{"id":"W3120339281","doi":"10.3390/su13010369","title":"Numerical Assessment of an Air Cleaner Device under Different Working Conditions in an Indoor Environment","year":2021,"lang":"en","type":"article","venue":"Sustainability","topic":"Infection Control and Ventilation","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Displacement ventilation; Indoor air quality; Environmental science; Ventilation (architecture); Computational fluid dynamics; Indoor air; Materials science; Environmental engineering; Waste management; Mechanical engineering; Engineering; Aerospace 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000257482,0.000100042,0.000244247,0.00006668883,0.00006091564,0.00000886725,0.00003173811,0.0000744713,0.0004030851],"category_scores_gemma":[0.00008197311,0.00008992505,0.00007312139,0.000145519,0.00005840055,0.0001089502,0.00002752161,0.0001950885,0.000001115542],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009631003,"about_ca_system_score_gemma":0.0002884457,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006915721,"about_ca_topic_score_gemma":0.00009301224,"domain_scores_codex":[0.9987701,0.0002573178,0.0003090811,0.0002741601,0.000206071,0.0001832334],"domain_scores_gemma":[0.9992341,0.00006482958,0.00007158663,0.0003250442,0.0002020203,0.0001024574],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007962202,0.002220782,0.9859781,0.0001143578,0.00002117755,0.00002642726,0.0001792026,0.004398664,0.0005666443,0.002529298,0.000002452666,0.003883234],"study_design_scores_gemma":[0.001099455,0.0002432492,0.984431,0.00001841687,0.00004133735,0.000007011293,0.001272611,0.009599958,0.0005842863,0.002407439,0.0002142563,0.00008100912],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9891022,0.00001262895,0.009049907,0.001099749,0.00006059787,0.0003821222,0.000002735925,0.00002310587,0.0002669966],"genre_scores_gemma":[0.9992825,0.000001592971,0.0002004666,0.0002126076,0.00005601929,0.00004743615,0.0001108435,0.000009101716,0.00007937438],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0101804,"threshold_uncertainty_score":0.44135,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01810608397801733,"score_gpt":0.3371203610405152,"score_spread":0.3190142770624979,"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."}}