{"id":"W6903187156","doi":"10.1021/es503144h.s001","title":"Impacts\\nof Air Cleaners on Indoor Air Quality in Residences\\nImpacted by Wood Smoke","year":2016,"lang":"en","type":"article","venue":"Figshare","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Particulates; Indoor air quality; Smoke; Air filtration; Indoor air; Air quality index; Pollutant","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003208857,0.0001898877,0.0002161838,0.0002394733,0.00050246,0.0004097623,0.0002679371,0.0002977801,0.001566868],"category_scores_gemma":[0.0008291162,0.0001689943,0.0004004622,0.000204434,0.0002424852,0.0001953202,0.000337184,0.0002840615,0.0002275804],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007616938,"about_ca_system_score_gemma":0.0005398628,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09031425,"about_ca_topic_score_gemma":0.1387942,"domain_scores_codex":[0.9995692,0.0001116037,0.00002230102,0.00007740087,0.0000940052,0.0001254668],"domain_scores_gemma":[0.999572,0.00005491469,0.0001082276,0.00003867499,0.0001182373,0.0001080599],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001686513,0.001518346,0.9704113,0.00006496772,0.0001791905,0.0002057242,0.0005536468,0.0002363891,0.007205499,0.00005365573,0.0005072054,0.01737761],"study_design_scores_gemma":[0.00000658597,0.000533157,0.99824,0.000005288015,0.0000249698,0.00002975668,0.000312798,0.00008245526,0.0005404354,0.000008252036,0.0002131177,0.000003090948],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989549,0.0001123937,0.00002650801,0.00002874381,0.000005629883,0.0000083397,0.00012691,0.000002911456,0.0007337396],"genre_scores_gemma":[0.9986609,0.0001256651,0.00007282039,0.00004315029,0.000005956112,0.000007791642,0.0002099814,0.000002138162,0.0008717189],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09031425,"threshold_uncertainty_score":0.1795772,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07986088081645323,"score_gpt":0.361542549482164,"score_spread":0.2816816686657108,"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."}}