{"id":"W2113214056","doi":"10.1111/1556-4029.12017","title":"Calculating the Weight of Evidence in Low‐Template Forensic <scp>DNA</scp> Casework","year":2012,"lang":"en","type":"article","venue":"Journal of Forensic Sciences","topic":"Forensic and Genetic Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"Merck Canada Inc. (Canada)","funders":"National Human Genome Research Institute","keywords":"Forensic science; DNA profiling; Computational biology; DNA; Biology; Genetics","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":[0.05460019,0.001058718,0.001178554,0.01612204,0.001913963,0.005542335,0.003050332,0.002886022,0.001974908],"category_scores_gemma":[0.2763777,0.0009534227,0.00094853,0.005410324,0.005431818,0.005136285,0.005217068,0.002077647,0.0004509243],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001407078,"about_ca_system_score_gemma":0.00132482,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001296272,"about_ca_topic_score_gemma":0.002964331,"domain_scores_codex":[0.9634565,0.01612887,0.004740283,0.001847245,0.01309325,0.0007339119],"domain_scores_gemma":[0.7740998,0.1846352,0.02116011,0.006322605,0.01192726,0.001855017],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.001440398,0.0002833143,0.5153558,0.00232424,0.001428217,0.01064009,0.004579837,0.01691924,0.008839922,0.0397781,0.004193897,0.394217],"study_design_scores_gemma":[0.0002791841,0.001994285,0.3433005,0.005109218,0.002908263,0.05402452,0.01311863,0.224256,0.02939607,0.2943468,0.03065759,0.0006089084],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.7419698,0.00656365,0.2225324,0.006120109,0.0004214898,0.001072034,0.0006985875,0.0003042321,0.02031769],"genre_scores_gemma":[0.889563,0.001802241,0.1072975,0.0003407764,0.0002643547,0.0001820965,0.0001349827,0.00005599381,0.0003589314],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.05460019,"threshold_uncertainty_score":0.2887568,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08476029620995593,"score_gpt":0.3507502001680649,"score_spread":0.265989903958109,"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."}}