{"id":"W4242142082","doi":"10.22215/etd/2007-10726","title":"Treatment readiness in a sample of antisocial youth: assessing characteristics for use in decision-making","year":2007,"lang":"en","type":"dissertation","venue":"","topic":"Psychopathy, Forensic Psychiatry, Sexual Offending","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University; Canadian Heritage","funders":"","keywords":"Psychology; Sample (material); Humanities; Political science; Art; Physics","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":[0.0008247587,0.0002331045,0.0003206851,0.001250039,0.0007821315,0.0009744787,0.0003477376,0.0004698112,0.001377914],"category_scores_gemma":[0.003120538,0.0002725597,0.0003331044,0.000672449,0.000312704,0.0003810108,0.0006260861,0.000887824,0.0004091364],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005066217,"about_ca_system_score_gemma":0.0007188664,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00828693,"about_ca_topic_score_gemma":0.01306385,"domain_scores_codex":[0.9996682,0.00009378974,0.00003865895,0.00003495771,0.0000839211,0.00008047134],"domain_scores_gemma":[0.9989843,0.0001438533,0.0003210081,0.00004068786,0.0001905221,0.0003195243],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006660359,0.000377857,0.9924751,0.00001151297,0.00001209397,0.0000884183,0.001333773,0.0000200819,0.0003137007,0.00002799142,0.000250933,0.005021967],"study_design_scores_gemma":[0.000006961144,0.0002192992,0.9962319,0.000009039993,0.000009703168,0.0001755016,0.002774925,0.0001408852,0.0001139853,0.0000341334,0.0002797934,0.000003929462],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996096,0.00003356681,0.00002703352,0.00002402641,0.000002810651,0.00002122442,0.0000540094,0.000001884962,0.0002258013],"genre_scores_gemma":[0.9990042,0.00007030452,0.00021456,0.00003565029,0.000003394306,0.00003776079,0.0002004066,0.00000336308,0.0004304232],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00828693,"threshold_uncertainty_score":0.01647735,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07756936755057975,"score_gpt":0.4346788843977556,"score_spread":0.3571095168471759,"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."}}