{"id":"W4413751784","doi":"10.70286/isu-27.08.2025.004","title":"КОРУПЦІЯ ЯК СКЛАДНА ПРОБЛЕМА РОЗВИТКУ БІЗНЕСУ В УКРАЇНІ","year":2025,"lang":"uk","type":"article","venue":"","topic":"Military Technology and Strategies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000769529,0.00035083,0.0003761374,0.001321423,0.0008867875,0.002045499,0.0004083903,0.0005815391,0.04662198],"category_scores_gemma":[0.0009901994,0.0002916516,0.0002415041,0.001707443,0.0006097868,0.0005924837,0.0006539673,0.000852775,0.02030062],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006545441,"about_ca_system_score_gemma":0.001331192,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003338106,"about_ca_topic_score_gemma":0.004363016,"domain_scores_codex":[0.9993547,0.00008225311,0.00004147955,0.0001233412,0.0003367679,0.00006148771],"domain_scores_gemma":[0.9995528,0.0001014906,0.00006254861,0.00006717876,0.0001538381,0.00006214003],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000212397,0.00009740736,0.002829027,0.0008868682,0.00002791335,0.001575403,0.0007259523,0.001410544,0.02423353,0.05030736,0.03530879,0.8823848],"study_design_scores_gemma":[0.00002357021,0.0001427147,0.01032025,0.0002955058,0.00004943373,0.002689174,0.0004551411,0.001087137,0.008897693,0.01301446,0.9629647,0.00006023033],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1017556,0.0879129,0.1360633,0.006165851,0.00514219,0.0007209483,0.004943154,0.002033765,0.6552624],"genre_scores_gemma":[0.5586861,0.05625994,0.1332485,0.0006627418,0.001684069,0.0006037886,0.002661247,0.0005440429,0.2456497],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04662198,"threshold_uncertainty_score":0.155966,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004580937795944408,"score_gpt":0.2091217498842484,"score_spread":0.204540812088304,"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."}}