{"id":"W3045039528","doi":"10.1177/1081286520939162","title":"An analysis of lipid membrane morphology in the presence of coordinate-dependent non-uniformity","year":2020,"lang":"en","type":"article","venue":"Mathematics and Mechanics of Solids","topic":"Lipid Membrane Structure and Behavior","field":"Biochemistry, Genetics and Molecular Biology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; China Scholarship Council","keywords":"Membrane; Coordinate system; Mathematical analysis; Boundary value problem; Mathematics; Boundary (topology); Mechanics; Classical mechanics; Materials science; Physics; Geometry; Chemistry","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":[0.0002615738,0.0004230058,0.0004775736,0.0003285238,0.0003147253,0.000785386,0.0008861721,0.0008836039,0.0007926471],"category_scores_gemma":[0.0008910975,0.0002649232,0.0003776914,0.0002302657,0.000983708,0.001040504,0.0007440608,0.0005096516,0.0002248824],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005079294,"about_ca_system_score_gemma":0.0003318239,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009245648,"about_ca_topic_score_gemma":0.0006040049,"domain_scores_codex":[0.9998512,0.00003169656,0.0000055143,0.00003791128,0.00004856767,0.0000251453],"domain_scores_gemma":[0.9997223,0.00006913702,0.00008477527,0.00004076766,0.00005033078,0.00003275224],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001010926,0.00006755352,0.002083093,0.0001392821,0.00003406608,0.00260775,0.0002763503,0.3936832,0.3458928,0.2477239,0.0003769314,0.007013949],"study_design_scores_gemma":[0.000007091322,0.0000772058,0.001727559,0.000005325026,0.000009445161,0.0002712706,0.00006164895,0.967644,0.01247941,0.01684952,0.0008485997,0.00001884236],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6244011,0.000743325,0.3610156,0.0007967158,0.00007781259,0.00005852875,0.00009661352,0.0001559737,0.01265434],"genre_scores_gemma":[0.9843602,0.000580879,0.01048457,0.0000496823,0.00003100027,0.00003104571,0.00003409906,0.00002757489,0.004401052],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009245648,"threshold_uncertainty_score":0.003685355,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0128774011006107,"score_gpt":0.2585375173937307,"score_spread":0.24566011629312,"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."}}