{"id":"W3094135548","doi":"10.1098/rspb.2020.2010","title":"Environmental DNA from multiple pathogens is elevated near active Atlantic salmon farms","year":2020,"lang":"en","type":"article","venue":"Proceedings of the Royal Society B Biological Sciences","topic":"Environmental DNA in Biodiversity Studies","field":"Environmental Science","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; University of Victoria; Vancouver Coastal Health; Fisheries and Oceans Canada; University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; David Suzuki Foundation","keywords":"Domestication; Biology; Aquaculture; Environmental DNA; Pathogen; Fishery; Host (biology); Ecology; Fish farming; Zoology; Fish <Actinopterygii>; Biodiversity; Microbiology","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":[0.0003887565,0.0002057742,0.0002279283,0.00115905,0.0005317744,0.0007660306,0.0003316278,0.0004036204,0.00167551],"category_scores_gemma":[0.001455933,0.0002622773,0.0001630118,0.001074344,0.0007659325,0.0002466711,0.0006570359,0.0003898678,0.0001743484],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007864229,"about_ca_system_score_gemma":0.0007379315,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09093954,"about_ca_topic_score_gemma":0.1792595,"domain_scores_codex":[0.9991998,0.00009328943,0.00004547015,0.0002686791,0.0002627852,0.0001300062],"domain_scores_gemma":[0.9977742,0.0003449621,0.0009804789,0.00009382547,0.0004768019,0.0003296536],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000390128,0.000008286184,0.9905125,0.0000115906,0.00001996451,0.00004209139,0.000166106,0.00006195348,0.007274135,0.00001648195,0.00002682999,0.001821002],"study_design_scores_gemma":[7.572071e-7,0.00002508542,0.9991534,0.000003396108,0.000005735725,0.00005312838,0.0002428069,0.00004270878,0.0003665749,0.0000138072,0.00009058815,0.000002004432],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990348,0.00009313571,0.0002628418,0.00002049881,0.000001231401,0.000003478951,0.0001890378,0.000004542179,0.0003905401],"genre_scores_gemma":[0.9990207,0.00009915363,0.0002838916,0.00002153942,0.000002515015,0.000002903559,0.0002275084,0.000001625402,0.0003402409],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09093954,"threshold_uncertainty_score":0.1808205,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02324252624509677,"score_gpt":0.1980796844460057,"score_spread":0.1748371582009089,"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."}}