{"id":"W1988321361","doi":"10.1097/ede.0b013e31819776a1","title":"Global Geographies of Injustice in Traffic-Related Air Pollution Exposure","year":2009,"lang":"en","type":"letter","venue":"Epidemiology","topic":"Environmental Justice and Health Disparities","field":"Social Sciences","cited_by":59,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Environmental justice; Injustice; Disadvantaged; Equity (law); Context (archaeology); Socioeconomic status; Political science; Economic growth; Development economics; Geography; Environmental health; Economics; Population; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.002089786,0.0002335071,0.0008790076,0.0002169079,0.0002935547,0.000002520697,0.0003465361,0.002025828,0.0001444958],"category_scores_gemma":[0.001499521,0.0002396592,0.0001773454,0.0004399312,0.001201723,0.00009673046,0.00005375683,0.001035906,0.00002493402],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000278848,"about_ca_system_score_gemma":0.0001591146,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006365851,"about_ca_topic_score_gemma":0.01102351,"domain_scores_codex":[0.9953542,0.002205308,0.0009836134,0.0003998955,0.0002161642,0.0008408215],"domain_scores_gemma":[0.9979013,0.001261052,0.0005083565,0.00022442,0.00002371338,0.00008112165],"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":[0.00003361896,0.00008093104,0.0449746,0.000539176,0.00004051006,0.00005826893,0.003375251,0.002490937,3.173084e-7,0.01160845,0.9340763,0.002721635],"study_design_scores_gemma":[0.0003529395,0.0002440204,0.3747788,0.0003690055,0.0001363829,0.000005134968,0.003901636,0.0000113201,1.563218e-7,0.009980341,0.6098742,0.0003459562],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.06415618,0.01381565,0.00001487261,0.9132379,0.0009284336,0.0003995894,0.0001055711,0.0000724639,0.007269298],"genre_scores_gemma":[0.2242487,0.01417852,0.0002549511,0.7591012,0.001454,0.00002289565,0.0001899736,0.00001370073,0.0005360728],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.3298042,"threshold_uncertainty_score":0.9992697,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03189567973621786,"score_gpt":0.3375163562594461,"score_spread":0.3056206765232283,"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."}}