{"id":"W2513062306","doi":"10.5194/acp-17-4477-2017","title":"Impacts of coal burning on ambient PM <sub>2.5</sub> pollution in China","year":2017,"lang":"en","type":"article","venue":"Atmospheric chemistry and physics","topic":"Atmospheric chemistry and aerosols","field":"Earth and Planetary Sciences","cited_by":162,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Health Canada; Dalhousie University","funders":"Chinese Academy of Sciences; National Natural Science Foundation of China","keywords":"Coal; Coal combustion products; Combustion; Environmental science; Pollution; Air pollution; Environmental engineering; Atmospheric sciences; Chemistry; Physics; Ecology","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":[0.0004861625,0.0005034371,0.0002888851,0.0004295146,0.0005047154,0.0005814122,0.0003264296,0.0003749564,0.0007548645],"category_scores_gemma":[0.0003868902,0.0002469043,0.0008424067,0.0005813251,0.0003095929,0.0004179251,0.000489994,0.0002011244,0.00008791852],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002369347,"about_ca_system_score_gemma":0.001829377,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1788653,"about_ca_topic_score_gemma":0.1381842,"domain_scores_codex":[0.9997688,0.00005127741,0.00001374774,0.00004037527,0.00005440688,0.00007143647],"domain_scores_gemma":[0.9998088,0.00004283326,0.00002977393,0.00001451256,0.00006225223,0.00004179063],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003203934,0.0001847054,0.8410545,0.0001094394,0.0004105805,0.0008192589,0.0002690537,0.133583,0.01000165,0.001180401,0.0008359466,0.01123094],"study_design_scores_gemma":[0.00003151269,0.0001023803,0.9008469,0.00001543001,0.0001502349,0.00005518399,0.0003311956,0.09402408,0.002953242,0.0005302428,0.0009297276,0.00002975537],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988255,0.00009158554,0.0001976914,0.00005863028,0.000006132929,0.000004641043,0.0002588748,0.00001306452,0.0005438859],"genre_scores_gemma":[0.9993832,0.00007997328,0.00008996441,0.00001579156,0.00000222378,0.000003251285,0.0002198776,0.000002683073,0.00020289],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1788653,"threshold_uncertainty_score":0.3556483,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007471091740108121,"score_gpt":0.2081220808270589,"score_spread":0.2006509890869507,"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."}}