{"id":"W3173810740","doi":"10.1016/j.chemosphere.2021.131208","title":"A review of bottom-up and top-down emission estimates of hydrofluorocarbons (HFCs) in different parts of the world","year":2021,"lang":"en","type":"review","venue":"Chemosphere","topic":"Atmospheric Ozone and Climate","field":"Earth and Planetary Sciences","cited_by":83,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Montreal Protocol; Greenhouse gas; Environmental science; Global warming; Refrigerant; Ozone layer; Emission inventory; Climate change; Climatology; United Nations Framework Convention on Climate Change; Environmental protection; Meteorology; Ozone; Kyoto Protocol; Geography; Air quality index; Oceanography; Engineering","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":[0.001652925,0.001718875,0.001475835,0.00665622,0.0003410085,0.001414122,0.001300206,0.0009871281,0.004938709],"category_scores_gemma":[0.002858966,0.0006358363,0.00220006,0.007331949,0.0004236093,0.00252909,0.0007278391,0.0009377952,0.00148645],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009404801,"about_ca_system_score_gemma":0.00257577,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005542716,"about_ca_topic_score_gemma":0.004874548,"domain_scores_codex":[0.9987736,0.0002147686,0.0002611129,0.000249322,0.0004355097,0.00006567323],"domain_scores_gemma":[0.9980148,0.0009919163,0.0003277436,0.00006471774,0.0005613257,0.00003944592],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001983099,0.00008657787,0.002372078,0.14319,0.0008205022,0.0004315218,0.0002955942,0.003199925,0.004102048,0.007390346,0.05578875,0.7821243],"study_design_scores_gemma":[0.00001069456,0.0001375705,0.005185149,0.02670252,0.001063093,0.0006366001,0.0001761469,0.0004286017,0.002761778,0.001877442,0.9609448,0.00007548585],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0008890907,0.9914151,0.001798347,0.0005292512,0.0004304835,0.00003508462,0.001512282,0.00005282385,0.003337478],"genre_scores_gemma":[0.002885729,0.9939055,0.001265275,0.0003095677,0.0001983545,0.00003371382,0.0008005172,0.00002052476,0.0005807284],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00665622,"threshold_uncertainty_score":0.01652169,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02190899951484391,"score_gpt":0.2749834622092158,"score_spread":0.2530744626943719,"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."}}