{"id":"W2536017989","doi":"10.5194/acp-17-4565-2017","title":"A 15-year record of CO emissions constrained by MOPITT CO observations","year":2017,"lang":"en","type":"article","venue":"Atmospheric chemistry and physics","topic":"Atmospheric and Environmental Gas Dynamics","field":"Environmental Science","cited_by":183,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; National Aeronautics and Space Administration; Canadian Space Agency; National Center for Atmospheric Research; National Science Foundation","keywords":"Troposphere; Environmental science; Northern Hemisphere; Atmospheric sciences; Boreal; Greenhouse gas; Biomass burning; Southern Hemisphere; Climatology; Sink (geography); Climate change; Emission inventory; Meteorology; Aerosol; Geography; Air quality index; Geology; 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":[0.0002374874,0.0002964083,0.0002326502,0.0009682365,0.0003449689,0.0005207337,0.0003176947,0.0004404805,0.0004016924],"category_scores_gemma":[0.000945174,0.0001631929,0.0002566962,0.001482193,0.0002043163,0.0005529409,0.0005217599,0.0003762268,0.0001846428],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005904898,"about_ca_system_score_gemma":0.0004567505,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04472829,"about_ca_topic_score_gemma":0.05875444,"domain_scores_codex":[0.9998339,0.00001274443,0.0000173675,0.0000686888,0.00004235185,0.00002493613],"domain_scores_gemma":[0.9993557,0.00005452639,0.000227987,0.00007794502,0.0002094003,0.00007434544],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000230041,0.0001220114,0.9510239,0.0001310405,0.0004365074,0.0005967228,0.0001769257,0.01535489,0.01378735,0.0003383882,0.004049774,0.0137525],"study_design_scores_gemma":[0.00001011559,0.0000216005,0.9820601,0.00001628396,0.00005089479,0.0001089782,0.00005023444,0.01229478,0.001924122,0.00006087435,0.003388623,0.00001341785],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9861121,0.0002534585,0.0007771053,0.000113629,0.00002044761,0.00001673118,0.0114182,0.0001119939,0.001176312],"genre_scores_gemma":[0.9848327,0.0000974412,0.001061196,0.00002948885,0.00001886906,0.00001562001,0.0136962,0.00001227096,0.0002361432],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04472829,"threshold_uncertainty_score":0.08893585,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01016347438123895,"score_gpt":0.2228077214354174,"score_spread":0.2126442470541784,"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."}}