{"id":"W2794190237","doi":"","title":"Evaluation of volatile fatty acid stoichiometry models to predict enteric methane production in lactating Holstein cows","year":2011,"lang":"en","type":"article","venue":"Socio-Environmental Systems Modeling","topic":"Ruminant Nutrition and Digestive Physiology","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Consejo Superior de Investigaciones Científicas; Fundação para a Ciência e a Tecnologia; Australian Centre for International Agricultural Research; Natural Sciences and Engineering Research Council of Canada; Vlaamse regering; Commonwealth Scientific and Industrial Research Organisation; Universidad de la República Uruguay; Bijzonder Onderzoeksfonds UGent; European Commission; Ministerio de Ciencia e Innovación; Universidad Autónoma del Estado de México; Instituto Nacional de Ciência e Tecnologia de Ciência Animal; Beef Cattle Research Council; Fonds Wetenschappelijk Onderzoek; Agencia Española de Cooperación Internacional para el Desarrollo; Government of Jiangsu Province; National Research Foundation; Svenska Forskningsrådet Formas; Teagasc; University of Sydney; Australian Government; Agence Nationale de la Recherche; Agriculture and Agri-Food Canada; Junta de Andalucía; Meat and Livestock Australia; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Washington State University; Department for Environment, Food and Rural Affairs, UK Government","keywords":"Methane; Stoichiometry; Chemistry; Fatty acid; Production (economics); Dairy cattle; Methane emissions; Animal science; Food science; Biology; Biochemistry; Organic chemistry; Economics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001069239,0.000819276,0.000743071,0.0003744895,0.0005841369,0.0007496004,0.0007179593,0.001008518,0.0006802201],"category_scores_gemma":[0.002147767,0.0005080156,0.0005015332,0.000208035,0.0002947983,0.0004775226,0.000392804,0.0004522029,0.00009411915],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001546184,"about_ca_system_score_gemma":0.001168193,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06079638,"about_ca_topic_score_gemma":0.03022575,"domain_scores_codex":[0.9998412,0.00007431853,0.00001141764,0.0000332149,0.00001759502,0.00002215419],"domain_scores_gemma":[0.9984838,0.001167881,0.00009984856,0.00003295439,0.0001493226,0.00006615012],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001137313,0.00006602338,0.00428273,0.00001039761,0.00003549558,0.00001491476,0.00001275489,0.9927443,0.0004191412,0.0000862943,0.0000386358,0.002175574],"study_design_scores_gemma":[0.00001170468,0.00003572657,0.0005803136,8.552877e-7,0.000007600861,0.000001362763,0.000005961087,0.999116,0.0001933162,0.00003326068,0.00001171011,0.000002132726],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9909496,0.00008673617,0.007901833,0.00008124497,0.0000101117,0.00002364526,0.0001166348,0.0001089762,0.0007211827],"genre_scores_gemma":[0.9976701,0.00002613581,0.001907007,0.00001036771,0.000003017446,0.00002305971,0.00009854225,0.000006939012,0.0002549175],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06079638,"threshold_uncertainty_score":0.120885,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09770761470115903,"score_gpt":0.2564442037413631,"score_spread":0.158736589040204,"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."}}