{"id":"W1999203231","doi":"10.1080/07055900.2013.781940","title":"A Retrospective Analysis of Ozone Formation in the Lower Fraser Valley, British Columbia, Canada. Part I: Dynamical Model Evaluation","year":2013,"lang":"en","type":"article","venue":"ATMOSPHERE-OCEAN","topic":"Atmospheric chemistry and aerosols","field":"Earth and Planetary Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Northern British Columbia; University of British Columbia","funders":"","keywords":"CMAQ; Ozone; Weather Research and Forecasting Model; Tropospheric ozone; Environmental science; Atmospheric sciences; Climatology; Air quality index; Chemical transport model; Meteorology; NOx; Geography; Chemistry; Combustion; Physics; Geology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000420684,0.0001142619,0.0002852576,0.000001388419,0.0001297896,0.000155537,0.0002720041,0.00009052514,0.008727872],"category_scores_gemma":[0.00008922662,0.0001215766,0.00009960479,0.0008086746,0.00007233622,0.0003611805,0.00001209998,0.0001719763,0.000009261787],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006273921,"about_ca_system_score_gemma":0.0001905278,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8863474,"about_ca_topic_score_gemma":0.9876823,"domain_scores_codex":[0.9982173,0.0001055544,0.0004086779,0.0002723538,0.0007147539,0.0002813668],"domain_scores_gemma":[0.9991989,0.00008445121,0.0001766218,0.0002842305,0.0001751031,0.0000807541],"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":[0.000008633481,0.00006778161,0.8144072,0.00001099607,0.0001226717,0.000008200444,0.0002158382,0.1672236,0.000006700581,0.00000293959,0.0144574,0.003467994],"study_design_scores_gemma":[0.000194056,0.00002544666,0.4598382,0.00001121243,0.0001195364,0.000002142844,0.0004798269,0.5388547,0.000003464394,0.0003127455,0.00005974936,0.00009893149],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940234,0.00009454511,0.0002601233,0.0001310462,0.00006456932,0.000369106,0.0001097728,0.00001274268,0.004934699],"genre_scores_gemma":[0.9983031,0.00001855695,0.0004015669,0.0002615801,0.00003484488,0.000004776719,0.0003811997,0.000004047899,0.0005903232],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3716311,"threshold_uncertainty_score":0.9921783,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0088899981779667,"score_gpt":0.1978870975464298,"score_spread":0.1889970993684631,"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."}}