{"id":"W4313897376","doi":"10.5194/egusphere-2023-6","title":"Continuous increase in East Asia HFC-23 emissions inferred from high-frequency atmospheric observations from 2008 to 2019","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Atmospheric Ozone and Climate","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Department of Agriculture, Water and the Environment, Australian Government; Ministry of Science and ICT, South Korea; National Research Foundation; National Research Foundation of Korea; Commonwealth Scientific and Industrial Research Organisation; Department for Business, Energy and Industrial Strategy, UK Government; National Aeronautics and Space Administration","keywords":"Greenhouse gas; Environmental science; East Asia; Ozone depletion; Montreal Protocol; China; Refrigerant; Ozone; Atmospheric sciences; Atmosphere (unit); Chlorofluorocarbon; Ozone layer; Production (economics); Climatology; Meteorology; Geography; Engineering; Physics; Geology","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":[0.0004039534,0.0004085845,0.0001978315,0.0007563528,0.000208176,0.0005059393,0.0002368664,0.0002884263,0.0004754279],"category_scores_gemma":[0.0003291517,0.0001456317,0.0004716554,0.0008793352,0.0001530429,0.0005012376,0.000456352,0.0002134945,0.0001924222],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005735532,"about_ca_system_score_gemma":0.0004361957,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05065335,"about_ca_topic_score_gemma":0.04149925,"domain_scores_codex":[0.9998641,0.00001334972,0.00001770732,0.00004806173,0.0000247881,0.00003190062],"domain_scores_gemma":[0.9996589,0.00002740047,0.0001035679,0.00003331721,0.0001449749,0.00003171519],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008788456,0.00001762599,0.976832,0.0001568248,0.0002830697,0.0003798592,0.0003260683,0.001891684,0.009357248,0.000178585,0.001129693,0.009359479],"study_design_scores_gemma":[0.000002878685,0.00001258991,0.9926447,0.00002518343,0.0001057758,0.00007878659,0.000220997,0.002287658,0.002272872,0.00002865192,0.00230815,0.00001159899],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930817,0.0005763182,0.0004240416,0.00008811516,0.0000146941,0.00000522691,0.004573834,0.00003250646,0.001203668],"genre_scores_gemma":[0.9955437,0.0002965343,0.0003772104,0.00006001785,0.00001167262,0.000007665613,0.003443705,0.000008591795,0.000250966],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05065335,"threshold_uncertainty_score":0.100717,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03249871090382683,"score_gpt":0.2364619682125751,"score_spread":0.2039632573087483,"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."}}