{"id":"W4391275327","doi":"10.1016/j.animal.2023.101067","title":"Editorial: The 10th international Workshop on Modelling Nutrient Digestion and Utilization in Farm Animals (MODNUT)","year":2023,"lang":"en","type":"editorial","venue":"animal","topic":"Ruminant Nutrition and Digestive Physiology","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"Università degli Studi di Sassari; Balchem","keywords":"Digestion (alchemy); Nutrient; Biology; Biotechnology; Chemistry; Ecology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007228091,0.004828166,0.004215003,0.003738806,0.002519049,0.007461311,0.003139723,0.01618654,0.02773004],"category_scores_gemma":[0.01357263,0.001286218,0.003650942,0.001272752,0.001543023,0.003924903,0.002579,0.0150777,0.0175579],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00277622,"about_ca_system_score_gemma":0.002262125,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001749098,"about_ca_topic_score_gemma":0.004251532,"domain_scores_codex":[0.9966979,0.0006594858,0.0003494585,0.0005285742,0.001493524,0.0002711455],"domain_scores_gemma":[0.9866022,0.004420364,0.001195077,0.0002861255,0.004819847,0.002676332],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009791025,0.00001403006,0.00002159581,0.0002375661,0.00002908452,0.00008851057,0.000008881806,0.00003694479,0.0001162621,0.0001075344,0.9959137,0.003327898],"study_design_scores_gemma":[0.0001760909,0.00007166703,0.0003911482,0.0007494141,0.0001298195,0.0002307464,0.00003397371,0.0002676267,0.000199798,0.0008488052,0.996878,0.00002299478],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00004705416,0.006996053,0.0001737775,0.02115518,0.9700363,0.00002819156,0.00009231588,0.00004269724,0.001428454],"genre_scores_gemma":[0.0005363466,0.00506186,0.000130579,0.01532022,0.9650216,0.00005659283,0.00008382444,0.00006709141,0.01372187],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.02773004,"threshold_uncertainty_score":0.09276623,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04945612852512256,"score_gpt":0.2881182712911304,"score_spread":0.2386621427660079,"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."}}