{"id":"W3029553897","doi":"10.1111/eva.13027","title":"A continuously changing selective context on microbial communities associated with fish, from egg to fork","year":2020,"lang":"en","type":"article","venue":"Evolutionary Applications","topic":"Aquaculture disease management and microbiota","field":"Immunology and Microbiology","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Biology; Context (archaeology); Aquaculture; Fish <Actinopterygii>; Abiotic component; Ecology; Biotechnology; Fishery","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003696053,0.0002568918,0.0003521039,0.000490178,0.0004116032,0.0009851003,0.0001561531,0.0004132994,0.0008755419],"category_scores_gemma":[0.0004376826,0.0001298811,0.0002449387,0.0004848292,0.0005359708,0.0007744635,0.0007993284,0.0005048867,0.0002777382],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003530054,"about_ca_system_score_gemma":0.0004968605,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001265528,"about_ca_topic_score_gemma":0.003047726,"domain_scores_codex":[0.999643,0.00007471201,0.00002337058,0.0001127943,0.00008985093,0.00005633151],"domain_scores_gemma":[0.9997029,0.00006890561,0.0001111208,0.00001755057,0.00006191527,0.00003765317],"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":[0.0001519228,0.00003694934,0.05015736,0.001580102,0.0001081156,0.0008024526,0.001381174,0.0003912088,0.8297691,0.002414054,0.0007040905,0.1125035],"study_design_scores_gemma":[0.00001270117,0.0008842541,0.7347081,0.0008508431,0.0003307077,0.004243675,0.007887598,0.001042782,0.1356446,0.005451434,0.1087988,0.0001444828],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9261577,0.05167916,0.008195827,0.001423864,0.0001439693,0.00003493807,0.0006444891,0.00004878799,0.01167132],"genre_scores_gemma":[0.9597735,0.02825257,0.007444811,0.0006463132,0.00008212587,0.00002771321,0.000475784,0.00002353518,0.00327345],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001265528,"threshold_uncertainty_score":0.002928972,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01237370940614595,"score_gpt":0.2108499953410982,"score_spread":0.1984762859349522,"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."}}