{"id":"W2004691206","doi":"10.1021/es503855e","title":"Regionally-Varying Combustion Sources of the January 2013 Severe Haze Events over Eastern China","year":2015,"lang":"en","type":"article","venue":"Environmental Science & Technology","topic":"Atmospheric chemistry and aerosols","field":"Earth and Planetary Sciences","cited_by":318,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Energimyndigheten; Vetenskapsrådet; Chinese Academy of Sciences; Riksbankens Jubileumsfond; Svenska Forskningsrådet Formas","keywords":"Haze; China; Environmental science; Combustion; Meteorology; Geography; Chemistry; Archaeology","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":[0.0002083488,0.0003339219,0.0002111114,0.000573475,0.0003627884,0.0003508907,0.0001935371,0.0001967347,0.0004844682],"category_scores_gemma":[0.0002114746,0.0001218075,0.0003124186,0.0006486992,0.00019623,0.0002313257,0.0003490217,0.0001386459,0.0000717295],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006275611,"about_ca_system_score_gemma":0.0005287966,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1096165,"about_ca_topic_score_gemma":0.1814025,"domain_scores_codex":[0.9999418,0.000004610939,0.000003693919,0.00001887311,0.00001272002,0.000018288],"domain_scores_gemma":[0.9999005,0.000007872335,0.00002742124,0.00001111968,0.00003577836,0.00001737046],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001601903,0.00002984542,0.9667123,0.00006152412,0.0001732799,0.0002925798,0.000402756,0.006644369,0.01123289,0.000190588,0.0007768361,0.01332282],"study_design_scores_gemma":[0.0000031296,0.000008721675,0.9952952,0.000003383382,0.0000359653,0.00002946605,0.0001353844,0.003105866,0.0008769759,0.00003594366,0.0004639901,0.000005930628],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984908,0.0001119008,0.0001919922,0.00002865461,0.000003468142,0.00000378708,0.0007528598,0.00002228301,0.0003942619],"genre_scores_gemma":[0.9985384,0.00007519469,0.0001942237,0.00001068742,0.000004938276,0.00000371556,0.0009713704,0.000004521787,0.0001969548],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1096165,"threshold_uncertainty_score":0.217957,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008422636444467358,"score_gpt":0.1882003797356307,"score_spread":0.1797777432911634,"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."}}