{"id":"W3015877521","doi":"10.1007/s00376-020-9242-3","title":"Estimate of Hydrofluorocarbon Emissions for 2012–16 in the Yangtze River Delta, China","year":2020,"lang":"en","type":"article","venue":"Advances in Atmospheric Sciences","topic":"Atmospheric Ozone and Climate","field":"Earth and Planetary Sciences","cited_by":22,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Montreal Protocol; Yangtze river; Delta; Environmental science; TRACER; China; Chlorofluorocarbon; Greenhouse gas; Atmospheric sciences; Ozone; Environmental chemistry; Meteorology; Chemistry; Ozone layer; Physics; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006170862,0.0001800844,0.0002891542,0.000004386628,0.0002318377,0.00004677758,0.000812406,0.00005334249,0.0005045411],"category_scores_gemma":[0.0001985955,0.0001131528,0.00007417611,0.001424642,0.000713645,0.0008488525,0.00002583051,0.0001361385,0.00001803637],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007043554,"about_ca_system_score_gemma":0.00009959694,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001804349,"about_ca_topic_score_gemma":0.002276167,"domain_scores_codex":[0.9982206,0.00008863259,0.0004054469,0.0004178578,0.0003990269,0.000468449],"domain_scores_gemma":[0.9991032,0.0004374337,0.0001807439,0.0001643613,0.00001875549,0.00009546968],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00009536109,0.00005644726,0.6975642,0.00007082705,0.000005614618,0.00001207313,0.003872211,0.12568,0.00003642073,0.0005414345,0.0003875927,0.1716777],"study_design_scores_gemma":[0.001180807,0.001325454,0.3859996,0.0001416359,0.00003082647,0.00001300397,0.004964481,0.5538965,0.0002048411,0.0181142,0.03350464,0.0006239272],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9597063,0.01807739,0.003026237,0.001821875,0.00030134,0.0005431145,0.00003278818,0.00003854058,0.01645241],"genre_scores_gemma":[0.9693522,0.001058446,0.02883354,0.000638268,0.00005711817,0.0000110428,0.000009413741,0.000004034419,0.00003593099],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4282165,"threshold_uncertainty_score":0.5524371,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01523904210644315,"score_gpt":0.2696927427334451,"score_spread":0.254453700627002,"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."}}