{"id":"W2180891946","doi":"10.1098/rstb.2014.0260","title":"The end of the (forensic science) world as we know it? The example of trace evidence","year":2015,"lang":"en","type":"article","venue":"Philosophical Transactions of the Royal Society B Biological Sciences","topic":"Scientific Computing and Data Management","field":"Decision Sciences","cited_by":94,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"TRACE (psycholinguistics); Presentation (obstetrics); Normative; Engineering ethics; Political science; Suspect; Epistemology; Law; Engineering; Medicine","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.02322812,0.001076624,0.001336541,0.004147272,0.0141141,0.02963616,0.003742858,0.01734668,0.008693754],"category_scores_gemma":[0.05893409,0.0006825628,0.001158188,0.004160276,0.04569677,0.05123464,0.01178045,0.02669054,0.003170821],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006826463,"about_ca_system_score_gemma":0.009981458,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005592648,"about_ca_topic_score_gemma":0.008924504,"domain_scores_codex":[0.9680691,0.02034306,0.001263897,0.002125202,0.006763842,0.001434857],"domain_scores_gemma":[0.9454451,0.0374925,0.002731599,0.005710619,0.00654364,0.002076596],"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":[0.00005248345,0.00002593282,0.0005171998,0.0008158954,0.00002680587,0.001369193,0.01754521,0.0001928213,0.0002897459,0.8358854,0.09466832,0.04861093],"study_design_scores_gemma":[0.000008156887,0.00002779523,0.00028512,0.002408097,0.00002203691,0.00147474,0.01577145,0.0001778212,0.0005272573,0.2913716,0.6878704,0.00005563588],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.003198512,0.08456628,0.01886757,0.7962954,0.009476693,0.00003682789,0.0001019273,0.0001414568,0.08731538],"genre_scores_gemma":[0.3264083,0.188696,0.05669527,0.3385306,0.02179567,0.0002421439,0.0003649554,0.0007698437,0.06649715],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9858859,"threshold_uncertainty_score":0.1228435,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3512604650695229,"score_gpt":0.398277016766777,"score_spread":0.04701655169725411,"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."}}