{"id":"W2913759645","doi":"10.1289/isee.2013.o-2-31-03","title":"Contribution of Household Heating with Solid Fuels to Ambient Particulate Air Pollution (PM2.5)","year":2013,"lang":"en","type":"article","venue":"ISEE Conference Abstracts","topic":"Energy, Environment, and Transportation Policies","field":"Energy","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Particulates; Solid fuel; Environmental science; Population; Coal; Air pollution; Combustion; Environmental protection; Waste management; Environmental health; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011093,0.000193924,0.0002519368,0.00008603281,0.0000921488,0.000037008,0.0001183368,0.00008782782,0.0002112721],"category_scores_gemma":[0.00003670059,0.0001679194,0.00005368223,0.0001343535,0.0001003185,0.0003020159,0.00001360058,0.0001010404,0.0001253092],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004955979,"about_ca_system_score_gemma":0.00004631271,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006185133,"about_ca_topic_score_gemma":0.001588281,"domain_scores_codex":[0.9985433,0.00003318157,0.0004652396,0.0002611715,0.0003002054,0.0003969228],"domain_scores_gemma":[0.9991132,0.0000364345,0.000224742,0.0002757492,0.0001484402,0.0002014114],"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":[0.00003186374,0.0001074888,0.001029177,0.00001673815,0.00004122416,0.000004273625,0.0005143361,0.8723723,0.1094633,0.0157158,0.00008054962,0.0006229741],"study_design_scores_gemma":[0.0005290353,0.0001467796,0.7410106,0.00009381321,0.00003195864,0.000002517124,0.0001675676,0.00007547829,0.2557935,0.0008182001,0.001127493,0.0002031155],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951363,0.00001501032,0.001175467,0.0009971252,0.0000675539,0.0002777382,0.00002341392,0.00008652412,0.002220856],"genre_scores_gemma":[0.9986312,0.00002039992,0.000244751,0.0007408172,0.00004359522,0.00008215827,0.00005765779,0.00002219456,0.000157183],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8722969,"threshold_uncertainty_score":0.9350113,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01876177853950292,"score_gpt":0.2337745015313349,"score_spread":0.215012722991832,"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."}}