{"id":"W1603912562","doi":"10.1002/9781118723098.ch4","title":"REGULATION OF AIR QUALITY AND AIR QUALITY MODELING","year":2013,"lang":"en","type":"other","venue":"","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Air quality index; Air pollution; Atmospheric dispersion modeling; Clean Air Act; Environmental science; Quality (philosophy); Agency (philosophy); AERMOD; Pollution; National Ambient Air Quality Standards; Environmental planning; Environmental engineering; Meteorology; Geography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.002619005,0.0009583338,0.0007374177,0.001276487,0.001284981,0.003548971,0.002540533,0.001948796,0.008474002],"category_scores_gemma":[0.003534538,0.0004110513,0.001187463,0.001457413,0.001398503,0.002370925,0.002561211,0.002556558,0.003641156],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002884757,"about_ca_system_score_gemma":0.005530804,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02073184,"about_ca_topic_score_gemma":0.0117277,"domain_scores_codex":[0.9952135,0.0008892736,0.0002216556,0.0005115976,0.002904186,0.0002598845],"domain_scores_gemma":[0.9986734,0.0003750988,0.0001061673,0.0003192236,0.0004914915,0.00003461468],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0000172181,0.0000875678,0.0007136992,0.0002419884,0.00002005595,0.00006917406,0.000161971,0.06894475,0.001413576,0.8246564,0.02924425,0.0744293],"study_design_scores_gemma":[0.00001424259,0.00003818559,0.000660739,0.0003632091,0.00002275261,0.00008224814,0.0001075849,0.08460464,0.002262974,0.2118291,0.6999669,0.00004739442],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005108557,0.006604936,0.4740974,0.008271312,0.001200654,0.0005683586,0.003078043,0.001222941,0.4998479],"genre_scores_gemma":[0.3464275,0.03613475,0.3521691,0.005879403,0.001653611,0.002314831,0.007674373,0.001130918,0.2466155],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02073184,"threshold_uncertainty_score":0.04122233,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1153815963636456,"score_gpt":0.3722794643211556,"score_spread":0.25689786795751,"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."}}