{"id":"W2131805776","doi":"10.1109/cpem.2002.1034834","title":"Uncertainties of impulse voltage measurements at NML, CSIRO and INMS, NRC","year":2003,"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":"Resistor; Impulse (physics); Voltage; Calibration; Voltage divider; Electrical engineering; Electronic engineering; Computer science; Engineering; Physics","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":[0.0002482198,0.0001496522,0.0001861186,0.0000810616,0.00003389138,0.00000744825,0.00007535998,0.00006130652,0.00006082554],"category_scores_gemma":[0.0001823581,0.0001360478,0.00003009143,0.0001696114,0.00003937102,0.0001061512,0.00002067908,0.00008413238,0.000003587568],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002067256,"about_ca_system_score_gemma":0.000009433284,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001562697,"about_ca_topic_score_gemma":0.0000287015,"domain_scores_codex":[0.9990343,0.00001827762,0.0002183403,0.000140608,0.0003526656,0.0002358444],"domain_scores_gemma":[0.9995989,0.00002822045,0.00002685909,0.0001777124,0.0001019656,0.00006636787],"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":[0.00001934121,0.00005649216,0.01610589,0.0002235524,0.0001041729,0.000002636058,0.0001162057,0.0009479375,0.9530947,0.003702679,0.007711564,0.01791483],"study_design_scores_gemma":[0.000319333,0.00008468159,0.001083618,0.00002977815,0.0000170785,0.000003987653,0.00002016111,0.0005022869,0.9847084,0.00298343,0.01000272,0.0002445496],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.502771,0.008246113,0.3156051,0.00004633401,0.0003586401,0.001138817,0.00001096182,0.00262912,0.1691939],"genre_scores_gemma":[0.9931411,0.0001782054,0.006236931,0.00003279674,0.000007888925,0.00001589513,9.531095e-7,0.00002688121,0.0003593996],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.49037,"threshold_uncertainty_score":0.5547867,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02502177415274415,"score_gpt":0.2320045658259902,"score_spread":0.2069827916732461,"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."}}