{"id":"W1913470139","doi":"10.1007/978-94-007-7557-2_4","title":"Long-Range Transport of Air Pollutants and Regional and Global Air Quality Modelling","year":2013,"lang":"en","type":"book-chapter","venue":"","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"Environment and Climate Change Canada","funders":"","keywords":"Pollutant; Air quality index; Environmental science; Range (aeronautics); Air transport; Air pollutants; Ozone; Meteorology; Air pollution; Engineering; Geography; Transport engineering; Chemistry","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":[0.0001926611,0.0007334806,0.0005261676,0.0003650143,0.0002968034,0.001292465,0.00113082,0.0008430619,0.006935261],"category_scores_gemma":[0.0004399259,0.0003718035,0.0007577142,0.001142674,0.0004966801,0.001760921,0.0007674986,0.001349377,0.002436816],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001065869,"about_ca_system_score_gemma":0.0006224663,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01012891,"about_ca_topic_score_gemma":0.01314584,"domain_scores_codex":[0.9999156,0.00001694879,0.000004903709,0.00001865783,0.00003800089,0.000005929483],"domain_scores_gemma":[0.9998956,0.00005347983,0.000006168933,0.00001567231,0.00002346514,0.000005616829],"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":[0.00001610177,0.00004352903,0.000471119,0.0003246023,0.00007680727,0.000133968,0.0001412622,0.4241814,0.001512694,0.3572738,0.05365269,0.162172],"study_design_scores_gemma":[0.000004421419,0.0000114696,0.0004900739,0.0001550772,0.00002338195,0.0001312675,0.00006776561,0.261398,0.0008573593,0.4389253,0.2979057,0.00003011782],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.009632437,0.07112628,0.6140434,0.005132419,0.002652448,0.00003989506,0.001600376,0.001427994,0.2943448],"genre_scores_gemma":[0.2121579,0.1162607,0.1701117,0.001070189,0.001531127,0.0001711299,0.003200701,0.001626093,0.4938704],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01012891,"threshold_uncertainty_score":0.02320081,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08891150884559147,"score_gpt":0.3049428295457158,"score_spread":0.2160313207001243,"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."}}