{"id":"W2111649020","doi":"10.1177/0093854815595661","title":"Effectively Training Community Supervision Officers","year":2015,"lang":"en","type":"article","venue":"Criminal Justice and Behavior","topic":"Psychopathy, Forensic Psychiatry, Sexual Offending","field":"Psychology","cited_by":90,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Recidivism; Officer; Training (meteorology); Applied psychology; Medical education; Psychology; Status quo; Odds; Suicide prevention; Poison control; Injury prevention; Medicine; Psychiatry; Political science; Medical emergency; Logistic regression","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":[0.003023178,0.0003584349,0.0005977539,0.001033646,0.0004707421,0.000896777,0.0007798177,0.0008390269,0.002236301],"category_scores_gemma":[0.01292665,0.0002741811,0.0007244401,0.0007626394,0.0002616938,0.0008626875,0.0009537957,0.0006935966,0.0001622847],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007275805,"about_ca_system_score_gemma":0.004177417,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005374849,"about_ca_topic_score_gemma":0.02029781,"domain_scores_codex":[0.9977163,0.001315931,0.0002014053,0.000158727,0.0004309363,0.0001767397],"domain_scores_gemma":[0.9964556,0.001776184,0.0009385883,0.0001067271,0.0004391275,0.000283861],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0004607964,0.0009212471,0.01101088,0.07153406,0.001424878,0.0001570154,0.001591014,0.0003938173,0.001176395,0.0006839099,0.008117593,0.9025284],"study_design_scores_gemma":[0.004424726,0.009352979,0.3639475,0.3137717,0.01157956,0.002612891,0.008563836,0.001038648,0.003510202,0.002654712,0.2784209,0.0001224011],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.2300513,0.7434607,0.002557154,0.005432073,0.00157772,0.001666852,0.0003691693,0.00007712121,0.01480797],"genre_scores_gemma":[0.4821321,0.5035481,0.008387326,0.002154228,0.0007385814,0.001009195,0.0002848622,0.00001319145,0.001732428],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005374849,"threshold_uncertainty_score":0.01598829,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1929374023392296,"score_gpt":0.3894866603490853,"score_spread":0.1965492580098557,"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."}}