{"id":"W1965091995","doi":"10.1016/j.atmosenv.2006.10.053","title":"Characterizations of chemical oxidants in Mexico City: A regional chemical dynamical model (WRF-Chem) study","year":2007,"lang":"en","type":"article","venue":"Atmospheric Environment","topic":"Atmospheric chemistry and aerosols","field":"Earth and Planetary Sciences","cited_by":242,"is_retracted":false,"has_abstract":false,"ca_institutions":"York University","funders":"National Oceanic and Atmospheric Administration; National Center for Atmospheric Research; National Science Foundation","keywords":"NOx; Ozone; Atmospheric sciences; Nitrogen oxide; Diurnal cycle; Daytime; Chemistry; Alkene; Carbon monoxide; Environmental chemistry; Chemical transport model; Weather Research and Forecasting Model; Environmental science; Photochemistry; Catalysis; Organic 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":[0.0003095979,0.0005146043,0.0004351263,0.0003581163,0.0006050988,0.0004845206,0.0007241719,0.0009870209,0.0006060439],"category_scores_gemma":[0.0004593215,0.0003851358,0.00070118,0.0004946909,0.0002328411,0.0005210079,0.0003645765,0.0004719046,0.0001097192],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001805695,"about_ca_system_score_gemma":0.0009535936,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2754817,"about_ca_topic_score_gemma":0.2053418,"domain_scores_codex":[0.9999188,0.00001265004,0.000004497392,0.00003368952,0.000009803909,0.00002058429],"domain_scores_gemma":[0.999813,0.00004269022,0.00004728455,0.0000286437,0.00004003115,0.00002829101],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0008509202,0.0007188059,0.6786584,0.00008242208,0.0006259049,0.0004278071,0.000221107,0.2945752,0.0122389,0.000844647,0.002871768,0.007884092],"study_design_scores_gemma":[0.0002568733,0.000153532,0.5446281,0.000008268664,0.0003023872,0.00004707604,0.0001929134,0.4493317,0.003465695,0.0001337934,0.001439821,0.00003979222],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982126,0.00003165626,0.0001768762,0.00007753887,0.000003678413,0.00000834077,0.001154687,0.00003062184,0.0003040654],"genre_scores_gemma":[0.9976104,0.00004248258,0.0005929706,0.00001335561,0.000004699727,0.0000137461,0.001486862,0.00000866074,0.000226702],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2754817,"threshold_uncertainty_score":0.5477564,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01459239603925567,"score_gpt":0.2118621123303258,"score_spread":0.1972697162910701,"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."}}