{"id":"W4200461357","doi":"10.1016/j.jcis.2021.12.140","title":"Tunable particle/cell separation across aqueous two-phase system interface by electric pulse in microfluidics","year":2021,"lang":"en","type":"article","venue":"Journal of Colloid and Interface Science","topic":"Microfluidic and Bio-sensing Technologies","field":"Engineering","cited_by":27,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"Fundamental Research Funds for the Central Universities; Natural Sciences and Engineering Research Council of Canada; National Natural Science Foundation of China","keywords":"Microfluidics; Electrophoresis; Electric field; Dielectrophoresis; Particle (ecology); Electrokinetic phenomena; Aqueous two-phase system; Zeta potential; Nanotechnology; Lab-on-a-chip; Materials science; Particle size; Phase (matter); Analytical Chemistry (journal); Chromatography; Chemistry; Nanoparticle; Organic chemistry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001610864,0.0001667035,0.0001725637,0.0001238581,0.0001794946,0.0003985406,0.0003381216,0.0003249596,0.0006585402],"category_scores_gemma":[0.0001740136,0.0001372075,0.00009772491,0.0001522721,0.000243215,0.0003529367,0.0002759581,0.0003435848,0.0001627232],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002560841,"about_ca_system_score_gemma":0.0002019907,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002173168,"about_ca_topic_score_gemma":0.0004302424,"domain_scores_codex":[0.9998943,0.00001178019,0.000006534283,0.00002909181,0.00003878447,0.00001951562],"domain_scores_gemma":[0.9999312,0.00002704162,0.00001190221,0.00000563675,0.00001440578,0.000009731966],"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":[0.00002787637,0.000009731179,0.00005443976,0.00001870487,0.000001349234,0.00002810822,0.00001651091,0.00004585936,0.9978137,0.0002462832,0.00004286744,0.001694583],"study_design_scores_gemma":[0.000007991979,0.0000341598,0.0003133342,0.000001323606,0.000002682268,0.00003284994,0.00001021104,0.001506811,0.9973143,0.00006347996,0.0007101228,0.000002756247],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9766739,0.00115194,0.01912138,0.0002635302,0.000139638,0.00002463758,0.00006613018,0.0001303153,0.002428569],"genre_scores_gemma":[0.9902896,0.0004869246,0.007120788,0.0001212184,0.00002890811,0.00001865813,0.00003491233,0.00001382944,0.001885052],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006585402,"threshold_uncertainty_score":0.002203047,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007191646969196913,"score_gpt":0.2827677452933436,"score_spread":0.2755760983241466,"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."}}