{"id":"W4406595052","doi":"10.1111/1750-3841.17645","title":"Deep eutectic system enhanced oat protein extraction","year":2025,"lang":"en","type":"article","venue":"Journal of Food Science","topic":"Ionic liquids properties and applications","field":"Chemical Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"National Natural Science Foundation of China","keywords":"Extraction (chemistry); Eutectic system; Chemistry; Choline chloride; Protein purification; Ionic liquid; Hydrogen bond; Yield (engineering); Deep eutectic solvent; Chromatography; Molecule; Biochemistry; Materials science; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001856278,0.000595652,0.0003683118,0.0004619673,0.0001636511,0.0003549872,0.000184668,0.0003605275,0.0008234203],"category_scores_gemma":[0.0002590063,0.0001489444,0.0004132598,0.0003540482,0.0001853568,0.0007133836,0.0004576871,0.0006513812,0.0004047976],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002620968,"about_ca_system_score_gemma":0.0001849991,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005485023,"about_ca_topic_score_gemma":0.001368055,"domain_scores_codex":[0.9997906,0.00001913078,0.00001907899,0.00005327996,0.00008140309,0.00003650981],"domain_scores_gemma":[0.9999111,0.00001633325,0.00002813562,0.000005356188,0.00002933314,0.000009801329],"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":[0.00003409163,0.00001145551,0.0001208704,0.000203521,0.00000958565,0.000091186,0.00002153557,0.0001854489,0.9955024,0.0001160072,0.00008086269,0.003623061],"study_design_scores_gemma":[0.000005679506,0.00008606987,0.0008627853,0.00002201682,0.00002049896,0.0001187794,0.00002586068,0.001509679,0.9926547,0.00006106143,0.004622325,0.00001063502],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9157512,0.01806919,0.05684542,0.0003217145,0.0002053548,0.0001680544,0.001127014,0.0005724391,0.006939725],"genre_scores_gemma":[0.9527423,0.007780862,0.03190521,0.0002970877,0.0000412739,0.0001247338,0.0008815101,0.0001546754,0.006072393],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008234203,"threshold_uncertainty_score":0.002754569,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01123723631805074,"score_gpt":0.2558619144091147,"score_spread":0.244624678091064,"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."}}