{"id":"W2162522025","doi":"10.1016/j.jtbi.2005.05.026","title":"Estimation of the stoichiometry of volatile fatty acid production in the rumen of lactating cows","year":2005,"lang":"en","type":"article","venue":"Journal of Theoretical Biology","topic":"Ruminant Nutrition and Digestive Physiology","field":"Agricultural and Biological Sciences","cited_by":237,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Rumen; Propionate; Animal science; Coefficient of variation; Digestion (alchemy); Substrate (aquarium); Volatile fatty acids; Fatty acid; Chemistry; Coefficient of determination; Fermentation; Food science; Chromatography; Biology; Biochemistry; Mathematics; Statistics","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":[0.0007293188,0.0000573043,0.0002215679,0.00002825444,0.00003164118,0.00000223953,0.0002447948,0.00007023497,0.00006656622],"category_scores_gemma":[0.0008041378,0.00001589043,0.0001004213,0.0002963006,0.0005575696,0.00004790259,0.00003340262,0.0001416181,5.753657e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009778371,"about_ca_system_score_gemma":0.000009415319,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005475874,"about_ca_topic_score_gemma":0.000006151301,"domain_scores_codex":[0.9988767,0.0003927291,0.000460661,0.00006958263,0.0001048761,0.00009543466],"domain_scores_gemma":[0.9988254,0.000503136,0.0004965246,0.00004508593,0.000113195,0.00001661357],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00017526,0.0002284519,0.01053753,0.00001002166,0.000008977114,1.382983e-7,0.0001348344,0.00005858219,0.9161403,0.0462782,0.00004587094,0.02638185],"study_design_scores_gemma":[0.0003393238,0.001408285,0.4220755,0.0000977758,0.00002615484,0.00003996195,0.0006835373,0.000566463,0.4974377,0.07711184,0.0001405492,0.00007286781],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942557,0.00009289451,0.0000343336,0.005190362,0.00007931248,0.00008915576,0.00001292208,0.000001237332,0.0002440326],"genre_scores_gemma":[0.9994177,0.00002390985,0.000383152,0.00007243479,0.00009649401,0.000001094212,0.000002982124,3.753526e-7,0.000001827326],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4187025,"threshold_uncertainty_score":0.2054389,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01361979901582473,"score_gpt":0.2588193753058577,"score_spread":0.2451995762900329,"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."}}