{"id":"W2078081207","doi":"10.1021/jf103739m","title":"Impact of Ultrafiltration Membrane Material on Peptide Separation from a Snow Crab Byproduct Hydrolysate by Electrodialysis with Ultrafiltration Membranes","year":2011,"lang":"en","type":"article","venue":"Journal of Agricultural and Food Chemistry","topic":"Protein Hydrolysis and Bioactive Peptides","field":"Biochemistry, Genetics and Molecular Biology","cited_by":62,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Université du Québec à Rimouski","funders":"Universidade Federal de Mato Grosso do Sul","keywords":"Ultrafiltration (renal); Electrodialysis; Membrane; Hydrolysate; Chromatography; Chemistry; Peptide; Biochemistry; Hydrolysis","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":[0.000429244,0.0005244776,0.0004824531,0.0002350202,0.0002714945,0.0006846886,0.0001902255,0.0004836178,0.0005136428],"category_scores_gemma":[0.0006112301,0.000185016,0.0004296905,0.0002256189,0.0002310381,0.0005867601,0.0003396432,0.0006013044,0.0002037678],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003546011,"about_ca_system_score_gemma":0.0002218005,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001217199,"about_ca_topic_score_gemma":0.001474048,"domain_scores_codex":[0.9996418,0.00006533839,0.00003840793,0.00007622226,0.0001156127,0.00006271408],"domain_scores_gemma":[0.99965,0.0001425237,0.00009382936,0.00001977858,0.00006104301,0.00003286638],"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":[0.00005751815,0.00001113852,0.000147536,0.00005443263,0.000006527865,0.00002650907,0.00001802564,0.00003816433,0.9988025,0.000006524604,0.000006500046,0.0008245788],"study_design_scores_gemma":[0.000003210222,0.0001810198,0.003606652,0.000009154443,0.00001653558,0.00006753072,0.00003094301,0.0002565859,0.9953099,0.000006775648,0.0005055997,0.000006215663],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995961,0.00150953,0.001892526,0.00006774603,0.00002108054,0.00002358953,0.0001280706,0.00002917538,0.0003672147],"genre_scores_gemma":[0.9906706,0.001765147,0.006134914,0.0001262214,0.0000114338,0.00004072471,0.000276497,0.00003494262,0.0009396252],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001217199,"threshold_uncertainty_score":0.002572834,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006947168242657334,"score_gpt":0.2081594424025852,"score_spread":0.2012122741599278,"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."}}