{"id":"W2116972412","doi":"10.1088/1748-9326/10/11/114014","title":"Premature deaths attributed to source-specific BC emissions in six urban US regions","year":2015,"lang":"en","type":"article","venue":"Environmental Research Letters","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"U.S. Environmental Protection Agency; National Aeronautics and Space Administration","keywords":"CMAQ; Environmental science; Diesel fuel; Air quality index; Air pollution; Emission inventory; Gasoline; Particulates; Atmospheric sciences; Environmental health; Meteorology; Geography; Medicine; Waste management; Chemistry; Engineering","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002178516,0.0002382944,0.0002475057,0.0001956147,0.0003902963,0.00006615162,0.0006036503,0.0001680685,0.00163929],"category_scores_gemma":[0.0003177753,0.0002263865,0.00006577798,0.0006604593,0.000522635,0.0003146772,0.0007475774,0.0009929675,0.005892226],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002435973,"about_ca_system_score_gemma":0.00003494138,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008241252,"about_ca_topic_score_gemma":0.0002121302,"domain_scores_codex":[0.9952499,0.0007027171,0.0003777817,0.0006757462,0.001639258,0.001354552],"domain_scores_gemma":[0.9974193,0.0002110351,0.00005360022,0.0006618441,0.000003472572,0.001650738],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001651643,0.0003686821,0.2044243,0.000009119583,0.000006567049,0.00009567808,0.004508033,0.003099667,0.01905991,0.00003457693,0.7656242,0.002604093],"study_design_scores_gemma":[0.0006531835,0.0001937648,0.327085,0.00004526665,0.000002269744,0.00001138848,0.0009604028,0.0001968044,0.001119346,0.0001268668,0.669333,0.0002726125],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9517612,0.0001405383,0.000797758,0.04435799,0.00009117027,0.0009640765,0.00003987545,0.00005180611,0.001795624],"genre_scores_gemma":[0.9856049,0.00007989866,0.001822815,0.009156702,0.0001282439,0.0001078703,0.00005742419,0.00004808244,0.002994061],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1226608,"threshold_uncertainty_score":0.9992734,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1253595578206439,"score_gpt":0.3586441663455398,"score_spread":0.2332846085248959,"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."}}