{"id":"W2333015996","doi":"10.2527/af.2016-0017","title":"Gut microbiome and omics: a new definition to ruminant production and health","year":2016,"lang":"en","type":"article","venue":"Animal Frontiers","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":52,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Alberta Innovates; Natural Sciences and Engineering Research Council of Canada; Alberta Livestock and Meat Agency","keywords":"Omics; Ruminant; Microbiome; Biology; Gut flora; Metagenomics; Phenotype; Microbial ecology; Gut microbiome; Computational biology; Biotechnology; Bioinformatics; Bacteria; Genetics; Ecology; Immunology; Gene","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":[0.008104606,0.001712676,0.003025521,0.006698985,0.00131738,0.009538316,0.001233818,0.002353907,0.002690695],"category_scores_gemma":[0.01138822,0.0004666443,0.001142598,0.007832972,0.009502461,0.008399396,0.006326976,0.005684416,0.0007425818],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001855854,"about_ca_system_score_gemma":0.002498857,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001711066,"about_ca_topic_score_gemma":0.001295913,"domain_scores_codex":[0.995172,0.002346223,0.0004853071,0.0008879518,0.000899679,0.0002088072],"domain_scores_gemma":[0.9891403,0.005756676,0.001168569,0.001582082,0.001404962,0.0009474384],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0005921711,0.0001791741,0.01920515,0.005957368,0.0009107473,0.00138497,0.004867387,0.001695033,0.02037099,0.3956189,0.05137949,0.4978387],"study_design_scores_gemma":[0.00002854873,0.0002259203,0.0194437,0.002816429,0.0001986249,0.00266076,0.002843702,0.001919666,0.001500389,0.2861121,0.6820758,0.0001743164],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.02811539,0.5703271,0.2790187,0.08228204,0.01156465,0.0002538913,0.003546459,0.00108115,0.02381078],"genre_scores_gemma":[0.1621906,0.3672923,0.3854796,0.04478104,0.02362686,0.001132906,0.003886146,0.0007404906,0.01087013],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.009538316,"threshold_uncertainty_score":0.04286176,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01869897480211249,"score_gpt":0.2574943116048748,"score_spread":0.2387953368027623,"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."}}