{"id":"W4388627006","doi":"10.1201/9781003138754-51","title":"Death by Suicide","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":true,"ca_institutions":"","funders":"","keywords":"Psychology; Medicine; Psychoanalysis","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004366343,0.0002892857,0.0003878275,0.0001110807,0.0004273621,0.0001182609,0.0004973346,0.0005196459,0.006221458],"category_scores_gemma":[0.00008520726,0.0002705606,0.0002305387,0.00004540094,0.0002514047,0.00009505836,0.00007108096,0.0003464292,0.005849561],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009994006,"about_ca_system_score_gemma":0.0002265121,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004752699,"about_ca_topic_score_gemma":0.007937804,"domain_scores_codex":[0.9981273,0.00002921945,0.0003339754,0.0004222237,0.0006001434,0.0004871535],"domain_scores_gemma":[0.9989722,0.0002212204,0.0001369843,0.0003512838,0.00008502286,0.0002332472],"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":[0.000002716547,0.000004789788,0.0003020457,0.00000483947,0.00004340977,0.00001890468,0.0008133234,1.481384e-7,0.000003632812,0.8563871,0.14143,0.0009891468],"study_design_scores_gemma":[0.0001011473,0.00001567859,0.00007974559,0.00007840517,0.0000487344,5.682819e-7,0.0002422074,0.000001274747,0.00002864035,0.0531375,0.9458662,0.0003999105],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000155165,0.0002347902,0.00003457586,0.001012807,0.0006217171,0.0002704209,0.00006343715,0.0005502871,0.9970568],"genre_scores_gemma":[0.00241718,0.002489266,0.00005337832,0.001148993,0.0007184237,0.000004694302,0.00007887265,0.00008694411,0.9930022],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8044362,"threshold_uncertainty_score":0.9999747,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04301489651050316,"score_gpt":0.3001407109482413,"score_spread":0.2571258144377381,"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."}}