{"id":"W2156946678","doi":"10.1109/tia.2008.916756","title":"A Single-Species Pulsed Model of Negative Corona Discharge in Air","year":2008,"lang":"en","type":"article","venue":"IEEE Transactions on Industry Applications","topic":"Aerosol Filtration and Electrostatic Precipitation","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Corona discharge; Corona ring; Electric field; Corona (planetary geology); Waveform; Voltage; Mechanics; Air gap (plumbing); Symmetry (geometry); Finite element method; Current density; Physics; Plane (geometry); Computational physics; Materials science; Electrical engineering; Engineering; Geometry; Mathematics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001808131,0.0004328163,0.0006667204,0.0003027003,0.0003750998,0.0006067178,0.001628668,0.001532759,0.002123988],"category_scores_gemma":[0.0004459641,0.0002358334,0.0006276305,0.0002615587,0.0007125553,0.0009922392,0.0004744052,0.0007205956,0.0005094752],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00043175,"about_ca_system_score_gemma":0.0005377682,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002837838,"about_ca_topic_score_gemma":0.001369673,"domain_scores_codex":[0.9998612,0.0000225101,0.000004690821,0.00003637115,0.00005681806,0.00001833285],"domain_scores_gemma":[0.9998968,0.00003331579,0.00001221824,0.00001234779,0.00003205914,0.00001322887],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00007125532,0.00008164992,0.0009461124,0.0001115276,0.00002420009,0.0005791762,0.0001629221,0.9207513,0.0296752,0.0389713,0.001210004,0.007415276],"study_design_scores_gemma":[0.00001211009,0.00002307226,0.0001498986,0.000003469763,0.000004043582,0.0000872868,0.00001169923,0.9961758,0.0006414014,0.001871839,0.001011675,0.000007749035],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2064243,0.001061142,0.738595,0.0007355929,0.0003960957,0.0001938792,0.000456133,0.0003723314,0.05176555],"genre_scores_gemma":[0.942216,0.0007272985,0.02907296,0.0002921651,0.000131969,0.0003098527,0.0002757067,0.00009553619,0.0268785],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002837838,"threshold_uncertainty_score":0.00710541,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03966339139435872,"score_gpt":0.2328770434523964,"score_spread":0.1932136520580377,"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."}}