{"id":"W3123072620","doi":"10.1007/s10659-021-09813-z","title":"Need the Uniform Stress Field Inside Multiple Interacting Inclusions Be Hydrostatic?","year":2021,"lang":"en","type":"article","venue":"Journal of Elasticity","topic":"Composite Material Mechanics","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"Priority Academic Program Development of Jiangsu Higher Education Institutions; Natural Sciences and Engineering Research Council of Canada; Natural Science Foundation of Jiangsu Province; National Natural Science Foundation of China","keywords":"Hydrostatic equilibrium; Stress field; Isotropy; Hydrostatic stress; Matrix (chemical analysis); Inclusion (mineral); Shear modulus; Field (mathematics); Stress (linguistics); Anisotropy; Ellipsoid; Shear stress; Plane stress; Shear (geology); Geometry; Mathematics; Mechanics; Materials science; Physics; Composite material; Finite element method; Optics; Pure mathematics","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":[0.0001413183,0.00009838389,0.0001738626,0.00005200715,0.0001087825,0.00007445434,0.0001709357,0.00004410377,0.0001145684],"category_scores_gemma":[0.001144024,0.00007288177,0.00007260702,0.0001337166,0.000008258507,0.000149895,0.0001751419,0.0003900032,0.000003601044],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007575956,"about_ca_system_score_gemma":0.00003859585,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001932622,"about_ca_topic_score_gemma":0.0001691866,"domain_scores_codex":[0.9992053,0.00004062638,0.000369079,0.00005302079,0.000182538,0.0001494575],"domain_scores_gemma":[0.9983831,0.001149408,0.0001193917,0.0001312084,0.0001464681,0.00007039202],"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":[0.0001186785,0.0001448042,0.001532227,0.0001331924,0.0002392203,0.0004035468,0.003345273,0.2095106,0.778887,0.0004597705,0.00171078,0.003514873],"study_design_scores_gemma":[0.0007819313,0.0001721994,0.001552026,0.0004670137,0.0001082879,0.0004500311,0.001838717,0.3251677,0.6645637,0.0005683527,0.00409632,0.0002337553],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9734103,0.0000578584,0.02351511,0.0006616746,0.001802202,0.00004160585,0.00001183016,0.00002590007,0.0004735163],"genre_scores_gemma":[0.9977425,0.00002248999,0.00182317,0.0001565727,0.0002243148,6.678304e-7,0.0000014571,0.00001543879,0.00001336306],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1156571,"threshold_uncertainty_score":0.2972032,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01203670289000569,"score_gpt":0.231449946068348,"score_spread":0.2194132431783423,"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."}}