{"id":"W3161928048","doi":"10.1016/b978-0-444-64046-8.00061-6","title":"Dielectric Properties of Cells","year":2019,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Microfluidic and Bio-sensing Technologies","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Dielectrophoresis; Dielectric spectroscopy; Dielectric; Capacitance; Materials science; Electrical impedance; Nanotechnology; Optoelectronics; Biological system; Chemistry; Electrical engineering; Biology; Electrode; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001130463,0.0005701529,0.0003382865,0.0003768888,0.0002446008,0.001097842,0.0004201008,0.0004764548,0.01085314],"category_scores_gemma":[0.0001962019,0.0002752096,0.0001990457,0.0005222726,0.0002815483,0.0009090677,0.0005155563,0.0008862988,0.009409037],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004071365,"about_ca_system_score_gemma":0.0002132299,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002864682,"about_ca_topic_score_gemma":0.0003710643,"domain_scores_codex":[0.9999014,0.000005984829,0.000004730246,0.00002579205,0.00005307929,0.000009028656],"domain_scores_gemma":[0.9999504,0.00001791469,0.000004888349,0.000007147913,0.00001461044,0.000004956761],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00007310124,0.00005449089,0.0002642251,0.0008414724,0.00001804107,0.00032477,0.0002639128,0.001715011,0.5586563,0.04110455,0.02604286,0.3706412],"study_design_scores_gemma":[0.000009015126,0.00008335217,0.001251594,0.000144483,0.00002282195,0.001101776,0.0001412086,0.00220385,0.2502712,0.02197959,0.7227626,0.00002844919],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.05701297,0.1443634,0.1045065,0.002906037,0.003257419,0.000111321,0.001875259,0.0009379652,0.685029],"genre_scores_gemma":[0.1078268,0.08300208,0.01857652,0.0008401503,0.0004754202,0.0001316713,0.001605807,0.0003322581,0.7872093],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01085314,"threshold_uncertainty_score":0.03630739,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01296586701630308,"score_gpt":0.1729326689521822,"score_spread":0.1599668019358791,"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."}}