{"id":"W1970222873","doi":"10.1021/es202946w","title":"Vacuum Cleaner Emissions as a Source of Indoor Exposure to Airborne Particles and Bacteria","year":2011,"lang":"en","type":"article","venue":"Environmental Science & Technology","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":88,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Vacuum cleaner; Bacteria; Environmental chemistry; Environmental science; Particulates; Ultrafine particle; Aerosol; Particle (ecology); Range (aeronautics); Contamination; Chemistry; Environmental engineering; Materials science; Ecology; Biology; Meteorology; Physics","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":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004777968,0.0001537196,0.0001881219,0.000164577,0.0003247638,0.00001067035,0.0005106186,0.0001358178,0.002716868],"category_scores_gemma":[0.00008830997,0.0001337204,0.00002351103,0.0006813339,0.002773277,0.0002906236,0.0008789655,0.0001635239,0.0005716796],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001547368,"about_ca_system_score_gemma":0.00002390734,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002385837,"about_ca_topic_score_gemma":0.00002551779,"domain_scores_codex":[0.9982598,0.00003337797,0.0002928436,0.0004910896,0.0003415299,0.0005813171],"domain_scores_gemma":[0.9990224,0.00001962688,0.0001120726,0.0004149796,0.000002035585,0.0004289311],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00006163038,0.0003299393,0.2258921,0.000006943564,0.00000449912,0.000008013115,0.005285643,0.00001779082,0.6732911,0.0006536448,0.0002634412,0.09418523],"study_design_scores_gemma":[0.0002809289,0.001018948,0.7076274,0.00001704023,0.000009263847,0.00004718312,0.002329059,0.00005078943,0.2762191,0.002123104,0.01005055,0.0002265974],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960899,0.00003245979,0.000240942,0.002174788,0.00004393218,0.0002603086,0.000004521817,0.00006552586,0.001087617],"genre_scores_gemma":[0.992312,0.00002688789,0.006385768,0.0009780739,0.000007533513,0.0000202073,5.762927e-7,0.00001096496,0.0002580345],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4817353,"threshold_uncertainty_score":0.9999406,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02162666884235596,"score_gpt":0.2563395254406067,"score_spread":0.2347128565982507,"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."}}