{"id":"W2114649638","doi":"10.1039/c2fd20117h","title":"Computer simulations of the phase separation in model membranes","year":2012,"lang":"en","type":"article","venue":"Faraday Discussions","topic":"Lipid Membrane Structure and Behavior","field":"Biochemistry, Genetics and Molecular Biology","cited_by":75,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Canadian Institutes of Health Research; Alberta Innovates - Health Solutions; Alberta Innovates - Technology Futures; Western Canada Research Grid; Compute Canada","keywords":"Membrane; Chemical physics; Lipid bilayer; Monolayer; Lipid bilayer phase behavior; Nucleation; Molecular dynamics; Surface tension; Spinodal decomposition; Phase (matter); Bilayer; Chemistry; Ternary operation; Voronoi diagram; Biological membrane; Phase boundary; Materials science; Thermodynamics; Nanotechnology; Computational chemistry; Organic chemistry; Physics","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":[0.0005232181,0.0005149701,0.0009152662,0.000702331,0.00104424,0.0006794585,0.001162878,0.001505743,0.002797455],"category_scores_gemma":[0.002291105,0.0005055341,0.0006979762,0.0009619586,0.000910891,0.0008073032,0.0006379116,0.001023246,0.0002242793],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00182473,"about_ca_system_score_gemma":0.001318044,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01849785,"about_ca_topic_score_gemma":0.01058626,"domain_scores_codex":[0.9997625,0.00007828709,0.00001139103,0.00003194073,0.00005674693,0.00005914702],"domain_scores_gemma":[0.9987923,0.0008008016,0.00006567502,0.00007630797,0.0001527057,0.0001120529],"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":[0.00006953777,0.00005258376,0.0009387511,0.00003291596,0.00002586027,0.00005645515,0.00006610758,0.9914466,0.001836951,0.004221817,0.000211421,0.001041092],"study_design_scores_gemma":[0.00003511816,0.00002236214,0.0002308987,0.000004099655,0.000004747707,0.000006243535,0.000015817,0.9976853,0.0005826149,0.001033512,0.0003738329,0.000005579482],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9635758,0.0003483112,0.024748,0.0004749643,0.00004544496,0.0001026947,0.0009197796,0.0002882417,0.009496625],"genre_scores_gemma":[0.9753569,0.0002281721,0.0214118,0.00009375281,0.00001635952,0.0003818061,0.0009048211,0.00008939576,0.001516965],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01849785,"threshold_uncertainty_score":0.03678036,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01764057728643599,"score_gpt":0.3199500827175032,"score_spread":0.3023095054310673,"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."}}