{"id":"W4413448557","doi":"10.1016/j.aqrep.2025.103055","title":"Effect of WSSV infection on immunity, intestinal microbial composition and its derived metabolites synthesis in Procambarus clarkii","year":2025,"lang":"en","type":"article","venue":"Aquaculture Reports","topic":"Aquaculture disease management and microbiota","field":"Immunology and Microbiology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministry of Agriculture","funders":"Central Public-interest Scientific Institution Basal Research Fund, Chinese Academy of Fishery Sciences; Chinese Academy of Fishery Sciences; Ministry of Agriculture and Rural Affairs of the People's Republic of China; National Key Research and Development Program of China; Agriculture Research System of China","keywords":"Procambarus clarkii; Biology; Immunity; Crayfish; Composition (language); Microbiology; Immunology; Immune system; Ecology","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":[0.0004927462,0.0002897809,0.0005031882,0.0002638331,0.0001477391,0.00002370081,0.0000876611,0.000280084,0.00005065947],"category_scores_gemma":[0.0003365712,0.000221514,0.0001332764,0.0003258874,0.0001179661,0.0001102849,0.0001233644,0.0003396406,0.00001788259],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005038959,"about_ca_system_score_gemma":0.00003122599,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001697876,"about_ca_topic_score_gemma":0.00004834455,"domain_scores_codex":[0.998376,0.0004464236,0.0004858176,0.0003994368,0.00003978492,0.0002526077],"domain_scores_gemma":[0.9991907,0.0001909392,0.0002730982,0.0002268749,0.00009881692,0.00001953398],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0005008242,0.0002332549,0.01271628,0.0003049022,0.0002544318,0.00004572783,0.0001745895,0.000004220482,0.9802895,0.0004374808,0.001329792,0.003708982],"study_design_scores_gemma":[0.0008023267,0.0002033087,0.04570571,0.0005545105,0.0003839568,0.0001771806,0.00004117535,0.000001759836,0.9478928,0.00003798321,0.003996817,0.0002024355],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934894,0.003100395,0.00002285331,0.0001510044,0.0002990385,0.0007766542,0.00001299152,0.00006876584,0.002078924],"genre_scores_gemma":[0.9988447,0.0001311953,0.00002388349,0.00009971148,0.00001249288,0.0000706807,0.0002441268,0.00001136844,0.000561803],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03298943,"threshold_uncertainty_score":0.9033079,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005265696107020726,"score_gpt":0.2450811487848026,"score_spread":0.2398154526777819,"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."}}