{"id":"W2140830721","doi":"10.3390/mi4020243","title":"Analysis of Electric Fields inside Microchannels and Single Cell Electrical Lysis with a Microfluidic Device","year":2013,"lang":"en","type":"article","venue":"Micromachines","topic":"Microfluidic and Bio-sensing Technologies","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Carleton University","funders":"CMC Microsystems; University of Ottawa","keywords":"Microchannel; Microfluidics; Electric field; Lysis; Materials science; Optoelectronics; Mechanics; Nanotechnology; Chemistry; 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":[0.0002380299,0.0002940042,0.0002707426,0.0003172568,0.0002404,0.0003399929,0.0003234387,0.0003417764,0.0004296789],"category_scores_gemma":[0.0004176146,0.0001460534,0.0002416956,0.0002342367,0.0004085881,0.0003654716,0.0001938448,0.0002756313,0.00009622511],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005493407,"about_ca_system_score_gemma":0.0002469141,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005497484,"about_ca_topic_score_gemma":0.0003659682,"domain_scores_codex":[0.9997608,0.00002106171,0.00001327958,0.00005482474,0.0001039078,0.00004613049],"domain_scores_gemma":[0.9996057,0.0002255072,0.00006718705,0.0000255336,0.0000536958,0.00002231145],"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":[0.00009841716,0.00002802587,0.0008374878,0.00005823266,0.000006426883,0.00007996147,0.00005440713,0.003925378,0.991905,0.0002999269,0.00004229121,0.002664639],"study_design_scores_gemma":[0.00001008567,0.0001069658,0.003450742,0.000005745943,0.000007273722,0.00006953431,0.00004544853,0.02906407,0.9664496,0.0001527446,0.0006237275,0.0000139985],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9550979,0.0008016315,0.04267988,0.00007636804,0.00002744476,0.00003931881,0.0001712661,0.0001723784,0.0009337032],"genre_scores_gemma":[0.9883091,0.0002933593,0.0106702,0.00001929313,0.000007391465,0.00003775581,0.0000937116,0.00001222401,0.0005569195],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0005497484,"threshold_uncertainty_score":0.003985822,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006104889124928833,"score_gpt":0.1798629323673627,"score_spread":0.1737580432424339,"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."}}