{"id":"W4379230069","doi":"10.1089/forensic.2023.0009","title":"Environmental DNA: Forensic Friend or Foe?","year":2023,"lang":"en","type":"article","venue":"Forensic Genomics","topic":"Environmental DNA in Biodiversity Studies","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Forensic science; Forensic entomology; Library science; History; Archaeology; Computer science","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":[0.04290128,0.001189952,0.002433492,0.004717733,0.005553057,0.009516654,0.003324004,0.02098297,0.01727468],"category_scores_gemma":[0.1166331,0.0009158965,0.0007814994,0.002470119,0.02792716,0.02248866,0.00519522,0.0193378,0.007907243],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002223345,"about_ca_system_score_gemma":0.005379223,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003057383,"about_ca_topic_score_gemma":0.004074545,"domain_scores_codex":[0.9784073,0.01335622,0.001374361,0.002137069,0.003829669,0.0008953704],"domain_scores_gemma":[0.9054136,0.05910266,0.005159771,0.008411868,0.01463896,0.007273154],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002971138,0.0001417918,0.009933049,0.00184572,0.0002403096,0.004453989,0.004723154,0.0001363311,0.001467375,0.1752481,0.4559104,0.3456025],"study_design_scores_gemma":[0.00006101002,0.0001294358,0.001960708,0.004062926,0.0001382116,0.01609689,0.01542836,0.0004377415,0.001369848,0.2716814,0.6884708,0.0001627323],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0021577,0.06742059,0.01501434,0.8844885,0.01846453,0.00002296599,0.0001464816,0.0001603188,0.01212469],"genre_scores_gemma":[0.1611615,0.1190968,0.04920265,0.5714766,0.0642285,0.0001595806,0.000334165,0.0006686978,0.03367161],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04290128,"threshold_uncertainty_score":0.2268863,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01692043007239475,"score_gpt":0.1990228755284083,"score_spread":0.1821024454560136,"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."}}