{"id":"W2345321591","doi":"10.1128/aem.02266-15","title":"The Microbiota of Freshwater Fish and Freshwater Niches Contain Omega-3 Fatty Acid-Producing Shewanella Species","year":2015,"lang":"en","type":"article","venue":"Applied and Environmental Microbiology","topic":"Aquaculture disease management and microbiota","field":"Immunology and Microbiology","cited_by":73,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Environmental Health Sciences; Concordia University","keywords":"Biology; Ecological niche; Freshwater fish; Shewanella; Microbiology; Bacteria; Omega; Niche; Zoology; Ecology; Fish <Actinopterygii>; Aeromonas; Fishery; Genetics; Habitat","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001144121,0.0002704395,0.0001621354,0.0003952975,0.0003959711,0.0003584208,0.0001437623,0.0001857227,0.000817754],"category_scores_gemma":[0.0002493521,0.0001511418,0.0001793466,0.000454996,0.0003059915,0.0002846295,0.000741307,0.0001623728,0.0002079358],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001257126,"about_ca_system_score_gemma":0.0004527207,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004673404,"about_ca_topic_score_gemma":0.009218442,"domain_scores_codex":[0.9998583,0.000009998833,0.00001756638,0.00003804216,0.00004206355,0.00003407434],"domain_scores_gemma":[0.999842,0.0000171793,0.00004433506,0.00001639156,0.00003962543,0.00004050493],"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":[0.0002063599,0.00006372929,0.2018184,0.0001256152,0.00002756794,0.0002138706,0.0006952224,0.00009467272,0.7854329,0.0001347588,0.0000605303,0.0111264],"study_design_scores_gemma":[0.00002069941,0.0005695999,0.9029226,0.00004520637,0.00005929749,0.001032597,0.002364113,0.00038376,0.08959576,0.0001998449,0.002778857,0.00002764346],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987697,0.00008854668,0.0002573644,0.00001907089,0.000003011315,0.00001734537,0.0001563101,0.000005464182,0.0006833564],"genre_scores_gemma":[0.99588,0.0002151798,0.001749717,0.00005083721,0.000003688107,0.00003237894,0.000447251,0.000003385738,0.001617544],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004673404,"threshold_uncertainty_score":0.009292364,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009494209392316927,"score_gpt":0.178711778140848,"score_spread":0.1692175687485311,"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."}}