{"id":"W4318915360","doi":"10.2174/1381612829666230201121353","title":"Production Technology and Functionality of Bioactive Peptides","year":2023,"lang":"en","type":"review","venue":"Current Pharmaceutical Design","topic":"Protein Hydrolysis and Bioactive Peptides","field":"Biochemistry, Genetics and Molecular Biology","cited_by":55,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Production (economics); Chemistry; Computer science; Biotechnology; Computational biology; Business; Biology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003269338,0.0007636925,0.0005400569,0.0008735482,0.0002720298,0.0006287274,0.0004288378,0.0005728689,0.0009585877],"category_scores_gemma":[0.0003182734,0.0002924477,0.0006022789,0.0009677873,0.0002921745,0.001166578,0.0004780997,0.0007876509,0.0009961695],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003063006,"about_ca_system_score_gemma":0.00040851,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003250904,"about_ca_topic_score_gemma":0.0002674298,"domain_scores_codex":[0.9996812,0.00003418478,0.0000457313,0.00007695377,0.0001208609,0.00004109277],"domain_scores_gemma":[0.9999222,0.00001737763,0.00002118199,0.000009196733,0.00002259965,0.000007443779],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001275878,0.000097392,0.000681122,0.01827186,0.00007663488,0.001267846,0.0002492116,0.001640246,0.7005004,0.02097881,0.004923117,0.2511858],"study_design_scores_gemma":[0.00002672569,0.0005973742,0.001995097,0.0009224862,0.0001421023,0.003203192,0.0001052536,0.001187023,0.4550128,0.004289966,0.532446,0.00007196906],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.05696028,0.8567084,0.05115626,0.00115792,0.001186447,0.0002914891,0.001172276,0.0002689311,0.03109802],"genre_scores_gemma":[0.1805768,0.7649565,0.0418942,0.0009212865,0.0007530519,0.0003979193,0.001333014,0.00007886864,0.009088319],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0009585877,"threshold_uncertainty_score":0.003206789,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2002366378459088,"score_gpt":0.4271164066491547,"score_spread":0.2268797688032458,"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."}}