{"id":"W3211762279","doi":"10.29158/jaapl.210090-21","title":"Trauma-Focused Mitigation Testimony in Capital Sentencing Hearings.","year":2022,"lang":"en","type":"article","venue":"PubMed","topic":"Child Abuse and Trauma","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Advantage Forensics (Canada); Golder Associates (Canada)","funders":"","keywords":"Culpability; Mental health; Psychology; Criminology; Diminished responsibility; Psychiatry; Law; Political science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006126906,0.000418101,0.0002741693,0.0009221837,0.004111919,0.001695848,0.0008976071,0.003488087,0.007558285],"category_scores_gemma":[0.04087945,0.0002658202,0.0002227608,0.0004048261,0.0009711093,0.001712512,0.00445777,0.002427978,0.001171335],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006919255,"about_ca_system_score_gemma":0.0016629,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005447909,"about_ca_topic_score_gemma":0.003300954,"domain_scores_codex":[0.9953121,0.003335855,0.0002313933,0.0001299633,0.0006516422,0.0003390131],"domain_scores_gemma":[0.9885249,0.009058179,0.0007499819,0.0003253586,0.0006170307,0.0007246413],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002235613,0.001079963,0.008300955,0.00323024,0.0001750948,0.04389582,0.129786,0.001311206,0.01506048,0.03724255,0.1975694,0.5601127],"study_design_scores_gemma":[0.0004050246,0.002870318,0.08502749,0.006341343,0.0003062464,0.06023218,0.1601887,0.00249574,0.02022235,0.04957158,0.6119288,0.0004102183],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6581197,0.01663669,0.0129454,0.03563265,0.005863295,0.0015326,0.0005924291,0.0002644443,0.2684128],"genre_scores_gemma":[0.9677182,0.003710955,0.008405339,0.004839511,0.000794646,0.0004310427,0.0001669925,0.00002534024,0.01390801],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007558285,"threshold_uncertainty_score":0.03240258,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02796316812000797,"score_gpt":0.2409254560473095,"score_spread":0.2129622879273015,"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."}}