{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001562436,0.0001694223,0.0002936398,0.0005426615,0.0001229033,0.00006744599,0.0001554173,0.00004509236,0.00003452388],"category_scores_gemma":[0.0000821062,0.0001090255,0.00007568041,0.0005631754,0.0001221264,0.001608704,0.000008342618,0.000211507,0.000002072727],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001878775,"about_ca_system_score_gemma":0.00007695913,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000156849,"about_ca_topic_score_gemma":0.000006772647,"domain_scores_codex":[0.9984132,0.00005650043,0.0004453361,0.0001364373,0.0005934846,0.0003550656],"domain_scores_gemma":[0.9991326,0.00007678059,0.0002252864,0.0001549595,0.0002503794,0.0001600163],"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":[0.0001107645,0.00004562368,0.004136435,0.00007817479,0.00003098008,9.483406e-7,0.001023287,0.01990109,0.9743456,0.00001797877,0.000005099483,0.000303976],"study_design_scores_gemma":[0.0003325074,0.0003867135,0.01924293,0.00005686701,0.00003186023,0.00011693,0.00004414751,0.002152918,0.9774807,0.00001089143,0.00001143036,0.0001321061],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977658,0.00007416507,0.001415926,0.00003496022,0.00005906478,0.0001226252,0.000001380929,0.00004860127,0.0004774362],"genre_scores_gemma":[0.9985715,0.0001117568,0.001147255,0.000007030726,0.0001293282,0.000002501006,0.000001190303,0.00001594475,0.00001355613],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01774817,"threshold_uncertainty_score":0.444593,"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."}}