{"id":"W121694237","doi":"","title":"Dielectrophoresis (DEP) of Cells and Microparticle in PDMS Microfluidic Channels","year":2004,"lang":"en","type":"article","venue":"","topic":"Microfluidic and Bio-sensing Technologies","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; University of Calgary","funders":"","keywords":"Dielectrophoresis; Microfluidics; Microparticle; Microelectrode; Nanotechnology; Materials science; Fluidics; Polystyrene; Fabrication; Electrokinetic phenomena; Biochip; Electrode; Chemistry; Chemical engineering; Polymer; 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":[0.00006215716,0.0001117118,0.000165867,0.0001175346,0.00001606066,0.00001118524,0.00008541049,0.00009135347,0.00001156442],"category_scores_gemma":[0.000007445581,0.00009830583,0.00002497282,0.0002194489,0.00008870807,0.00003702824,0.00004071386,0.00008664263,0.000012019],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003669774,"about_ca_system_score_gemma":0.000008701424,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001327129,"about_ca_topic_score_gemma":0.00001197713,"domain_scores_codex":[0.999388,0.000005407242,0.0001855166,0.0001288694,0.00004972223,0.0002424319],"domain_scores_gemma":[0.999788,0.00001324476,0.00001312089,0.0001454914,0.00001252903,0.00002762527],"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":[0.000005203752,0.0000206591,0.0003098454,0.00003111745,0.000007256927,0.000008736477,0.0001016737,0.0000540887,0.9962944,0.0001801309,0.00136797,0.001618888],"study_design_scores_gemma":[0.0003424276,0.00004605138,0.0004384512,0.00002850917,0.000004928404,0.00001358195,0.0001014996,0.0001030353,0.9975054,0.0006454032,0.0006523121,0.0001183463],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9894255,0.008564907,0.001264099,0.0001429767,0.00006959258,0.00008962122,0.000002647442,0.0002321728,0.0002084299],"genre_scores_gemma":[0.9935957,0.005079934,0.001241516,0.00002511252,0.000009388512,0.000001994272,6.360722e-7,0.00001459865,0.00003114653],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004170119,"threshold_uncertainty_score":0.4008796,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005667594326893663,"score_gpt":0.1745000313602246,"score_spread":0.168832437033331,"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."}}