{"id":"W2979927955","doi":"10.2118/198118-ms","title":"Green Transition by Green Refrigerants for HVAC System","year":2019,"lang":"en","type":"article","venue":"","topic":"Refrigeration and Air Conditioning Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Refrigerant; HVAC; Air conditioning; Montreal Protocol; Environmental science; Global warming; Ozone layer; Ozone depletion; Greenhouse gas; Climate change; Natural resource economics; Global-warming potential; Meteorology; Environmental engineering; Environmental protection; Waste management; Ozone; Engineering; Heat exchanger; Geography; Economics; 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":[0.0004588622,0.0003593695,0.0002008902,0.0005080231,0.000756965,0.001228974,0.0006185734,0.000627177,0.0151492],"category_scores_gemma":[0.0004526842,0.0001204639,0.000544714,0.0004779717,0.0004296389,0.001094535,0.001010469,0.0007872499,0.002595853],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001338698,"about_ca_system_score_gemma":0.001168405,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00432284,"about_ca_topic_score_gemma":0.00457205,"domain_scores_codex":[0.999262,0.0001109511,0.00002377558,0.00008256094,0.0004059206,0.0001146783],"domain_scores_gemma":[0.9995357,0.0000379749,0.00003857803,0.00005484084,0.0002902553,0.00004265835],"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":[0.0006484858,0.0002302958,0.005774186,0.002232333,0.0000811943,0.0007348181,0.0006013016,0.0176421,0.2219517,0.09900761,0.127149,0.523947],"study_design_scores_gemma":[0.00005374612,0.0005052509,0.008743272,0.0004287028,0.00006440278,0.000500007,0.0004821816,0.01812872,0.1535979,0.01376273,0.8036488,0.00008423973],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.267335,0.02852887,0.171573,0.01183358,0.005034504,0.0009457939,0.004249784,0.005933595,0.5045659],"genre_scores_gemma":[0.8947746,0.004512198,0.02209986,0.001329134,0.0003703856,0.0001789481,0.001233233,0.0003086283,0.07519307],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0151492,"threshold_uncertainty_score":0.05067915,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006134718335241568,"score_gpt":0.1913299203646881,"score_spread":0.1851952020294465,"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."}}