{"id":"W4211136348","doi":"10.1002/9781119383956.ch9","title":"Byproducts from Fish Harvesting and Processing","year":2019,"lang":"en","type":"other","venue":"","topic":"Protein Hydrolysis and Bioactive Peptides","field":"Biochemistry, Genetics and Molecular Biology","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Fish <Actinopterygii>; Fishery; Environmental science; 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":[0.0005114863,0.001162488,0.0003384902,0.001262164,0.0005522926,0.0009801931,0.0004263682,0.0004440035,0.01492971],"category_scores_gemma":[0.000405706,0.0002016911,0.0005900087,0.001014084,0.0003601405,0.000664176,0.001204025,0.0007556248,0.01254351],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005324574,"about_ca_system_score_gemma":0.0006934425,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00104315,"about_ca_topic_score_gemma":0.00157532,"domain_scores_codex":[0.9994391,0.00003245941,0.00004090821,0.00009043259,0.0003396221,0.0000574523],"domain_scores_gemma":[0.999757,0.00002205119,0.00005579794,0.00004550297,0.00009479066,0.00002498622],"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":[0.0004802512,0.0001361362,0.00338355,0.002181717,0.00005892867,0.001633671,0.0002143071,0.0004751536,0.7697148,0.003709001,0.007735457,0.210277],"study_design_scores_gemma":[0.00001505324,0.0002396926,0.006096864,0.0002026428,0.00006866992,0.001303034,0.0001805626,0.0003354343,0.7514112,0.001374173,0.2387408,0.00003195193],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.4101777,0.04375494,0.1505625,0.001741969,0.002352383,0.002062057,0.01850258,0.00280461,0.3680413],"genre_scores_gemma":[0.5012072,0.03657064,0.09716587,0.001280392,0.0003344349,0.001046411,0.01659618,0.00148263,0.3443163],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01492971,"threshold_uncertainty_score":0.04994488,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008220378363788404,"score_gpt":0.2224206073620741,"score_spread":0.2142002289982857,"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."}}