{"id":"W4212879846","doi":"10.1016/j.fmre.2022.02.001","title":"The status of carbon neutrality of the world's top 5 CO2 emitters as seen by carbon satellites","year":2022,"lang":"en","type":"article","venue":"Fundamental Research","topic":"Atmospheric and Environmental Gas Dynamics","field":"Environmental Science","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"National Key Research and Development Program of China; Center for High Performance Computing; National Natural Science Foundation of China; National University's Basic Research Foundation of China; Fundamental Research Funds for the Central Universities; Nanjing University; Ministry of Science and Technology of the People's Republic of China; National Aeronautics and Space Administration","keywords":"Carbon neutrality; China; Environmental science; Carbon fibers; Greenhouse gas; European union; Atmospheric sciences; Geography; International trade; Mathematics; Geology; Business; Oceanography","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":[0.001155301,0.0003873814,0.000249693,0.0005542252,0.0003733725,0.0009980201,0.0003617235,0.00034858,0.0003690501],"category_scores_gemma":[0.001342219,0.0001834467,0.0003243122,0.000602545,0.0003991499,0.001269571,0.0005217434,0.0004135429,0.00008041025],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005440577,"about_ca_system_score_gemma":0.000640122,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02462568,"about_ca_topic_score_gemma":0.02481062,"domain_scores_codex":[0.9996707,0.00006852065,0.00002614355,0.00008600769,0.0000881868,0.00006049198],"domain_scores_gemma":[0.9996449,0.00006237447,0.00007373589,0.00004202907,0.0001448926,0.00003204223],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003114558,0.00005290321,0.8368499,0.0002062009,0.0003791546,0.0001604804,0.0004519577,0.06542267,0.02350677,0.002777444,0.001193088,0.068688],"study_design_scores_gemma":[0.00005156832,0.0001160536,0.6640913,0.00009954757,0.000291031,0.0001489352,0.0008313582,0.2939737,0.02751803,0.002907102,0.009835188,0.0001363143],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9912642,0.0007083286,0.004250638,0.0002380982,0.00002917918,0.000008243325,0.0008018438,0.0001901845,0.002509252],"genre_scores_gemma":[0.9971499,0.0001555843,0.002089556,0.00002329592,0.00000655378,0.000003534582,0.0004647603,0.00001515086,0.00009182144],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02462568,"threshold_uncertainty_score":0.04896468,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01871672021848191,"score_gpt":0.2909481089077,"score_spread":0.272231388689218,"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."}}