{"id":"W3037211971","doi":"10.22215/etd/2020-13996","title":"Factors influencing infectious agent communities and infection burden in free-ranging migratory adult salmonids across Canada","year":2020,"lang":"en","type":"dissertation","venue":"","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"Fisheries and Oceans Canada; University of British Columbia","keywords":"Biology; Pathogen; Infectious disease (medical specialty); Ecology; Salmonidae; Zoology; Salmo; Fishery; Disease; Immunology; Fish <Actinopterygii>; Medicine","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":[0.0003170953,0.0001723709,0.000182235,0.000539877,0.001339774,0.0007493579,0.0003453339,0.0001769318,0.0007324748],"category_scores_gemma":[0.0005694558,0.0001756246,0.0001697531,0.0007551857,0.0006821992,0.0001917154,0.0004443067,0.0002822573,0.00007917715],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006582035,"about_ca_system_score_gemma":0.006076676,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9410079,"about_ca_topic_score_gemma":0.9889615,"domain_scores_codex":[0.9997867,0.00001655773,0.00001137587,0.00006349711,0.00005976708,0.00006224598],"domain_scores_gemma":[0.9994697,0.00003781029,0.00009595264,0.00001422763,0.0002605742,0.0001218467],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004343818,0.000008001845,0.9940466,0.00001733741,0.00002404377,0.00003470487,0.0009571319,0.00006442379,0.002210789,0.00004121526,0.0001390585,0.002413345],"study_design_scores_gemma":[8.176245e-7,0.00001135584,0.9986985,0.000005373075,0.00000543902,0.0000103258,0.0009831844,0.0000465487,0.00005005929,0.000006003074,0.0001804357,0.000001997075],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992316,0.00009335719,0.00004848219,0.00002465556,0.000001465143,0.00000522761,0.0002536296,0.000001898703,0.0003396887],"genre_scores_gemma":[0.9988096,0.0001393157,0.0001579517,0.00002866359,8.636863e-7,0.000005940495,0.0003490512,0.00000163643,0.0005071265],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05899215,"threshold_uncertainty_score":0.118679,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008980230318438307,"score_gpt":0.2217865292340356,"score_spread":0.2128062989155973,"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."}}