{"id":"W2090847855","doi":"10.1016/j.expthermflusci.2005.03.019","title":"Vapor quality and performance of an automotive air conditioning system","year":2005,"lang":"en","type":"article","venue":"Experimental Thermal and Fluid Science","topic":"Refrigeration and Air Conditioning Technologies","field":"Engineering","cited_by":34,"is_retracted":false,"has_abstract":false,"ca_institutions":"Carleton University","funders":"","keywords":"Refrigerant; Thermal expansion valve; Gas compressor; Vapor quality; Evaporator; Condenser (optics); Air conditioning; Materials science; Mass flow rate; Volumetric flow rate; Vapor-compression refrigeration; Coefficient of performance; Environmental science; Mass flow; Flash evaporation; Thermodynamics; Mechanics; Physics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000157562,0.00006911407,0.00008348423,0.00005364072,0.0001960793,0.00003229706,0.000088605,0.00002379109,0.00001459508],"category_scores_gemma":[0.000004974593,0.00005985168,0.00000870483,0.00009531906,0.0004088357,0.000593679,0.00003448308,0.00004004656,0.000002935803],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003652541,"about_ca_system_score_gemma":0.000008782969,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003809646,"about_ca_topic_score_gemma":2.555147e-7,"domain_scores_codex":[0.9995072,0.000009142522,0.0001302214,0.0001265009,0.0001161072,0.0001107893],"domain_scores_gemma":[0.9998156,0.000007521764,0.00002297461,0.00008621346,0.00002357644,0.00004404403],"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":[0.000005293855,0.00001560313,0.000310185,0.0000181952,0.000002966031,4.854206e-7,0.0009090129,0.001430419,0.9877151,0.006729882,0.000004644199,0.002858231],"study_design_scores_gemma":[0.0001345419,0.00009774161,0.02956806,0.00002263573,8.741201e-7,0.00001111181,0.001294664,0.09061607,0.8781456,0.000005006261,0.00002037053,0.00008335511],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965534,0.0002938133,0.0000688768,0.00002911794,0.00005508437,0.00005767474,0.000004591886,0.0002370099,0.002700484],"genre_scores_gemma":[0.9986057,0.000008144521,0.001311103,0.0000251103,0.00001908221,0.000008949512,0.000001719856,0.000003936808,0.00001621524],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1095695,"threshold_uncertainty_score":0.2440681,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.015838802644063,"score_gpt":0.2674842560183358,"score_spread":0.2516454533742728,"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."}}