{"id":"W1999175506","doi":"10.1002/jsfa.3652","title":"Nutrient variation and availability of wheat DDGS, corn DDGS and blend DDGS from bioethanol plants","year":2009,"lang":"en","type":"article","venue":"Journal of the Science of Food and Agriculture","topic":"Ruminant Nutrition and Digestive Physiology","field":"Agricultural and Biological Sciences","cited_by":183,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Distillers grains; Chemistry; Biofuel; Nutrient; Food science; Ethanol fuel; Agronomy; Biology; Biotechnology; Fermentation","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002997405,0.00009991151,0.0002390861,0.00001887548,0.0001782784,0.00003584351,0.0002136931,0.00006999758,0.000009525478],"category_scores_gemma":[0.00008523478,0.00002883032,0.00005755145,0.0002726326,0.0004053888,0.0002359851,0.00006080142,0.0001156602,1.642269e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000101961,"about_ca_system_score_gemma":0.00001418474,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003885474,"about_ca_topic_score_gemma":0.00001499793,"domain_scores_codex":[0.999078,0.00006028265,0.0002835652,0.0001777364,0.0002652069,0.0001351712],"domain_scores_gemma":[0.9991745,0.000103433,0.0003863535,0.00004124942,0.0001923482,0.0001020698],"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":[0.00006036833,0.000119203,0.00147121,0.000005587909,0.000005904563,4.032636e-7,0.0002086354,7.878776e-7,0.9943707,0.0002116031,0.0002494385,0.003296149],"study_design_scores_gemma":[0.0002459359,0.001046704,0.738319,0.00009768076,0.000016178,0.0000395841,0.0004224712,0.000006688916,0.2527606,0.006869373,0.0001101769,0.00006564786],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952745,0.0008183878,0.000001022358,0.00355312,0.0001004566,0.0001036225,0.00007657868,0.000002719447,0.00006957017],"genre_scores_gemma":[0.9992034,0.0005495233,0.00007326034,0.00006925577,0.0000889947,3.262401e-7,0.000001955803,2.194777e-7,0.00001308373],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7416102,"threshold_uncertainty_score":0.1493672,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01357627175475162,"score_gpt":0.2099768057514272,"score_spread":0.1964005339966756,"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."}}