{"id":"W2076819870","doi":"10.1021/jp0359485","title":"Oscillating Streaming Potential and Electro-osmosis of Multilayer Membranes","year":2004,"lang":"en","type":"article","venue":"The Journal of Physical Chemistry B","topic":"Microfluidic and Bio-sensing Technologies","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Electrokinetic phenomena; Streaming current; Electro-osmosis; Membrane; Zeta potential; Superposition principle; Electric field; Mechanics; Flow (mathematics); Electric potential; Materials science; Analytical Chemistry (journal); Chemistry; Biological system; Electrophoresis; Chromatography; Nanotechnology; Physics; Voltage; Engineering; Mathematics; Electrical engineering; Mathematical analysis","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":[0.0002909534,0.0003161598,0.0002385169,0.000255246,0.0001267234,0.0003059609,0.0002477152,0.0003593392,0.0003246308],"category_scores_gemma":[0.0007287498,0.0001355349,0.0003117991,0.0001683786,0.0003886794,0.0005799886,0.0004495416,0.0004067683,0.0000862245],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003108202,"about_ca_system_score_gemma":0.0001395626,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002877286,"about_ca_topic_score_gemma":0.0001507514,"domain_scores_codex":[0.9998552,0.00003379578,0.00001188343,0.0000232525,0.00005429594,0.00002144381],"domain_scores_gemma":[0.9998567,0.00006275911,0.00002867969,0.000007039778,0.00003049541,0.00001421588],"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":[0.00005205686,0.0000173213,0.0002282169,0.0001707936,0.00001147699,0.0001473206,0.00005151849,0.01377272,0.9618334,0.01365274,0.000112091,0.009950399],"study_design_scores_gemma":[0.00004408679,0.0002401157,0.001217421,0.00004651082,0.00001967399,0.0003832104,0.00005384843,0.3815196,0.5983374,0.01496075,0.003129968,0.0000473972],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7128308,0.00459388,0.2778217,0.0003978626,0.0001486647,0.000062092,0.00009776263,0.0001204014,0.003926822],"genre_scores_gemma":[0.9625145,0.002355961,0.0331632,0.00006692119,0.00004451676,0.0000454804,0.000067108,0.00001651115,0.001725951],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0003593392,"threshold_uncertainty_score":0.002255201,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004445472909773092,"score_gpt":0.1899759313329948,"score_spread":0.1855304584232217,"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."}}