{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001015299,0.0003950915,0.0001885508,0.0002463381,0.0001199768,0.0002437241,0.00008234303,0.0001697016,0.0003047577],"category_scores_gemma":[0.0001361195,0.0001055042,0.0002229878,0.000170729,0.0001856149,0.0002033213,0.0001273682,0.0003218873,0.0001070562],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001057524,"about_ca_system_score_gemma":0.0001115777,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004408506,"about_ca_topic_score_gemma":0.0007722673,"domain_scores_codex":[0.9999599,0.000004851095,0.000004751294,0.00001007934,0.000009012469,0.00001133433],"domain_scores_gemma":[0.9998839,0.00002384318,0.00003818791,0.000006191978,0.000017709,0.00003015093],"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":[0.00006978373,0.000006726584,0.0003617922,0.0000138735,0.00000297135,0.00002274578,0.000006303993,0.00001396589,0.9990552,0.000005071157,0.000003999533,0.0004376004],"study_design_scores_gemma":[0.00002874674,0.0007929399,0.07800402,0.0000136552,0.00006644782,0.0003566945,0.00008205539,0.0006536467,0.9190611,0.00004144595,0.0008889746,0.00001043926],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982693,0.0006494591,0.0006370499,0.0000299205,0.000007367021,0.00001763859,0.0001265316,0.000004642256,0.0002580788],"genre_scores_gemma":[0.9951244,0.0005842655,0.002559037,0.00006800397,0.00001769201,0.00002803915,0.0007112894,0.000008494666,0.0008988797],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0004408506,"threshold_uncertainty_score":0.001019537,"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."}}