{"id":"W2553013312","doi":"10.1177/0032258x16677768","title":"Developing employability for policing","year":2016,"lang":"en","type":"article","venue":"The Police Journal Theory Practice and Principles","topic":"Higher Education and Employability","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Regina","funders":"","keywords":"Employability; Vocational education; Curriculum; Relation (database); Engineering ethics; Psychology; Pedagogy; Medical education; Sociology; Engineering; Computer science; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.009562095,0.0002027778,0.0001873172,0.001333287,0.0030685,0.005487205,0.0006892268,0.0008264218,0.003072862],"category_scores_gemma":[0.01830569,0.0001993927,0.0002822412,0.0007617819,0.005569867,0.003632749,0.007818122,0.001586459,0.0004163355],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0029795,"about_ca_system_score_gemma":0.007129698,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001801077,"about_ca_topic_score_gemma":0.002623141,"domain_scores_codex":[0.9952328,0.002713297,0.000246454,0.0002313879,0.0009289694,0.0006471376],"domain_scores_gemma":[0.9919724,0.00267,0.001406386,0.00103089,0.001426562,0.001493702],"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":[0.00002895021,0.0003911899,0.1025518,0.00035919,0.00003173481,0.0007748445,0.3717348,0.0006712755,0.004561493,0.1883181,0.004567121,0.3260096],"study_design_scores_gemma":[0.00002278639,0.0005762361,0.2017195,0.001285451,0.00004037511,0.001141399,0.3785982,0.001953261,0.005874338,0.1857309,0.2229596,0.00009787999],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8033398,0.0007996611,0.02155056,0.01480129,0.0001327252,0.0002163666,0.00003013331,0.0000802062,0.1590493],"genre_scores_gemma":[0.9920786,0.0002020076,0.004095287,0.0002148781,0.00001305814,0.00003740301,0.00001061968,0.0000104584,0.003337617],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009562095,"threshold_uncertainty_score":0.05056977,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.118517765313959,"score_gpt":0.4261541374528946,"score_spread":0.3076363721389356,"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."}}