{"id":"W7134923694","doi":"10.32782/2709-9261-2025-4-16-31","title":"FORMATION OF AN ADMINISTRATIVE AND LEGAL MECHANISM FOR QUALITY CONTROL OF POLICE SERVICES UNDER SPECIAL LEGAL REGIME","year":2025,"lang":"","type":"article","venue":"Ukrainian polyceistics theory legislation practice","topic":"Economic Issues in Ukraine","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quality (philosophy); Control (management); Mechanism (biology); Legislation; Law enforcement","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.006411873,0.0005328567,0.001405033,0.0006962981,0.0003410245,0.0003000841,0.000547883,0.0005424236,0.0001612589],"category_scores_gemma":[0.003802636,0.0007241495,0.0002472544,0.0004005044,0.0006077969,0.003726252,0.0001254513,0.0004422473,0.00001660271],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002689733,"about_ca_system_score_gemma":0.0004003556,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001442796,"about_ca_topic_score_gemma":0.0006876811,"domain_scores_codex":[0.9942997,0.0007416157,0.003388633,0.0008726241,0.000149919,0.0005475059],"domain_scores_gemma":[0.986284,0.006175342,0.005573314,0.0009588978,0.0008273909,0.0001810628],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.003868983,0.0005174304,0.00003196154,0.0007070997,0.0005231135,0.000001635934,0.02030111,0.0002082145,0.0001595509,0.9722697,0.0000139316,0.001397283],"study_design_scores_gemma":[0.01152834,0.002283297,0.0009355851,0.0003873295,0.001107138,0.00005896784,0.02111024,0.07770823,0.003220432,0.6901812,0.1900505,0.001428711],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.09667306,0.001657414,0.5086841,0.008364644,0.004947452,0.003545676,0.00937984,0.00006981022,0.366678],"genre_scores_gemma":[0.984494,0.0002381007,0.009561096,0.001669429,0.001027093,0.00004908735,0.0001676787,0.00005911984,0.002734386],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.887821,"threshold_uncertainty_score":0.999521,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03418192591696986,"score_gpt":0.3245659327341303,"score_spread":0.2903840068171605,"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."}}