{"id":"W4400087887","doi":"10.1007/978-3-031-60556-7_8","title":"Closed System Cycles","year":2024,"lang":"en","type":"book-chapter","venue":"","topic":"Thermodynamic and Exergetic Analyses of Power and Cooling Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Environmental science; Computer science","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":[0.0002360066,0.0005505998,0.0004929815,0.0005830022,0.0008622573,0.001958025,0.0008919686,0.0006764409,0.04377066],"category_scores_gemma":[0.00097995,0.0002711795,0.0003592171,0.0006037445,0.001659253,0.002353904,0.001328973,0.001228618,0.006639194],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001026655,"about_ca_system_score_gemma":0.0006319041,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009961758,"about_ca_topic_score_gemma":0.0007532099,"domain_scores_codex":[0.9997217,0.00004530158,0.000008276194,0.00007562049,0.0001163262,0.00003278634],"domain_scores_gemma":[0.9997795,0.00005706173,0.00001140977,0.00006832515,0.00006392378,0.00001981517],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001060431,0.00001555823,0.00004723441,0.00005267571,0.000005982386,0.0000232597,0.0001071488,0.001870105,0.001155818,0.951305,0.01046664,0.03494004],"study_design_scores_gemma":[0.000006486813,0.00002283243,0.0001737562,0.0000301031,0.000004096999,0.0001046034,0.00005749688,0.005266646,0.001261107,0.8211313,0.1719325,0.000009110679],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.009667052,0.003500625,0.08932281,0.0006741881,0.0005643581,0.00009023779,0.0002749362,0.0003698433,0.8955359],"genre_scores_gemma":[0.3068334,0.004070523,0.01614934,0.0004603186,0.000433389,0.0002759218,0.0005307259,0.0004345324,0.6708119],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04377066,"threshold_uncertainty_score":0.1464275,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007056781423167201,"score_gpt":0.1929670862961108,"score_spread":0.1859103048729436,"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."}}