{"id":"W4396242926","doi":"10.15575/kh.v6i1.33619","title":"Experience of Some Countries of The Commonwealth of Nations in Ensuring Criminological Protection of Justice","year":2024,"lang":"en","type":"article","venue":"Khazanah Hukum","topic":"Ukrainian Legal and Forensic Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Commonwealth; Criminology; Economic Justice; Political science; Law; Sociology","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":[0.003390671,0.0003844579,0.0003617956,0.0008526317,0.01496106,0.00554801,0.0006645093,0.00204606,0.00311891],"category_scores_gemma":[0.006460915,0.0004690563,0.0003382395,0.001321013,0.0107619,0.003192342,0.008753837,0.003230635,0.0002510058],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003771336,"about_ca_system_score_gemma":0.004984816,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07712112,"about_ca_topic_score_gemma":0.1133032,"domain_scores_codex":[0.9934838,0.003826006,0.0002053593,0.0002380279,0.0003492238,0.001897504],"domain_scores_gemma":[0.9956666,0.001368459,0.0008564028,0.0003156704,0.0004794894,0.001313386],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008241952,0.00003017304,0.01863052,0.0001811681,0.00002516671,0.006255272,0.9388633,0.0001669168,0.0009043565,0.02055092,0.003490408,0.01081932],"study_design_scores_gemma":[0.000004864491,0.00009466361,0.01596083,0.0002881757,0.00001389722,0.002386608,0.84303,0.00007034514,0.0004040335,0.0008386679,0.1368529,0.00005500608],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9179222,0.003856358,0.0008106913,0.007021655,0.0003144986,0.00003894436,0.00004101327,0.00002024442,0.06997449],"genre_scores_gemma":[0.9909957,0.001419154,0.0003221616,0.001809031,0.00002099958,0.0000172559,0.00001343397,0.00001346387,0.005388728],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07712112,"threshold_uncertainty_score":0.1533445,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08324637867363906,"score_gpt":0.3449276951441286,"score_spread":0.2616813164704896,"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."}}