{"id":"W3136079773","doi":"10.1139/cjfas-2020-0315","title":"Disease ecology of wild fish: opportunities and challenges for linking infection metrics with behaviour, condition, and survival","year":2021,"lang":"en","type":"article","venue":"Canadian Journal of Fisheries and Aquatic Sciences","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fisheries and Oceans Canada; Carleton University","funders":"Fisheries and Oceans Canada; Pacific Salmon Foundation; Genome British Columbia","keywords":"Ecology; Biology; Fisheries science; Aquaculture; Habitat; Aquatic ecosystem; Fish <Actinopterygii>; Fisheries management; Fishery; Fishing","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.007054487,0.0005672546,0.0008216219,0.002528141,0.0005673252,0.001904472,0.0009536399,0.0007725209,0.001764781],"category_scores_gemma":[0.01457023,0.0003962158,0.000549743,0.001520626,0.001583309,0.003918972,0.001549169,0.001189114,0.0002591558],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007056026,"about_ca_system_score_gemma":0.0008268417,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01374522,"about_ca_topic_score_gemma":0.02140355,"domain_scores_codex":[0.9979741,0.001100169,0.0002022182,0.0004183259,0.0002035342,0.0001015662],"domain_scores_gemma":[0.9910217,0.005124586,0.001819214,0.0008407639,0.0007244103,0.0004693764],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0000279428,0.00005558441,0.9500631,0.000215246,0.0002033356,0.0000347161,0.000407978,0.0009908653,0.001021012,0.0006720255,0.0006114755,0.04569675],"study_design_scores_gemma":[0.000002569587,0.0001663989,0.9852336,0.000237263,0.00006401847,0.0001638418,0.001317688,0.005012806,0.0002010376,0.005824725,0.001738944,0.00003713251],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9146451,0.02103489,0.04476938,0.009412899,0.0001783071,0.0001748734,0.00253519,0.0001738585,0.007075557],"genre_scores_gemma":[0.9674236,0.007023487,0.02292083,0.0008778003,0.0001539236,0.0001419228,0.0008143892,0.00003422317,0.0006098516],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01374522,"threshold_uncertainty_score":0.03730816,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05293768099641686,"score_gpt":0.2337240954749914,"score_spread":0.1807864144785745,"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."}}