{"id":"W4399588642","doi":"10.1029/2024gl109541","title":"CFC‐12 Emissions in China Inferred From Observation and Inverse Modeling","year":2024,"lang":"en","type":"article","venue":"Geophysical Research Letters","topic":"Atmospheric Ozone and Climate","field":"Earth and Planetary Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Nuclear Safety and Security Commission; National Natural Science Foundation of China; National Key Research and Development Program of China; Massachusetts Institute of Technology; National Aeronautics and Space Administration","keywords":"Greenhouse gas; China; Environmental science; Inversion (geology); Montreal Protocol; Atmospheric sciences; Climatology; Ozone; Emission inventory; Atmospheric research; Meteorology; Ozone layer; Geography; Air quality index; Geology; Oceanography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005968064,0.0006501507,0.0003381165,0.0009629719,0.0003816741,0.0004738907,0.0004090577,0.0003669546,0.000336841],"category_scores_gemma":[0.0003734713,0.0002596232,0.0007472176,0.001323677,0.0002986063,0.0004544461,0.0003901636,0.0002002293,0.00006871135],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00138279,"about_ca_system_score_gemma":0.001647186,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2175417,"about_ca_topic_score_gemma":0.1552483,"domain_scores_codex":[0.9998223,0.00002326788,0.000008406922,0.0000618706,0.00003751872,0.00004654484],"domain_scores_gemma":[0.9998595,0.00002834259,0.00002551347,0.00002240963,0.00005047295,0.00001385394],"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":[0.0001910674,0.0001629067,0.6514198,0.0001341891,0.000348117,0.0003696053,0.0002961722,0.2865201,0.02572401,0.0009645597,0.001175238,0.03269427],"study_design_scores_gemma":[0.00004294994,0.00003247942,0.5395553,0.00001525425,0.0001288729,0.00003353492,0.0001243644,0.4539374,0.004591529,0.0003410389,0.001143621,0.00005363298],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973674,0.00006533301,0.001508097,0.00003415325,0.000003041884,0.000006126739,0.0004611467,0.00005251437,0.0005020597],"genre_scores_gemma":[0.9982999,0.00005907047,0.0009034752,0.000007228473,0.000002531337,0.000005883694,0.0005770438,0.000005332158,0.0001395952],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2175417,"threshold_uncertainty_score":0.432551,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06408398431920247,"score_gpt":0.3033411328412252,"score_spread":0.2392571485220227,"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."}}