{"id":"W3037338588","doi":"10.3390/ijerph17134616","title":"Assessing the Influence of Socioeconomic Status and Air Pollution Levels on the Public Perception of Local Air Quality in a Mexico-US Border City","year":2020,"lang":"en","type":"article","venue":"International Journal of Environmental Research and Public Health","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Consejo Nacional de Ciencia y Tecnología","keywords":"Socioeconomic status; Air quality index; Air pollution; Environmental health; Perception; Quality (philosophy); Geography; Public health; Socioeconomics; Psychology; Medicine; Meteorology; Sociology; Population; 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":[0.0007511539,0.0001866279,0.0001948668,0.0006636211,0.0007180301,0.0009748204,0.0002258569,0.0003110494,0.001429911],"category_scores_gemma":[0.001942119,0.0001292939,0.0003313124,0.0005987918,0.0003689903,0.0003089908,0.0007996591,0.0003220755,0.0001025295],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006058031,"about_ca_system_score_gemma":0.0003609113,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04064428,"about_ca_topic_score_gemma":0.04732618,"domain_scores_codex":[0.9996631,0.0001401695,0.00001935726,0.00004845112,0.00005390848,0.00007514835],"domain_scores_gemma":[0.9989373,0.000281823,0.0003891372,0.00005915967,0.0001368193,0.0001957137],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006868171,0.00008355961,0.9971751,0.000007771633,0.0000375222,0.00005359569,0.001067021,0.00004186207,0.0001511726,0.00002234616,0.00007138228,0.00122012],"study_design_scores_gemma":[0.000001500375,0.00004520486,0.9980926,0.000003193825,0.00001122649,0.00001180406,0.001640618,0.00006553844,0.00002005833,0.000005452859,0.0001011129,0.000001537233],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996991,0.00002100134,0.00001414069,0.00002448947,0.000001079744,0.000002783225,0.0000375562,4.722288e-7,0.0001993468],"genre_scores_gemma":[0.9997572,0.00003021838,0.00002602903,0.00000869089,0.000002582186,0.000005395679,0.00006420351,3.739237e-7,0.0001052531],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04064428,"threshold_uncertainty_score":0.08081543,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1699479912166149,"score_gpt":0.4611552179203361,"score_spread":0.2912072267037212,"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."}}