{"id":"W4411824968","doi":"10.1088/0026-1394/62/1a/01002","title":"Comparison of partial discharge (PD) calibrators from 0.1 pC to 10 nC","year":2025,"lang":"en","type":"article","venue":"Metrologia","topic":"High voltage insulation and dielectric phenomena","field":"Materials Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Partial discharge; Materials science; Nuclear engineering; Physics; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002273086,0.0001096032,0.0003183879,0.000138909,0.00006911736,0.00003282373,0.0002737437,0.00007366489,0.003185921],"category_scores_gemma":[0.0003229667,0.0000896807,0.00004571844,0.000490296,0.0000471088,0.00007542958,0.00009817341,0.00006920644,0.0004366907],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003244589,"about_ca_system_score_gemma":0.0000495917,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001806002,"about_ca_topic_score_gemma":0.00001472173,"domain_scores_codex":[0.9988479,0.0001033737,0.0003681764,0.0002637977,0.0001789491,0.0002378058],"domain_scores_gemma":[0.9993421,0.0001664321,0.00009645357,0.0002678228,0.00004582684,0.00008133386],"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":[0.0001828933,0.0001742631,0.1218781,0.000009106701,0.00001853701,0.000001136137,0.000278498,0.0002015189,0.857625,0.007921434,0.0111918,0.0005177089],"study_design_scores_gemma":[0.0005184895,0.0001994138,0.06937286,0.00001251652,0.00002756583,6.569149e-8,0.00006414442,0.002280625,0.9111601,0.001413064,0.01478378,0.0001673648],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9791419,0.0001061231,0.01554055,0.0003238834,0.0003809368,0.0001323399,0.00005496477,0.00008540483,0.004233909],"genre_scores_gemma":[0.9975475,5.082774e-7,0.001252241,0.0005011453,0.00005469146,0.00001848371,0.00001409411,0.000005445755,0.0006058734],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05353508,"threshold_uncertainty_score":0.9977253,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02377898644533849,"score_gpt":0.3239241802873021,"score_spread":0.3001451938419636,"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."}}