{"id":"W3043463474","doi":"10.1186/s42523-020-00042-8","title":"Survey of rumen microbiota of domestic grazing yak during different growth stages revealed novel maturation patterns of four key microbial groups and their dynamic interactions","year":2020,"lang":"en","type":"article","venue":"Animal Microbiome","topic":"Ruminant Nutrition and Digestive Physiology","field":"Agricultural and Biological Sciences","cited_by":65,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Chinese Government Scholarship; China Scholarship Council; Natural Sciences and Engineering Research Council of Canada; National Natural Science Foundation of China","keywords":"YAK; Rumen; Key (lock); Grazing; Biology; Animal science; Food science; Ecology; Fermentation","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":[0.0002225763,0.0004242442,0.0004632068,0.0005262691,0.0004271181,0.0005126584,0.000147714,0.0002854036,0.000583596],"category_scores_gemma":[0.0002995875,0.0002005662,0.0003368627,0.0004072935,0.0002935371,0.0003627911,0.0003525387,0.0003882343,0.0002410872],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002783498,"about_ca_system_score_gemma":0.0002568416,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00250378,"about_ca_topic_score_gemma":0.005661307,"domain_scores_codex":[0.999837,0.00001338207,0.00001311513,0.00006472625,0.00002962415,0.00004208064],"domain_scores_gemma":[0.9996802,0.0000329062,0.0001064997,0.0000156101,0.0000884199,0.00007640829],"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":[0.0009332921,0.00008562376,0.3904421,0.0001687011,0.0000844367,0.0003426372,0.0007314219,0.00009417538,0.5995539,0.00003531223,0.00007859609,0.007449796],"study_design_scores_gemma":[0.000001865173,0.0002189456,0.990301,0.000009925468,0.00003347936,0.0001817831,0.0004236484,0.0001465739,0.008408302,0.00001075515,0.0002576697,0.000005985843],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998923,0.0002820682,0.0002756794,0.000005745438,0.000003605134,0.000005435751,0.0003422588,0.000004260853,0.000158068],"genre_scores_gemma":[0.9964079,0.0002975382,0.001400919,0.00002646944,0.000006674191,0.00002077178,0.001027249,0.000007542149,0.0008049223],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00250378,"threshold_uncertainty_score":0.004978359,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0253642151358478,"score_gpt":0.2289154607929698,"score_spread":0.203551245657122,"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."}}