{"id":"W1996980738","doi":"10.2514/1.34735","title":"Thermal Effectiveness Correlation for a Shell and Tube Condenser with Noncondensing Gas","year":2008,"lang":"en","type":"article","venue":"Journal of Thermophysics and Heat Transfer","topic":"Heat Transfer and Optimization","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Tech University","funders":"Natural Sciences and Engineering Research Council of Canada; Queen Mary University of London","keywords":"Condenser (optics); Materials science; Tube (container); Mechanics; Shell (structure); Thermodynamics; Thermal; Nuclear engineering; Physics; Optics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006937066,0.0003244616,0.0005464319,0.0005303645,0.0002752788,0.0004928006,0.0004104559,0.0002582821,0.001210247],"category_scores_gemma":[0.001340973,0.0001913866,0.0003408605,0.000316249,0.0006779349,0.0007364895,0.000332603,0.0002542672,0.0002761389],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007617322,"about_ca_system_score_gemma":0.000278058,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001351353,"about_ca_topic_score_gemma":0.001215503,"domain_scores_codex":[0.9996861,0.00005988179,0.00001044238,0.00005007779,0.0001388339,0.00005464938],"domain_scores_gemma":[0.9994498,0.0003312506,0.00009750004,0.00003431365,0.00006341084,0.00002374578],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0004147593,0.00005791597,0.005291559,0.0001396367,0.0000294543,0.0001810545,0.00009150525,0.8738225,0.09494968,0.008957233,0.000153736,0.01591091],"study_design_scores_gemma":[0.00001354123,0.0001582285,0.003831109,0.000002972517,0.00001849111,0.00004443725,0.00001850095,0.9506004,0.04450555,0.0004376679,0.000355436,0.00001355264],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8800111,0.0005998008,0.1141786,0.00004734105,0.000008819411,0.00002666088,0.00004553644,0.0002379149,0.004844221],"genre_scores_gemma":[0.9969512,0.00006395436,0.002329876,0.000002657094,0.000003155678,0.000005094417,0.00001473699,0.00001659191,0.0006126552],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001351353,"threshold_uncertainty_score":0.005526781,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009809878159382578,"score_gpt":0.1957869543504511,"score_spread":0.1859770761910685,"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."}}