{"id":"W4394593695","doi":"10.1177/10986111241246311","title":"‘Me, us, and Them’: Policing and the Dynamics of Identity Work","year":2024,"lang":"en","type":"article","venue":"Police Quarterly","topic":"Policing Practices and Perceptions","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Athabasca University","funders":"","keywords":"Work (physics); Identity (music); Dynamics (music); Sociology; Criminology; Public relations; Computer security; Political science; Computer science; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005265286,0.0003556657,0.0002988948,0.002007485,0.02036088,0.009823903,0.001295838,0.0015114,0.002232086],"category_scores_gemma":[0.01228764,0.0003730071,0.0002376106,0.001999429,0.03220581,0.005478895,0.005772779,0.002598188,0.0002690484],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01425097,"about_ca_system_score_gemma":0.01954009,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3351676,"about_ca_topic_score_gemma":0.3735349,"domain_scores_codex":[0.994266,0.003132858,0.00009729449,0.0002648873,0.0008896665,0.001349385],"domain_scores_gemma":[0.9954537,0.001538059,0.001117653,0.0002415523,0.0006099276,0.001039045],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002703768,0.00002003678,0.01341437,0.00002699435,0.000003800782,0.0002793321,0.9549505,0.00003255339,0.0001760101,0.01965649,0.001526175,0.009886659],"study_design_scores_gemma":[0.000003393564,0.00001274342,0.01365578,0.00007180082,0.000003095632,0.0001193498,0.9591296,0.00006821968,0.00007016285,0.003964897,0.02288368,0.00001738992],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8893156,0.002912503,0.002101409,0.01983923,0.0002470179,0.00004163068,0.00003702537,0.00002820819,0.08547738],"genre_scores_gemma":[0.9973935,0.0003879766,0.0002199743,0.0002807808,0.00002206613,0.00000674817,0.000008129947,0.000008383325,0.001672447],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3351676,"threshold_uncertainty_score":0.6664335,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02657649757083837,"score_gpt":0.3520633471765395,"score_spread":0.3254868496057012,"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."}}