{"id":"W4381798347","doi":"10.32370/ia_2023_06_4","title":"Issues of the Quality of the Forensic Expert Opinion and Some Forensic Errors","year":2023,"lang":"en","type":"article","venue":"Intellectual Archive","topic":"Education, Law, and Society","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Expert opinion; Quality (philosophy); Forensic science; Certainty; Scientific evidence; Computer science; Engineering ethics; Engineering; Epistemology; Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0828715,0.0006414531,0.001317827,0.007262613,0.008272854,0.01379026,0.004568301,0.01507216,0.002721795],"category_scores_gemma":[0.2349469,0.0009849984,0.001436253,0.004993503,0.08303159,0.02113173,0.005702954,0.009450683,0.0004799181],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006219639,"about_ca_system_score_gemma":0.004437789,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006598599,"about_ca_topic_score_gemma":0.003398119,"domain_scores_codex":[0.9434278,0.03197929,0.005461594,0.002512988,0.01471123,0.00190717],"domain_scores_gemma":[0.6507341,0.293625,0.01610593,0.01367229,0.02408218,0.001780523],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00002491652,0.00001083019,0.0005708056,0.0001797742,0.00001503635,0.0003962128,0.004494012,0.0004639016,0.00003333581,0.9723188,0.007464257,0.01402817],"study_design_scores_gemma":[0.00001101915,0.00001590036,0.0004981388,0.0004478777,0.00001145819,0.0005162668,0.001783938,0.0007849804,0.0001352175,0.9698204,0.02594243,0.0000322223],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.02082706,0.04666278,0.0745044,0.7464111,0.005754376,0.0001574944,0.0001964329,0.00008147644,0.1054048],"genre_scores_gemma":[0.7946076,0.03958924,0.06853313,0.04574756,0.02738049,0.0003401042,0.0001209258,0.0002304992,0.02345048],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0828715,"threshold_uncertainty_score":0.4382716,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08092870113251747,"score_gpt":0.3898717050787896,"score_spread":0.3089430039462721,"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."}}