{"id":"W4377971902","doi":"10.1007/978-3-030-85493-5_1512-1","title":"Severely Mentally Ill Parricide Offenders","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Homicide, Infanticide, and Child Abuse","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Mentally ill; Psychology; Criminology; Psychiatry; Mental illness; Mental health","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000524914,0.0004092998,0.0005013275,0.0001918018,0.0005635433,0.000133038,0.0006328464,0.0005775308,0.007884041],"category_scores_gemma":[0.0001010269,0.0003895476,0.0003594631,0.00007652373,0.000481721,0.0001573548,0.0001177115,0.0004324183,0.005997056],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002209505,"about_ca_system_score_gemma":0.0003790658,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002866996,"about_ca_topic_score_gemma":0.0163295,"domain_scores_codex":[0.9973698,0.0000502018,0.000476949,0.000570374,0.0009067606,0.0006258755],"domain_scores_gemma":[0.9986683,0.0002270522,0.0002268444,0.0004257926,0.0001467942,0.0003052285],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001458664,0.0000115482,0.0001790729,0.00001439617,0.0001766124,0.00006825686,0.004789214,0.000002445774,0.000003531706,0.9103658,0.08234173,0.002032838],"study_design_scores_gemma":[0.0002494821,0.00003487731,0.0003232115,0.0001319682,0.0001079909,0.000002185642,0.002832425,0.000004843522,0.00002341327,0.05361633,0.9419404,0.0007328136],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003342637,0.0001084558,0.00002813602,0.001551053,0.001211644,0.0004589587,0.00004626923,0.0006163989,0.9956448],"genre_scores_gemma":[0.009569348,0.001741883,0.0001189471,0.002957104,0.0007466168,0.000007166762,0.00006168272,0.00011484,0.9846824],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8595987,"threshold_uncertainty_score":0.9998556,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04142912311637591,"score_gpt":0.27941255806271,"score_spread":0.2379834349463341,"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."}}