{"id":"W2018009078","doi":"10.2527/jas.2008-0939","title":"Empirical prediction of net portal appearance of volatile fatty acids, glucose, and their secondary metabolites (β-hydroxybutyrate, lactate) from dietary characteristics in ruminants: A meta-analysis approach1","year":2008,"lang":"en","type":"review","venue":"Journal of Animal Science","topic":"Ruminant Nutrition and Digestive Physiology","field":"Agricultural and Biological Sciences","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"","keywords":"Propionate; Nutrient; Animal science; Rumen; Chemistry; Net energy; Food science; Fermentation; Biology; Biochemistry","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":[0.0007099063,0.0003461294,0.003413447,0.000219398,0.0001102476,0.00003396149,0.0005600162,0.0001897172,0.00009695092],"category_scores_gemma":[0.0001466699,0.0001259352,0.001199343,0.001896087,0.0008325869,0.0004885083,0.0001363985,0.000420395,9.113488e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000286357,"about_ca_system_score_gemma":0.0001766158,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009385588,"about_ca_topic_score_gemma":0.00002199343,"domain_scores_codex":[0.9969551,0.0002938545,0.001554298,0.0004570159,0.0004355545,0.0003041617],"domain_scores_gemma":[0.9970549,0.0003233755,0.002054261,0.0001007293,0.000295562,0.0001711219],"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":[0.001336495,0.004096694,0.06716041,0.00254276,0.0253444,0.0002283645,0.001246579,0.000008162188,0.4574919,0.00009200107,0.0003191624,0.4401331],"study_design_scores_gemma":[0.0002379074,0.001611124,0.9637254,0.0005220927,0.01210757,0.0001849044,0.0002357349,0.000185208,0.001386418,0.0001501662,0.019271,0.0003824389],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.4391527,0.5594167,0.000002784828,0.00003134994,0.00004154031,0.0001357425,0.001182976,0.000003386662,0.00003277681],"genre_scores_gemma":[0.4636292,0.5361184,0.00009562106,0.0000136414,0.00007094392,0.000004023913,0.00006388922,0.000001332113,0.000003019106],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.896565,"threshold_uncertainty_score":0.513549,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09746148757343946,"score_gpt":0.3005406589508229,"score_spread":0.2030791713773834,"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."}}