{"id":"W1991570454","doi":"10.1016/s0026-0576(05)80076-5","title":"The study of industrial powder coating booth designs with numerical simulations","year":2005,"lang":"en","type":"article","venue":"Metal Finishing","topic":"Aerosol Filtration and Electrostatic Precipitation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Coating; Powder coating; Materials science; Composite material","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002062834,0.00009007868,0.0001180807,0.0000259368,0.0001867516,0.00007342459,0.00009122938,0.000033949,0.00002312251],"category_scores_gemma":[0.0001384559,0.00006454687,0.00002113711,0.0001990356,0.00001736124,0.0002513885,0.000009723485,0.0001794286,0.000004889716],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002916624,"about_ca_system_score_gemma":0.00002042434,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001584348,"about_ca_topic_score_gemma":0.0001088332,"domain_scores_codex":[0.9992254,0.00006334951,0.0002612644,0.00008786017,0.0002061206,0.0001560376],"domain_scores_gemma":[0.9993999,0.00035813,0.00005669273,0.0001178219,0.00003571315,0.00003175303],"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":[0.00005486768,0.0001500457,0.004709249,0.000005243901,0.0001642258,0.00000119655,0.009719547,0.9453055,0.01306651,0.0007045759,0.0004301521,0.02568894],"study_design_scores_gemma":[0.00411631,0.001357366,0.005390372,0.00005118602,0.0002190737,0.000008948178,0.008855941,0.9487846,0.02705916,0.000219794,0.003310575,0.0006266927],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9610567,0.0000315987,0.03748837,0.0001104416,0.00008725509,0.0002734502,0.000003261646,0.00009416133,0.0008547499],"genre_scores_gemma":[0.9983373,0.000001142633,0.001471424,0.00001934292,0.00009310628,0.00001316575,0.000006665703,0.00001775562,0.00004007016],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03728062,"threshold_uncertainty_score":0.2632145,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04671172565491081,"score_gpt":0.2626586959211109,"score_spread":0.2159469702662001,"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."}}