{"id":"W3104571671","doi":"10.1063/1.4991412","title":"Fast measurement of carbon nanotube resonator amplitude with a heterojunction bipolar transistor","year":2017,"lang":"en","type":"article","venue":"arXiv (Cornell University)","topic":"Mechanical and Optical Resonators","field":"Physics and Astronomy","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada; Ontario Ministry of Research, Innovation and Science; Industry Canada; Canada Foundation for Innovation","keywords":"Carbon nanotube; Transient (computer programming); Transient response; Materials science; Nanotechnology; Mechanics; Physics; Computer science; Electrical engineering; 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":[0.0001324373,0.0001388868,0.0001982712,0.00004289755,0.0001853549,0.00002356165,0.0002932613,0.00004468122,0.00009320291],"category_scores_gemma":[0.00001106395,0.0001196458,0.0001113131,0.00008498501,0.0001266995,0.000116906,0.00005038143,0.0001214887,0.000008551352],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005373415,"about_ca_system_score_gemma":0.0000507685,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005911363,"about_ca_topic_score_gemma":0.000057269,"domain_scores_codex":[0.9991761,0.00003306458,0.0001162185,0.0003279024,0.0001406845,0.0002060318],"domain_scores_gemma":[0.9990893,0.00001801212,0.0001303338,0.0004796558,0.0001339996,0.0001486805],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001379856,0.001107113,0.2225703,0.0001229336,0.0007593355,0.00006438233,0.0002571583,0.001313319,0.02399524,0.732138,0.00006679475,0.01622562],"study_design_scores_gemma":[0.03610827,0.006558085,0.2690078,0.001810562,0.003689294,0.000008065018,0.002926787,0.1027191,0.3592803,0.1074776,0.1035781,0.006836025],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9618717,0.00002996764,0.03308591,0.0000481734,0.00008818694,0.0001518124,0.00001315823,0.00002073097,0.004690332],"genre_scores_gemma":[0.9994298,0.000003908174,0.00009343305,0.000007371675,0.00004389191,8.052256e-7,0.000001756922,0.00001136956,0.0004077101],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6246604,"threshold_uncertainty_score":0.4879014,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04856464650773873,"score_gpt":0.1749199454086002,"score_spread":0.1263552989008615,"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."}}