{"id":"W3138794223","doi":"10.1029/2020jd033208","title":"Fifteen Years of HFC‐134a Satellite Observations: Comparisons With SLIMCAT Calculations","year":2021,"lang":"en","type":"article","venue":"Journal of Geophysical Research Atmospheres","topic":"Atmospheric Ozone and Climate","field":"Earth and Planetary Sciences","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"National Centre for Earth Observation; Natural Environment Research Council; Sight Research UK; Royal Society; Canadian Space Agency; UK Research and Innovation","keywords":"Montreal Protocol; Environmental science; Troposphere; Satellite; Atmosphere (unit); Atmospheric sciences; Meteorology; Ozone layer; Ozone depletion; Greenhouse gas; Chlorofluorocarbon; Ozone; Tropospheric ozone; Climatology; Geography; Physics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001026039,0.0007769072,0.0006046538,0.00103663,0.0005544199,0.0008916376,0.00109563,0.001241052,0.001378603],"category_scores_gemma":[0.001724788,0.0004744174,0.001697343,0.001685698,0.0004242607,0.001304901,0.0004529242,0.0006171024,0.0004565019],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001721709,"about_ca_system_score_gemma":0.0009805397,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1326907,"about_ca_topic_score_gemma":0.07185552,"domain_scores_codex":[0.9996663,0.00006528194,0.0000242923,0.0001231785,0.00007419846,0.00004661252],"domain_scores_gemma":[0.9992151,0.0002122228,0.00009867772,0.0001532348,0.0002590133,0.00006180444],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.0006055626,0.0003917218,0.1293524,0.0001638907,0.0006448725,0.000297909,0.0001284354,0.8484694,0.00428451,0.0008479674,0.003899123,0.01091412],"study_design_scores_gemma":[0.0001875866,0.0000898467,0.08851679,0.0000218687,0.0001057946,0.0000351184,0.0001086316,0.9061913,0.002570139,0.0003978691,0.001702414,0.00007260744],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9862615,0.000106818,0.001387537,0.0001371903,0.00004281071,0.00003021866,0.009387572,0.0005447902,0.002101546],"genre_scores_gemma":[0.988449,0.00004717162,0.001428586,0.00003304186,0.00001329193,0.00002979151,0.009762751,0.00007503603,0.0001612864],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1326907,"threshold_uncertainty_score":0.2638367,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07091733294773632,"score_gpt":0.315940790781905,"score_spread":0.2450234578341687,"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."}}