{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000798187,0.0002726973,0.0003048648,0.0001523287,0.0003412564,0.00005994985,0.0002781979,0.0001767538,0.00009964866],"category_scores_gemma":[0.0001245748,0.0002597636,0.00006834132,0.0001794343,0.0002255467,0.0001779958,0.00009642633,0.0006670356,0.0002006366],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007077328,"about_ca_system_score_gemma":0.00006754464,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006823148,"about_ca_topic_score_gemma":0.00007264088,"domain_scores_codex":[0.9982023,0.0004200804,0.0002897051,0.0003546872,0.0002548539,0.000478362],"domain_scores_gemma":[0.9986788,0.0002694212,0.0001007837,0.0004510983,0.0001052504,0.0003946306],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00183935,0.003438435,0.01184714,0.001046042,0.0001298348,0.0005292461,0.4353487,0.000005524664,0.006929764,0.005027981,0.100771,0.433087],"study_design_scores_gemma":[0.004478574,0.003225291,0.3756803,0.0001728786,0.01099373,0.000840034,0.5996699,0.00002743635,0.0001504617,0.0001426342,0.003788813,0.0008299767],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9507359,0.0004703486,0.0002035632,0.00006354597,0.0353831,0.0002652176,0.00002132429,0.0001227713,0.01273425],"genre_scores_gemma":[0.9976671,0.00000604803,0.00064619,0.0004455538,0.0008640172,0.00005432443,0.00002797041,0.00004296374,0.0002458506],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.432257,"threshold_uncertainty_score":0.9999855,"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."}}