{"id":"W4386758412","doi":"10.4271/2023-28-0038","title":"Impact Analysis of an Alternate Environment Friendly Refrigerant Deployed in the Air Conditioning System of IC Engine and Electric Vehicles","year":2023,"lang":"en","type":"article","venue":"SAE technical papers on CD-ROM/SAE technical paper series","topic":"Refrigeration and Air Conditioning Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Refrigerant; Air conditioning; Montreal Protocol; Work (physics); Refrigeration; Greenhouse gas; Battery electric vehicle; Global warming; Environmental science; Global-warming potential; Automotive engineering; Environmentally friendly; Ozone layer; Electric vehicle; Engineering; Ozone; Meteorology; Climate change; Mechanical engineering; Heat exchanger","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006777608,0.0004004027,0.0007967649,0.0009280763,0.0001516066,0.00004451676,0.0005851368,0.0003500358,0.00003983555],"category_scores_gemma":[0.0001503586,0.0002970048,0.0002867186,0.002209679,0.0003113647,0.0002932877,0.0001027707,0.0005955289,0.000008741918],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001949169,"about_ca_system_score_gemma":0.00002206028,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004848184,"about_ca_topic_score_gemma":0.003148564,"domain_scores_codex":[0.9974266,0.0001350599,0.0009107774,0.0004932054,0.0005539721,0.0004804265],"domain_scores_gemma":[0.9984728,0.0003755844,0.000174385,0.000845523,0.00003460312,0.0000971327],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00005338552,0.00009608679,0.0008259339,0.00006536072,0.000221807,0.00003621168,0.00006416998,0.01083381,0.9814045,0.004551894,0.0001286991,0.001718102],"study_design_scores_gemma":[0.0004053472,0.000762008,0.9946185,0.000118725,0.0002014572,0.00002845019,0.0002919877,0.00008809545,0.002514736,0.0004766456,0.0001979796,0.0002960673],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960909,0.0002332184,0.000007405486,0.0003055851,0.00003364505,0.0004328296,0.00008296678,0.001982176,0.0008312725],"genre_scores_gemma":[0.9984476,0.0004817293,0.0006458463,0.000048843,0.00001844014,0.0001879027,0.0001077381,0.00005296865,0.0000089409],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9937926,"threshold_uncertainty_score":0.9999482,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007670504482435369,"score_gpt":0.2333888673690473,"score_spread":0.225718362886612,"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."}}