{"id":"W1981618666","doi":"10.1016/j.memsci.2012.10.036","title":"Impact of water splitting phenomenon during electrodialysis with ultrafiltration membranes on peptide selectivity and migration","year":2012,"lang":"en","type":"article","venue":"Journal of Membrane Science","topic":"Membrane-based Ion Separation Techniques","field":"Engineering","cited_by":39,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec à Rimouski; Université Laval","funders":"","keywords":"Electrodialysis; Membrane; Ultrafiltration (renal); Selectivity; Chemistry; Chromatography; Limiting current; Peptide; Fractionation; Electric field; Current density; Analytical Chemistry (journal); Chemical engineering; Electrochemistry; Electrode; Organic chemistry; Catalysis; Biochemistry","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":[0.0004476027,0.0003056801,0.000260081,0.00007622515,0.0002672529,0.0004744774,0.0002452151,0.0004243914,0.0006607437],"category_scores_gemma":[0.0008201536,0.0001797858,0.0001960693,0.0001321971,0.0003889096,0.0006736796,0.0002023859,0.0005321948,0.0001580801],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000363579,"about_ca_system_score_gemma":0.0002665246,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006136842,"about_ca_topic_score_gemma":0.0007919454,"domain_scores_codex":[0.9997893,0.00003712742,0.00001550258,0.00005012548,0.00004784353,0.00006019638],"domain_scores_gemma":[0.9995785,0.0002400335,0.00006315551,0.00002624651,0.00006462842,0.00002749105],"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":[0.0002939356,0.00001518207,0.0002804338,0.00002946502,0.000009032843,0.00004898912,0.00006355608,0.0000537206,0.997626,0.00004384401,0.00002150629,0.001514365],"study_design_scores_gemma":[0.000007643182,0.00008174816,0.001343289,0.000002911854,0.00001204585,0.00004630088,0.00003273042,0.0003572423,0.9978622,0.0000193105,0.0002304618,0.000004262023],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997453,0.0005509114,0.001564111,0.00005980971,0.00002911472,0.000007660294,0.00004867738,0.00001547298,0.0002710763],"genre_scores_gemma":[0.9986396,0.0003920484,0.0006313504,0.00005134127,0.000007716662,0.00000718596,0.00004428909,0.00001134103,0.0002150716],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006607437,"threshold_uncertainty_score":0.002637923,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007022567871002817,"score_gpt":0.2426611676831838,"score_spread":0.235638599812181,"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."}}