{"id":"W2736919943","doi":"10.1177/0306419017720427","title":"Quantification of irreversibilities in practical cyclic processes using exergy analysis and Gouy-Stodola theorem","year":2017,"lang":"en","type":"article","venue":"International Journal of Mechanical Engineering Education","topic":"Advanced Thermodynamic Systems and Engines","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Exergy; Exergy efficiency; Second law of thermodynamics; Thermodynamics; Entropy (arrow of time); Process engineering; Refrigeration; Process (computing); Computer science; Mathematics; 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":[0.0002968255,0.00009111558,0.0002139102,0.0003555628,0.00001964602,0.00004518037,0.0002048001,0.00005899786,0.000006787728],"category_scores_gemma":[0.0007452031,0.00008754626,0.00005785362,0.0001186296,0.00001975373,0.0004376562,0.00002149033,0.0001226009,2.738894e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001160991,"about_ca_system_score_gemma":0.00007514747,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005430961,"about_ca_topic_score_gemma":0.00001915139,"domain_scores_codex":[0.9992079,0.00001252711,0.0004135088,0.00008503166,0.0001989305,0.0000821463],"domain_scores_gemma":[0.999183,0.0001265857,0.0002405891,0.0001425858,0.000263617,0.00004363398],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000086377,0.0002404733,0.00362144,0.0005610077,0.001000732,0.00001087595,0.0008017559,0.7931842,0.1526408,0.03599146,0.00001478017,0.01184613],"study_design_scores_gemma":[0.0005905395,0.00004772186,0.03116783,0.0008600989,0.0002492404,0.000182862,0.0007511562,0.9396853,0.02119692,0.004677895,0.0002722639,0.0003181239],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7013534,0.0002762213,0.2971309,0.00008452146,0.001053503,0.00004174577,0.000003444666,0.00001240477,0.00004390116],"genre_scores_gemma":[0.9895493,0.0001807758,0.01008941,0.000002487689,0.0001505736,0.000002612655,0.000002700922,0.00001326644,0.000008819286],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.288196,"threshold_uncertainty_score":0.3570033,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02023783943642453,"score_gpt":0.3120330566550645,"score_spread":0.2917952172186399,"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."}}