{"id":"W7074126891","doi":"","title":"Surface elasticity models for static and dynamic response of nanoscale beams","year":2010,"lang":"en","type":"other","venue":"cIRcle (University of British Columbia)","topic":"Photonic Crystal and Fiber Optics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Nanoelectromechanical systems; Nanoscopic scale; Elasticity (physics); Boundary value problem; Nanomechanics; Buckling; Beam (structure); Continuum mechanics; Vibration","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009908483,0.00006513103,0.0003656761,0.00004319359,0.00003897111,0.000019045,0.0001722199,0.0002740478,0.00007519902],"category_scores_gemma":[0.00001209498,0.0002287748,0.0000792373,0.00008070527,0.0002199834,0.00006609855,0.0000605002,0.000153578,0.000001199445],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003557055,"about_ca_system_score_gemma":0.00004205116,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.007654449,"about_ca_topic_score_gemma":0.1172258,"domain_scores_codex":[0.9993798,0.00001472649,0.0001038383,0.0002083483,0.0001152799,0.0001779689],"domain_scores_gemma":[0.9994996,0.00008600111,0.00008554957,0.000199459,0.00004967815,0.00007972125],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00100482,0.001142742,0.00052613,0.02556831,0.002462965,0.0004088463,0.003966476,0.03072755,0.09323286,0.00002480386,0.2810662,0.5598683],"study_design_scores_gemma":[0.006628783,0.0006915758,0.1569232,0.003165859,0.0007359774,0.0001271095,0.001805219,0.7999367,0.00002672068,0.002543415,0.0252226,0.002192902],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9743626,0.0004607648,0.01610245,0.000005550707,0.0001841167,0.000440454,0.004023186,0.0001408443,0.004280059],"genre_scores_gemma":[0.9507083,0.0004659641,0.005463006,0.000002724079,0.000007883143,5.670509e-7,0.00004570255,0.0001603446,0.0431455],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7692091,"threshold_uncertainty_score":0.9989536,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005070383886210452,"score_gpt":0.1628980974549398,"score_spread":0.1578277135687293,"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."}}