{"id":"W2800577985","doi":"10.1021/acs.est.7b05987","title":"Chilling Prospect: Climate Change Effects of Mismanaged Refrigerants in China","year":2018,"lang":"en","type":"article","venue":"Environmental Science & Technology","topic":"Green IT and Sustainability","field":"Engineering","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"China Geological Survey; Ministry of Environmental Protection; Danish Agency for Science and Higher Education; Danmarks Frie Forskningsfond; Forsknings- og Innovationsstyrelsen; National Natural Science Foundation of China","keywords":"Refrigerant; Environmental science; Global warming; Global-warming potential; Greenhouse gas; Air conditioning; China; Montreal Protocol; Natural resource economics; Ozone depletion; Waste management; Climate change; Scrap; Ozone layer; Environmental protection; Conditioners; Environmental engineering; Engineering; Meteorology; Ozone; Economics; Geography; Heat exchanger; Ecology","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":[0.0003780067,0.0004087566,0.0002500902,0.0006139313,0.0005469306,0.0007565839,0.000409288,0.0006068187,0.001894252],"category_scores_gemma":[0.0006118591,0.0001443709,0.0006466798,0.000855601,0.0003530754,0.0008011998,0.0006468888,0.0005103627,0.000172355],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001735756,"about_ca_system_score_gemma":0.001532551,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1655798,"about_ca_topic_score_gemma":0.1667444,"domain_scores_codex":[0.9998665,0.00002408451,0.000006172767,0.00003044166,0.00002633868,0.00004642105],"domain_scores_gemma":[0.9995906,0.0000678442,0.00007610113,0.00003102918,0.0001544786,0.00007994199],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002087603,0.0002191467,0.9023628,0.0001849999,0.0001946025,0.001857819,0.001211165,0.06337982,0.004902868,0.002994051,0.008632008,0.0138521],"study_design_scores_gemma":[0.00002798298,0.0001288352,0.8436352,0.00004417051,0.0001151873,0.0001343443,0.003051659,0.1437685,0.002199618,0.001536605,0.005274975,0.00008296216],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949473,0.0001448706,0.0004559566,0.0007958442,0.00001843385,0.0000160658,0.001218464,0.00003967467,0.002363467],"genre_scores_gemma":[0.9985182,0.0001234061,0.0001332777,0.00008746209,0.000008106934,0.000009360151,0.0006045956,0.000004273611,0.0005113863],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1655798,"threshold_uncertainty_score":0.329232,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002665745664472659,"score_gpt":0.1873720215688658,"score_spread":0.1847062759043931,"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."}}