{"id":"W2048619157","doi":"10.1007/s10544-007-9095-x","title":"Enhancing dielectrophoresis effect through novel electrode geometry","year":2007,"lang":"en","type":"article","venue":"Biomedical Microdevices","topic":"Microfluidic and Bio-sensing Technologies","field":"Engineering","cited_by":40,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Dielectrophoresis; Electrode; Electrode array; Materials science; Waveform; Electric field; Line (geometry); Dielectric; Acoustics; Optoelectronics; Voltage; Electrical engineering; Physics; Engineering; Geometry","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":[0.0001700499,0.0008031911,0.0004632951,0.000218246,0.0001769446,0.0005160118,0.0009285697,0.0006975829,0.001123638],"category_scores_gemma":[0.0003188104,0.0003763637,0.0002229019,0.0002042912,0.000244125,0.0006514765,0.0004278003,0.000395283,0.0007873388],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003064811,"about_ca_system_score_gemma":0.0001923993,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000160702,"about_ca_topic_score_gemma":0.0003869605,"domain_scores_codex":[0.9997942,0.00002401664,0.00001561793,0.00006056526,0.00007108829,0.00003461772],"domain_scores_gemma":[0.9997521,0.00007002408,0.00005419935,0.00003629923,0.00006116002,0.00002616983],"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":[0.00001990994,0.00001652683,0.00003114961,0.00003972804,0.000003111135,0.00005770344,0.000009962139,0.0001764968,0.9965577,0.0005107344,0.0001443593,0.002432689],"study_design_scores_gemma":[0.00001672714,0.00007127646,0.0002574184,0.000002016183,0.000007521573,0.0001693774,0.000005967142,0.002242881,0.9951007,0.00009923388,0.002016436,0.00001049593],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7387803,0.003471355,0.2328793,0.001281896,0.001317399,0.0002415241,0.0006133444,0.002480468,0.01893445],"genre_scores_gemma":[0.8785449,0.001497055,0.1149472,0.0002678137,0.0001736413,0.0001097629,0.0001993274,0.0001199924,0.004140393],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001123638,"threshold_uncertainty_score":0.003758967,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005873481883882093,"score_gpt":0.2241573505101444,"score_spread":0.2182838686262623,"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."}}