{"id":"W4214862220","doi":"10.1007/s11947-022-02786-4","title":"Isolation of Immunomodulatory Biopeptides from Atlantic Mackerel (Scomber scombrus) Protein Hydrolysate based on Molecular Weight, Charge, and Hydrophobicity","year":2022,"lang":"en","type":"article","venue":"Food and Bioprocess Technology","topic":"Protein Hydrolysis and Bioactive Peptides","field":"Biochemistry, Genetics and Molecular Biology","cited_by":16,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Scomber; Mackerel; Chemistry; Ultrafiltration (renal); Peptide; Hydrolysate; Chromatography; Biochemistry; Food science; Biology; Fish <Actinopterygii>; Fishery","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":[],"consensus_categories":[],"category_scores_codex":[0.0001610478,0.0002675609,0.0003233246,0.0002424647,0.000207747,0.00001790112,0.0002633178,0.0002326563,0.00003387155],"category_scores_gemma":[0.00002667095,0.000241301,0.00007592556,0.0002965162,0.0003208152,0.000008723428,0.0003554972,0.0002388715,0.000001711225],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001730676,"about_ca_system_score_gemma":0.00004501527,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001000246,"about_ca_topic_score_gemma":0.00001222625,"domain_scores_codex":[0.9985458,0.00006490968,0.000297059,0.0006388326,0.0001894453,0.0002639221],"domain_scores_gemma":[0.9992343,0.00000851317,0.0002327157,0.0004117644,0.00006007245,0.00005266029],"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":[0.0003611,0.0001832906,0.006809708,0.00004917915,0.0001040571,0.000004612763,0.0000129857,0.00002386936,0.9908141,0.0002564863,0.000009358318,0.001371257],"study_design_scores_gemma":[0.0009011328,0.002166603,0.001147074,0.00004419697,0.00003829647,0.00001104759,0.00004124164,0.001568396,0.9915459,0.001516582,0.0007120493,0.0003075235],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963271,0.002365954,0.0003205336,0.0003143033,0.00003610681,0.0004139679,0.000100212,0.00004516055,0.00007667667],"genre_scores_gemma":[0.9986393,0.00007654351,0.0007546596,0.0001426611,0.00002927474,0.0001561939,0.0001420519,0.00002956883,0.00002970784],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005662634,"threshold_uncertainty_score":0.983997,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004232568051604772,"score_gpt":0.1955117053671397,"score_spread":0.1912791373155349,"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."}}