{"id":"W2902346655","doi":"10.35502/jcswb.77","title":"First to serve and protect, then to lead: Exploring servant leadership as a foundation for Canadian policing","year":2018,"lang":"en","type":"article","venue":"Journal of Community Safety and Well-Being","topic":"Policing Practices and Perceptions","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Servant leadership; Ethical leadership; Political science; Foundation (evidence); Context (archaeology); Public relations; Leadership style; Leadership studies; Harassment; Sociology; Criminology; Law","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":[0.002682794,0.00009194064,0.0001685244,0.0002153058,0.003903312,0.0002079992,0.0002268398,0.00005446513,0.00003461329],"category_scores_gemma":[0.0005322421,0.00008896226,0.00004288229,0.0002146439,0.00009473575,0.0008228141,0.00005672949,0.0003721143,0.00001297121],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001855618,"about_ca_system_score_gemma":0.0001974791,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.733079,"about_ca_topic_score_gemma":0.8967937,"domain_scores_codex":[0.998821,0.0003744687,0.0002548454,0.00006173982,0.0001572391,0.0003307204],"domain_scores_gemma":[0.9985472,0.0005712644,0.0001354792,0.0001326808,0.0001995151,0.000413866],"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":[0.0002307336,0.00002352163,0.002387547,0.00006228845,0.00004019604,9.867204e-7,0.9667889,0.0001287434,0.0001904704,0.006331914,0.0002139826,0.0236007],"study_design_scores_gemma":[0.0007399318,0.001403473,0.1061424,0.001054267,0.00009925501,0.00005716417,0.3196581,0.0001907487,0.0002190837,0.008327948,0.5617079,0.0003997414],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9186397,0.000007690327,0.001091336,0.07181305,0.0001845377,0.0003223792,0.000001958497,0.00001087101,0.007928498],"genre_scores_gemma":[0.9944677,0.0001974704,0.0009591379,0.003490351,0.0006197473,0.00000934918,8.471936e-7,0.00001081915,0.0002445472],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6471308,"threshold_uncertainty_score":0.9973935,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1710178942001889,"score_gpt":0.3694932949863449,"score_spread":0.198475400786156,"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."}}