{"id":"W3156544707","doi":"10.3390/ijerph18084085","title":"Can Public Spaces Effectively Be Used as Cleaner Indoor Air Shelters during Extreme Smoke Events?","year":2021,"lang":"en","type":"article","venue":"International Journal of Environmental Research and Public Health","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"Centre for Air Pollution, Energy and Health Research","keywords":"HEPA; Particulates; Environmental science; Smoke; Indoor air quality; Air quality index; Environmental engineering; Infiltration (HVAC); Air pollution; Haze; Air conditioning; Public place; Waste management; Environmental health; Meteorology; Engineering; Geography; Filter (signal processing); Architectural engineering; Medicine; Chemistry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001196829,0.0006311902,0.0005288802,0.0006498772,0.001290886,0.003567779,0.001721761,0.001397371,0.00594472],"category_scores_gemma":[0.004271391,0.0004081654,0.0008812841,0.0006863114,0.001376409,0.004054704,0.002640389,0.0006975244,0.001947198],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001459641,"about_ca_system_score_gemma":0.002830868,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01313967,"about_ca_topic_score_gemma":0.04424847,"domain_scores_codex":[0.9982796,0.0007189733,0.00003960836,0.0001888643,0.0002925322,0.0004805149],"domain_scores_gemma":[0.9981938,0.0002458177,0.0003991754,0.0002418571,0.0004579297,0.0004613871],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001271988,0.003360888,0.2622053,0.002662627,0.0005708599,0.001225558,0.01010726,0.006567302,0.02417683,0.008466459,0.02416359,0.6552214],"study_design_scores_gemma":[0.0002471377,0.004260642,0.6525168,0.002506547,0.0008960189,0.0006676624,0.05369418,0.009263232,0.02158164,0.008816019,0.2452752,0.0002748495],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9527643,0.003403126,0.006454827,0.009116988,0.0004901571,0.0003780944,0.0006008868,0.0003770273,0.02641446],"genre_scores_gemma":[0.9874538,0.001772175,0.00637351,0.0008460621,0.00009600732,0.0001750247,0.0001915425,0.00004436664,0.003047481],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01313967,"threshold_uncertainty_score":0.02612638,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1567811632137812,"score_gpt":0.4002527572656048,"score_spread":0.2434715940518236,"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."}}