{"id":"W2175074508","doi":"","title":"Aura OMI Observations of Global SO2 and NO2 Pollution from 2005 to 2013","year":2014,"lang":"en","type":"article","venue":"","topic":"Air Quality Monitoring and Forecasting","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Environment and Climate Change Canada","funders":"","keywords":"Ozone Monitoring Instrument; Environmental science; Pollution; Air pollution; Air quality index; Pollutant; Ozone; Trace gas; Particulates; Meteorology; Sulfur dioxide; Atmospheric sciences; Environmental protection; Geography; 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":[0.0001918212,0.0004676594,0.000257637,0.000883769,0.0003384533,0.0004639564,0.0002576126,0.0002966127,0.001215615],"category_scores_gemma":[0.0003560467,0.0001229694,0.0003099827,0.001655141,0.000120084,0.0003570431,0.000464404,0.0003144344,0.0004750216],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005865968,"about_ca_system_score_gemma":0.000727619,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05339464,"about_ca_topic_score_gemma":0.08938974,"domain_scores_codex":[0.9998254,0.00001166642,0.0000133228,0.0000433455,0.00007214394,0.00003411214],"domain_scores_gemma":[0.9996582,0.00001136942,0.0000787101,0.00003417898,0.0001800085,0.0000375296],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008235815,0.0001570243,0.737675,0.00077627,0.0006043813,0.0005141064,0.0005645818,0.01094334,0.01541622,0.001683171,0.157006,0.07383627],"study_design_scores_gemma":[0.00004430903,0.00005025345,0.9022025,0.00005066489,0.0001103712,0.00009418695,0.0002757453,0.004275678,0.004403106,0.0003546866,0.08810372,0.00003473646],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.705407,0.001828579,0.001555725,0.0007823411,0.000288644,0.0000868687,0.2589508,0.001351249,0.02974874],"genre_scores_gemma":[0.813316,0.001022964,0.005425116,0.000383388,0.000209816,0.00007746694,0.1745,0.0001031429,0.004962184],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05339464,"threshold_uncertainty_score":0.1061677,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02859814754343895,"score_gpt":0.2486820242575157,"score_spread":0.2200838767140767,"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."}}