{"id":"W2570821787","doi":"10.5604/01.3001.0009.5182","title":"A CRITICAL REVIEW OF MODELS USED IN NUMERICAL SIMULATION OF ELECTROSTATIC PRECIPITATORS","year":2016,"lang":"en","type":"review","venue":"Informatyka Automatyka Pomiary w Gospodarce i Ochronie Środowiska","topic":"Aerosol Filtration and Electrostatic Precipitation","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Electrostatic precipitator; Coupling (piping); Computer science; Computer simulation; Filter (signal processing); Turbulence; Field (mathematics); Focus (optics); Mechanical engineering; Aerospace engineering; Simulation; Process engineering; Mechanics; Engineering; Physics; Electrical engineering","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":[0.0009971847,0.001309503,0.001530058,0.002103581,0.000423682,0.001348595,0.001572687,0.001368635,0.00307085],"category_scores_gemma":[0.002032535,0.000833276,0.001623181,0.002710848,0.0003727118,0.001747696,0.0005903873,0.001147023,0.002445616],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006363452,"about_ca_system_score_gemma":0.001602844,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003420508,"about_ca_topic_score_gemma":0.002116945,"domain_scores_codex":[0.9993456,0.0001278045,0.0001188036,0.00008421675,0.0002866291,0.00003691437],"domain_scores_gemma":[0.9988589,0.00054368,0.00009856468,0.00004832658,0.0004219433,0.00002846362],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001034162,0.000131508,0.001421687,0.03219469,0.0002848958,0.0004002807,0.0002155656,0.05792284,0.006761744,0.02474719,0.03615334,0.8396629],"study_design_scores_gemma":[0.00003134533,0.0002207038,0.001478003,0.007075851,0.0003876803,0.0009604408,0.0001539499,0.043754,0.00678608,0.01131855,0.9276561,0.0001773275],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001934596,0.9550694,0.03375206,0.0008582746,0.001035138,0.00005576461,0.0003227484,0.0002801141,0.006691773],"genre_scores_gemma":[0.01063881,0.9692285,0.01601201,0.0002786405,0.000552566,0.00009070166,0.0004676296,0.00008994321,0.00264123],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003420508,"threshold_uncertainty_score":0.01027304,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02770819820653299,"score_gpt":0.3221397060176793,"score_spread":0.2944315078111463,"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."}}