{"id":"W4406253198","doi":"10.1108/jcrpp-01-2024-0006","title":"Advancing a case for critical realism in forensic mental health scholarship and practice with youth convicted of sexual offences","year":2025,"lang":"en","type":"article","venue":"Journal of Criminological Research Policy and Practice","topic":"Social Work Education and Practice","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Scholarship; Mental health; Criminology; Forensic science; Psychology; Critical realism (philosophy of perception); Psychiatry; Realism; Medicine; Political science; Law; Epistemology","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.02258901,0.0001033001,0.0003254131,0.000433963,0.001108378,0.0002093854,0.0001670614,0.0001614097,0.00001847186],"category_scores_gemma":[0.3862397,0.00008029979,0.00002662039,0.0009941997,0.001329176,0.001716899,0.00006937172,0.001038955,4.240798e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002437714,"about_ca_system_score_gemma":0.003090151,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00666503,"about_ca_topic_score_gemma":0.001269761,"domain_scores_codex":[0.9914935,0.00653969,0.0005227746,0.0002101999,0.0006881577,0.000545685],"domain_scores_gemma":[0.9300771,0.06733925,0.0004505483,0.00009560208,0.00170544,0.0003320402],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.01197683,0.000937732,0.0007333962,0.0003052075,0.0001386292,0.0003465628,0.1303053,0.000001685326,0.0001923992,0.7928136,0.002898664,0.05934996],"study_design_scores_gemma":[0.001461942,0.002718132,0.00168429,0.0001984468,0.0001183064,0.001696079,0.8206167,0.000005908579,0.00003888621,0.02187535,0.1494594,0.0001266417],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1988493,0.002609181,0.0003187252,0.7809521,0.0001699374,0.0006254203,0.00002163392,0.000009872114,0.01644385],"genre_scores_gemma":[0.9822348,0.00260592,0.01090297,0.003833677,0.0002305608,0.000009748313,0.000001320596,0.000005737075,0.0001752404],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7833855,"threshold_uncertainty_score":0.9999497,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.418950728761711,"score_gpt":0.615665397522314,"score_spread":0.196714668760603,"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."}}