{"id":"W1977588513","doi":"10.1109/nano.2013.6720855","title":"CNT-embedded electro-microchannel for cell electroporation","year":2013,"lang":"en","type":"article","venue":"","topic":"Microbial Inactivation Methods","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Electroporation; Microchannel; Microfluidics; Materials science; Lab-on-a-chip; Nanotechnology; Voltage; Dielectrophoresis; Electrode; Optoelectronics; Biomedical engineering; Electrical engineering; Chemistry; 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":[0.0001290959,0.0001132246,0.00008909385,0.0000330384,0.00006380142,0.00003547845,0.0001058647,0.0001263893,0.0002218314],"category_scores_gemma":[0.00005491131,0.0001064019,0.00006637904,0.00006720488,0.00001719009,0.000006217362,0.00002361955,0.00004690381,0.0000510476],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001714841,"about_ca_system_score_gemma":0.00004963137,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002430087,"about_ca_topic_score_gemma":0.000006065157,"domain_scores_codex":[0.9992703,0.0000427966,0.0001529258,0.000254097,0.00004307604,0.000236834],"domain_scores_gemma":[0.9994763,0.0000113694,0.0000683043,0.0001968912,0.000200872,0.00004627905],"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":[0.00002503316,0.00003320339,0.000009905897,0.000007843054,0.000008992706,2.300448e-8,0.0000101187,0.000004859306,0.9130899,0.0002808196,0.08583684,0.0006924673],"study_design_scores_gemma":[0.0003476335,0.0002713493,0.0000256681,6.500372e-7,0.000005397404,0.00000229948,0.00003659979,0.0001830628,0.9548284,0.0006296314,0.0435317,0.000137652],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4687723,0.00007718726,0.5250775,0.0002991326,0.00006212051,0.0006474117,0.00000362139,0.0000253906,0.005035304],"genre_scores_gemma":[0.8843115,0.00003134339,0.09416962,0.001309375,0.0003444469,0.0001832357,0.0004366165,0.00003678265,0.0191771],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4309079,"threshold_uncertainty_score":0.4338945,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007588585067716458,"score_gpt":0.2574198607959112,"score_spread":0.2498312757281948,"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."}}