{"id":"W4366414863","doi":"10.1007/s10659-023-10012-1","title":"A Double Coated Circular Inhomogeneity Neutral to an Arbitrary Uniform in-Plane Stress Field","year":2023,"lang":"en","type":"article","venue":"Journal of Elasticity","topic":"Composite Material Mechanics","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Transverse plane; Matrix (chemical analysis); Plane (geometry); Geometry; Modulus; Stress field; Stress (linguistics); Poisson's ratio; Mathematics; Shear modulus; Transverse field; Mathematical analysis; Materials science; Poisson distribution; Physics; Composite material; Finite element method; Structural engineering","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":[0.0002029418,0.0001225875,0.0002419174,0.0002645315,0.00002581957,0.00004640817,0.000217533,0.00008290667,0.00004005778],"category_scores_gemma":[0.00002950356,0.0001210306,0.00004707959,0.0004042363,0.000004861646,0.00017258,0.00004486139,0.0002823914,0.00002492998],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008177193,"about_ca_system_score_gemma":0.00003083551,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005539472,"about_ca_topic_score_gemma":0.0001985851,"domain_scores_codex":[0.9991072,0.0000220474,0.0003662028,0.00008758934,0.0001615439,0.0002554517],"domain_scores_gemma":[0.9995197,0.00005919715,0.000053775,0.0001293428,0.00005531694,0.0001826576],"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":[0.000691244,0.0001876787,0.004650658,0.0002560218,0.0001081842,0.001275246,0.0007489994,0.2393685,0.7505185,0.001039124,0.0005281377,0.0006276796],"study_design_scores_gemma":[0.00179912,0.0008787435,0.03218254,0.0002802796,0.00005139469,0.00020075,0.0001056539,0.03295785,0.9295812,0.001075878,0.0004738038,0.000412738],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997027,0.00001398256,0.001581854,0.00006001372,0.0009511429,0.00009502126,0.00001854297,0.00009007512,0.0001623244],"genre_scores_gemma":[0.9994009,0.00001016747,0.0003200684,0.0000490473,0.0001869506,0.000001787428,0.000006065235,0.00002042409,0.0000046448],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2064107,"threshold_uncertainty_score":0.4935484,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01626541401335979,"score_gpt":0.2434233998287113,"score_spread":0.2271579858153515,"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."}}