{"id":"W2549276006","doi":"10.1109/nanomed.2013.6766311","title":"A simple and quick fabrication method of microfluidic cell sorter using Dielectrophoresis","year":2013,"lang":"en","type":"article","venue":"","topic":"Microfluidic and Bio-sensing Technologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Dielectrophoresis; Polydimethylsiloxane; Fabrication; Materials science; Polyimide; Indium tin oxide; Microfluidics; Microchannel; Lab-on-a-chip; Electrode; Nanotechnology; Optoelectronics; Particle (ecology); Layer (electronics); Chemistry","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":[0.00005884593,0.0001026367,0.000146265,0.00008934556,0.00002785004,0.00001721599,0.00007073385,0.00009292246,0.00006894462],"category_scores_gemma":[0.0000113216,0.00008537958,0.00002806616,0.0001343723,0.00004086645,0.00005957773,0.00003909958,0.00006279503,0.00001014081],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002257198,"about_ca_system_score_gemma":0.000006501466,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003761284,"about_ca_topic_score_gemma":0.000001180934,"domain_scores_codex":[0.9994777,0.00001265324,0.0001677513,0.0001208409,0.00005038711,0.000170679],"domain_scores_gemma":[0.9997165,0.00003076636,0.00002567686,0.0001580903,0.00004481118,0.00002418981],"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":[9.207547e-7,0.000006448714,0.0003883909,0.00003938416,0.000009294203,2.078199e-7,0.00003647012,0.000005020184,0.9745905,0.00002624178,0.01597032,0.008926834],"study_design_scores_gemma":[0.00008543322,0.00002112902,0.0009705371,0.000005785091,0.0000160541,0.000005787371,0.0001194029,0.009989877,0.987094,0.0004738722,0.001108605,0.00010946],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7444918,0.003512924,0.2511724,0.00003502487,0.00002400057,0.0001125925,0.000001559605,0.0002241363,0.0004256035],"genre_scores_gemma":[0.9455583,0.001377708,0.05294367,0.00002623312,0.00001232679,0.00000279073,0.000002196431,0.00001584088,0.00006095438],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2010665,"threshold_uncertainty_score":0.3481678,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01042265960436238,"score_gpt":0.2209725578940595,"score_spread":0.2105498982896971,"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."}}