{"id":"W2801842931","doi":"10.1007/s10483-018-2346-8","title":"Effect of surface stress and surface-induced stress on behavior of piezoelectric nanobeam","year":2018,"lang":"en","type":"article","venue":"Applied Mathematics and Mechanics","topic":"Nonlocal and gradient elasticity in micro/nano structures","field":"Materials Science","cited_by":19,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Cantilever; Boundary value problem; Piezoelectricity; Beam (structure); Laplace transform; Mechanics; Laplace's equation; Surface stress; Materials science; Nonlinear system; Stress (linguistics); Classical mechanics; Physics; Surface energy; Mathematical analysis; Mathematics; Optics; Composite material","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":[0.0003648153,0.0002269199,0.0004670875,0.00004573179,0.00009762443,0.00002559292,0.0001775616,0.0001240369,0.00003532951],"category_scores_gemma":[0.00004015138,0.000167694,0.00003567767,0.000138517,0.0001079429,0.00002912557,0.0001094799,0.00008909169,0.000005698117],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009088828,"about_ca_system_score_gemma":0.0000174892,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001966996,"about_ca_topic_score_gemma":0.00000940062,"domain_scores_codex":[0.9988364,0.00002498136,0.0003454764,0.0002751179,0.0002577883,0.0002602619],"domain_scores_gemma":[0.9990065,0.0003173408,0.0002561766,0.00026473,0.00007085788,0.00008439239],"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":[0.00006232011,0.0001328679,0.00004364169,0.0006669267,0.00001198567,8.976988e-7,0.0003487499,0.00001313099,0.9644739,0.03225201,0.000007646702,0.00198589],"study_design_scores_gemma":[0.0004872656,0.001227465,0.00001874661,0.0001440071,0.0001113921,0.000005105273,0.0001021083,0.0008875502,0.9947009,0.002149833,0.000003528066,0.000162085],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980194,0.0000490122,0.00103115,0.000004516418,0.000148086,0.0004709169,0.0001068732,0.00002329104,0.0001467638],"genre_scores_gemma":[0.9936165,0.00003182076,0.006274774,0.00000889616,0.00002401262,0.000007373715,0.000003834254,0.00002058889,0.00001225813],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03022698,"threshold_uncertainty_score":0.6838365,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00843087069323159,"score_gpt":0.2405854532574829,"score_spread":0.2321545825642513,"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."}}