{"id":"W3211728705","doi":"10.1115/imece2000-2524","title":"How Cell Shape Affects the Stresses in a Cell Sheet","year":2000,"lang":"en","type":"article","venue":"Advances in Bioengineering","topic":"Plant Surface Properties and Treatments","field":"Agricultural and Biological Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Finite element method; Cell mechanics; Mechanics; Smoothed finite element method; Materials science; Structural engineering; Cell; Physics; Engineering; Boundary knot method; Chemistry","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":[0.00004430275,0.0001196518,0.0001070892,0.00000930523,0.00004437445,0.00004787029,0.0001670747,0.00003432512,0.0001122406],"category_scores_gemma":[0.000004531894,0.00003864599,0.00002693329,0.0002314592,0.00001728637,0.0002436249,0.00002243419,0.00008739976,0.00001304692],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001833292,"about_ca_system_score_gemma":0.000001384826,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006674482,"about_ca_topic_score_gemma":0.000557282,"domain_scores_codex":[0.9993937,0.00001662321,0.0000759431,0.0001712652,0.00008322259,0.0002592354],"domain_scores_gemma":[0.9998164,0.00009462176,0.000016858,0.0000398512,0.000003563486,0.00002871988],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008000818,0.0003760673,0.1005965,0.0001030019,0.000008400981,0.0001324674,0.0003046581,0.05950795,0.144315,0.00002824832,0.00007545778,0.6944723],"study_design_scores_gemma":[0.002304274,0.001073138,0.3465217,0.0006467156,0.0000281557,0.00002775014,0.002292109,0.04689975,0.1729748,0.0003046184,0.4250086,0.001918303],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9875675,0.01019846,6.616521e-7,0.0003698416,0.00005848569,0.0001316333,0.00001536724,0.00003214164,0.001625912],"genre_scores_gemma":[0.9948636,0.00461757,0.00008395554,0.00003091243,0.00002982713,0.00002048907,0.000009995329,0.00000104628,0.0003425953],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6925539,"threshold_uncertainty_score":0.1575938,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007191102160409474,"score_gpt":0.1774843195398651,"score_spread":0.1702932173794557,"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."}}