{"id":"W2125487847","doi":"10.1109/icmens.2004.1508940","title":"Dielectrophoretic Membrane Filtration Process by Integrating Microelectrode Array","year":2006,"lang":"en","type":"article","venue":"","topic":"Microfluidic and Bio-sensing Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Filtration (mathematics); Membrane; Cross-flow filtration; Microelectrode; Dielectrophoresis; Separation process; Electrode; Microfluidics; Emulsion; Materials science; Process (computing); Chromatography; Chemistry; Nanotechnology; Chemical engineering; Computer science; Engineering","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":[0.0000474784,0.0001551063,0.0001259177,0.00005554188,0.00005933095,0.00004572598,0.0001145303,0.0001117476,0.00004476529],"category_scores_gemma":[0.00001500116,0.0001273043,0.00003057035,0.0002067533,0.00004398489,0.0000641284,0.000005089922,0.0001764023,0.00001789504],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004884099,"about_ca_system_score_gemma":0.00001043354,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005706651,"about_ca_topic_score_gemma":0.00003097559,"domain_scores_codex":[0.9992873,0.000006661588,0.0001799998,0.0001572036,0.00008165248,0.0002871701],"domain_scores_gemma":[0.9997876,0.00001570917,0.00001955272,0.000131221,0.00003001043,0.00001593813],"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":[0.000002203449,0.00001042195,0.0000269035,0.00002081695,0.000005427545,8.744285e-7,0.00001838999,0.00003606419,0.9645453,0.0005556644,0.0328832,0.001894724],"study_design_scores_gemma":[0.00008185815,0.00003509675,0.000009283702,0.00001258246,0.000006938493,0.0000143516,0.00006624699,0.002039906,0.9941324,0.0007883027,0.002642034,0.0001710005],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8127068,0.002842265,0.1611686,0.0003440626,0.0001005624,0.0001788426,0.000005924876,0.002722294,0.01993057],"genre_scores_gemma":[0.996927,0.0002020843,0.002284344,0.00003533752,0.00004625413,0.000007373248,0.00004400462,0.00002379872,0.0004298052],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1842202,"threshold_uncertainty_score":0.519132,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002533143927579876,"score_gpt":0.1750568262251492,"score_spread":0.1725236822975693,"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."}}