693595,0.001251253,0.01992728,0.006154783,0.0008918121,0.00001811651,0.1504933,0.004910086,0.002010243,0.7863412,0.0002915054,0.02754095],"study_design_scores_gemma":[0.01098377,0.003155674,0.530594,0.007536275,0.0001517387,0.0000932803,0.006799588,0.05895508,0.03174627,0.03271361,0.3118768,0.005393915],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9636452,0.005584312,0.0008182725,0.001742505,0.0004430516,0.0008268383,0.0006794278,0.00005897081,0.02620148],"genre_scores_gemma":[0.9939864,0.003714937,0.00133176,0.0002030545,0.000194163,0.00006203445,0.0001343997,0.00007804383,0.0002951551],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7536277,"threshold_uncertainty_score":0.9995199,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05962372565822554,"score_gpt":0.2913456557238308,"score_spread":0.2317219300656053,"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."}}