{"id":"W4409683815","doi":"10.1109/tdei.2025.3563164","title":"Erosion Suppression of Zinc Borate Filler in HTV Silicone Rubber Under AC Dry-Band Arcing","year":2025,"lang":"en","type":"article","venue":"IEEE Transactions on Dielectrics and Electrical Insulation","topic":"Electrical Contact Performance and Analysis","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada","funders":"Türkiye Bilimsel ve Teknolojik Araştırma Kurumu","keywords":"Silicone rubber; Zinc; Materials science; Erosion; Electric arc; Boron; Filler (materials); Zinc borate; Silicone; Composite material; Natural rubber; Metallurgy; Electrode; Chemistry; Fire retardant","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":[0.0001448663,0.0001988619,0.0003179678,0.000870767,0.0001294291,0.00003583907,0.00007929068,0.0002129665,0.00002209028],"category_scores_gemma":[0.00001255781,0.0001860198,0.00008625411,0.002719248,0.00001976575,0.0002101335,0.000001137797,0.0004715658,0.000003093082],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001606766,"about_ca_system_score_gemma":0.0000355835,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009393657,"about_ca_topic_score_gemma":0.00005438119,"domain_scores_codex":[0.9987305,0.0000421723,0.0004451557,0.000248517,0.000195806,0.0003378838],"domain_scores_gemma":[0.9994639,0.0001946599,0.00004941946,0.0001534249,0.00007393262,0.00006470007],"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":[0.0002545377,0.00037466,0.003389033,0.0001215874,0.0001249289,0.000002440571,0.0001272981,0.219577,0.6230711,0.0005678681,0.0001134979,0.152276],"study_design_scores_gemma":[0.0008076141,0.0002206626,0.01868694,0.00008189333,0.0000727044,5.870911e-7,0.000006547441,0.642606,0.3364333,0.0007819205,0.00008068868,0.0002211583],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7753142,0.0007100499,0.223051,0.00007838261,0.00009635574,0.0001611187,0.000003610689,0.00007271131,0.0005126474],"genre_scores_gemma":[0.99735,0.002243199,0.00006948084,0.00008323417,0.00001553557,0.0000228917,0.000007735511,0.00001790161,0.0001899771],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.423029,"threshold_uncertainty_score":0.7585665,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008933418153523252,"score_gpt":0.2318071203211143,"score_spread":0.222873702167591,"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."}}