{"id":"W3195954957","doi":"10.6000/1929-4409.2021.10.152","title":"An Analysis of Public Order Policing in the Gauteng Province, South Africa","year":2021,"lang":"en","type":"article","venue":"International Journal of Criminology and Sociology","topic":"Legal Issues in South Africa","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Accountability; Legitimacy; Order (exchange); Democracy; Public relations; Public administration; Public order; Political science; Public engagement; Public service; Civil society; Public trust; Sociology; Law; Politics; Business","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.001811094,0.0004700545,0.0004981936,0.004328468,0.007639844,0.002414766,0.0009855255,0.0007904431,0.006433351],"category_scores_gemma":[0.006051871,0.0005209824,0.000235361,0.007695803,0.003652882,0.001160139,0.002379494,0.0009030096,0.0003733136],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01902676,"about_ca_system_score_gemma":0.01853946,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.255189,"about_ca_topic_score_gemma":0.4380598,"domain_scores_codex":[0.9982029,0.0005642823,0.00007507637,0.0001354177,0.0002977804,0.0007245246],"domain_scores_gemma":[0.996878,0.001662374,0.0005005578,0.00007604226,0.0005692452,0.00031379],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00005377973,0.0000565565,0.02567677,0.0008326756,0.00001587461,0.006858717,0.9402746,0.0002463234,0.001277968,0.003899422,0.00193399,0.01887335],"study_design_scores_gemma":[0.000002801731,0.00002285737,0.05534971,0.0003692669,0.000005889272,0.0002675723,0.9273283,0.0001163657,0.0001432675,0.0002447996,0.01614112,0.000007959982],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9856437,0.0007127324,0.0004757977,0.001018301,0.00002673304,0.0004897032,0.0004739425,0.000007740815,0.01115131],"genre_scores_gemma":[0.9926844,0.0009431597,0.000721426,0.00013937,0.000009684738,0.0002573168,0.0002121452,0.00001327279,0.005019322],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.255189,"threshold_uncertainty_score":0.5074072,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08456295755198988,"score_gpt":0.3762403819595245,"score_spread":0.2916774244075346,"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."}}