{"id":"W2088037895","doi":"10.1111/1471-6402.t01-2-00005","title":"Undermining Reasonableness: Expert Testimony in a Case Involving a Battered Woman who Kills","year":2003,"lang":"en","type":"article","venue":"Psychology of Women Quarterly","topic":"Intimate Partner and Family Violence","field":"Social Sciences","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Psychology; Jury; Stereotype (UML); Social psychology; Context (archaeology); Plea; Narrative; Credibility; Insanity defense; Psychiatry; Law; Insanity","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":[],"consensus_categories":[],"category_scores_codex":[0.002114326,0.0001730462,0.0003742731,0.0002338814,0.0002337331,0.00003831503,0.0002665746,0.0001849109,0.0002759574],"category_scores_gemma":[0.0002411199,0.0001855512,0.00005292607,0.0004844271,0.0004581517,0.0002592518,0.00000914609,0.0001902259,0.00003899053],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002043685,"about_ca_system_score_gemma":0.0001339034,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001915471,"about_ca_topic_score_gemma":0.0004270843,"domain_scores_codex":[0.9972722,0.0007735699,0.0004610666,0.0004306199,0.0001987178,0.0008638285],"domain_scores_gemma":[0.9989459,0.000295075,0.0001609565,0.0003303363,0.00007474564,0.0001930065],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001236156,0.0008416583,0.07534274,0.00007270163,0.00007023426,0.002381836,0.8423175,0.000007558714,0.003961577,0.02552667,0.003615954,0.04573794],"study_design_scores_gemma":[0.005438634,0.002683743,0.1373661,0.0008351251,0.00002710213,0.0008921198,0.7941249,0.0003354227,0.0002218127,0.03921301,0.01711264,0.001749417],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9389497,0.0003540223,0.0003002791,0.0002285655,0.0003745601,0.0002166584,0.000002690304,0.00004999951,0.0595235],"genre_scores_gemma":[0.9974753,0.00005901205,0.0008136871,0.00121895,0.00004820447,0.0001092525,9.231132e-7,0.00001730946,0.0002573494],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06202335,"threshold_uncertainty_score":0.756656,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0349001531702655,"score_gpt":0.3631367809790553,"score_spread":0.3282366278087898,"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."}}