{"id":"W3134891792","doi":"10.1093/med/9780198845706.003.0011","title":"Police–community relations and cultural competency: Important means of countering violent extremism","year":2021,"lang":"en","type":"book-chapter","venue":"","topic":"Policing Practices and Perceptions","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Alienation; Feeling; Competence (human resources); Criminology; Political science; Perception; Public relations; Psychology; Social psychology; Law","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004720409,0.0001583721,0.0002734065,0.0000642397,0.0008105797,0.00007276471,0.0001718994,0.0002245826,0.003339126],"category_scores_gemma":[0.00003769731,0.0001453474,0.0001188421,0.00003657256,0.0003521067,0.0001986624,0.0001173133,0.000527923,0.0000141576],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000970734,"about_ca_system_score_gemma":0.0002360753,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2972591,"about_ca_topic_score_gemma":0.3727817,"domain_scores_codex":[0.9989273,0.0001198574,0.0003671482,0.0001423936,0.000265541,0.0001777731],"domain_scores_gemma":[0.9989338,0.0002537742,0.0002768036,0.0002629436,0.000148333,0.0001243324],"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":[0.000004949611,0.00004653366,0.001066265,0.00004976914,0.0001356933,0.000001223986,0.2076303,0.000005623223,0.0004040495,0.7874775,0.001619457,0.001558671],"study_design_scores_gemma":[0.0002957325,0.0000753544,0.006516037,0.0009747245,0.000382869,0.00002284653,0.0799052,0.00009309164,0.000007376399,0.01095968,0.9000287,0.0007383718],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01552425,0.0001921858,0.00002601251,0.0007434254,0.0002039562,0.0001266046,0.00009077881,0.00004654765,0.9830462],"genre_scores_gemma":[0.241399,0.009312687,0.0009153436,0.0002815668,0.0004110306,0.000004825627,0.00009272614,0.00002869574,0.7475542],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8984092,"threshold_uncertainty_score":0.9975719,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07739301894889587,"score_gpt":0.3531239840410479,"score_spread":0.275730965092152,"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."}}