{"id":"W4210597458","doi":"10.1631/fitee.2000504","title":"Design and optimization of a gate-controlled dual direction electro-static discharge device for an industry-level fluorescent optical fiber temperature sensor","year":2022,"lang":"en","type":"article","venue":"Frontiers of Information Technology & Electronic Engineering","topic":"Electrostatic Discharge in Electronics","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"CMOS; Chip; Electrostatic discharge; Voltage; Materials science; Bipolar junction transistor; Electrical engineering; Integrated circuit; Transistor; Electronic circuit; Optoelectronics; Electronic engineering; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005770237,0.0003303343,0.0005868461,0.0008823237,0.0001423361,0.00003035171,0.0002362659,0.0003874975,0.00001558718],"category_scores_gemma":[0.0001741534,0.0003688796,0.0000803815,0.0007917398,0.00005403338,0.0006884194,0.00004484727,0.001144895,5.565846e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005090838,"about_ca_system_score_gemma":0.0001951587,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002453779,"about_ca_topic_score_gemma":9.185077e-7,"domain_scores_codex":[0.9978495,0.00004213803,0.0008042872,0.0002073751,0.0003117515,0.0007849024],"domain_scores_gemma":[0.999144,0.00008614481,0.0002416393,0.0002669635,0.0001874594,0.00007382278],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002435319,0.0000478687,0.00001041203,0.000139587,0.0002642663,2.836097e-7,0.0002714582,0.9600583,0.03331728,0.003107762,0.0005959834,0.001943277],"study_design_scores_gemma":[0.002388223,0.00096132,0.000009366569,0.00002012152,0.0001122157,0.00004390827,0.0003199081,0.8903209,0.1045122,0.0002364208,0.0007609439,0.0003144591],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1783074,0.001427206,0.8174767,0.0001990624,0.0001889078,0.001790953,0.00005566046,0.0005288176,0.00002528001],"genre_scores_gemma":[0.8128887,0.0002175057,0.1854755,0.00002742988,0.00002461368,0.0009892196,0.0002487371,0.00008759106,0.00004073899],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.6345813,"threshold_uncertainty_score":0.9998763,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004701148643163685,"score_gpt":0.194636199257408,"score_spread":0.1899350506142443,"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."}}