{"id":"W2790323868","doi":"10.1128/msphere.00017-18","title":"Air-Dried Brown Seaweed, <i>Ascophyllum nodosum</i> , Alters the Rumen Microbiome in a Manner That Changes Rumen Fermentation Profiles and Lowers the Prevalence of Foodborne Pathogens","year":2018,"lang":"en","type":"article","venue":"mSphere","topic":"Ruminant Nutrition and Digestive Physiology","field":"Agricultural and Biological Sciences","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"Acadian Seaplants (Canada); Agriculture Food and Rural Development; Agriculture and Agri-Food Canada; University of Alberta","funders":"","keywords":"Rumen; Ascophyllum; Biology; Fermentation; Feces; Population; Microbiome; Food science; Butyrate; Microbiology; Animal science; Botany; Algae","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":[0.0001709486,0.0001276244,0.0001374867,0.00000840892,0.0001775962,0.00002496158,0.0002302885,0.00006285931,0.0002149378],"category_scores_gemma":[0.000009706595,0.00004187793,0.00004004468,0.0002290334,0.0004462714,0.00007868223,0.00009096516,0.00007135392,0.00001490198],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000151803,"about_ca_system_score_gemma":0.000005643039,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002472651,"about_ca_topic_score_gemma":0.0006698003,"domain_scores_codex":[0.999118,0.0001502279,0.0001368801,0.0002527225,0.0001081157,0.0002340834],"domain_scores_gemma":[0.9996362,0.00009421966,0.0001085329,0.00007886314,0.00004650182,0.00003566697],"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":[0.0001301493,0.00008613593,0.01747314,0.00005810251,0.00001162312,0.000001925954,0.0005442207,6.712026e-7,0.9707163,0.00009327624,0.001296617,0.009587825],"study_design_scores_gemma":[0.0005210133,0.001029979,0.8743626,0.0001296641,0.00002395863,0.00001484809,0.002962447,0.00002371249,0.1072065,0.0004146307,0.01310532,0.0002053505],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9911367,0.0003675029,3.381926e-7,0.007306911,0.00007779092,0.0004554323,0.0001453927,0.00001608986,0.0004937867],"genre_scores_gemma":[0.9979631,0.0002777973,0.00002386833,0.0005792596,0.0001081392,0.00005050054,0.0000289727,0.000001562885,0.0009667561],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8635098,"threshold_uncertainty_score":0.2353419,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01915953920113603,"score_gpt":0.2205727151550127,"score_spread":0.2014131759538767,"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."}}