{"id":"W2032464243","doi":"10.1094/cchem-01-12-0003","title":"Functional Attributes of Proteins Withdrawn from Different Stages of a Commercial Ethanol Fuel/Distillers Dried Grains with Solubles Process Using a Wheat Feedstock","year":2012,"lang":"en","type":"article","venue":"Cereal Chemistry","topic":"Proteins in Food Systems","field":"Agricultural and Biological Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"Ministry of Agriculture - Saskatchewan","keywords":"Coproduct; Chemistry; Raw material; Distillers grains; Food science; Emulsion; Ethanol; Ethanol fuel; Ingredient; Organic chemistry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001117584,0.0002487365,0.00042476,0.000008625268,0.0001279388,0.00002361329,0.000269873,0.0001852487,0.000332655],"category_scores_gemma":[0.0000405986,0.0001049113,0.00009864129,0.0001674028,0.0002647258,0.0001256849,0.00009262374,0.0001748516,0.000002843859],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006780763,"about_ca_system_score_gemma":0.00004173287,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000760089,"about_ca_topic_score_gemma":0.0002648297,"domain_scores_codex":[0.9984977,0.0000460967,0.0003560175,0.0002752566,0.0004565592,0.0003683644],"domain_scores_gemma":[0.9991103,0.00009777054,0.0003512887,0.0001197555,0.0001632327,0.000157592],"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":[0.0002291947,0.0002848108,0.1810403,0.0002575834,0.0000776708,6.129321e-7,0.0002801503,0.000008286486,0.8173161,0.000006820472,0.00007654932,0.0004219456],"study_design_scores_gemma":[0.0004534819,0.0001628511,0.1550286,0.0002538033,0.00005013917,0.000009367601,0.0008490076,0.00001842397,0.8427322,0.00007997567,0.00009994772,0.000262245],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979633,0.0002378246,0.00002972957,0.0001185616,0.00005350423,0.0004320136,0.0005578625,0.0000398911,0.0005672956],"genre_scores_gemma":[0.9991078,0.000003292652,0.00007060523,0.00000904091,0.0004041759,0.00007356911,0.0002438739,0.000003860227,0.00008372747],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02601175,"threshold_uncertainty_score":0.427816,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04843361172306873,"score_gpt":0.2406232570375469,"score_spread":0.1921896453144782,"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."}}