{"id":"W1996149942","doi":"10.1016/j.ifset.2012.02.003","title":"Production of pea protein concentrates by ultrafiltration: Influence of hollow-fibre module","year":2012,"lang":"en","type":"article","venue":"Innovative Food Science & Emerging Technologies","topic":"Electrospun Nanofibers in Biomedical Applications","field":"Materials Science","cited_by":21,"is_retracted":false,"has_abstract":false,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"Agriculture and Agri-Food Canada","keywords":"Ultrafiltration (renal); Membrane; Fouling; Permeation; Chromatography; Chemistry; Flux (metallurgy); Materials science; Chemical engineering; Biochemistry","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.001186854,0.0001833343,0.0002620337,0.000320748,0.0002679664,0.00002934255,0.00107418,0.000115061,0.000008863032],"category_scores_gemma":[0.0006493426,0.0001540183,0.00002562637,0.006560012,0.005033535,0.001461944,0.0002102446,0.0001768795,0.000005600453],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009525789,"about_ca_system_score_gemma":0.0002070494,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001659586,"about_ca_topic_score_gemma":0.000001044831,"domain_scores_codex":[0.9976177,0.00003048268,0.000579567,0.0004494755,0.0007407736,0.000582033],"domain_scores_gemma":[0.9977602,0.00004405223,0.0005668167,0.000560293,0.001033882,0.00003479683],"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":[0.00000706294,0.0001115545,0.001184054,0.00002831497,0.000004993904,4.168587e-8,0.000323845,0.00003585797,0.9434563,0.05347719,0.0002242123,0.001146598],"study_design_scores_gemma":[0.0000904282,0.0002702232,0.0008605046,0.00007273161,0.000004122324,0.000003106824,0.001146583,0.00002066653,0.9893631,0.007738373,0.0002670794,0.0001630999],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940443,0.0003148592,0.002877274,0.001354015,0.0001578644,0.0006332041,0.00003018408,0.0004117485,0.000176569],"genre_scores_gemma":[0.9779046,0.00001942383,0.02183041,0.00001379553,0.00001700878,0.0001785735,0.000004778409,0.000009102067,0.00002234036],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0459068,"threshold_uncertainty_score":0.9976742,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01234688253649685,"score_gpt":0.2680128333121336,"score_spread":0.2556659507756368,"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."}}