{"id":"W2026802667","doi":"10.1205/026387600527202","title":"On Intrinsic Exergy Efficiency and Heat Pumps","year":2000,"lang":"en","type":"article","venue":"Process Safety and Environmental Protection","topic":"Advanced Thermodynamics and Statistical Mechanics","field":"Physics and Astronomy","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Exergy; Exergy efficiency; Scope (computer science); Second law of thermodynamics; Thermodynamics; Degree (music); Process (computing); Heat pump; Process engineering; Computer science; Heat exchanger; Engineering; 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":[0.00003664023,0.0001061843,0.00008894544,0.00001491839,0.0002136991,0.00001482892,0.00002635992,0.00002749462,0.0004350595],"category_scores_gemma":[0.000001238511,0.00009626387,0.00001365264,0.00003426458,0.00005160485,0.00007957155,0.00001351472,0.0001178661,0.00001486979],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001855156,"about_ca_system_score_gemma":0.00000222119,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002919175,"about_ca_topic_score_gemma":5.09803e-7,"domain_scores_codex":[0.999465,0.00001265745,0.000102566,0.0002145211,0.00007677073,0.0001284505],"domain_scores_gemma":[0.999853,0.00001236715,0.0000177581,0.00005859342,0.000001485461,0.00005679628],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0003146505,0.0001638667,0.000077271,0.00002368443,0.00001188045,7.49836e-7,0.0001385168,0.009476635,0.0005800119,0.02322397,2.337767e-7,0.9659885],"study_design_scores_gemma":[0.001786146,0.0008952609,0.003193046,0.00007190366,0.00003311494,0.00001398576,0.0004779309,0.4106262,0.00112982,0.5800486,0.001099225,0.0006248038],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5155336,0.00007124453,0.4786034,0.00008350399,0.00003465931,0.0003561617,0.00005920894,0.00002454584,0.005233635],"genre_scores_gemma":[0.9996109,0.00008305447,0.00005171944,0.00002642965,0.0000297849,0.00003048594,0.00001773441,0.0000100757,0.0001398244],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9653637,"threshold_uncertainty_score":0.4763597,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003197325282492151,"score_gpt":0.1896032826495209,"score_spread":0.1864059573670288,"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."}}