{"id":"W1998471404","doi":"10.1016/j.btre.2014.12.003","title":"Mechanisms of plastein formation, and prospective food and nutraceutical applications of the peptide aggregates","year":2014,"lang":"en","type":"review","venue":"Biotechnology Reports","topic":"Protein Hydrolysis and Bioactive Peptides","field":"Biochemistry, Genetics and Molecular Biology","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Proteases; Protease; Nutraceutical; Peptide; Chemistry; Hydrolysate; Computational biology; Biochemistry; Biology; Enzyme; Hydrolysis","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":[0.000323205,0.000745885,0.0005977129,0.002121862,0.0002617395,0.0006415937,0.0005399563,0.000814596,0.001366182],"category_scores_gemma":[0.0002971392,0.0002522865,0.0003061441,0.001262415,0.0004235247,0.001219329,0.0005044799,0.0009673099,0.001110643],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000446655,"about_ca_system_score_gemma":0.000518578,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003931473,"about_ca_topic_score_gemma":0.0005507137,"domain_scores_codex":[0.9998825,0.00001360687,0.00001516816,0.00002594852,0.0000498934,0.00001284879],"domain_scores_gemma":[0.9998664,0.00005073167,0.00003402603,0.000005415157,0.00002932399,0.00001420261],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006969797,0.0001065126,0.0002852971,0.02014627,0.00006643292,0.0005837445,0.0001109357,0.0008158367,0.03099433,0.008922077,0.00860807,0.929291],"study_design_scores_gemma":[0.000009434225,0.0002139281,0.001113423,0.002191286,0.00007520685,0.003718779,0.00009725632,0.0002542386,0.01705503,0.002869645,0.9723678,0.00003401373],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006551199,0.9964601,0.0005399088,0.0001632667,0.0001132003,0.000007230637,0.00001696963,0.00001217205,0.002031948],"genre_scores_gemma":[0.002657667,0.9956425,0.0004802993,0.00008096213,0.00007762076,0.000008047842,0.00002736067,0.000001752905,0.001023773],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002121862,"threshold_uncertainty_score":0.004570305,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009132125735400155,"score_gpt":0.2532403877352545,"score_spread":0.2441082619998543,"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."}}