{"id":"W4307044454","doi":"10.1139/cjas-2022-0088","title":"The effects of extrusion on nutrient content of Canadian pulses with a focus on protein and amino acids","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Animal Science","topic":"Food composition and properties","field":"Nursing","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan; University of Guelph; Genome Prairie","funders":"Mitacs; Saskatchewan Pulse Growers; Swine Innovation Porc","keywords":"Extrusion; Nutrient; Methionine; Food science; Ingredient; Soybean meal; Legume; Starch; Meal; Population; Biology; Agronomy; Amino acid; Chemistry; Raw material; Biochemistry; Materials science; Medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"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":[0.0001845821,0.0002795759,0.0002408295,0.0002365182,0.0003600318,0.0004544803,0.0001803758,0.0001988099,0.0008497937],"category_scores_gemma":[0.0002388986,0.0001391887,0.0002793483,0.0003687828,0.0002662176,0.0002551414,0.0002740624,0.000393455,0.00008737209],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009384173,"about_ca_system_score_gemma":0.000477237,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03878149,"about_ca_topic_score_gemma":0.09853315,"domain_scores_codex":[0.9998335,0.00001483223,0.00001284008,0.00004106976,0.00005917447,0.00003856017],"domain_scores_gemma":[0.9997998,0.00003548288,0.00004730562,0.00001198508,0.00006578523,0.00003964935],"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":[0.002194166,0.00005715198,0.004575094,0.00008053497,0.00004237371,0.0001091259,0.0001565868,0.0000667104,0.9890774,0.00003814677,0.00003234962,0.003570374],"study_design_scores_gemma":[0.00003089466,0.001682397,0.4329306,0.0000253448,0.0001398537,0.0002481339,0.0006444681,0.0004472963,0.5595645,0.00004173399,0.00421304,0.0000316637],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989663,0.000340385,0.0001374544,0.00001172975,0.000003410075,0.000003957372,0.0001196982,0.000003766289,0.0004132607],"genre_scores_gemma":[0.9952586,0.0005030924,0.000824399,0.00006402407,0.000002429849,0.0000107816,0.0005583219,0.00001418286,0.002764239],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9612185,"threshold_uncertainty_score":0.07711154,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02081144051448715,"score_gpt":0.211158264777916,"score_spread":0.1903468242634289,"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."}}