{"id":"W1539883568","doi":"10.1002/9781444325546.ch40","title":"Bioactive Peptides from Seafood and their Health Effects","year":2010,"lang":"en","type":"other","venue":"","topic":"Protein Hydrolysis and Bioactive Peptides","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Health benefits; Computational biology; Chemistry; Food science; Data science; Biology; Biotechnology; Computer science; Medicine; Traditional medicine","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":[0.0001658796,0.0005389117,0.0002836185,0.0006604242,0.0001941641,0.0006336503,0.0003002695,0.0004343263,0.01891627],"category_scores_gemma":[0.0001117744,0.000138602,0.0002030522,0.0007951622,0.0001379794,0.0005424093,0.0003760081,0.0006077755,0.006209202],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002944503,"about_ca_system_score_gemma":0.0003031612,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000752265,"about_ca_topic_score_gemma":0.001257103,"domain_scores_codex":[0.9999338,0.00000422254,0.00000369253,0.000009883561,0.0000402478,0.000008021458],"domain_scores_gemma":[0.9999552,0.000009087704,0.000006599413,0.000002265256,0.00001793077,0.000009059305],"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":[0.0006396778,0.0002731189,0.0004477165,0.002871211,0.00002390337,0.0005140262,0.00009475654,0.0005103919,0.2260224,0.006759686,0.03133554,0.7305076],"study_design_scores_gemma":[0.00002996685,0.0002926269,0.004054101,0.0005723513,0.00003220012,0.0007022386,0.00008179589,0.0001407125,0.09189668,0.002442205,0.899736,0.00001905652],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.03810498,0.6224611,0.009180106,0.0025748,0.002763183,0.000127042,0.003283131,0.0003086159,0.321197],"genre_scores_gemma":[0.04766681,0.5877696,0.01088851,0.0008968301,0.001183187,0.0001016774,0.00269946,0.0001113754,0.3486826],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01891627,"threshold_uncertainty_score":0.06328124,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004280356658829036,"score_gpt":0.2237250839090827,"score_spread":0.2194447272502537,"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."}}