{"id":"W4406978484","doi":"10.1016/j.fsi.2025.110133","title":"Influence of Vibrio anguillarum culture conditions on the efficacy of bacterin-based vaccines in lumpfish (Cyclopterus lumpus)","year":2025,"lang":"en","type":"article","venue":"Fish & Shellfish Immunology","topic":"Aquaculture disease management and microbiota","field":"Immunology and Microbiology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Government of Newfoundland and Labrador; Memorial University of Newfoundland","funders":"Natural Sciences and Engineering Research Council of Canada; Newfoundland and Labrador; Canada First Research Excellence Fund; Department of Fisheries and Land Resources; Ocean Frontier Institute","keywords":"Vibrio anguillarum; Biology; Microbiology; Vibrio; Fishery; Bacteria; 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"],"consensus_categories":[],"category_scores_codex":[0.0001945464,0.0003226042,0.0005810602,0.0003380277,0.000147066,0.00001396977,0.0007957107,0.0004208073,0.0005932606],"category_scores_gemma":[0.0003403795,0.0002473107,0.0002200295,0.0006056065,0.000562526,0.0000738558,0.0002289829,0.0004605842,0.00009073939],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000052679,"about_ca_system_score_gemma":0.0001079084,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001111578,"about_ca_topic_score_gemma":0.0001473453,"domain_scores_codex":[0.9980677,0.0003244569,0.0006851827,0.0004300429,0.00004400578,0.0004486258],"domain_scores_gemma":[0.9983404,0.0003906401,0.0003187536,0.0007497669,0.0001856797,0.00001475255],"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":[0.001109835,0.001202834,0.03293107,0.0001736557,0.001059521,0.0000166685,0.0006759642,0.000660527,0.8873941,0.006527216,0.06741035,0.0008382881],"study_design_scores_gemma":[0.0041692,0.0002989813,0.7794765,0.0004200423,0.0001709074,0.000007446886,0.0004151231,0.000003544855,0.1294047,0.0002545914,0.08506365,0.0003153175],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9897933,0.0009013764,0.000008424294,0.002136642,0.0004204561,0.0006617394,0.0002589417,0.00005885665,0.005760249],"genre_scores_gemma":[0.9943001,0.0001684698,0.00001099274,0.002035559,0.00001261024,0.00005221539,0.0004836488,0.00001670318,0.002919731],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7579893,"threshold_uncertainty_score":0.9999979,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004917650586481014,"score_gpt":0.2274160861751585,"score_spread":0.2224984355886775,"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."}}