{"id":"W2053676573","doi":"10.1142/s1793048012500099","title":"DERIVING AN ELECTRIC CIRCUIT EQUIVALENT MODEL OF CELL MEMBRANE PORES IN ELECTROPORATION","year":2013,"lang":"en","type":"article","venue":"Biophysical Reviews and Letters","topic":"Microbial Inactivation Methods","field":"Biochemistry, Genetics and Molecular Biology","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Carleton University","funders":"","keywords":"Electroporation; Membrane potential; Transmembrane protein; Electric field; Biophysics; Membrane; Materials science; Cell membrane; Voltage; Electric potential; Chemistry; Biological system; Physics; Biology; Biochemistry","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":[0.0001738384,0.0001033877,0.000191476,0.00003803609,0.00001895452,0.00001417892,0.00007776399,0.00004897919,0.00001050259],"category_scores_gemma":[0.00003860088,0.00008833776,0.00005195067,0.0001054117,0.00002754887,0.00001283641,0.00002221173,0.00006478881,0.000002794969],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001130587,"about_ca_system_score_gemma":0.00001491034,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003605963,"about_ca_topic_score_gemma":0.00000250754,"domain_scores_codex":[0.9992134,0.0001308349,0.0002381883,0.0002176429,0.00005567101,0.0001442885],"domain_scores_gemma":[0.9996471,0.000007825025,0.0001131842,0.0001634575,0.00002454349,0.00004390806],"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":[0.00000538977,0.00005215137,0.00004616726,0.00005607485,0.000002547335,1.021151e-7,0.00001999243,0.00004095592,0.994669,0.00009030876,0.0002705005,0.004746777],"study_design_scores_gemma":[0.0001255032,0.0001002103,0.0005757838,0.00001367667,0.000005677085,5.898202e-7,0.000003341146,0.002391629,0.9958058,0.00006928109,0.0007975949,0.0001108973],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9820783,0.0004775574,0.01692683,0.0001635573,0.000009449045,0.0002877143,9.046765e-7,0.000002804602,0.00005285896],"genre_scores_gemma":[0.9943063,0.001577804,0.003177866,0.0007804069,0.00006807294,0.00002708776,0.00002769392,0.00001027477,0.0000244833],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01374897,"threshold_uncertainty_score":0.3602309,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03038190652591248,"score_gpt":0.2794541557629739,"score_spread":0.2490722492370614,"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."}}