{"id":"W4411157450","doi":"10.3390/pr13061823","title":"Optimized Production and Bioactivities of Protein Hydrolysates from Atlantic Salmon Processing Discards","year":2025,"lang":"en","type":"article","venue":"Processes","topic":"Protein Hydrolysis and Bioactive Peptides","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"Canada First Research Excellence Fund; Ocean Frontier Institute","keywords":"Discards; Fishery; Hydrolysate; Chemistry; Fish <Actinopterygii>; Biology; Biochemistry","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":[0.0005705324,0.000915233,0.0005252961,0.0003823748,0.000146876,0.0005278194,0.0001824139,0.000286339,0.0004690501],"category_scores_gemma":[0.000405522,0.0002190221,0.00044473,0.0005469689,0.0002540118,0.000300356,0.0002996461,0.000568509,0.0002212589],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003343261,"about_ca_system_score_gemma":0.0003502567,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001403638,"about_ca_topic_score_gemma":0.003336679,"domain_scores_codex":[0.9996295,0.00006163502,0.00005093322,0.00006415082,0.0001207917,0.00007294171],"domain_scores_gemma":[0.9998024,0.00003608385,0.00007167075,0.00001168485,0.0000446054,0.00003362077],"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":[0.00005024863,0.00001673651,0.0001490834,0.00003458261,0.000004882092,0.0000321342,0.00001147861,0.0000929778,0.9990182,0.000007177628,0.000005350942,0.0005771284],"study_design_scores_gemma":[0.000005659417,0.0002768907,0.004310581,0.00001145004,0.00002587999,0.00006505943,0.00005532159,0.000305873,0.9942393,0.00000748348,0.0006899493,0.000006587579],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948249,0.001043357,0.003052704,0.00003710588,0.00001692569,0.00007239568,0.0003252548,0.00002564207,0.0006016871],"genre_scores_gemma":[0.9858795,0.001521372,0.008764049,0.00005150774,0.00001278299,0.00007729582,0.00115854,0.00004548018,0.002489416],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001403638,"threshold_uncertainty_score":0.003017306,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006524537629961861,"score_gpt":0.2350187311528017,"score_spread":0.2284941935228399,"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."}}