{"id":"W846427576","doi":"10.22358/jafs/67829/2002","title":"A dynamic simulation model of nutrient digestionin the rumen of dairy cows","year":2002,"lang":"en","type":"article","venue":"Journal of Animal and Feed Sciences","topic":"Ruminant Nutrition and Digestive Physiology","field":"Agricultural and Biological Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Ottawa Mental Health Centre","funders":"","keywords":"Digestion (alchemy); Rumen; Nutrient; Starch; Food science; Animal science; Carbohydrate; Chemistry; Biology; Agronomy; Biochemistry; Fermentation; Chromatography","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":[0.0002881082,0.00005214865,0.0001476241,0.00002068435,0.0001510637,0.0000163042,0.0001516544,0.00002820492,0.00003371081],"category_scores_gemma":[0.00005150675,0.00001587939,0.00005971467,0.0002148662,0.0003845332,0.0001545269,0.00002523348,0.00005663614,5.434497e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004997831,"about_ca_system_score_gemma":0.000006142828,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001063024,"about_ca_topic_score_gemma":0.00000534435,"domain_scores_codex":[0.9993326,0.00004292122,0.0002627256,0.00007669448,0.000194449,0.00009058944],"domain_scores_gemma":[0.9993213,0.0001979348,0.0003066715,0.00001503162,0.0001218852,0.00003716424],"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":[0.0001694422,0.0002227383,0.004476268,0.000007415799,0.000007030122,6.384445e-7,0.0003065418,0.003498776,0.9847953,0.002312024,0.00008215465,0.004121649],"study_design_scores_gemma":[0.0005157616,0.006624974,0.523904,0.000114643,0.00003097235,0.00003421612,0.001850236,0.4473956,0.007532861,0.01147586,0.0003659688,0.0001549187],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971749,0.0004284877,0.0000298675,0.002006042,0.00002698092,0.00004689152,0.000008807418,0.0000019677,0.0002761039],"genre_scores_gemma":[0.9995452,0.0002409246,0.0001201994,0.00004040624,0.00002471943,4.067543e-7,3.657461e-7,1.957793e-7,0.00002758523],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9772624,"threshold_uncertainty_score":0.1416828,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04639844827979808,"score_gpt":0.2583394627289846,"score_spread":0.2119410144491865,"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."}}