{"id":"W2762207370","doi":"10.3389/fmicb.2017.01943","title":"An Investigation into Rumen Fungal and Protozoal Diversity in Three Rumen Fractions, during High-Fiber or Grain-Induced Sub-Acute Ruminal Acidosis Conditions, with or without Active Dry Yeast Supplementation","year":2017,"lang":"en","type":"article","venue":"Frontiers in Microbiology","topic":"Ruminant Nutrition and Digestive Physiology","field":"Agricultural and Biological Sciences","cited_by":58,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"University of Oregon; Ohio State University","keywords":"Biology; Rumen; Yeast; Microbiology; Animal science; Species richness; Food science; Botany; Ecology; Biochemistry; Fermentation","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001689568,0.0003623133,0.0006115399,0.0005052831,0.0003409612,0.0005128522,0.0001369859,0.0003356962,0.0005118091],"category_scores_gemma":[0.0001931949,0.0001951785,0.0003419476,0.0004762843,0.0002358741,0.0003595631,0.0003169275,0.000497359,0.0001549497],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001901696,"about_ca_system_score_gemma":0.0002339658,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001408799,"about_ca_topic_score_gemma":0.002721276,"domain_scores_codex":[0.999795,0.00001933551,0.00001413711,0.00007849058,0.00005055467,0.00004247714],"domain_scores_gemma":[0.9998026,0.00001809841,0.00005035552,0.000007346418,0.00005185018,0.00006974895],"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":[0.002173321,0.0001440477,0.01445335,0.0001253015,0.00004097618,0.0000940836,0.0001648514,0.00003147703,0.9792437,0.00001771721,0.00004519824,0.003465901],"study_design_scores_gemma":[0.0000487461,0.002773749,0.7255555,0.00004647648,0.0002053376,0.0003694002,0.001386886,0.000884194,0.2653167,0.0000923555,0.003280928,0.00003969793],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977042,0.0008543802,0.0003557279,0.00002299582,0.00001091175,0.00001990607,0.000707882,0.00000816455,0.0003158209],"genre_scores_gemma":[0.9936953,0.0008483717,0.001831949,0.0001328943,0.00001484987,0.0000722535,0.001668092,0.00001561894,0.001720684],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001408799,"threshold_uncertainty_score":0.002801239,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01961610215510497,"score_gpt":0.2568502630536282,"score_spread":0.2372341608985232,"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."}}