{"id":"W4412448442","doi":"10.1080/13552600.2025.2509179","title":"Does the label <i>really</i> matter when it comes to judgements of people who have committed sexual offences?","year":2025,"lang":"en","type":"article","venue":"Journal of Sexual Aggression","topic":"Psychopathy, Forensic Psychiatry, Sexual Offending","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Trent University; Nottingham Trent University","keywords":"Psychology; Human factors and ergonomics; Suicide prevention; Criminology; Poison control; Social psychology; Medical emergency; Medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001203276,0.0004107123,0.0008810511,0.00055047,0.0002319924,0.00009373634,0.00143424,0.0002211142,0.0008326132],"category_scores_gemma":[0.0001355741,0.0002171012,0.0001057779,0.0005177124,0.0001959882,0.0002490252,0.0003768594,0.0007048762,0.0001342059],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001016678,"about_ca_system_score_gemma":0.0001158767,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000317402,"about_ca_topic_score_gemma":0.0003121686,"domain_scores_codex":[0.9960269,0.0005045345,0.001445477,0.0004510048,0.0009810325,0.0005909989],"domain_scores_gemma":[0.9964223,0.0005216131,0.001549376,0.0008224247,0.0004508042,0.000233475],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00101885,0.0006290186,0.1440342,0.00008690023,0.0004287864,0.00003980111,0.01210624,0.000008993745,0.003573851,0.00008530664,0.8016109,0.03637717],"study_design_scores_gemma":[0.01610138,0.006562625,0.6626824,0.008339334,0.001033239,0.0003714453,0.1018561,0.0001677677,0.002984694,0.004798147,0.1934292,0.001673661],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9053088,0.0009816623,0.000627016,0.02870048,0.0587146,0.0005316128,0.00006487284,0.0000289171,0.00504197],"genre_scores_gemma":[0.9605881,0.00006741944,0.001216278,0.01669018,0.002212966,0.00003103291,0.00001730095,0.00008306905,0.01909368],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6081817,"threshold_uncertainty_score":0.911653,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02213493747414163,"score_gpt":0.3345196186240282,"score_spread":0.3123846811498866,"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."}}