{"id":"W4417169649","doi":"10.1109/ias/pca57664.2024.11272867","title":"Operational Strategies and Equipment Upgrades for Meeting Cement Kiln Particulate Emission Limits with Existing Electrostatic Precipitators","year":2024,"lang":"","type":"article","venue":"","topic":"Aerosol Filtration and Electrostatic Precipitation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fields Institute for Research in Mathematical Sciences","funders":"","keywords":"Electrostatic precipitator; Particulates; Kiln; Cement kiln; Air preheater; Cement","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":[0.001205221,0.0005570793,0.0002793616,0.0007086921,0.0006628743,0.0009364283,0.001645066,0.0006644255,0.001306706],"category_scores_gemma":[0.002818568,0.000215484,0.0003219438,0.0003633399,0.0003597336,0.001200734,0.0005202745,0.00044199,0.0003458877],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001013923,"about_ca_system_score_gemma":0.001079999,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003005151,"about_ca_topic_score_gemma":0.005261973,"domain_scores_codex":[0.9989021,0.000262428,0.0001225434,0.0001295215,0.0004132333,0.0001702068],"domain_scores_gemma":[0.9987871,0.0003073331,0.0002750375,0.0001852889,0.0003448423,0.0001004923],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00192598,0.003054773,0.07650954,0.001389555,0.0001458916,0.00204511,0.001273014,0.1124825,0.3848567,0.00317621,0.002112549,0.4110282],"study_design_scores_gemma":[0.0007128438,0.01874543,0.3523653,0.0004406735,0.0005453582,0.002616851,0.005953713,0.1445091,0.433082,0.00320988,0.03747839,0.0003404664],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9731728,0.0004472762,0.01794907,0.0003627366,0.00003507643,0.0003963689,0.00005959708,0.0004152336,0.007161837],"genre_scores_gemma":[0.9869558,0.0002090282,0.01188295,0.00004283868,0.00001098219,0.00004265799,0.00004540297,0.00001491663,0.0007954099],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003005151,"threshold_uncertainty_score":0.007356524,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02544203481928424,"score_gpt":0.2806126393731292,"score_spread":0.255170604553845,"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."}}