{"id":"W2124066431","doi":"10.1111/mec.12980","title":"Immune response genes and pathogen presence predict migration survival in wild salmon smolts","year":2014,"lang":"en","type":"article","venue":"Molecular Ecology","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":113,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kintama (Canada); Fisheries and Oceans Canada; University of British Columbia","funders":"Pacific Salmon Foundation","keywords":"Biology; Pathogen; Oncorhynchus; Immune system; Gene; Ecology; Zoology; Virology; Microbiology; Immunology; Genetics; Fish <Actinopterygii>; Fishery","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":[0.0001749654,0.0001903139,0.0001577774,0.0003755626,0.0001314038,0.000234587,0.00009049752,0.0002084349,0.0008047759],"category_scores_gemma":[0.0003592027,0.0001258968,0.0001792283,0.0001892852,0.0002068538,0.0001780893,0.000175056,0.0002399489,0.0001473293],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001665106,"about_ca_system_score_gemma":0.0001203803,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003123876,"about_ca_topic_score_gemma":0.007572731,"domain_scores_codex":[0.9999317,0.000008379089,0.000006899974,0.00002082787,0.00001443167,0.00001776162],"domain_scores_gemma":[0.9996856,0.00004742733,0.0001514504,0.00001196257,0.00005296474,0.00005059641],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002895736,0.00003323509,0.9335513,0.00001828993,0.00002415615,0.00006532807,0.0001146633,0.0000846925,0.06379607,0.000008423597,0.00005308111,0.001961233],"study_design_scores_gemma":[0.00000124548,0.0000762253,0.9988373,9.05968e-7,0.000006216733,0.00003608824,0.00006224935,0.0001077815,0.0008303722,0.000005714041,0.00003486402,0.000001086878],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997378,0.00003894239,0.00006503146,0.000005357089,9.481668e-7,0.000001638056,0.00008570027,0.000002140159,0.00006248011],"genre_scores_gemma":[0.9992495,0.00003554306,0.0001692737,0.00001461032,0.000002188228,0.000005857219,0.0002766586,0.00000182628,0.0002444579],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003123876,"threshold_uncertainty_score":0.0062114,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004489791286855339,"score_gpt":0.1975212454229393,"score_spread":0.193031454136084,"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."}}