{"id":"W4404021743","doi":"10.2139/ssrn.5007163","title":"&lt;span&gt;Toward a Trauma-informed Approach to Evidence Law: Witness Credibility and Reliability&lt;/span&gt;","year":2024,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Criminal Law and Evidence","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"York University; University of British Columbia","funders":"","keywords":"Credibility; Witness; Span (engineering); Reliability (semiconductor); Psychology; Law; Political science; Engineering; Structural engineering; Physics","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":[0.04276346,0.0005060582,0.001029879,0.007334951,0.006014558,0.01427797,0.003386207,0.007680114,0.01897638],"category_scores_gemma":[0.1873614,0.0009080798,0.0006871308,0.003213953,0.02418587,0.02205404,0.008904248,0.008440325,0.001976479],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009655222,"about_ca_system_score_gemma":0.0104456,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01313852,"about_ca_topic_score_gemma":0.01853484,"domain_scores_codex":[0.9794601,0.01407214,0.001003211,0.001343037,0.003430151,0.000691428],"domain_scores_gemma":[0.8459734,0.1129024,0.009224954,0.00852941,0.01954795,0.003821915],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00005700909,0.00007386719,0.004422036,0.0002021776,0.00004775045,0.0004104684,0.008494533,0.001271995,0.0003634162,0.8560513,0.03271159,0.09589391],"study_design_scores_gemma":[0.000006851681,0.00001642996,0.00249688,0.0003081907,0.00001321395,0.0001877805,0.005711392,0.002841612,0.0003458883,0.9747407,0.01329736,0.00003364125],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.02405347,0.00640583,0.22981,0.5445712,0.001223475,0.0003128063,0.0004596353,0.0002665482,0.192897],"genre_scores_gemma":[0.8203244,0.004623204,0.1233807,0.02187727,0.001167911,0.0005674311,0.0001566925,0.0002823644,0.02762008],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04276346,"threshold_uncertainty_score":0.2261575,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04439537075888961,"score_gpt":0.3337618910412258,"score_spread":0.2893665202823362,"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."}}