{"id":"W2084099160","doi":"10.1289/ehp.1206340","title":"Household Cooking with Solid Fuels Contributes to Ambient PM <sub>2.5</sub> Air Pollution and the Burden of Disease","year":2014,"lang":"en","type":"article","venue":"Environmental Health Perspectives","topic":"Energy and Environment Impacts","field":"Environmental Science","cited_by":495,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Burden of disease; Air pollution; Pollution; Environmental science; Solid fuel; Environmental health; Air pollutants; Natural resource economics; Business; Waste management; Environmental chemistry; Environmental protection; Chemistry; Medicine; Combustion; Economics; Engineering; Biology; Population","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":[0.0005384082,0.0002568979,0.0003254532,0.00005131148,0.000432721,0.00001799725,0.0001786537,0.00005003369,0.00006978892],"category_scores_gemma":[0.00003401622,0.0001820547,0.00006301743,0.0001254138,0.00124932,0.0001950794,0.0002378217,0.0001633203,0.00004290995],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005793225,"about_ca_system_score_gemma":0.00001285108,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003561086,"about_ca_topic_score_gemma":0.00003487888,"domain_scores_codex":[0.9980435,0.0002561959,0.0002897673,0.0004900857,0.0004302899,0.0004902071],"domain_scores_gemma":[0.9989448,0.0001034677,0.0001804356,0.0003649768,0.000001396685,0.0004049672],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.005063499,0.001737708,0.03842642,0.0001494132,0.0002501709,0.00001222183,0.04252443,0.7259744,0.1587623,0.006062898,0.002962659,0.01807393],"study_design_scores_gemma":[0.00371924,0.001061369,0.9644977,0.0001441187,0.00006788352,0.00001013991,0.007166509,0.0007896241,0.01753566,0.0008947954,0.003638522,0.0004743939],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9858109,0.00048873,0.001515087,0.01110236,0.00004082208,0.0006174009,0.00004272813,0.00003207028,0.0003498812],"genre_scores_gemma":[0.9967644,0.0005816271,0.0001426059,0.002279759,0.00007453182,0.00005053377,0.000008128028,0.00003050696,0.00006791809],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9260713,"threshold_uncertainty_score":0.7423973,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006173085056726809,"score_gpt":0.2167522173100484,"score_spread":0.2105791322533216,"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."}}