{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004650971,0.001217025,0.0002974943,0.001934655,0.000188143,0.0005453413,0.0003506637,0.0003576047,0.001445785],"category_scores_gemma":[0.0003376735,0.0001398909,0.0009373021,0.003642573,0.0001405024,0.0005327851,0.0004820098,0.0002871438,0.0009209982],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001337026,"about_ca_system_score_gemma":0.0007721853,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09169082,"about_ca_topic_score_gemma":0.04636949,"domain_scores_codex":[0.9997926,0.00002123332,0.000009341456,0.00007390125,0.00007034808,0.0000325908],"domain_scores_gemma":[0.9995492,0.0000271136,0.00005013893,0.00002593843,0.000330663,0.00001683364],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009612888,0.0001488402,0.3985353,0.003685318,0.004739318,0.001046117,0.001007595,0.1176372,0.07381132,0.01026253,0.07937835,0.3087869],"study_design_scores_gemma":[0.00005539944,0.0001401981,0.7338226,0.0001997632,0.0009317858,0.0004309169,0.0005566054,0.01354317,0.02305708,0.001061768,0.2261088,0.00009186921],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6998811,0.04525185,0.02935855,0.001320771,0.0003100319,0.0001274066,0.1520855,0.001730944,0.06993379],"genre_scores_gemma":[0.8882398,0.01055225,0.01214142,0.0002040687,0.0001026854,0.0001662027,0.08104856,0.0002082086,0.00733663],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09169082,"threshold_uncertainty_score":0.1823142,"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."}}