{"id":"W4388052900","doi":"10.1615/heattransres.2023051007","title":"EXPERIMENTAL STUDY ON AN AUTOMOBILE AIR CONDITIONING SYSTEM WITH INTERNAL HEAT EXCHANGER USING THE REFRIGERANTS HFC134a AND HFO1234yf","year":2023,"lang":"en","type":"article","venue":"Heat Transfer Research","topic":"Refrigeration and Air Conditioning Technologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Refrigerant; Montreal Protocol; Air conditioning; Refrigeration; Environmental science; Heat exchanger; Global-warming potential; Global warming; Greenhouse gas; Ozone layer; Internal heating; Waste management; Meteorology; Engineering; Climate change; Ozone; Mechanical 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006671327,0.0001818439,0.0001838616,0.0003871294,0.0006932474,0.0002106803,0.0002157365,0.00007793284,0.00004593864],"category_scores_gemma":[0.000006127662,0.000124971,0.00002867976,0.0005487283,0.0001816511,0.0002423059,0.00003517861,0.0004935654,0.00003980709],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001649754,"about_ca_system_score_gemma":0.00002363053,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001314989,"about_ca_topic_score_gemma":0.00004483998,"domain_scores_codex":[0.998248,0.0002202013,0.0001967176,0.0003251291,0.0005648295,0.0004451593],"domain_scores_gemma":[0.9993908,0.0001070024,0.000001972023,0.0003465198,0.00006600532,0.00008767542],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0006096673,0.001114336,0.005903772,0.0005966283,0.0006067547,0.001248643,0.051342,0.1040021,0.8248804,0.006141271,0.002133434,0.001421008],"study_design_scores_gemma":[0.003926312,0.00500353,0.01780831,0.001134418,0.00003278343,0.0002588519,0.1371749,0.3016186,0.5315813,0.00005622433,0.0005444695,0.0008602758],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954202,0.00009922842,0.001584548,0.0001456721,0.0001135988,0.0008189307,0.0000196414,0.001233609,0.0005645764],"genre_scores_gemma":[0.9993939,0.00001134366,0.00003332535,0.00001682828,0.00007026161,0.0003436148,0.00001854232,0.00005235144,0.00005986878],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.293299,"threshold_uncertainty_score":0.5331969,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09151144175264884,"score_gpt":0.3647392300503847,"score_spread":0.2732277882977359,"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."}}