{"id":"W2995815349","doi":"10.1007/s41810-019-00050-5","title":"Experimental Evaluation of Three Local Exhaust Ventilation Systems Designed to Reduce Ultrafine Dust Emission During a Polishing Process","year":2019,"lang":"en","type":"article","venue":"Aerosol Science and Engineering","topic":"Combustion and Detonation Processes","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"École de Technologie Supérieure; Institut de recherche Robert-Sauvé en santé et en sécurité du travail","funders":"Institut de Recherche Robert-Sauvé en Santé et en Sécurité du Travail","keywords":"Polishing; Ventilation (architecture); Process (computing); Environmental science; Automotive engineering; Materials science; Metallurgy; Engineering; Computer science; Mechanical engineering","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":[0.0005571554,0.0001151694,0.0001227164,0.0001996049,0.00008040225,0.0000931034,0.0001290907,0.00004183002,0.00002287342],"category_scores_gemma":[0.00009504554,0.0001184746,0.00001396269,0.0006907771,0.00002899445,0.00066975,0.00002708103,0.00006715421,0.000006406413],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001660657,"about_ca_system_score_gemma":0.00006239403,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009874164,"about_ca_topic_score_gemma":0.00000110418,"domain_scores_codex":[0.9986873,0.000004756826,0.0002134494,0.0002084768,0.0006774371,0.0002086024],"domain_scores_gemma":[0.9994478,0.00001613564,0.00003317095,0.0001196541,0.0002677521,0.000115546],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00000472128,0.000005548859,0.0001385407,0.0001022034,0.000001883172,1.120515e-7,0.0002928012,0.44717,0.5519012,0.00001554123,0.000005770151,0.0003616873],"study_design_scores_gemma":[0.0002221293,0.00001870018,0.002478644,0.0001425824,0.00000552631,0.000006279056,0.0003974679,0.4221231,0.5744954,0.000001074738,0.000004380548,0.0001047784],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991594,0.0003031995,0.007083962,0.0000107618,0.0003054393,0.0003306601,0.00000147737,0.0001328957,0.0002375871],"genre_scores_gemma":[0.9998109,0.000003025195,0.00009196093,0.000003293651,0.00002945968,0.00003636063,0.000002385595,0.00001197371,0.00001065131],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02504688,"threshold_uncertainty_score":0.4831254,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0189747325876129,"score_gpt":0.2653127789721411,"score_spread":0.2463380463845282,"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."}}