{"id":"W2966191698","doi":"","title":"Forensic science evidence and the limits of cross-examination","year":2019,"lang":"en","type":"article","venue":"Northumbria Research Link (Northumbria University)","topic":"Forensic and Genetic Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Cross-examination; Adversarial system; Scientific evidence; Forensic examination; Law; Psychology; Mainstream; Epistemology; Engineering ethics; Political science; Engineering; Philosophy; Forensic engineering; Witness","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.2823209,0.0006470454,0.002065806,0.003927281,0.01381886,0.02296367,0.009462149,0.02044661,0.004197629],"category_scores_gemma":[0.3408195,0.002003496,0.001471832,0.002142142,0.07998291,0.02800888,0.02604174,0.0274073,0.002226663],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005965492,"about_ca_system_score_gemma":0.01618014,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007624727,"about_ca_topic_score_gemma":0.005309505,"domain_scores_codex":[0.7071646,0.1823442,0.01805667,0.02947911,0.05607994,0.006875478],"domain_scores_gemma":[0.661036,0.2622097,0.01149652,0.03800634,0.02326453,0.003986908],"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":[0.00007416243,0.00006304374,0.002063207,0.0003344671,0.00006477291,0.0006181355,0.02226987,0.0004020645,0.000546811,0.9084303,0.01035757,0.05477566],"study_design_scores_gemma":[0.00005489376,0.0001646818,0.001757074,0.002973421,0.00005101877,0.001218229,0.009444643,0.0007228049,0.001038897,0.7864302,0.1959933,0.0001508331],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.06106728,0.06960446,0.2381883,0.4236527,0.004110034,0.0009012566,0.000249034,0.000372406,0.2018544],"genre_scores_gemma":[0.7757142,0.01413285,0.1001226,0.08603187,0.003153007,0.00142213,0.0001455988,0.0002269061,0.01905073],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2823209,"threshold_uncertainty_score":0.8850261,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04937311830250319,"score_gpt":0.3438184342041803,"score_spread":0.2944453159016771,"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."}}