{"id":"W3010064436","doi":"10.22215/etd/2019-13822","title":"To Swerve and Neglect: De-Policing Throughout Today’s Front-Line Police Work","year":2019,"lang":"en","type":"dissertation","venue":"","topic":"Policing Practices and Perceptions","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Officer; Agency (philosophy); Sexual orientation; Scrutiny; Political science; State police; Front line; Community policing; Criminal justice; Criminology; Public relations; Psychology; Law enforcement; Social psychology; Sociology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004742167,0.0005662261,0.0006127765,0.001947055,0.01521343,0.005627473,0.002163254,0.0009633655,0.00166997],"category_scores_gemma":[0.008892268,0.000584906,0.0003280994,0.002000084,0.007849191,0.00192719,0.004222642,0.001847003,0.0001907006],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02297665,"about_ca_system_score_gemma":0.03576499,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.8152515,"about_ca_topic_score_gemma":0.912369,"domain_scores_codex":[0.9912626,0.003281061,0.0002886837,0.0008389056,0.002221922,0.002106834],"domain_scores_gemma":[0.9929422,0.001625663,0.002238721,0.0004784584,0.001542813,0.001172144],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001191865,0.0001609509,0.1428712,0.0002283574,0.00003348478,0.0004982502,0.8117695,0.00005139347,0.0008140738,0.0010254,0.002228843,0.04019938],"study_design_scores_gemma":[0.00000529054,0.00009234495,0.09500614,0.0002447757,0.00002425414,0.0001535548,0.8928292,0.00006521184,0.0002238891,0.0002470365,0.01107926,0.000029034],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927355,0.0006563198,0.0003312376,0.001212862,0.00003956077,0.0001174618,0.000118386,0.000007232128,0.004781499],"genre_scores_gemma":[0.9949385,0.0009433754,0.0005689105,0.001073019,0.00002876505,0.0000904636,0.00009123261,0.000009447097,0.002256234],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8152515,"threshold_uncertainty_score":0.371673,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04161153234812982,"score_gpt":0.4065244385705141,"score_spread":0.3649129062223843,"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."}}