{"id":"W2531263257","doi":"10.1088/0963-0252/25/6/065009","title":"Study of the impact of photoionization on negative and positive needle-plane corona discharge in atmospheric air","year":2016,"lang":"en","type":"article","venue":"Plasma Sources Science and Technology","topic":"Aerosol Filtration and Electrostatic Precipitation","field":"Engineering","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Natural Sciences and Engineering Research Council of Canada; CMC Microsystems","keywords":"Photoionization; Corona discharge; Ionization; Corona (planetary geology); Atomic physics; Electron; Brush discharge; Chemistry; Photoionization mode; Plasma; Physics; Ion; Electrode; Nuclear physics","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":[0.00009095613,0.00006073304,0.00009323985,0.00005879001,0.00005426275,0.000004905441,0.00008945456,0.00003454775,0.000003016051],"category_scores_gemma":[0.0001165081,0.00003380023,0.000005859522,0.0007095683,0.0003433274,0.0001162682,0.00002356605,0.00004923594,5.160122e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004040337,"about_ca_system_score_gemma":0.00002363656,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004631849,"about_ca_topic_score_gemma":0.0000716536,"domain_scores_codex":[0.9995584,0.00001222097,0.0001137228,0.0001038136,0.0001060806,0.0001057952],"domain_scores_gemma":[0.9997291,0.00007490844,0.00005086381,0.00007776257,0.00005243528,0.00001491738],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007249683,0.0001863736,0.4930257,0.00001134655,0.00003021382,8.32111e-7,0.01359212,0.003045994,0.4721747,0.002091839,0.00001884316,0.01574953],"study_design_scores_gemma":[0.001269462,0.001810833,0.7044368,0.0000733302,0.000008413802,0.00001159367,0.004924084,0.02261495,0.2637612,0.0009605294,0.000001256762,0.0001276233],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999381,0.00001085037,0.0001314956,0.00009994912,0.00001971542,0.0001932265,0.000007128898,0.00002337182,0.0001332371],"genre_scores_gemma":[0.999905,0.00001505487,0.0000567639,0.000003569953,0.000001453436,0.00000704993,3.473008e-7,0.000003280375,0.000007418065],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.211411,"threshold_uncertainty_score":0.1378333,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005274917120733752,"score_gpt":0.2159950591223109,"score_spread":0.2107201420015772,"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."}}