{"id":"W7163293925","doi":"","title":"S1:E8 - Hopelessness to Healing: Surviving Jail, Overdoses & Attempted Suicide - “Duncan”","year":2023,"lang":"","type":"article","venue":"eYLS (Yale Law School)","topic":"Homicide, Infanticide, and Child Abuse","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Prison; Mental health; Suicide prevention; Poison control; Punishment (psychology); Criminal justice","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.004023456,0.001215251,0.001820959,0.0005675246,0.003849544,0.00181992,0.002503662,0.0008146601,0.007580517],"category_scores_gemma":[0.002004455,0.001327731,0.0007275137,0.005216776,0.001023954,0.001529283,0.0008981673,0.001347353,0.03166042],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006359366,"about_ca_system_score_gemma":0.001273849,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1057833,"about_ca_topic_score_gemma":0.1856498,"domain_scores_codex":[0.988215,0.00145177,0.002019363,0.002206558,0.002484605,0.00362265],"domain_scores_gemma":[0.9928806,0.00152545,0.0006504764,0.001855092,0.0005882024,0.00250011],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009033641,0.001242774,0.5062647,0.0009260973,0.001359976,0.001150974,0.08408398,0.002209138,0.006432635,0.2227688,0.1606134,0.0120442],"study_design_scores_gemma":[0.003008388,0.00061216,0.07279516,0.002619325,0.000444195,0.00001574324,0.03807313,0.0005173989,0.00722554,0.003425593,0.8667341,0.004529286],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9555858,0.001275874,0.0001023452,0.005736994,0.005696336,0.001736547,0.0003240521,0.001120392,0.02842165],"genre_scores_gemma":[0.9770649,0.001739332,0.0001698873,0.006419539,0.003500592,0.00009805974,0.0002279184,0.0002460163,0.01053377],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7061207,"threshold_uncertainty_score":0.9992163,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02948088244829592,"score_gpt":0.3040505141548924,"score_spread":0.2745696317065965,"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."}}