{"id":"W2133674547","doi":"10.1109/icsens.2010.5690164","title":"A MEMS tensile testing device for mechanical characterization of individual nanowires","year":2010,"lang":"en","type":"article","venue":"","topic":"Mechanical and Optical Resonators","field":"Physics and Astronomy","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hitachi (Canada); Western University; University of Toronto","funders":"","keywords":"Materials science; Microelectromechanical systems; Capacitive sensing; Nanowire; Nanomaterials; Tensile testing; Ultimate tensile strength; Actuator; Characterization (materials science); Deformation (meteorology); Scanning electron microscope; Nanotechnology; Composite material; Substrate (aquarium); Computer science; Electrical engineering; Engineering; Artificial intelligence","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000323184,0.000463286,0.0003801104,0.0005309701,0.0005415355,0.0003153446,0.0008159268,0.0005674179,0.006379383],"category_scores_gemma":[0.0005450719,0.0002624972,0.0002097123,0.0003184097,0.0002300031,0.0005125211,0.0004197587,0.0004613679,0.001578977],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002503151,"about_ca_system_score_gemma":0.0002249665,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002595019,"about_ca_topic_score_gemma":0.0007773423,"domain_scores_codex":[0.9994445,0.00004531659,0.0000329923,0.0001487166,0.0002994691,0.00002889638],"domain_scores_gemma":[0.9994286,0.0001940369,0.00006846571,0.0001024402,0.0001709389,0.00003549184],"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":[0.00003521007,0.00002163094,0.0004131874,0.0001160425,0.00001120088,0.0001341272,0.00002899507,0.0001357305,0.9690915,0.0008722275,0.001317849,0.02782233],"study_design_scores_gemma":[0.00002177386,0.0004310487,0.004545955,0.00002678586,0.00002995511,0.0008683937,0.00004556267,0.006639102,0.9539747,0.0003391925,0.03304703,0.00003052184],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.278825,0.004879771,0.6536704,0.00107126,0.002469867,0.001291079,0.004640803,0.005606511,0.04754535],"genre_scores_gemma":[0.5500365,0.001747656,0.4205257,0.0007896435,0.0004381179,0.001495019,0.001488685,0.0002504103,0.02322816],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006379383,"threshold_uncertainty_score":0.0213412,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02753705262614783,"score_gpt":0.2617439988625558,"score_spread":0.234206946236408,"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."}}