{"id":"W2951049548","doi":"10.1016/j.bpj.2018.04.024","title":"Membrane Diffusion Occurs by Continuous-Time Random Walk Sustained by Vesicular Trafficking","year":2018,"lang":"en","type":"article","venue":"Biophysical Journal","topic":"Lipid Membrane Structure and Behavior","field":"Biochemistry, Genetics and Molecular Biology","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research","keywords":"Membrane; Diffusion; Exocytosis; Biophysics; Brownian motion; Endocytic cycle; Chemistry; Cell membrane; Endocytosis; Biology; Cell; Biochemistry; Physics; Thermodynamics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001626623,0.0002764681,0.0003329721,0.0000343888,0.0002801983,0.0001050851,0.0003028902,0.0002116287,0.0001532294],"category_scores_gemma":[0.00005521836,0.0002113973,0.0002629834,0.00009755026,0.0002219203,0.0000124674,0.00007738094,0.000241255,0.00004377323],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002244805,"about_ca_system_score_gemma":0.00005807377,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000680721,"about_ca_topic_score_gemma":6.159343e-7,"domain_scores_codex":[0.9984321,0.0001118331,0.0003148788,0.000364894,0.0003082037,0.0004680649],"domain_scores_gemma":[0.9991246,0.00001629329,0.0001677534,0.0002526302,0.0001726831,0.0002660193],"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":[0.0004266022,0.0001697238,0.00006406396,0.000006716179,0.00005816339,0.00001459883,0.00003952934,5.51787e-7,0.973262,0.00000476192,0.02276797,0.003185346],"study_design_scores_gemma":[0.003061819,0.0006310871,0.00009043687,0.00001628322,0.00008905981,0.0001077921,0.00005431209,0.00005040552,0.9461972,0.000003056873,0.04940046,0.0002981353],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982088,0.00005797581,0.0005447124,0.0002745251,0.0003908542,0.0001680054,0.00004042574,0.00002466739,0.0002900948],"genre_scores_gemma":[0.9951556,0.00007685688,0.00009418999,0.0003799874,0.002716372,0.000004655325,0.0001627936,0.00003839505,0.001371178],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02706482,"threshold_uncertainty_score":0.8620532,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00353078547464375,"score_gpt":0.2240154995255636,"score_spread":0.2204847140509198,"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."}}