{"id":"W4282912978","doi":"10.1016/j.isci.2022.104588","title":"A parasite outbreak in notothenioid fish in an Antarctic fjord","year":2022,"lang":"en","type":"article","venue":"iScience","topic":"Aquaculture disease management and microbiota","field":"Immunology and Microbiology","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Biodome; Espace pour la vie","funders":"Office of Polar Programs; University of Oregon; Russell Sage Foundation; National Institutes of Health; National Science Foundation","keywords":"Biology; Outbreak; Biodiversity; Zoology; Ecology; Fjord; Plankton; Parasite hosting; Oceanography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003067633,0.000100139,0.0001270943,0.0001771031,0.0001739948,0.00001916091,0.0004527794,0.00003568659,0.0008290046],"category_scores_gemma":[0.00001673762,0.00009513387,0.00003231305,0.0004899896,0.0001404057,0.0001752063,0.0002538309,0.0002274123,0.0001128067],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007634312,"about_ca_system_score_gemma":0.00003854723,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000368796,"about_ca_topic_score_gemma":0.001328042,"domain_scores_codex":[0.9989521,0.000155621,0.0001628604,0.0003507941,0.00003907915,0.0003395567],"domain_scores_gemma":[0.9996903,0.00002013596,0.00004502153,0.000218572,0.000009326327,0.00001664305],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0003822716,0.001018946,0.2534266,0.00002061475,0.00001659014,0.000155864,0.008423798,0.0003445832,0.7198427,0.001489943,0.007020393,0.007857769],"study_design_scores_gemma":[0.002856404,0.0003644539,0.7995928,0.00002760668,0.00001895798,0.00006730358,0.005010203,0.00009426669,0.005593094,0.0004229997,0.1853835,0.0005684469],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969303,0.0003315573,0.00001161806,0.0004655152,0.0002718107,0.0002710727,0.0000282842,0.0000297455,0.001660081],"genre_scores_gemma":[0.9964701,0.000007181257,0.0000180708,0.001478771,0.000006155255,0.00006362467,0.00006526928,0.000005620011,0.001885196],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7142496,"threshold_uncertainty_score":0.9077018,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01213295492144313,"score_gpt":0.2519311437409172,"score_spread":0.2397981888194741,"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."}}