{"id":"W2591956163","doi":"10.1007/s10508-017-0972-y","title":"Release from the Sex Offender Label","year":2017,"lang":"en","type":"letter","venue":"Archives of Sexual Behavior","topic":"Psychopathy, Forensic Psychiatry, Sexual Offending","field":"Psychology","cited_by":25,"is_retracted":false,"has_abstract":false,"ca_institutions":"Public Safety Canada","funders":"Public Safety Canada","keywords":"Sexual behavior; Public health; Psychology; Sex offender; Criminology; Social psychology; Medicine","routes":{"ca_aff":true,"ca_fund":true,"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","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002389812,0.0009451481,0.001098321,0.0002561867,0.0004412055,0.0001214548,0.003217257,0.000933249,0.0009434987],"category_scores_gemma":[0.00009955159,0.0007420582,0.0002745692,0.0001079406,0.001459474,0.0001342418,0.0004605511,0.003580182,0.00067879],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000368478,"about_ca_system_score_gemma":0.0001464011,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002653156,"about_ca_topic_score_gemma":0.00008974771,"domain_scores_codex":[0.9949621,0.0005749674,0.0009889932,0.001547753,0.0007855658,0.001140641],"domain_scores_gemma":[0.9923269,0.001620689,0.001281045,0.004533142,0.00004659756,0.0001915996],"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":[0.0001426545,0.0004055465,0.0065277,0.00004049664,0.000435974,0.000882016,0.004098714,1.050303e-7,0.001037353,0.0001480461,0.9381869,0.04809445],"study_design_scores_gemma":[0.002493585,0.0007661709,0.08214673,0.000192741,0.001358288,0.0001460553,0.001521774,0.000004505442,0.0001017936,0.001320486,0.9086826,0.001265211],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.1887445,0.008151999,0.0001916035,0.3490458,0.3178909,0.004086884,0.01081183,0.000634513,0.120442],"genre_scores_gemma":[0.1097277,0.000125324,0.004737081,0.5613409,0.1153311,0.001737534,0.008974164,0.00170004,0.1963261],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2122951,"threshold_uncertainty_score":0.9999698,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06863072856772788,"score_gpt":0.338274150565254,"score_spread":0.2696434219975261,"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."}}