{"id":"W4254465486","doi":"10.32920/ryerson.14653047","title":"Subthreshold Frequency Synthesis For Implantable Medical Devices","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Wireless Body Area Networks","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"CMOS; Frequency synthesizer; Phase noise; Frequency divider; Subthreshold conduction; Electronic engineering; Electrical engineering; Engineering; Frequency offset; Computer science; Voltage; Phase-locked loop; Transistor","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003335097,0.0003894358,0.0006300329,0.00009075463,0.0000671752,0.0001638375,0.0006317332,0.0009200803,0.001755344],"category_scores_gemma":[0.0001355149,0.0003843865,0.0002272932,0.00009605555,0.00003361015,0.00009415519,0.000345106,0.0006999419,0.00002367294],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001181208,"about_ca_system_score_gemma":0.0001855518,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001854916,"about_ca_topic_score_gemma":0.002595021,"domain_scores_codex":[0.9981127,0.00002498449,0.0004501525,0.0004816673,0.0003848016,0.0005457298],"domain_scores_gemma":[0.9984986,0.0005250879,0.00004815942,0.0006214284,0.00007760018,0.0002290906],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00006591704,0.0004447868,0.01746665,0.02673521,0.006218055,0.0008660884,0.001333285,0.3335863,0.003003228,0.01714675,0.4979946,0.09513909],"study_design_scores_gemma":[0.0007487902,0.00003223569,0.001958152,0.00539142,0.0006436,0.0002309582,0.0005221488,0.9396447,0.02854472,0.003914604,0.01468609,0.003682598],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4212462,0.02130948,0.2713031,0.001051905,0.01166808,0.00240722,0.0006503401,0.00573993,0.2646237],"genre_scores_gemma":[0.9869251,0.0008520888,0.009996292,0.0001189955,0.0008397132,0.0006826265,0.0002781445,0.0001389491,0.0001681215],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6060584,"threshold_uncertainty_score":0.9998608,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01643094250919748,"score_gpt":0.2374859331354905,"score_spread":0.221054990626293,"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."}}