{"id":"W4416101411","doi":"10.63341/naia-chasopis/3.2025.09","title":"ISSN 2519-4216 e-ISSN 2519-4313 UDC 34","year":2025,"lang":"en","type":"article","venue":"Ûridičnij časopis Nacìonalʹnoï akademìï vnutrìšnìh sprav","topic":"Ukrainian Legal and Forensic Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Legislation; Relevance (law); Law enforcement; Enforcement; Population; Criminal law; Narcotic; Drug control; Drug user","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001153369,0.001812857,0.001426288,0.003572449,0.001692626,0.01067945,0.001203871,0.00254442,0.8526363],"category_scores_gemma":[0.003525805,0.0006157755,0.0006399936,0.003899704,0.002092242,0.004489173,0.003650205,0.002900494,0.8450211],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001382864,"about_ca_system_score_gemma":0.001962144,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001076116,"about_ca_topic_score_gemma":0.0004213115,"domain_scores_codex":[0.998566,0.0001966346,0.0002153934,0.0004616749,0.0004139086,0.0001465409],"domain_scores_gemma":[0.9964452,0.0009262233,0.000216177,0.0006120222,0.001102085,0.0006982834],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002892863,0.0004575615,0.00172997,0.001660438,0.00003481995,0.0007908917,0.0004287502,0.0007368231,0.006059424,0.01584871,0.4885457,0.4834175],"study_design_scores_gemma":[0.00001223954,0.00006769395,0.001791324,0.0005056995,0.000007645791,0.0004173992,0.0002200235,0.0003020523,0.0005059247,0.001224185,0.9949257,0.00002010693],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001758413,0.003012628,0.001219376,0.001182075,0.003034989,0.000198795,0.002324203,0.001438072,0.9858314],"genre_scores_gemma":[0.009704509,0.004984101,0.002066674,0.0009413281,0.001157069,0.0001861039,0.002186681,0.000784362,0.9779891],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1473637,"threshold_uncertainty_score":0.2101963,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01552303827845474,"score_gpt":0.3323345085869214,"score_spread":0.3168114703084667,"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."}}