{"id":"W2739119508","doi":"10.3389/fmicb.2017.01349","title":"Walleye Autochthonous Bacteria as Promising Probiotic Candidates against Flavobacterium columnare","year":2017,"lang":"en","type":"article","venue":"Frontiers in Microbiology","topic":"Aquaculture disease management and microbiota","field":"Immunology and Microbiology","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre hospitalier de l'Université Laval; Université Laval","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Biology; Probiotic; Pathogen; Microbiology; Flavobacteriaceae; Aquaculture; Pseudomonas fluorescens; Bacteria; Zoology; Fish <Actinopterygii>; Fishery; 16S ribosomal RNA; Bacteroidetes","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0001156177,0.0004339919,0.0003256702,0.0002756497,0.000137485,0.0003475238,0.0001529898,0.0002439273,0.0006374336],"category_scores_gemma":[0.000102349,0.00009540436,0.00026556,0.0001943851,0.000111468,0.0001959895,0.0003571875,0.0003365859,0.0001665814],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001104977,"about_ca_system_score_gemma":0.0002198934,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000626113,"about_ca_topic_score_gemma":0.002816628,"domain_scores_codex":[0.9998968,0.00001534075,0.000009270238,0.0000149594,0.00003922936,0.00002442636],"domain_scores_gemma":[0.9999492,0.000005142888,0.00001597042,0.000002879014,0.00001099942,0.00001578375],"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":[0.0001292795,0.00009951784,0.000549919,0.0001181879,0.000008111312,0.00008375089,0.00002055912,0.00008590583,0.9917035,0.00003640501,0.00003776493,0.007126906],"study_design_scores_gemma":[0.00005375437,0.006617673,0.02897147,0.0001436596,0.0001485904,0.0005734107,0.0002647569,0.0005921726,0.9546506,0.00007013727,0.007891839,0.00002194747],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944581,0.003168363,0.0009518763,0.0001036003,0.00002771546,0.00005866048,0.0001581313,0.00002019071,0.001053387],"genre_scores_gemma":[0.9891827,0.003384667,0.004775896,0.000108579,0.00001439637,0.00005695629,0.0004492775,0.000009367923,0.002018299],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006374336,"threshold_uncertainty_score":0.002132475,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006572150498005513,"score_gpt":0.2254516159947827,"score_spread":0.2188794654967771,"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."}}