{"id":"W4396598304","doi":"10.3389/fnut.2024.1412875","title":"Editorial: Food-derived bioactive peptides: preparation, identification, and structure-activity relationship","year":2024,"lang":"en","type":"editorial","venue":"Frontiers in Nutrition","topic":"Protein Hydrolysis and Bioactive Peptides","field":"Biochemistry, Genetics and Molecular Biology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Identification (biology); Chemistry; Food science; Computational biology; Combinatorial chemistry; Biochemistry; Biology; Botany","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0003744373,0.0003882788,0.0003921522,0.000309748,0.0001483133,0.0002138247,0.0002042408,0.001468523,0.000002763134],"category_scores_gemma":[0.0008434941,0.0004108578,0.0001342403,0.0002677586,0.0002008899,0.00004056307,0.0001069306,0.0006665654,0.000003492726],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001894376,"about_ca_system_score_gemma":0.0002007227,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003487852,"about_ca_topic_score_gemma":0.0001675548,"domain_scores_codex":[0.9976081,0.0002246217,0.0004369898,0.001009825,0.0004579155,0.0002626042],"domain_scores_gemma":[0.9987575,0.00007081871,0.0003140686,0.0004251684,0.0003540732,0.00007840301],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003587161,0.00009250578,0.0002548555,0.0005169493,0.0001508502,6.764786e-7,0.00007232895,0.000005425753,0.06867531,0.00001123733,0.9295841,0.0002770016],"study_design_scores_gemma":[0.0009769952,0.0005165781,0.0003684365,0.0004248695,0.0001534316,0.000001728504,0.0001370628,0.00007085693,0.06894227,0.007165239,0.9205918,0.0006507307],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.03607169,0.007648629,0.002683633,0.00007837851,0.9509805,0.001044306,0.001385864,0.00004369143,0.00006327455],"genre_scores_gemma":[0.2006847,0.003227353,0.001048633,0.000006254535,0.7905282,0.0003308315,0.003751537,0.0000609425,0.0003615301],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.1646131,"threshold_uncertainty_score":0.9998343,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006223217135589943,"score_gpt":0.2541348667549513,"score_spread":0.2479116496193614,"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."}}