{"id":"W2337966027","doi":"10.1177/1079063216630749","title":"Preventative Services for Sexual Offenders","year":2016,"lang":"en","type":"article","venue":"Sexual Abuse","topic":"Psychopathy, Forensic Psychiatry, Sexual Offending","field":"Psychology","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"Burnaby Hospital; Université Laval; Simon Fraser University; Abbotsford Veterinary Clinic","funders":"","keywords":"Psychological intervention; Psychology; Clinical psychology; Psychiatry","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004279412,0.0004641312,0.0004366279,0.0002188734,0.0001884584,0.00004640843,0.000619704,0.0002419053,0.0008422974],"category_scores_gemma":[0.00003304909,0.0003426564,0.00009857544,0.0002794741,0.0002237995,0.0003652267,0.00005883348,0.0001716781,0.001283088],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001165518,"about_ca_system_score_gemma":0.00004866932,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001284681,"about_ca_topic_score_gemma":0.0003205645,"domain_scores_codex":[0.9968959,0.0001864052,0.0005565527,0.001039951,0.0003417642,0.0009794091],"domain_scores_gemma":[0.9978693,0.0005482835,0.0003131276,0.0008667321,0.0001133768,0.0002892321],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002868115,0.001423239,0.02056049,0.0003221986,0.001487694,0.00006262418,0.08538296,0.000003850357,0.03103158,0.01841469,0.650608,0.1878345],"study_design_scores_gemma":[0.03424722,0.01110646,0.05558433,0.0005196776,0.0006590905,0.0003319959,0.2125064,0.00008950259,0.003178425,0.01685049,0.6600962,0.004830234],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9090073,0.0003492739,0.004749073,0.0009394167,0.07476927,0.001227796,0.0003895201,0.0004252241,0.008143164],"genre_scores_gemma":[0.9587109,0.000009479038,0.00242308,0.001932457,0.004512836,0.0004981457,0.00008821391,0.0002090609,0.0316158],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1830043,"threshold_uncertainty_score":0.9999025,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03724476269625685,"score_gpt":0.3344276070381308,"score_spread":0.297182844341874,"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."}}