{"id":"W2888544767","doi":"10.1103/physreve.98.022409","title":"Fluidization of epithelial sheets by active cell rearrangements","year":2018,"lang":"en","type":"article","venue":"Physical review. E","topic":"Cellular Mechanics and Interactions","field":"Biochemistry, Genetics and Molecular Biology","cited_by":75,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Javna Agencija za Raziskovalno Dejavnost RS","keywords":"Fluidization; Vertex model; Vertex (graph theory); Mechanics; Stress relaxation; Biological system; Biophysics; Energy landscape; Physics; Materials science; Chemistry; Statistical physics; Computer science; Thermodynamics; Biology; Creep; Fluidized bed; Theoretical computer science","routes":{"ca_aff":true,"ca_fund":false,"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":[0.00004873767,0.0000744973,0.0001175658,0.000008252897,0.00002949099,0.000003555902,0.00008877896,0.00002419874,0.0001130271],"category_scores_gemma":[0.0000481382,0.00006599403,0.00008705604,0.00006179705,0.00002697542,0.000003640463,0.0000476207,0.00003623489,0.00005233512],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005997592,"about_ca_system_score_gemma":0.00001465906,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006905423,"about_ca_topic_score_gemma":9.385254e-7,"domain_scores_codex":[0.999507,0.0000330785,0.0001177156,0.0001635518,0.0000884717,0.00009023659],"domain_scores_gemma":[0.9995759,0.000004596241,0.00007769268,0.0001917463,0.0001136033,0.0000365047],"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":[0.00001435323,0.0001268094,0.000004544488,0.0000507702,0.00001217701,6.285535e-8,0.00001172697,6.73613e-8,0.9799379,0.0001223929,0.01544123,0.004277979],"study_design_scores_gemma":[0.0001059252,0.0002207093,0.00001787296,0.00004699419,0.00002420879,2.803429e-7,0.000003468728,0.00007573629,0.8468499,0.0001105984,0.152485,0.00005930944],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9689931,0.004030172,0.005160632,0.0002000776,0.0002755051,0.0003939836,0.0001187318,0.000008435257,0.02081933],"genre_scores_gemma":[0.9951497,0.003754257,0.00005724075,0.0002842821,0.0002700818,0.00001226257,0.0001707922,0.00001092053,0.0002904779],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1370438,"threshold_uncertainty_score":0.2691159,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007546358975873886,"score_gpt":0.3007578814809772,"score_spread":0.2932115225051033,"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."}}