{"id":"W3084243502","doi":"10.1115/es2020-1616","title":"Performance Investigation of Solar Organic Rankine Cycle Systems With and Without Regeneration and With Zeotropic Working Fluid Mixtures for Use in Micro-Cogeneration","year":2020,"lang":"en","type":"article","venue":"","topic":"Thermodynamic and Exergetic Analyses of Power and Cooling Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Organic Rankine cycle; Zeotropic mixture; Process engineering; Cogeneration; Degree Rankine; Renewable energy; Environmental science; Waste heat; Electricity generation; Waste management; Thermodynamics; Heat exchanger; Engineering; Refrigerant","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000209486,0.0002845025,0.0005358339,0.000372174,0.0002994133,0.0004560337,0.0004018132,0.0003140548,0.001450078],"category_scores_gemma":[0.0003197186,0.0001498521,0.0003742674,0.0003006479,0.0003126137,0.0004313765,0.0002580286,0.0002721624,0.0001865051],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003963992,"about_ca_system_score_gemma":0.0002682579,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002580166,"about_ca_topic_score_gemma":0.003620367,"domain_scores_codex":[0.9998828,0.00001491583,0.000009709313,0.00001963493,0.00004690482,0.00002605068],"domain_scores_gemma":[0.9998772,0.00004337876,0.00002169669,0.00001198171,0.00003108883,0.0000145957],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.002354886,0.0007717857,0.01234774,0.001015345,0.000133335,0.0004508465,0.0002983822,0.1620389,0.7928596,0.001003311,0.0004555108,0.02627041],"study_design_scores_gemma":[0.000122207,0.002623901,0.008177678,0.00002662813,0.00008873481,0.00008140015,0.0002509645,0.2283195,0.7577929,0.0001593654,0.002304985,0.00005175278],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984037,0.0001774978,0.0004939143,0.00001917884,0.000007219676,0.00001278727,0.00009683099,0.00002838344,0.0007604941],"genre_scores_gemma":[0.9992234,0.00009265095,0.0003858783,0.000004057863,7.813428e-7,0.000009580396,0.00004836745,0.000003599782,0.0002315484],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002580166,"threshold_uncertainty_score":0.005130291,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01038083429810427,"score_gpt":0.1784948903099577,"score_spread":0.1681140560118534,"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."}}