{"id":"W3081347569","doi":"10.2139/ssrn.3676088","title":"Congestion in the Electricity Transmission System Redistributes Pollution Across Long Distances","year":2020,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Environmental science; Electricity; Transmission (telecommunications); Geography; Fishery; Meteorology; Telecommunications; Computer science; Engineering; Biology; Electrical 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002786976,0.0001944611,0.0003483925,0.0005687269,0.0005956063,0.0009400902,0.0004241871,0.0004970363,0.00522283],"category_scores_gemma":[0.001629087,0.0002287024,0.0002851768,0.0008948581,0.0006711294,0.0009974925,0.0006703578,0.0004145852,0.000374893],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009443639,"about_ca_system_score_gemma":0.0004099243,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007635176,"about_ca_topic_score_gemma":0.00785107,"domain_scores_codex":[0.9997694,0.0000651437,0.00000772428,0.00003663016,0.00005167449,0.00006934028],"domain_scores_gemma":[0.999212,0.0003457199,0.0001398386,0.0000610094,0.0001613558,0.00007994296],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.004211339,0.00140916,0.1453747,0.0003502181,0.0005511816,0.002401079,0.0009998378,0.5393492,0.1038382,0.06940053,0.01460847,0.117506],"study_design_scores_gemma":[0.0004263062,0.002002165,0.4325731,0.0000807168,0.0004355385,0.0006726515,0.004127753,0.4603318,0.01994787,0.06637071,0.0128435,0.000187821],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9890421,0.0001222025,0.00504162,0.0004923182,0.00005216867,0.00001143905,0.00008292167,0.00006042998,0.005094789],"genre_scores_gemma":[0.9986641,0.00005657938,0.0002056012,0.00002308879,0.00001434218,0.000002357357,0.00003168378,0.000008543593,0.0009936877],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007635176,"threshold_uncertainty_score":0.01747209,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02103011951386938,"score_gpt":0.284361545778868,"score_spread":0.2633314262649986,"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."}}