{"id":"W4389781402","doi":"10.35502/jcswb.338","title":"Mindful police leadership: Opening essential new pathways to 21st-century police leadership and culture","year":2023,"lang":"en","type":"article","venue":"Journal of Community Safety and Well-Being","topic":"Policing Practices and Perceptions","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Mindfulness; Thematic analysis; CLARITY; Psychology; Qualitative research; Focus group; Public relations; Leadership development; Realm; Leadership style; Social psychology; Sociology; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002519469,0.0001706026,0.0003062645,0.0002473396,0.002512151,0.0003304106,0.000486099,0.0001840207,0.000092995],"category_scores_gemma":[0.0002278163,0.0001617821,0.0001080302,0.0006039265,0.0002077222,0.0007792466,0.0001995185,0.001265286,0.00003602316],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000731452,"about_ca_system_score_gemma":0.0001958385,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.08147795,"about_ca_topic_score_gemma":0.02654002,"domain_scores_codex":[0.9974585,0.001115217,0.0004113225,0.0001013316,0.0003907805,0.0005228664],"domain_scores_gemma":[0.9979911,0.0008609272,0.0002903515,0.0002001764,0.0001064676,0.0005510146],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001377019,0.00004178969,0.0007916404,0.00005055638,0.0000567052,0.000002933562,0.9738914,0.00007694519,0.0008006089,0.004146342,0.004838578,0.01516485],"study_design_scores_gemma":[0.0006342422,0.0001655236,0.0121224,0.0003341997,0.00009595402,0.00006691024,0.7438126,0.00001752235,0.0001009837,0.001015608,0.241383,0.0002511178],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8847557,0.000280559,0.0002664431,0.05649665,0.0005701345,0.0002260235,0.000007376862,0.00007861466,0.05731846],"genre_scores_gemma":[0.9903659,0.002731653,0.0002897168,0.00315464,0.001155359,7.529511e-7,0.00000477513,0.00001761284,0.002279573],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2365444,"threshold_uncertainty_score":0.9987864,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09915802270241604,"score_gpt":0.350576654889043,"score_spread":0.251418632186627,"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."}}