{"id":"W2285963582","doi":"10.1088/0022-3727/48/41/415203","title":"Numerical investigation of the formation of Trichel pulses in a needle-plane geometry","year":2015,"lang":"en","type":"article","venue":"Journal of Physics D Applied Physics","topic":"Aerosol Filtration and Electrostatic Precipitation","field":"Engineering","cited_by":119,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Natural Sciences and Engineering Research Council of Canada; Zhejiang University; CMC Microsystems","keywords":"Geometry; Plane (geometry); Materials science; Mechanics; Physics; Mathematics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001938135,0.00009053241,0.0002257695,0.00004731242,0.00001284692,0.000009237428,0.0001240975,0.00003947778,0.00000101709],"category_scores_gemma":[0.00002509729,0.00007292945,0.00006020872,0.0006463707,0.00003253669,0.0002834171,0.000008655438,0.0001937136,0.000001671923],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007415882,"about_ca_system_score_gemma":0.00007035012,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000395587,"about_ca_topic_score_gemma":5.624786e-7,"domain_scores_codex":[0.9990246,0.000024742,0.0004857144,0.00004089669,0.000326621,0.00009743259],"domain_scores_gemma":[0.9992477,0.00006217859,0.0004023405,0.00009207136,0.0001510801,0.00004466148],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00008654738,0.0001328747,0.001195268,0.0002023103,0.00005195304,2.712833e-7,0.009045219,0.6292086,0.3384395,0.008879312,0.001148871,0.01160928],"study_design_scores_gemma":[0.001259809,0.0001143542,0.003512392,0.00007254042,0.00004377316,0.000004018319,0.0007003474,0.06478891,0.8860474,0.04329257,0.00002214935,0.0001416989],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9153559,0.00003453789,0.08374902,0.00002971802,0.000125583,0.0001186518,0.00000548222,0.000009034829,0.0005720787],"genre_scores_gemma":[0.9986892,0.000008360636,0.001124263,0.00002650108,0.0001243798,0.000003071335,0.00001029589,0.00001173978,0.00000217517],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5644197,"threshold_uncertainty_score":0.2973976,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02154566682744272,"score_gpt":0.2202328981204015,"score_spread":0.1986872312929588,"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."}}