{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002079948,0.0009087103,0.001264791,0.0005868346,0.002646968,0.0004680718,0.001655943,0.000741852,0.001894751],"category_scores_gemma":[0.001710747,0.0008546647,0.0007132885,0.002359581,0.002121361,0.000740472,0.0006266345,0.00112297,0.001520126],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000707346,"about_ca_system_score_gemma":0.001275587,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004907073,"about_ca_topic_score_gemma":0.004387231,"domain_scores_codex":[0.9927284,0.0006220714,0.001236924,0.001544241,0.001706091,0.002162304],"domain_scores_gemma":[0.9961501,0.001078206,0.0004219901,0.001054578,0.0006257859,0.0006693431],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002354049,0.0005743566,0.01550262,0.0002028252,0.0008334179,0.0001495376,0.01889879,0.00001325526,0.0003681838,0.5401304,0.3903394,0.03275177],"study_design_scores_gemma":[0.001447688,0.0001314767,0.0107404,0.0002626783,0.0001982837,0.000009505307,0.006170347,0.00004306788,0.0006236347,0.01461595,0.9647644,0.0009925481],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.06606793,0.01196378,0.0004159274,0.06702741,0.007089491,0.001688953,0.0002080165,0.00126223,0.8442762],"genre_scores_gemma":[0.8319774,0.002789557,0.001199547,0.007312857,0.003441277,0.0002717807,0.00006865353,0.0001119642,0.152827],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7659094,"threshold_uncertainty_score":0.9993904,"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."}}