{"id":"W3131544431","doi":"10.1016/j.tifs.2021.02.052","title":"Alkali-mediated treatments for extraction and functional modification of proteins: Critical and application review","year":2021,"lang":"en","type":"article","venue":"Trends in Food Science & Technology","topic":"Protein Hydrolysis and Bioactive Peptides","field":"Biochemistry, Genetics and Molecular Biology","cited_by":156,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"Fonds de recherche du Québec – Nature et technologies","keywords":"Extraction (chemistry); Chemistry; Solubility; Protein purification; Combinatorial chemistry; Biochemistry; Chromatography; Organic chemistry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002112137,0.00007010772,0.000116585,0.0002060961,0.0000671655,0.000006899341,0.00006309814,0.0001014978,0.000003129325],"category_scores_gemma":[0.0003230277,0.00006405055,0.00002052129,0.000630165,0.000506419,0.00001255282,0.0000537413,0.00004345149,2.307482e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000170828,"about_ca_system_score_gemma":0.0000453358,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003320683,"about_ca_topic_score_gemma":0.00001865654,"domain_scores_codex":[0.9992465,0.00001538128,0.0001614518,0.0003703165,0.00008441342,0.0001219727],"domain_scores_gemma":[0.9995698,0.00001267677,0.00006785485,0.000182727,0.0001417495,0.00002521552],"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":[0.00001598244,0.0000805286,0.0006861147,0.00003656487,0.000008943409,1.493614e-7,0.000003213669,0.000001040346,0.9281681,0.001701024,0.00001046221,0.0692879],"study_design_scores_gemma":[0.0003638707,0.0005183598,0.007971598,0.00006160063,0.00002629276,0.00002778906,0.00003626,0.0003636211,0.987278,0.00169983,0.001560459,0.00009228213],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9626445,0.01855497,0.01414825,0.00395477,0.00003298549,0.0004537782,0.00003905273,0.0000200359,0.0001516343],"genre_scores_gemma":[0.9955049,0.001533771,0.002485946,0.00004287687,0.00001099762,0.0003252465,0.00006445798,0.000003591872,0.00002820877],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06919562,"threshold_uncertainty_score":0.2611906,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02920825762869252,"score_gpt":0.3361508772359963,"score_spread":0.3069426196073038,"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."}}