{"id":"W2771307248","doi":"10.1063/1.5009137","title":"Electrode erosion properties of gas spark switches for fast linear transformer drivers","year":2017,"lang":"en","type":"article","venue":"Physics of Plasmas","topic":"Integrated Circuits and Semiconductor Failure Analysis","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Natural Science Foundation of China; Heart and Stroke Foundation of Canada","keywords":"Electrode; Physics; Surface roughness; Voltage; High voltage; Surface finish; Materials science; Optics; Optoelectronics; Composite material","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005203729,0.0001339679,0.0002797262,0.00003647865,0.00008723349,0.00001795121,0.000219716,0.00005901773,0.000006210173],"category_scores_gemma":[0.00001507033,0.0001097274,0.0001711093,0.00004519861,0.00006859412,0.0002158413,0.000004965023,0.00009766654,0.000003661071],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001848292,"about_ca_system_score_gemma":0.00002185738,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000096189,"about_ca_topic_score_gemma":0.00006757028,"domain_scores_codex":[0.9993933,0.000003407725,0.0001934644,0.000111876,0.0001169001,0.0001810592],"domain_scores_gemma":[0.9994916,0.00001280231,0.00008633948,0.0002538523,0.0001259519,0.00002950741],"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":[0.00001754651,0.0000254631,0.0002793801,0.0001507933,0.0001657351,9.437398e-8,0.0005892268,0.004213221,0.9918296,0.0008218445,0.0001494386,0.00175768],"study_design_scores_gemma":[0.0002542995,0.00005696795,0.00003200509,0.00007255177,0.0001130116,2.166477e-7,0.0001349814,0.01996672,0.9784151,0.0004992178,0.0003313081,0.0001236117],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928176,0.00006316674,0.005700769,0.00003906193,0.00009424332,0.0001316255,0.00003643072,0.00003067408,0.001086461],"genre_scores_gemma":[0.9993975,0.00006331334,0.0003218407,0.000003013638,0.00008339363,0.00001032173,0.00001300713,0.00002499067,0.00008267139],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0157535,"threshold_uncertainty_score":0.4474555,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0262473094766618,"score_gpt":0.2193517758354601,"score_spread":0.1931044663587983,"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."}}