{"id":"W2727707351","doi":"","title":"Environmental DNA and Next-Generation Sequencing to Detect Rare Freshwater Fish Species in Southern Ontario","year":2014,"lang":"en","type":"article","venue":"144th Annual Meeting of the American Fisheries Society","topic":"Environmental DNA in Biodiversity Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Environmental DNA; DNA sequencing; Fishery; Fish <Actinopterygii>; Freshwater fish; Biology; Geography; Zoology; Ecology; Biodiversity; DNA; Genetics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0004849402,0.0002285625,0.0002442179,0.001462242,0.00256881,0.0008399204,0.000609485,0.000392176,0.0009097124],"category_scores_gemma":[0.001107631,0.0002797209,0.0002360831,0.002406792,0.0008056425,0.0002521817,0.0008013445,0.0003262279,0.000193726],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01087232,"about_ca_system_score_gemma":0.01361335,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9808059,"about_ca_topic_score_gemma":0.9960523,"domain_scores_codex":[0.9993429,0.0000491636,0.00002447481,0.0001433101,0.0002800436,0.0001601056],"domain_scores_gemma":[0.9991164,0.0000693877,0.0001491674,0.00003076155,0.0005065464,0.0001278683],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001715691,0.00003185034,0.9561992,0.00008701327,0.00006399603,0.0005146324,0.006706411,0.0005988484,0.0143142,0.0003879311,0.001416689,0.01950779],"study_design_scores_gemma":[0.000008243696,0.00002438819,0.9898313,0.00002530226,0.00002694061,0.00008444588,0.002978034,0.0004238784,0.0006528491,0.000075102,0.005860876,0.000008624782],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9917834,0.0003177428,0.0009711988,0.0002135431,0.000009544814,0.00007363443,0.001367944,0.00001583921,0.005247133],"genre_scores_gemma":[0.9881494,0.0004315556,0.00259397,0.0002075916,0.000006601198,0.00006939872,0.001024321,0.00001702474,0.007500113],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01919413,"threshold_uncertainty_score":0.07888454,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01871965779433449,"score_gpt":0.1821054120775569,"score_spread":0.1633857542832224,"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."}}