{"id":"W4386224620","doi":"10.1002/edn3.467","title":"Detection of fish sedimentary <scp>DNA</scp> in aquatic systems: A review of methodological challenges and future opportunities","year":2023,"lang":"en","type":"review","venue":"Environmental DNA","topic":"Environmental DNA in Biodiversity Studies","field":"Environmental Science","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fisheries and Oceans Canada; McGill University; University of Guelph; University of Victoria","funders":"Office of Experimental Program to Stimulate Competitive Research; Liber Ero Foundation; Genome British Columbia; Genome Canada","keywords":"Environmental DNA; Metagenomics; Aquatic ecosystem; Biology; Abiotic component; Ecology; Population dynamics of fisheries; Population; Fish <Actinopterygii>; Biodiversity; Fishery","routes":{"ca_aff":true,"ca_fund":true,"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":[0.008723099,0.001221037,0.002110051,0.006288897,0.0004962684,0.002215382,0.002089244,0.002139558,0.001027566],"category_scores_gemma":[0.008269545,0.0009101804,0.001188603,0.004701579,0.002723602,0.003213333,0.001064324,0.001608056,0.0008629679],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001118057,"about_ca_system_score_gemma":0.00245636,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003796818,"about_ca_topic_score_gemma":0.003350511,"domain_scores_codex":[0.9968167,0.0007669702,0.0005027194,0.0008633629,0.0009492868,0.0001008755],"domain_scores_gemma":[0.9866865,0.009250714,0.001375114,0.0003152399,0.00219169,0.0001807814],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007950022,0.0000637925,0.003483181,0.07365452,0.0003653124,0.0003059834,0.000498824,0.0009533538,0.01057255,0.003895153,0.007177382,0.8989505],"study_design_scores_gemma":[0.00002214631,0.0005075427,0.01959563,0.03908619,0.00139489,0.003591114,0.001277162,0.002326789,0.02104327,0.0102217,0.900566,0.0003674417],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006206283,0.995373,0.002711556,0.0005513735,0.0002010236,0.00001801417,0.00008470166,0.00002430414,0.0004153783],"genre_scores_gemma":[0.004546825,0.9890425,0.005147589,0.0004818748,0.0003322858,0.0000458405,0.0001403553,0.00001624125,0.0002465517],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008723099,"threshold_uncertainty_score":0.04613268,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1686617923765805,"score_gpt":0.2973472483486995,"score_spread":0.1286854559721191,"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."}}