{"id":"W2604193360","doi":"10.1139/cjp-2016-0796","title":"Deformation and rupture of vesicles confined in narrow channels","year":2017,"lang":"en","type":"article","venue":"Canadian Journal of Physics","topic":"Lipid Membrane Structure and Behavior","field":"Biochemistry, Genetics and Molecular Biology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Vesicle; Physics; Rheology; Deformation (meteorology); Mechanics; Lipid bilayer; Tension (geology); Microfluidics; Bilayer; Lipid vesicle; Molecular dynamics; Biophysics; Chemical physics; Membrane; Classical mechanics; Chemistry; Thermodynamics; Meteorology; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.000168942,0.0002848466,0.0004817138,0.000516808,0.0006419809,0.0007384419,0.0004718881,0.0008103966,0.001491939],"category_scores_gemma":[0.0009144708,0.0002636749,0.0004828143,0.0003236792,0.001123695,0.0006135114,0.0005563275,0.0005895607,0.00009793733],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0011259,"about_ca_system_score_gemma":0.0008045469,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01100695,"about_ca_topic_score_gemma":0.005657389,"domain_scores_codex":[0.9998872,0.00001110345,0.000006572078,0.00002230373,0.00002344054,0.00004937325],"domain_scores_gemma":[0.999699,0.0001058253,0.00005685334,0.00003326406,0.00002511195,0.00007991499],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.0002483998,0.0001704115,0.005171572,0.00003976197,0.00005584315,0.0002991311,0.0001613334,0.9616313,0.02640392,0.003896784,0.0001678455,0.001753674],"study_design_scores_gemma":[0.00004770031,0.00006081426,0.002861392,0.000006192344,0.00001024288,0.00002618736,0.00005618273,0.9920725,0.003934225,0.0007576625,0.0001480962,0.00001873194],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964803,0.00005223909,0.001726604,0.00009871905,0.00001107206,0.00001260396,0.0001200745,0.00003327321,0.001465135],"genre_scores_gemma":[0.9987532,0.00005115317,0.0006901251,0.00002109748,0.000003594264,0.00001283138,0.00009738191,0.0000109133,0.0003598205],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01100695,"threshold_uncertainty_score":0.02188575,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01112704469037915,"score_gpt":0.2331873786657262,"score_spread":0.222060333975347,"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."}}