{"id":"W78237825","doi":"","title":"Performance limits of power cycles using low temperature heat sources","year":2010,"lang":"en","type":"article","venue":"International Conference on Energy & Environment","topic":"Thermodynamic and Exergetic Analyses of Power and Cooling Systems","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Working fluid; Heat exchanger; Degree Rankine; Rankine cycle; Mechanics; Evaporation; Organic Rankine cycle; Turbine; Thermodynamics; Materials science; Power (physics); Environmental science; Nuclear engineering; Waste heat; 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":[0.00004332557,0.0001396557,0.0001358604,0.00006392883,0.00003265457,0.00002021143,0.0002157211,0.00008356187,0.0007068595],"category_scores_gemma":[0.000001886414,0.0001246282,0.00006341215,0.00002116461,0.00005611302,0.00006173087,0.00001504294,0.0001359384,0.00001734233],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002651381,"about_ca_system_score_gemma":0.000009863587,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007238831,"about_ca_topic_score_gemma":0.000009815977,"domain_scores_codex":[0.999292,0.000007871808,0.0001923655,0.0001425886,0.0002373524,0.0001278881],"domain_scores_gemma":[0.9997267,0.000009778159,0.00003122785,0.0001660223,0.00001790537,0.00004835776],"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":[0.00002696103,0.00006559647,0.002001142,0.0000136476,0.0001329628,0.000003218597,0.0002059229,0.4295756,0.5565307,0.008449818,0.00002802452,0.002966448],"study_design_scores_gemma":[0.0003369142,0.00007311091,0.01910547,0.0001622894,0.00002506305,0.00001501523,0.0002986673,0.9068762,0.07084316,0.0001915764,0.001673917,0.0003986236],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.988611,0.0000529711,0.001122792,0.00003863286,0.0006472979,0.00002190666,0.00001388618,0.00003082561,0.009460675],"genre_scores_gemma":[0.999271,0.0002101869,0.0001290443,0.00002527754,0.00009031064,0.000003568626,0.00001618101,0.00001430215,0.0002401037],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4856875,"threshold_uncertainty_score":0.7739615,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009495450431824986,"score_gpt":0.2103061396458961,"score_spread":0.2008106892140711,"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."}}