{"id":"W3047815960","doi":"10.3390/atmos11111238","title":"Human Health and Economic Costs of Air Pollution in Utah: An Expert Assessment","year":2020,"lang":"en","type":"article","venue":"Atmosphere","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Brigham Young University","keywords":"Life expectancy; Air pollution; Legislature; Economic cost; Gross domestic product; Health impact assessment; Economic impact analysis; Environmental planning; Environmental protection; Environmental health; Business; Environmental resource management; Environmental science; Geography; Public health; Economics; Economic growth; Medicine; 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":[0.0002088526,0.0000697633,0.0001496438,0.00000104137,0.00007385443,0.000005690637,0.00007466919,0.00004068346,0.0006192617],"category_scores_gemma":[0.000006125095,0.00007038407,0.00001251158,0.00004965588,0.00006914978,0.00019933,0.00005644197,0.00008094803,0.00002840805],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004088791,"about_ca_system_score_gemma":0.00006361586,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01170814,"about_ca_topic_score_gemma":0.00495695,"domain_scores_codex":[0.9992169,0.00009606863,0.0002309763,0.0001863803,0.00008445706,0.0001852024],"domain_scores_gemma":[0.999487,0.000008981841,0.00009153723,0.0001051137,0.000001075442,0.0003062913],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001116775,0.0004759809,0.7131478,0.0002144942,0.00001570125,0.00000893564,0.03055119,0.0212389,0.0009324587,0.01092484,0.05830311,0.1640749],"study_design_scores_gemma":[0.000728635,0.001051606,0.9724889,0.00003700138,0.00000124887,0.000001620169,0.002710873,0.01016741,0.00007410983,0.0003470837,0.01224265,0.0001488661],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9736785,0.0001235814,0.0001016168,0.02392646,0.00002256419,0.0001772242,0.000005312477,0.00001622961,0.001948467],"genre_scores_gemma":[0.9767703,0.00005689739,0.002229785,0.02088488,0.00002565231,0.000004072893,0.000004491355,0.00000636722,0.00001751241],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2593411,"threshold_uncertainty_score":0.994873,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04616242618802045,"score_gpt":0.3520996915529409,"score_spread":0.3059372653649204,"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."}}