{"id":"W3132597876","doi":"10.1016/j.fsi.2021.02.007","title":"Survival and gene expression responses in immune challenged larval lake sturgeon","year":2021,"lang":"en","type":"article","venue":"Fish & Shellfish Immunology","topic":"Aquaculture disease management and microbiota","field":"Immunology and Microbiology","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Biology; Lake sturgeon; Immune system; Sturgeon; Larva; Gene expression; Hatchery; Acipenser; Innate immune system; Andrology; Zoology; Immunology; Ecology; Gene; Fishery; Genetics","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000428734,0.0003722942,0.0006420516,0.0002122073,0.0002335097,0.00004366297,0.0003408207,0.0005676462,0.001853371],"category_scores_gemma":[0.0002532181,0.000363728,0.0001414239,0.0002635702,0.0003485191,0.0001631293,0.0006634603,0.0006192337,0.0002764039],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003994693,"about_ca_system_score_gemma":0.00009092442,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003904148,"about_ca_topic_score_gemma":0.0008977707,"domain_scores_codex":[0.9970378,0.0008827957,0.0005442349,0.0007605634,0.00005418445,0.0007203686],"domain_scores_gemma":[0.9988706,0.0002186128,0.0001518435,0.0006060131,0.0001172763,0.00003571204],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00089899,0.0003935494,0.008407998,0.00003487913,0.0002990548,0.0003069524,0.0005744845,8.257359e-7,0.982112,0.0004848422,0.004662767,0.001823681],"study_design_scores_gemma":[0.005626861,0.0001757396,0.2742901,0.0001186647,0.00009352477,0.0002288943,0.002241935,6.912464e-7,0.3563522,0.0001615172,0.3600892,0.0006205608],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9638662,0.02799074,0.00001872702,0.001943078,0.001552611,0.0003439602,0.0001787762,0.0001432541,0.003962699],"genre_scores_gemma":[0.9770519,0.005303862,0.0001092494,0.0004884959,0.00006116693,0.00005778335,0.001692668,0.0000503559,0.0151845],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6257597,"threshold_uncertainty_score":0.9998814,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01324174801830432,"score_gpt":0.2283713598474597,"score_spread":0.2151296118291553,"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."}}