{"id":"W2022311790","doi":"10.1007/s00232-012-9515-6","title":"A Theoretical Study of Single-Cell Electroporation in a Microchannel","year":2012,"lang":"en","type":"article","venue":"The Journal of Membrane Biology","topic":"Microbial Inactivation Methods","field":"Biochemistry, Genetics and Molecular Biology","cited_by":23,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Nanopore; Microchannel; Electroporation; Electrode; Membrane; Materials science; Membrane potential; Electric field; Cell membrane; Nanotechnology; Biophysics; Chemistry; Physics; Biology","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":[0.0009924939,0.0009458236,0.001496438,0.001137363,0.002013048,0.001804618,0.003344717,0.003033772,0.01609892],"category_scores_gemma":[0.00336292,0.0009784045,0.00143722,0.0007882956,0.003142477,0.003252545,0.001668191,0.001429709,0.00141211],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00269764,"about_ca_system_score_gemma":0.001749604,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004875582,"about_ca_topic_score_gemma":0.002135871,"domain_scores_codex":[0.999483,0.0001198257,0.00001648171,0.00008555187,0.0001869343,0.0001082502],"domain_scores_gemma":[0.9985679,0.0009813164,0.00008133379,0.00009085553,0.0001937227,0.00008483994],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00004993028,0.00007785456,0.0002547189,0.0002226699,0.00001937406,0.000226335,0.0001960562,0.1865561,0.005019947,0.8024104,0.001831923,0.003134771],"study_design_scores_gemma":[0.00003384666,0.00003849991,0.0002331994,0.00003691923,0.00001680593,0.0001646721,0.00008774267,0.9105915,0.001140141,0.08565838,0.001967606,0.0000305763],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1211904,0.002562214,0.5375513,0.006834552,0.0007791909,0.0002798961,0.0003458672,0.0004430498,0.3300136],"genre_scores_gemma":[0.9088285,0.001863762,0.0319576,0.0008123247,0.0003492667,0.0002885291,0.0001005992,0.000292444,0.055507],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01609892,"threshold_uncertainty_score":0.05385625,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01932238362602528,"score_gpt":0.2945138944658723,"score_spread":0.275191510839847,"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."}}