{"id":"W3092906391","doi":"","title":"Critical evaluation of R134a, R1234yf and R744 in passenger car cooling systems","year":2020,"lang":"en","type":"article","venue":"Biuletyn Instytutu Techniki Cieplnej","topic":"Refrigeration and Air Conditioning Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Refrigerant; Heat pump; Automotive industry; Engineering; Automotive engineering; Air conditioning; Refrigeration; Process (computing); Montreal Protocol; Heat pump and refrigeration cycle; Environmental science; Process engineering; Mechanical engineering; Ozone layer; Heat exchanger; Ozone; Computer science; Meteorology; Aerospace 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":[0.0004506496,0.0001720565,0.0002777513,0.0002110081,0.00005719816,0.00006608642,0.0001612813,0.0002090486,0.00002599813],"category_scores_gemma":[0.000632167,0.0001763334,0.00004153778,0.0004710416,0.0001215077,0.0002333782,0.00005352764,0.0002676392,0.00001218216],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008472722,"about_ca_system_score_gemma":0.00003911202,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001378946,"about_ca_topic_score_gemma":0.000004973284,"domain_scores_codex":[0.9986765,0.0000519589,0.0004283551,0.0002473749,0.0003771803,0.0002185864],"domain_scores_gemma":[0.9994191,0.000085971,0.00004523629,0.0002243086,0.0001581787,0.0000672108],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000008695985,0.00003488511,0.001771067,0.0003739742,0.00002779736,0.00001387151,0.0003206851,0.00020751,0.05718305,0.9319388,0.001971508,0.006148179],"study_design_scores_gemma":[0.002737812,0.0003152537,0.0174153,0.0008340367,0.0002043105,0.0000711969,0.002678901,0.6109877,0.005261426,0.002108185,0.3559511,0.001434785],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5565611,0.01118338,0.03567334,0.003828324,0.001625328,0.00373543,0.0001469994,0.007368874,0.3798773],"genre_scores_gemma":[0.9983072,0.0001290858,0.001203492,0.00006732425,0.00006303636,0.000185917,0.00001142121,0.00002795593,0.0000045299],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9298306,"threshold_uncertainty_score":0.7190666,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0378709565336638,"score_gpt":0.2688145193626867,"score_spread":0.230943562829023,"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."}}