{"id":"W4205534957","doi":"10.5194/acp-2021-1070","title":"Projections of hydrofluorocarbon (HFC) emissions and the resulting global warming based on recent trends in observed abundances and current policies","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Atmospheric Ozone and Climate","field":"Earth and Planetary Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Climate Program Office; National Oceanic and Atmospheric Administration; Commonwealth Scientific and Industrial Research Organisation; University of Bristol; National Aeronautics and Space Administration","keywords":"Montreal Protocol; Global warming; Greenhouse gas; Environmental science; Limiting; Global-warming potential; Global temperature; Consumption (sociology); Kyoto Protocol; Natural resource economics; Climatology; Climate change; Meteorology; Ozone layer; Ozone; Economics; Engineering; Geography","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":[0.0004160852,0.0006118845,0.0001051093,0.0007529394,0.000209481,0.0006025255,0.0003193862,0.0005190399,0.00287295],"category_scores_gemma":[0.0006715693,0.0001825373,0.0007658346,0.001076195,0.0001966715,0.0009016349,0.000444399,0.0004973469,0.0005541198],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001483439,"about_ca_system_score_gemma":0.0009472882,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04004065,"about_ca_topic_score_gemma":0.03667219,"domain_scores_codex":[0.9998779,0.0000245079,0.000007199991,0.0000307793,0.00003276492,0.00002687877],"domain_scores_gemma":[0.9997733,0.00003198381,0.00004952819,0.00001132835,0.0001086892,0.00002515298],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0008447861,0.0001078956,0.2946759,0.001066449,0.0006931683,0.001263623,0.0004351656,0.553921,0.02230721,0.02483979,0.02600529,0.07383966],"study_design_scores_gemma":[0.00008185676,0.0003273674,0.3863173,0.0004352837,0.0003685049,0.0005018663,0.001376329,0.4600283,0.01759425,0.01482914,0.1178949,0.0002448541],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8856133,0.002840097,0.02661577,0.002424502,0.0002469813,0.00006530513,0.05010654,0.000667216,0.03142036],"genre_scores_gemma":[0.9809191,0.001745957,0.005095814,0.0001035892,0.00002228989,0.0000547462,0.01026607,0.00004281559,0.001749624],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04004065,"threshold_uncertainty_score":0.07961518,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05193476744121488,"score_gpt":0.2963493842500054,"score_spread":0.2444146168087905,"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."}}