{"id":"W2795936251","doi":"10.3390/metabo8020027","title":"Pasture Feeding Changes the Bovine Rumen and Milk Metabolome","year":2018,"lang":"en","type":"article","venue":"Metabolites","topic":"Ruminant Nutrition and Digestive Physiology","field":"Agricultural and Biological Sciences","cited_by":114,"is_retracted":false,"has_abstract":true,"ca_institutions":"The Metabolomics Innovation Centre; University of Alberta","funders":"Dairy Research Ireland; Teagasc; Science Foundation Ireland; University of Alberta","keywords":"Rumen; Metabolome; Biology; Food science; Animal science; Methanogenesis; Hay; Lactation; Pasture; Microbiome; Fermentation; Chemistry; Agronomy; Biochemistry; Metabolite; Bacteria","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001816465,0.0001158268,0.0001732025,0.0000107098,0.0003168613,0.00005586738,0.0001542428,0.00005046384,0.0002840615],"category_scores_gemma":[0.00006637858,0.00003169347,0.00003812611,0.0002253589,0.0002494385,0.00007075168,0.00009087415,0.0000695341,0.00004522089],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000002339046,"about_ca_system_score_gemma":0.000001622823,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005743283,"about_ca_topic_score_gemma":0.000130256,"domain_scores_codex":[0.99928,0.00007923188,0.00009128999,0.0002144408,0.00009753031,0.0002375215],"domain_scores_gemma":[0.9996122,0.0001568171,0.00004767197,0.00004603617,0.00007537106,0.00006194758],"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":[0.00003271192,0.00003784221,0.007187815,0.000002393227,0.00001532106,5.609276e-7,0.0001233879,7.251542e-9,0.9535865,0.005236011,0.001911774,0.03186565],"study_design_scores_gemma":[0.00008501374,0.0002209337,0.5033183,0.000004335563,0.00001738757,0.000005541743,0.0002770813,0.000004487582,0.02756706,0.001484826,0.4669263,0.00008869471],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9801818,0.005000308,9.007516e-7,0.01332188,0.0001501129,0.0001141851,0.00003520616,0.00004565022,0.001149982],"genre_scores_gemma":[0.9959512,0.0007481636,0.00007925108,0.001389417,0.001237959,0.00001893184,0.00001676596,7.874374e-7,0.0005574758],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9260195,"threshold_uncertainty_score":0.3110274,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02148255963204438,"score_gpt":0.2313798843488101,"score_spread":0.2098973247167657,"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."}}