{"id":"W2068498210","doi":"10.1103/physreve.74.011710","title":"Liquid crystal model of membrane flexoelectricity","year":2006,"lang":"en","type":"article","venue":"Physical Review E","topic":"Advanced Materials and Mechanics","field":"Engineering","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Flexoelectricity; Liquid crystal; Membrane; Curvature; Electric field; Torsion (gastropod); Classical mechanics; Materials science; Bending; Tension (geology); Mechanics; Condensed matter physics; Physics; Chemistry; Composite material; Mathematics; Geometry","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":[0.00004140795,0.00008535532,0.0002699155,0.00000868371,0.000008383106,0.000001984065,0.00006235018,0.00001289522,0.00001282073],"category_scores_gemma":[0.00001159406,0.00007309184,0.00007103103,0.00008303953,0.000006737122,0.00004909362,0.00001281631,0.00004600198,0.00001092489],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001326817,"about_ca_system_score_gemma":0.000006041681,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003004491,"about_ca_topic_score_gemma":6.074906e-7,"domain_scores_codex":[0.9995571,0.000007060703,0.0001518525,0.00007340543,0.00008581385,0.0001247652],"domain_scores_gemma":[0.9997971,0.0000129412,0.00002551579,0.0001182052,0.00002110964,0.00002510015],"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":[0.000003468625,0.00003059583,2.034111e-8,0.001350548,0.000003433133,2.638674e-7,0.00000221332,0.02713725,0.9461814,0.02425545,0.0001985113,0.0008368979],"study_design_scores_gemma":[0.00009303231,0.00004947453,6.968733e-7,0.000331909,0.00003903031,6.435515e-7,2.114451e-7,0.2139583,0.7665735,0.0161237,0.002685984,0.0001435198],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7455713,0.05218468,0.1868847,0.00008365955,0.0002438501,0.0007049759,0.00007806432,0.0005174644,0.01373133],"genre_scores_gemma":[0.9888576,0.01008437,0.0008557423,0.00004315027,0.0000982004,0.00001357304,0.000006298346,0.00001747909,0.00002364259],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2432863,"threshold_uncertainty_score":0.2980599,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01176548941227858,"score_gpt":0.2467885069418533,"score_spread":0.2350230175295747,"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."}}