{"id":"W3175677462","doi":"10.1002/elps.202100029","title":"Sheath‐assisted versus sheathless dielectrophoretic particle separation","year":2021,"lang":"en","type":"article","venue":"Electrophoresis","topic":"Microfluidic and Bio-sensing Technologies","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Okanagan University College; University of British Columbia, Okanagan Campus; Kelowna General Hospital; University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Dielectrophoresis; Separator (oil production); Ternary operation; Throughput; Nanotechnology; Materials science; Electrode; Particle (ecology); Chromatography; Chemistry; Microfluidics; Computer science; Telecommunications; Physics","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":[0.0004371129,0.0004501714,0.000292079,0.0002629744,0.0001583273,0.0004336057,0.0005738398,0.000500719,0.0005876984],"category_scores_gemma":[0.0004070635,0.0001587559,0.0002337343,0.0002058111,0.0002243518,0.0003864508,0.0002613831,0.0003819999,0.0003586477],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002268142,"about_ca_system_score_gemma":0.0002610514,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002521297,"about_ca_topic_score_gemma":0.0004577588,"domain_scores_codex":[0.9997057,0.00004736716,0.00002821416,0.00008582028,0.0001011748,0.00003161663],"domain_scores_gemma":[0.9997709,0.00008340486,0.00004600382,0.00001934414,0.00005882026,0.00002145854],"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":[0.0000842049,0.00001247892,0.00009627384,0.0001070878,0.000009098735,0.00001983921,0.00001374941,0.00008257442,0.9950163,0.0001454599,0.00006560217,0.004347231],"study_design_scores_gemma":[0.00001277877,0.0001468853,0.0008003646,0.000004837283,0.0000231779,0.0000781729,0.000009345,0.003033551,0.9935961,0.000064169,0.002220329,0.00001018012],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8757613,0.007612584,0.111353,0.0001908208,0.0002253201,0.0001676497,0.0005206858,0.0007522266,0.003416388],"genre_scores_gemma":[0.8358433,0.004881935,0.1535493,0.0003566361,0.00009462009,0.0001894992,0.0009251199,0.00007680038,0.004082764],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0005876984,"threshold_uncertainty_score":0.002311707,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01407764026227287,"score_gpt":0.2375718606248315,"score_spread":0.2234942203625586,"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."}}