{"id":"W2149936620","doi":"10.5194/acp-12-10033-2012","title":"Global and regional emission estimates for HCFC-22","year":2012,"lang":"en","type":"article","venue":"Atmospheric chemistry and physics","topic":"Atmospheric Ozone and Climate","field":"Earth and Planetary Sciences","cited_by":63,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Climate Program Office; China Meteorological Administration; National Research Foundation; National Oceanic and Atmospheric Administration; Sight Research UK; Natural Environment Research Council; National Research Foundation of Korea; Australian Government; Commonwealth Scientific and Industrial Research Organisation; Department for Environment, Food and Rural Affairs, UK Government; National Aeronautics and Space Administration","keywords":"Montreal Protocol; Northern Hemisphere; Environmental science; Southern Hemisphere; Refrigerant; Greenhouse gas; Freon; Atmospheric sciences; Climatology; Troposphere; Ozone depletion; Ozone; Meteorology; Ozone layer; Oceanography; Chemistry; Geography; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007104773,0.0001530871,0.0001513513,2.601712e-8,0.0001895429,0.00003573471,0.0000643259,0.00007166772,0.0008106917],"category_scores_gemma":[0.00001149275,0.0001290048,0.00003846025,0.00009176657,0.00009809859,0.0001981013,0.00001181029,0.00004997065,0.000009427752],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004163665,"about_ca_system_score_gemma":0.00001922721,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001380928,"about_ca_topic_score_gemma":0.000002349139,"domain_scores_codex":[0.9992896,0.000005980709,0.0001124064,0.0001912766,0.00009823139,0.0003025472],"domain_scores_gemma":[0.9995357,0.00008872874,0.00005107572,0.0001021452,0.00001834122,0.0002039726],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005775064,0.00003456492,0.6463945,0.0001391611,0.00003189674,9.069856e-7,0.0001305707,0.00009848257,0.0001919177,0.00008054522,0.002076791,0.3507629],"study_design_scores_gemma":[0.002151341,0.0002020106,0.7111589,0.0001124649,0.000309884,0.0002250703,0.001104495,0.171941,0.002406207,0.02096922,0.08801071,0.001408751],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9861546,0.004267028,0.002154895,0.00008492239,0.00006372579,0.00009003398,0.00004515337,0.00004323178,0.007096408],"genre_scores_gemma":[0.9554277,0.0002582885,0.04228029,0.0002255017,0.0005275007,0.00000396324,0.0001477246,0.00000604742,0.001122972],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3493542,"threshold_uncertainty_score":0.8876505,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01169559835575723,"score_gpt":0.2300852892084428,"score_spread":0.2183896908526856,"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."}}