{"id":"W6999330468","doi":"","title":"Comparison of physical and biochemical methods to evaluate the gluten strength of Canadian hard red winter wheats","year":2019,"lang":"en","type":"dissertation","venue":"Mspace (University of Manitoba)","topic":"Wheat and Barley Genetics and Pathology","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Glutenin; Gluten; Farinograph; Repeatability; Wheat flour; Plant protein; Absorption of water","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001876569,0.001030742,0.0004422744,0.00369126,0.000921187,0.0009904187,0.0007848768,0.0005106423,0.0006171713],"category_scores_gemma":[0.001451685,0.0004289632,0.0005776423,0.002175474,0.0006811013,0.0002569577,0.0006086871,0.0005136834,0.0002132242],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002773042,"about_ca_system_score_gemma":0.002018481,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2673422,"about_ca_topic_score_gemma":0.4811081,"domain_scores_codex":[0.997113,0.0002568596,0.0001187312,0.0003971989,0.001955525,0.0001585911],"domain_scores_gemma":[0.9984479,0.0001828306,0.0002373403,0.00009121878,0.0008877342,0.0001530567],"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":[0.0005213611,0.0001516941,0.06730495,0.0003677512,0.0003620681,0.00008192447,0.0005720895,0.0007228655,0.9040083,0.0002127916,0.0001795607,0.02551454],"study_design_scores_gemma":[0.00003025197,0.0007966884,0.8060527,0.00003753877,0.0003560027,0.0003145136,0.0006004278,0.00249951,0.1851909,0.000089641,0.00395015,0.00008157843],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9759583,0.003659435,0.01305443,0.0001083834,0.00004012121,0.0003480767,0.001728207,0.0001242525,0.004978847],"genre_scores_gemma":[0.9336962,0.003495858,0.05397248,0.0001800141,0.0000222876,0.0002956906,0.002296402,0.00006433805,0.005976783],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7326578,"threshold_uncertainty_score":0.5315723,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03861977807804779,"score_gpt":0.2794604280138608,"score_spread":0.240840649935813,"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."}}