{"id":"W4385444797","doi":"10.1109/memc.2023.10201438","title":"President's Message","year":2023,"lang":"en","type":"article","venue":"IEEE Electromagnetic Compatibility Magazine","topic":"Electrical Fault Detection and Protection","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Political science; Engineering; Management; Library science; Telecommunications; Computer science; History; Economics; Archaeology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002971942,0.0002125367,0.0002345542,0.0002273191,0.0001001461,0.0000505535,0.0001744727,0.0001006453,0.0004937077],"category_scores_gemma":[0.00006916397,0.0002232382,0.00009013284,0.001505714,0.00003837224,0.0001008224,0.00001636311,0.0003619284,0.001861446],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001108608,"about_ca_system_score_gemma":0.00001827075,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000216695,"about_ca_topic_score_gemma":0.0001127287,"domain_scores_codex":[0.9984737,0.00008534829,0.000331628,0.0003144347,0.0002779153,0.0005169956],"domain_scores_gemma":[0.9992616,0.0001288103,0.00002511515,0.0004023305,0.00005430986,0.0001278144],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00005811566,0.00007254936,0.0004092274,0.0001969071,0.0000522799,0.00002108208,0.0001196218,0.01177788,0.8708592,0.00007080135,0.05673161,0.05963075],"study_design_scores_gemma":[0.001192834,0.001275929,0.1100285,0.00002746082,0.00004864604,0.00005269717,0.000009011493,0.6514344,0.2024841,0.006439013,0.02618952,0.0008178816],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9815961,0.0002176538,0.002377272,0.0001807217,0.0006384657,0.0004695823,0.000005435393,0.003492981,0.01102182],"genre_scores_gemma":[0.9970562,0.00009790966,0.0001488545,0.00003804628,0.0001477235,0.00007910654,0.00001369584,0.00004141382,0.002377038],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6683751,"threshold_uncertainty_score":0.9989157,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01207674530578307,"score_gpt":0.2353973325723555,"score_spread":0.2233205872665725,"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."}}