{"id":"W2063745237","doi":"10.1209/0295-5075/81/54002","title":"Shape changes and motion of a vesicle in a fluid using a lattice Boltzmann model","year":2008,"lang":"en","type":"article","venue":"Europhysics Letters (EPL)","topic":"Lattice Boltzmann Simulation Studies","field":"Engineering","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of British Columbia; National Natural Science Foundation of China","keywords":"Lattice Boltzmann methods; Reynolds number; Mechanics; Vesicle; Flexural rigidity; Shear flow; Membrane; Rigidity (electromagnetism); Classical mechanics; Materials science; Simple shear; Physics; Fluid dynamics; Chemistry; Shear stress; Composite material; Turbulence","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005929514,0.0001606874,0.0002281426,0.0001150279,0.00006070095,0.00001103859,0.00007308341,0.00003030609,0.000001802037],"category_scores_gemma":[0.00001454575,0.0001793758,0.00003204454,0.0002614168,0.00007748739,0.0002092713,0.00005692542,0.0001084329,0.000006583649],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000395067,"about_ca_system_score_gemma":0.000005625503,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001289052,"about_ca_topic_score_gemma":0.000002502535,"domain_scores_codex":[0.9992039,0.00002661627,0.0001998911,0.0001882675,0.0001715646,0.0002097165],"domain_scores_gemma":[0.9996515,0.00005190144,0.00004569705,0.0001796929,0.00003626827,0.00003495459],"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":[0.00001222731,0.00003134367,0.001356984,0.0001075326,0.00003436924,0.00002531475,0.003664305,0.5475812,0.4458488,0.0001523051,0.0001054653,0.001080101],"study_design_scores_gemma":[0.0004454152,0.00001478369,0.007602112,0.00003763926,0.0000220089,0.000005085558,0.00003448347,0.9866776,0.004842481,0.00009014832,0.0000448484,0.0001834214],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9899185,0.0001922826,0.009210306,0.0002043584,0.00006217053,0.0001288426,0.000007169922,0.00009729242,0.0001791355],"genre_scores_gemma":[0.996906,0.0000572158,0.002510773,0.0003818795,0.00008053186,0.000004896611,0.000002128378,0.00004614942,0.00001039083],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4410063,"threshold_uncertainty_score":0.7314735,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03677662038859331,"score_gpt":0.2294593751105078,"score_spread":0.1926827547219145,"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."}}