{"id":"W2944738686","doi":"10.1140/epje/i2019-11815-x","title":"Sharp interface model for elastic motile cells","year":2019,"lang":"en","type":"article","venue":"The European Physical Journal E","topic":"Cellular Mechanics and Interactions","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Focus (optics); Distribution (mathematics); Range (aeronautics); Work (physics); Quadratic equation; Limit (mathematics); Phase (matter); Interface (matter); Physics; Speedup; Scale (ratio); Statistical physics; Mechanics; Computer science; Biological system; Mathematical analysis; Mathematics; Geometry; Materials science; Optics; Parallel computing; Biology","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":[0.0001856886,0.00009404482,0.00008075029,0.0000117642,0.00009212064,0.00005416766,0.0002805742,0.00001521659,0.00001574432],"category_scores_gemma":[0.00001861478,0.00006253587,0.0001676488,0.00002319493,0.00001563583,0.000004835328,0.0001095425,0.0001751245,0.0002077522],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007953342,"about_ca_system_score_gemma":0.00001747149,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":3.073558e-7,"about_ca_topic_score_gemma":2.192299e-7,"domain_scores_codex":[0.9994388,0.00007394968,0.0001154697,0.0001402595,0.00007527624,0.0001562146],"domain_scores_gemma":[0.9995717,0.00001845526,0.00007230364,0.0002199006,0.00005594781,0.00006170871],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00003739759,0.00006050136,5.210701e-7,0.000003618953,0.00003123682,6.519654e-7,0.00007257293,0.009786533,0.9801735,0.0002405843,0.007965181,0.001627746],"study_design_scores_gemma":[0.001067786,0.0008789524,0.00002316713,0.00004692533,0.00007893873,0.00009098346,0.0001408517,0.4978083,0.4180163,0.004816645,0.07668365,0.0003474923],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7983774,0.0001019139,0.1766252,0.0002361287,0.0006990446,0.0002307438,0.00002845587,0.00001102702,0.0236901],"genre_scores_gemma":[0.992056,0.00002294535,0.000166916,0.0001384669,0.001029609,0.000001518501,0.000007625579,0.00003312902,0.006543771],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5621572,"threshold_uncertainty_score":0.2670304,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01153185135885274,"score_gpt":0.2487338862527849,"score_spread":0.2372020348939322,"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."}}