{"id":"W2561680259","doi":"","title":"Simulation of High-Frequency Scaling of Silicon MOSFETs and the Golden Transistor","year":2016,"lang":"en","type":"dissertation","venue":"TSpace (University of Toronto)","topic":"Advancements in Semiconductor Devices and Circuit Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Scaling; Transistor; Silicon; MOSFET; Optoelectronics; Frequency scaling; Electrical engineering; Materials science; Electronic engineering; Engineering; Mathematics; Voltage","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009250538,0.0001421226,0.0003844639,0.00003199499,0.00004446149,0.000002345328,0.0001930781,0.0001491087,0.001065371],"category_scores_gemma":[0.00001082312,0.0001319679,0.00009080578,0.00003230218,0.00009862726,0.0002453892,0.000007459699,0.0000669307,7.744862e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001012659,"about_ca_system_score_gemma":0.00001906702,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01024697,"about_ca_topic_score_gemma":0.004194174,"domain_scores_codex":[0.9994026,0.00002938632,0.0001577756,0.0001395804,0.0001685177,0.0001021006],"domain_scores_gemma":[0.9993047,0.0001297389,0.0002221598,0.0002147963,0.00009968154,0.00002892747],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001338236,0.0001307693,0.0005105206,0.006961908,0.001953561,0.000007485654,0.1281127,0.06998309,0.3961584,0.01048821,0.00008614324,0.3842689],"study_design_scores_gemma":[0.05222208,0.001253167,0.372768,0.01361223,0.009315331,0.000007237963,0.2842813,0.1511085,0.0980757,0.008259334,0.002238502,0.006858654],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9713292,0.005777467,0.004386498,0.00001698855,0.0003554907,0.0003424966,0.0000574424,0.00003748662,0.01769694],"genre_scores_gemma":[0.9977393,0.0009444547,0.0002128111,0.00000111527,0.00002007342,3.033736e-7,0.00003147452,0.00001841387,0.001032068],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3774103,"threshold_uncertainty_score":0.9998478,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01039617573157242,"score_gpt":0.2252261173713161,"score_spread":0.2148299416397436,"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."}}