{"id":"W4288068550","doi":"10.1002/cche.10589","title":"Comparative evaluation of the functionality of faba bean protein isolates with major legume proteins in the market","year":2022,"lang":"en","type":"article","venue":"Cereal Chemistry","topic":"Proteins in Food Systems","field":"Agricultural and Biological Sciences","cited_by":54,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Vicia faba; Legume; Cultivar; Ingredient; Food science; Chemistry; Agronomy; Horticulture; Biology","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":[0.001348397,0.00009095429,0.0001534168,0.000002955512,0.000156347,0.000009949035,0.0004289244,0.00003625127,0.0008430143],"category_scores_gemma":[0.000042514,0.00002743602,0.00005485683,0.0002978254,0.0001169009,0.0000367495,0.0001096678,0.0001895563,4.650518e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007245557,"about_ca_system_score_gemma":0.00005083306,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005808336,"about_ca_topic_score_gemma":0.0002987433,"domain_scores_codex":[0.9984072,0.0004264703,0.0002334652,0.0001742477,0.0006460834,0.0001125666],"domain_scores_gemma":[0.9994141,0.00006948019,0.0002559444,0.000126534,0.0001187995,0.00001518019],"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":[0.0001766793,0.0002231304,0.006271475,0.00006338115,0.00002667352,2.664563e-7,0.0004814982,0.00007179731,0.991681,0.00004636696,0.0002735635,0.0006841591],"study_design_scores_gemma":[0.0006381327,0.0003836384,0.215506,0.0001056501,0.00003850798,0.00002177477,0.007810251,0.000480973,0.7724802,0.001169267,0.001161856,0.0002038043],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9857995,0.00008134872,4.608606e-7,0.0004315192,0.00001213834,0.001225723,0.00008879268,0.000007134115,0.01235338],"genre_scores_gemma":[0.9989892,1.083315e-7,0.000007862815,0.00001308921,0.00004439523,0.0006032425,0.00002786601,6.301782e-7,0.0003135746],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2192008,"threshold_uncertainty_score":0.9230415,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04516134973127899,"score_gpt":0.2507693184870958,"score_spread":0.2056079687558168,"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."}}