{"id":"W2096016165","doi":"10.1109/ccece.1997.614821","title":"Discrete planar electrode dielectrophoresis systems","year":2002,"lang":"en","type":"article","venue":"","topic":"Microfluidic and Bio-sensing Technologies","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Microelectronics; Dielectrophoresis; Microelectromechanical systems; Computer science; Nanotechnology; Planar; Particle (ecology); Electrode; Materials science; Computer hardware; Microfluidics; 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":[0.0001683046,0.0004061185,0.0003889707,0.0003403161,0.0002879304,0.001036978,0.001114016,0.0008716721,0.006949819],"category_scores_gemma":[0.0004206915,0.0002873375,0.000169259,0.0004068309,0.0004970559,0.0009384848,0.0007985001,0.0007269557,0.003882449],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003976001,"about_ca_system_score_gemma":0.0001913455,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002070771,"about_ca_topic_score_gemma":0.0002521696,"domain_scores_codex":[0.9996001,0.00003165111,0.00001802252,0.0001167955,0.0001972631,0.00003626517],"domain_scores_gemma":[0.9998123,0.00005820917,0.00002100791,0.00004587975,0.00003985186,0.00002289596],"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":[0.0001757267,0.0001152623,0.0004686992,0.0006886375,0.00003820136,0.0003899659,0.0001761519,0.006564698,0.7035453,0.08348066,0.01166661,0.1926902],"study_design_scores_gemma":[0.0001186592,0.0004837807,0.0009537166,0.0000546849,0.00004820429,0.001445696,0.00008000402,0.09319764,0.5445592,0.02329786,0.3356529,0.0001075511],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.07655293,0.0137925,0.7955046,0.001901537,0.001559403,0.0004796861,0.001378819,0.005498569,0.1033319],"genre_scores_gemma":[0.6378354,0.008623132,0.2546135,0.00076105,0.0003347316,0.0004225343,0.00123931,0.0001470089,0.09602339],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006949819,"threshold_uncertainty_score":0.02324945,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009343041935556568,"score_gpt":0.164899940068705,"score_spread":0.1555568981331484,"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."}}