{"id":"W2084043396","doi":"10.1111/1467-6478.00160","title":"‘A New Beginning’ for Policing","year":2000,"lang":"en","type":"article","venue":"Journal of Law and Society","topic":"Policing Practices and Perceptions","field":"Social Sciences","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"International Centre for Comparative Criminology","funders":"","keywords":"Northern ireland; Commission; Political science; European commission; Criminology; Law; Sociology; Ethnology; Business; European union; International trade","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005016163,0.00003414316,0.00008650779,0.000006402621,0.0005319427,0.00007209861,0.00006184804,0.00004966816,0.0002887581],"category_scores_gemma":[0.00001446843,0.00002869876,0.0001313019,0.0000403156,0.0000753096,0.0002635545,0.000003415714,0.00009415432,0.00000210222],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002382869,"about_ca_system_score_gemma":0.000113024,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02254473,"about_ca_topic_score_gemma":0.001229643,"domain_scores_codex":[0.999578,0.00002600863,0.0001187284,0.00003613097,0.0001119195,0.0001292374],"domain_scores_gemma":[0.9995948,0.0001273461,0.00008180516,0.00002871923,0.00004295679,0.0001243911],"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":[0.00003471555,0.00004487008,0.0009702195,0.00001610727,0.000106669,8.018615e-7,0.5935196,0.00006768336,0.0002797345,0.2146878,0.1311828,0.05908897],"study_design_scores_gemma":[0.0002815021,0.00005569077,0.001568933,0.00001832504,0.00003232075,0.000008090742,0.004186351,0.00002284152,0.000005548845,0.002765017,0.9910078,0.00004756229],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6884874,0.000213348,0.001700574,0.02439115,0.0003791408,0.0001300755,0.000006041974,0.0000227013,0.2846696],"genre_scores_gemma":[0.9600127,0.002422978,0.01441867,0.006322877,0.002942228,5.398895e-7,3.215909e-7,0.000007556115,0.01387212],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.859825,"threshold_uncertainty_score":0.9839642,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05272796584477599,"score_gpt":0.3934464345867549,"score_spread":0.3407184687419789,"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."}}