{"id":"W3135290002","doi":"10.1115/1.4049582","title":"Performance Investigation of Solar Organic Rankine Cycle System With Zeotropic Working Fluid Mixtures for Use in Micro-Cogeneration","year":2021,"lang":"en","type":"article","venue":"Journal of Energy Resources Technology","topic":"Thermodynamic and Exergetic Analyses of Power and Cooling Systems","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada","funders":"Natural Resources Canada","keywords":"Organic Rankine cycle; Zeotropic mixture; Cogeneration; Process engineering; Degree Rankine; Renewable energy; Waste management; Waste heat; Environmental science; Electricity generation; Thermodynamics; Heat exchanger; Engineering","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001207921,0.0001130336,0.0003306078,0.0003307187,0.00003802288,0.00001757218,0.0001411507,0.0001533415,0.000002433922],"category_scores_gemma":[0.00002100267,0.00009365654,0.00005986715,0.0003831455,0.00004478143,0.00007732214,0.0000142272,0.0001238851,1.880661e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006620689,"about_ca_system_score_gemma":0.00003194775,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001420738,"about_ca_topic_score_gemma":0.00009027898,"domain_scores_codex":[0.9991533,0.0000265591,0.0004629933,0.00009666984,0.0001089195,0.0001516222],"domain_scores_gemma":[0.9994053,0.00003204544,0.0002423107,0.0001417917,0.0001514594,0.00002707972],"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":[0.0001389712,0.00002205827,0.02546949,0.0002577939,0.0002489099,0.00003512103,0.0003145714,0.1394567,0.8296622,0.0008996312,0.00003984922,0.003454691],"study_design_scores_gemma":[0.002445504,0.0004783508,0.002305808,0.001861796,0.0002062721,0.0008109931,0.001334758,0.3730155,0.6150339,0.0001961025,0.001903818,0.0004071626],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9261152,0.002170031,0.07143844,0.0000339918,0.0001326582,0.00003027333,0.000001113177,0.00003986534,0.00003838873],"genre_scores_gemma":[0.9976306,0.0001322585,0.00207216,0.000008990464,0.00009504222,0.000004529368,0.000004595637,0.00002295763,0.00002889556],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2335588,"threshold_uncertainty_score":0.3819203,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00528774303502538,"score_gpt":0.1717568172894067,"score_spread":0.1664690742543813,"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."}}