{"id":"W4416102986","doi":"10.1016/j.afres.2025.101507","title":"Membrane fractionation improved the multifunctional properties of fava bean protein hydrolysate","year":2025,"lang":"en","type":"article","venue":"Applied Food Research","topic":"Protein Hydrolysis and Bioactive Peptides","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Hydrolysate; Amino acid; Peptide; Fractionation; Linoleic acid; DPPH; Ultrafiltration (renal); Membrane","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001608199,0.0004803348,0.0003580847,0.0002122586,0.0001301194,0.0003080413,0.0001024658,0.0002364386,0.0005919848],"category_scores_gemma":[0.0001427608,0.0001322522,0.0004216083,0.0001380216,0.0001351252,0.000259642,0.0001901169,0.0004539322,0.0002656451],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002220216,"about_ca_system_score_gemma":0.000157825,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009002648,"about_ca_topic_score_gemma":0.001139633,"domain_scores_codex":[0.9998699,0.00001653645,0.0000122725,0.00003497806,0.0000258286,0.00004043547],"domain_scores_gemma":[0.9999239,0.00001234634,0.00002044118,0.000006009168,0.00002005707,0.00001734451],"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":[0.00001448416,0.000002367584,0.00003816112,0.00001327631,0.000002118541,0.000008755278,0.000003503649,0.000007191065,0.9996408,0.000004535711,0.000002933065,0.0002617844],"study_design_scores_gemma":[0.000003676351,0.000138167,0.00640092,0.000006335848,0.00002455183,0.000189047,0.0000200398,0.0002324058,0.9917686,0.00001585037,0.001195614,0.000004689429],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9910272,0.002546112,0.005059869,0.00009515828,0.00003220598,0.00002322694,0.0002069433,0.00006211396,0.0009470796],"genre_scores_gemma":[0.9921212,0.001374177,0.00397821,0.00009524226,0.0000122394,0.00002053823,0.0005215305,0.00003974728,0.001837151],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009002648,"threshold_uncertainty_score":0.001980424,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03429447441386594,"score_gpt":0.2931148222512246,"score_spread":0.2588203478373586,"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."}}