{"id":"W1985854347","doi":"10.1021/es503144h","title":"Impacts of Air Cleaners on Indoor Air Quality in Residences Impacted by Wood Smoke","year":2014,"lang":"en","type":"article","venue":"Environmental Science & Technology","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":58,"is_retracted":false,"has_abstract":true,"ca_institutions":"Environment and Climate Change Canada; Air Canada; Nova Scotia Health Authority; Dalhousie University; Health Canada","funders":"Canadian Institutes of Health Research; Health Canada; Dalhousie University","keywords":"Environmental science; Indoor air quality; Smoke; Air filtration; Waste management; Stove; Particulates; Air quality index; Combustion; Filtration (mathematics); Air pollution; Environmental engineering; Pollutant; Air purifier; Chemistry; Engineering; Meteorology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0003376633,0.0002249403,0.0003069976,0.0002406091,0.0004499361,0.0003666464,0.0002154751,0.000285799,0.0009155099],"category_scores_gemma":[0.0009715951,0.0001612992,0.0004124537,0.0002761742,0.0002870346,0.0001764336,0.0003118749,0.0002159509,0.0001026445],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000425899,"about_ca_system_score_gemma":0.000415741,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03044879,"about_ca_topic_score_gemma":0.05852581,"domain_scores_codex":[0.999543,0.0001781142,0.00002305717,0.00005633114,0.0000913487,0.0001081115],"domain_scores_gemma":[0.9994819,0.0001174704,0.0001497832,0.00003588778,0.000116357,0.00009861477],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00299592,0.002486434,0.9478056,0.0000888369,0.0002768733,0.0005032273,0.001047235,0.0005744412,0.02421989,0.00003867677,0.0001779398,0.01978478],"study_design_scores_gemma":[0.00001094337,0.001819489,0.9958229,0.000004034963,0.0000498767,0.00006044009,0.0004272313,0.0001327196,0.00153873,0.00001271101,0.000116774,0.000004149209],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997171,0.00006641993,0.00002032505,0.000008719308,0.000001438297,0.000004481116,0.00002620038,0.00000131076,0.0001540613],"genre_scores_gemma":[0.9995667,0.00008080182,0.00008511581,0.00001530673,0.000003107285,0.000003590831,0.0000516455,8.851657e-7,0.0001927527],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03044879,"threshold_uncertainty_score":0.06054312,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01785072162879665,"score_gpt":0.3020775838441084,"score_spread":0.2842268622153118,"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."}}