{"id":"W2075303441","doi":"10.1109/tnano.2011.2160457","title":"A Model for Large Deflections of Nanobeams and Experimental Comparison","year":2011,"lang":"en","type":"article","venue":"IEEE Transactions on Nanotechnology","topic":"Force Microscopy Techniques and Applications","field":"Physics and Astronomy","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Stiffening; Materials science; Timoshenko beam theory; Residual stress; Deflection (physics); Beam (structure); Mechanics; Elastic modulus; Nanoelectromechanical systems; Boundary value problem; Elasticity (physics); Bending stiffness; Material properties; Structural engineering; Stiffness; Classical mechanics; Composite material; Physics; Nanotechnology; Engineering","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":[0.00003284807,0.0001078373,0.0001668668,0.0001203152,0.0001854563,0.000004180747,0.0001015071,0.0001017927,0.0000853244],"category_scores_gemma":[2.375341e-7,0.0001113086,0.00008191178,0.0001281028,0.00009402007,0.00004047397,0.000002091808,0.0001263671,0.000002998681],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001348495,"about_ca_system_score_gemma":0.00001887732,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007130746,"about_ca_topic_score_gemma":0.00001709148,"domain_scores_codex":[0.9994037,0.000005170378,0.0001941673,0.0001910047,0.00003320738,0.0001728195],"domain_scores_gemma":[0.9996557,0.00001468987,0.00006774066,0.0002032032,0.00003094989,0.00002767487],"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":[0.0001255672,0.002604687,0.0001605009,0.00001834846,0.0001109081,8.719999e-8,0.00154591,0.0008597602,0.7717651,0.2113578,0.0003513762,0.01109991],"study_design_scores_gemma":[0.0004002769,0.0002178217,0.000001926499,0.000007472874,0.00002678114,9.632346e-7,0.0003442493,0.04286058,0.9501844,0.005451304,0.0004032314,0.0001009826],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1682089,0.00002107446,0.8307964,0.00003095361,0.00003694695,0.0003134426,0.0001477601,0.00009859953,0.0003460073],"genre_scores_gemma":[0.9715708,0.000002970263,0.02770458,0.00001487932,0.000005106725,0.0004889876,0.000003750367,0.00001632506,0.0001925493],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.803362,"threshold_uncertainty_score":0.4539034,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03380905660954889,"score_gpt":0.3083421969863389,"score_spread":0.27453314037679,"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."}}