{"id":"W4414100381","doi":"10.1177/10812865251361922","title":"A double-coated epitrochoidal elastic inhomogeneity neutral to a uniform hydrostatic stress field","year":2025,"lang":"en","type":"article","venue":"Mathematics and Mechanics of Solids","topic":"Composite Material Mechanics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Elastic modulus; Coating; Shear modulus; Hydrostatic equilibrium; Stress field; Stress (linguistics); Hydrostatic pressure; Modulus","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":[0.000130414,0.0002075137,0.0003603887,0.0001755691,0.00004734565,0.00005559743,0.0001984235,0.0001085445,0.00001543673],"category_scores_gemma":[0.00003422433,0.0002090581,0.00005090931,0.0002575213,0.000007057534,0.00005245801,0.0001589062,0.0001169793,0.000005707474],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000036946,"about_ca_system_score_gemma":0.00002209295,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001898586,"about_ca_topic_score_gemma":0.00004492049,"domain_scores_codex":[0.9990427,0.000005964459,0.0003989321,0.0001591612,0.0001187291,0.0002745232],"domain_scores_gemma":[0.9994123,0.00009086161,0.00004752365,0.0002853516,0.00005904728,0.0001049053],"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":[0.00008735853,0.0001774999,0.000006657859,0.003301693,0.000177266,0.000009133057,0.001530455,0.005986551,0.5905616,0.3966146,0.0001969645,0.001350225],"study_design_scores_gemma":[0.0006932989,0.0001745411,0.000002880637,0.0004235582,0.00008349045,0.00000669513,0.0001359917,0.246569,0.7185461,0.03301705,0.0001141226,0.0002332705],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7988444,0.00006034524,0.1994376,0.00007605894,0.0004543145,0.0003708476,0.00003781311,0.000129703,0.0005889661],"genre_scores_gemma":[0.9918296,0.00003564485,0.007929118,0.00006646824,0.00002271067,0.00003151612,0.000006307291,0.00002973171,0.00004885437],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3635976,"threshold_uncertainty_score":0.8525143,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008306048166195772,"score_gpt":0.2276605814593728,"score_spread":0.219354533293177,"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."}}