{"id":"W2012023856","doi":"10.1348/135532504322776816","title":"Sexual offenders discharged from prison in England and Wales: A 21‐year reconviction study","year":2004,"lang":"en","type":"article","venue":"Legal and Criminological Psychology","topic":"Psychopathy, Forensic Psychiatry, Sexual Offending","field":"Psychology","cited_by":57,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Prison; Conviction; Criminal Conviction; Quarter (Canadian coin); Psychiatry; Poison control; Suicide prevention; Injury prevention; Psychology; Recidivism; Medicine; Demography; Criminology; Medical emergency; Law; Political science; Sociology; History","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000369147,0.0004405286,0.0006346497,0.0002766728,0.0001490307,0.00006059198,0.0002683839,0.0005258399,0.0003347984],"category_scores_gemma":[0.00008251936,0.000367782,0.0000541492,0.0002332572,0.0004285816,0.0001891245,0.000104216,0.0009150177,0.0001333492],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005644917,"about_ca_system_score_gemma":0.0000179827,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001442327,"about_ca_topic_score_gemma":0.001243703,"domain_scores_codex":[0.9965613,0.0004203284,0.0006424101,0.001437751,0.0001903504,0.0007478551],"domain_scores_gemma":[0.9988744,0.0001627756,0.0001705904,0.0005275704,0.00002965542,0.0002350422],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00563487,0.007284887,0.7910527,0.0000399364,0.0004910469,0.0009272442,0.04820014,0.000005467794,0.002893751,0.01300336,0.008653033,0.1218136],"study_design_scores_gemma":[0.01262033,0.004065097,0.945901,0.00002315412,0.00007307719,0.0001934537,0.01482322,0.000004028459,0.00001029805,0.01116744,0.01059502,0.0005238264],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.972815,0.0008830119,0.0002052034,0.002151605,0.01825957,0.0006305399,0.00002669349,0.0001551875,0.004873168],"genre_scores_gemma":[0.9969678,0.00005666112,0.0003682601,0.001362613,0.0009018756,0.00009487742,0.00002853707,0.00003588656,0.000183476],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1548484,"threshold_uncertainty_score":0.9998774,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07516763428379684,"score_gpt":0.3393468314943358,"score_spread":0.264179197210539,"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."}}