{"id":"W4214605728","doi":"10.1080/10439463.2022.2041635","title":"‘Real men’ doing dirty work: implications for change","year":2022,"lang":"en","type":"article","venue":"Policing & Society","topic":"Policing Practices and Perceptions","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Athabasca University","funders":"","keywords":"Harassment; Misconduct; Officer; Work (physics); Identity (music); Criminology; Perception; Public relations; Qualitative research; Political science; Social psychology; Sociology; Psychology; Law; Engineering; Social science","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":[0.02035657,0.0005752761,0.0005933365,0.001614012,0.01834867,0.01509614,0.00478972,0.004171001,0.0074453],"category_scores_gemma":[0.02650039,0.0004863815,0.0007456263,0.001901835,0.03826585,0.01062901,0.009639313,0.005577534,0.0006703189],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02945456,"about_ca_system_score_gemma":0.07048424,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2074497,"about_ca_topic_score_gemma":0.3554191,"domain_scores_codex":[0.9749199,0.01432004,0.000516038,0.00147665,0.003140194,0.005627178],"domain_scores_gemma":[0.9820098,0.005148563,0.001778031,0.0008458976,0.003439884,0.00677788],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005712656,0.0002481114,0.0140631,0.0005219622,0.00003237145,0.001399782,0.8458918,0.0001148075,0.0004310036,0.04779841,0.01407565,0.07536576],"study_design_scores_gemma":[0.00001143205,0.00005944917,0.008684395,0.000474657,0.00001290998,0.0001697384,0.9278665,0.00006407496,0.0001062073,0.01027267,0.05224678,0.0000312798],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3070902,0.009316502,0.004052298,0.5860305,0.002255294,0.0002583005,0.000113058,0.0001315238,0.09075233],"genre_scores_gemma":[0.9787666,0.003249298,0.001730914,0.01171119,0.0001667235,0.0000793726,0.00002844499,0.00002851645,0.004238944],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2074497,"threshold_uncertainty_score":0.4124845,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1375133375030309,"score_gpt":0.4250982191298879,"score_spread":0.287584881626857,"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."}}