{"id":"W1976154530","doi":"10.1002/(sici)1099-114x(20000325)24:4<279::aid-er581>3.0.co;2-j","title":"Performance enhancement of some alternatives to R-502","year":2000,"lang":"en","type":"article","venue":"International Journal of Energy Research","topic":"Heat Transfer and Optimization","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Moncton","funders":"","keywords":"Accumulator (cryptography); Refrigerant; Evaporator; Condenser (optics); Thermodynamics; Chemistry; Suction; Nuclear engineering; Materials science; Mechanics; Engineering; Heat exchanger; 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":[0.0003674601,0.00005836571,0.0001039403,0.000352365,0.00001956214,0.00002261252,0.0003786976,0.00002612239,0.0008165485],"category_scores_gemma":[0.00001814024,0.00005235735,0.00004480632,0.0001449863,0.00002863292,0.0002624248,0.00001473012,0.0001380255,0.00001915096],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009294428,"about_ca_system_score_gemma":0.00003868835,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001641859,"about_ca_topic_score_gemma":0.000002748347,"domain_scores_codex":[0.9986483,0.00003545979,0.0003149745,0.00005854583,0.0007935372,0.0001492173],"domain_scores_gemma":[0.999253,0.000052372,0.00001375098,0.00006544642,0.0005319467,0.00008347793],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003762244,0.0001862093,0.0008803348,0.00003259708,0.0003539046,0.00004106791,0.001025866,0.6272768,0.05852061,0.002494784,0.001944063,0.3068675],"study_design_scores_gemma":[0.001225954,0.0008002362,0.004036883,0.0004139488,0.000008364254,0.00005246268,0.00005794981,0.08052892,0.8507684,0.0006342542,0.06125548,0.0002171505],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9727128,0.0002108559,0.009903224,0.0003452293,0.0003586099,0.00002963645,0.000003583455,0.000007954803,0.0164281],"genre_scores_gemma":[0.9949248,0.003056974,0.0008592461,0.00003668516,0.0003028656,0.000003627402,0.000002281234,0.00001103146,0.0008024667],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7922478,"threshold_uncertainty_score":0.8940634,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03183125260923003,"score_gpt":0.3340080191718946,"score_spread":0.3021767665626646,"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."}}