{"id":"W2025807807","doi":"10.1016/j.atmosenv.2005.10.068","title":"Evaluation of CMAQ O3 and PM2.5 performance using Pacific 2001 measurement data","year":2006,"lang":"en","type":"article","venue":"Atmospheric Environment","topic":"Atmospheric chemistry and aerosols","field":"Earth and Planetary Sciences","cited_by":42,"is_retracted":false,"has_abstract":false,"ca_institutions":"National Research Council Canada","funders":"Natural Resources Canada; National Research Council Canada; National Center for Atmospheric Research; U.S. Environmental Protection Agency","keywords":"CMAQ; Environmental science; Nitrate; Ammonium; Atmospheric sciences; Air quality index; Ammonium nitrate; Ammonia; Meteorology; Climatology; Chemistry; Geology; Geography","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":[0.004240033,0.0008294643,0.0004394444,0.0006590849,0.0007252417,0.001061434,0.0007927748,0.001024246,0.001105456],"category_scores_gemma":[0.007999043,0.0004138742,0.0005589736,0.0009442411,0.0003537469,0.001296839,0.0005941849,0.000441343,0.0004627209],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001158986,"about_ca_system_score_gemma":0.001097493,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1076448,"about_ca_topic_score_gemma":0.05917466,"domain_scores_codex":[0.9990175,0.0003106516,0.00006144702,0.00025546,0.000248305,0.0001065879],"domain_scores_gemma":[0.9963543,0.001877005,0.0002142418,0.0002911672,0.00106567,0.0001975888],"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":[0.006958404,0.0009158638,0.3938692,0.0004097699,0.0007284327,0.000385751,0.0004211461,0.4100521,0.03459697,0.0009856464,0.005307376,0.1453694],"study_design_scores_gemma":[0.0003730063,0.0007314829,0.2177363,0.00002455114,0.0002702933,0.00009216829,0.0002598231,0.7476634,0.03038783,0.0003410736,0.002039229,0.00008090476],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920472,0.0001389962,0.003360295,0.0001575368,0.00001669895,0.00004107811,0.001223656,0.0005612744,0.002453311],"genre_scores_gemma":[0.9884472,0.00007995837,0.007643028,0.00003950032,0.00000959586,0.00001815678,0.002732186,0.00005026107,0.0009801],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1076448,"threshold_uncertainty_score":0.2140364,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07081088037774079,"score_gpt":0.2234101049149587,"score_spread":0.1525992245372179,"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."}}