{"id":"W4402040400","doi":"10.1109/cpem61406.2024.10646072","title":"Impedance Measurements at NRC","year":2024,"lang":"en","type":"article","venue":"","topic":"Advanced Electrical Measurement Techniques","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Electrical impedance; Focused Impedance Measurement; Computer science; Electrical 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":[],"consensus_categories":[],"category_scores_codex":[0.0001398108,0.0001057583,0.00007689944,0.00005765876,0.00002266481,0.00002297283,0.00008784554,0.00003812548,0.0001880521],"category_scores_gemma":[0.00002876862,0.00009317959,0.00003644521,0.0002179463,0.000008521978,0.0001203899,0.00001744248,0.00009736116,0.0003586582],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005206612,"about_ca_system_score_gemma":0.000007408121,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001500798,"about_ca_topic_score_gemma":0.000008828801,"domain_scores_codex":[0.9991874,0.000005565615,0.0001141546,0.0001383309,0.0003405162,0.0002140638],"domain_scores_gemma":[0.9997618,0.00001752048,0.000003180349,0.0001353408,0.00003332715,0.00004886099],"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":[0.000003678736,0.00001006407,0.0002199846,0.0001562566,0.00006877583,0.00001259596,0.00003338788,0.0009513253,0.7074162,0.001998256,0.1377356,0.1513938],"study_design_scores_gemma":[0.00006539475,0.0000291498,0.0001243981,0.00006170313,0.00001149553,0.000007405818,0.000001195357,0.02129758,0.7715673,0.002550903,0.2040318,0.000251658],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01188251,0.01198596,0.4916286,0.0001751401,0.0008781863,0.0004020394,0.000003086201,0.0173228,0.4657217],"genre_scores_gemma":[0.9918994,0.0001128034,0.005798659,0.00005121923,0.00005962808,0.00003789091,8.92117e-7,0.00004047514,0.00199898],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9800169,"threshold_uncertainty_score":0.4609945,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03100866861123685,"score_gpt":0.2582324806697709,"score_spread":0.227223812058534,"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."}}