{"id":"W4416723272","doi":"10.1002/fci2.70042","title":"Dual‐Functional Food‐Derived Bioactive Peptides: Expanding Beyond Biological Activity","year":2025,"lang":"en","type":"article","venue":"Food Chemistry International","topic":"Protein Hydrolysis and Bioactive Peptides","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nova Scotia Department of Agriculture; Dalhousie University","funders":"Natural Sciences and Engineering Research Council of Canada; Dalhousie University","keywords":"Biological activity; Identification (biology); Biological fluids","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001460484,0.0002690313,0.0001970993,0.00005773377,0.0001546779,0.00006876032,0.000298596,0.0002801219,0.0002766461],"category_scores_gemma":[0.0002127613,0.000249235,0.0002364372,0.0001255298,0.000198661,0.00001546434,0.0003126205,0.000209659,0.0000105976],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001022121,"about_ca_system_score_gemma":0.0001141202,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006193799,"about_ca_topic_score_gemma":0.000007379869,"domain_scores_codex":[0.9985709,0.00004027221,0.0002393579,0.0006369445,0.0002394358,0.0002731423],"domain_scores_gemma":[0.9992611,0.00003881261,0.0001464075,0.0002734234,0.0001996603,0.00008058454],"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":[0.0003071477,0.0001931956,0.002117431,0.00001365185,0.0006764747,0.000001733022,0.00001316568,0.00002411778,0.9939243,0.0001852181,0.001282322,0.00126127],"study_design_scores_gemma":[0.0007021148,0.0002240226,0.004982714,0.00002558886,0.00002037159,0.00001715876,0.0001139697,0.00005288026,0.9842663,0.0006559414,0.008676539,0.0002623947],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9778178,0.0001930541,0.003206463,0.0005872537,0.0003541491,0.0001421548,0.0002227481,0.00003849301,0.01743785],"genre_scores_gemma":[0.9963716,0.00006131051,0.0002858694,0.0002349086,0.0006367342,0.0001031247,0.0005196821,0.00001398267,0.001772778],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01855377,"threshold_uncertainty_score":0.999996,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01778066197451272,"score_gpt":0.2631719829178257,"score_spread":0.245391320943313,"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."}}