{"id":"W2082641979","doi":"10.5194/acp-12-5367-2012","title":"Projections of mid-century summer air-quality for North America: effects of changes in climate and precursor emissions","year":2012,"lang":"en","type":"article","venue":"Atmospheric chemistry and physics","topic":"Atmospheric chemistry and aerosols","field":"Earth and Planetary Sciences","cited_by":68,"is_retracted":false,"has_abstract":true,"ca_institutions":"Golder Associates (Canada); Environment and Climate Change Canada","funders":"Clean Air Regulatory Agenda","keywords":"Environmental science; Climate change; Air quality index; Climate model; Climatology; Current (fluid); Precipitation; Representative Concentration Pathways; Ozone; Atmospheric sciences; General Circulation Model; Meteorology; Geography; Oceanography","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0008641219,0.0006596008,0.0003032884,0.0003105631,0.0003871449,0.000528696,0.0005572041,0.0008081953,0.001386887],"category_scores_gemma":[0.0008154969,0.0004226076,0.0009295307,0.0003749498,0.0001771296,0.000638932,0.0003181745,0.0006101723,0.0001857145],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002023022,"about_ca_system_score_gemma":0.001461947,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1170465,"about_ca_topic_score_gemma":0.1287231,"domain_scores_codex":[0.9998286,0.00007700578,0.000007767391,0.00003338508,0.00002674068,0.00002658071],"domain_scores_gemma":[0.9996285,0.00008632189,0.00005635144,0.00002051968,0.000131612,0.00007664358],"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":[0.0003022951,0.0001515115,0.06166799,0.000086464,0.000194421,0.0001366171,0.00007689196,0.9276545,0.001983186,0.001550505,0.002909007,0.003286727],"study_design_scores_gemma":[0.0001747746,0.0003128635,0.08389418,0.00003624598,0.0001628244,0.00005683682,0.0002329205,0.9066247,0.001670564,0.001588226,0.005185917,0.00005990628],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9847288,0.0002851782,0.004639046,0.0006818664,0.00008417409,0.00004019585,0.006657595,0.0001754265,0.002707691],"genre_scores_gemma":[0.9903672,0.0002028747,0.003684984,0.00009122896,0.00001435518,0.00008351871,0.004197879,0.00001979121,0.001338212],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8829535,"threshold_uncertainty_score":0.2327305,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01405600252942767,"score_gpt":0.2465595443395877,"score_spread":0.23250354181016,"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."}}