{"id":"W3004894873","doi":"10.1002/edn3.73","title":"Groundtruthing of pelagic forage fish detected by hydroacoustics in a whale feeding area using environmental DNA","year":2020,"lang":"en","type":"article","venue":"Environmental DNA","topic":"Environmental DNA in Biodiversity Studies","field":"Environmental Science","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Parks Canada; Université Laval","funders":"Fisheries and Oceans Canada; Parks Canada; Université Laval; World Wildlife Fund","keywords":"Capelin; Pelagic zone; Forage fish; Fishery; Clupea; Biology; Population; Smelt; Environmental DNA; Coregonus; Ecology; Herring; Biodiversity; Fish <Actinopterygii>","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0002281694,0.0001937476,0.0001088353,0.0009589753,0.000263559,0.0002784812,0.000194223,0.0002089341,0.0009128159],"category_scores_gemma":[0.0004757666,0.000111103,0.0001137131,0.0004668229,0.0002374754,0.0001423963,0.0002682408,0.0001212108,0.0001837182],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005237318,"about_ca_system_score_gemma":0.0003294811,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1491997,"about_ca_topic_score_gemma":0.3931279,"domain_scores_codex":[0.9998739,0.00001522416,0.000006948042,0.00004319895,0.00002949708,0.00003129517],"domain_scores_gemma":[0.9995435,0.00005017064,0.0001333863,0.00002379396,0.0001538596,0.00009531534],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003844479,0.00001421931,0.9776171,0.00001462635,0.00002403472,0.0001172338,0.000322171,0.00005573673,0.01765333,0.000005658927,0.0000620878,0.004075446],"study_design_scores_gemma":[4.721839e-7,0.00001880471,0.9991913,0.00000212173,0.000005000928,0.00004387308,0.0001878694,0.00008397247,0.0003670758,0.000001060213,0.00009689813,0.000001585327],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991233,0.00005169072,0.0002095048,0.000006888231,0.00000207852,0.000006483087,0.0002569696,0.0000058325,0.0003372457],"genre_scores_gemma":[0.9988469,0.00003193486,0.0003608003,0.00001424684,0.000001720611,0.000009631788,0.0002808799,0.000001664169,0.0004522453],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1491997,"threshold_uncertainty_score":0.2966624,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01670915200184356,"score_gpt":0.1856449888036504,"score_spread":0.1689358368018068,"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."}}