{"id":"W2612395070","doi":"10.1021/acssuschemeng.7b00651","title":"Comparative Study of <i>in Situ</i> and <i>ex Situ</i> Enzymatic Hydrolysis of Milk Protein and Separation of Bioactive Peptides in an Electromembrane Reactor","year":2017,"lang":"en","type":"article","venue":"ACS Sustainable Chemistry & Engineering","topic":"Protein Hydrolysis and Bioactive Peptides","field":"Biochemistry, Genetics and Molecular Biology","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Chemistry; In situ; Peptide; Chromatography; Ultrafiltration (renal); Electrodialysis; Enzymatic hydrolysis; Digestion (alchemy); Ex vivo; Whey protein; Hydrolysis; Biochemistry; Membrane; In vitro; Organic chemistry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002772791,0.0002086676,0.0004974587,0.00007860391,0.00003963238,0.00002449321,0.0001886688,0.0001186468,0.000001099919],"category_scores_gemma":[0.0001380857,0.0002125959,0.00003738963,0.000119138,0.0001126156,0.00005167999,0.0001409798,0.0001223379,2.801968e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000325209,"about_ca_system_score_gemma":0.00004713038,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000274308,"about_ca_topic_score_gemma":0.00007454264,"domain_scores_codex":[0.9988599,0.00003475662,0.000383849,0.0003444339,0.0001290628,0.000248],"domain_scores_gemma":[0.9990459,0.00002285881,0.0003265541,0.0004068408,0.0001442467,0.00005361297],"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":[0.0001666868,0.0003433159,0.004949873,0.00059676,0.00008764482,0.000006732891,0.0009162946,0.0006669548,0.9922105,0.00001060469,6.650045e-7,0.00004393201],"study_design_scores_gemma":[0.0009796346,0.0004389766,0.01058227,0.00008097318,0.00003372374,0.000003006354,0.003301305,0.0004501089,0.9839116,0.00002438386,0.000009487689,0.0001844722],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987264,0.0005102676,0.00002592924,0.00001027635,0.000002964846,0.000527913,0.000006032357,0.000004065112,0.0001861187],"genre_scores_gemma":[0.9996242,0.00004947923,0.0001490317,0.000001279848,0.00001778416,0.00006049998,0.00001896858,0.00001426717,0.00006447572],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008298879,"threshold_uncertainty_score":0.866941,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007731848972087509,"score_gpt":0.2532038341908295,"score_spread":0.245471985218742,"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."}}