{"id":"W2534945209","doi":"10.1088/1742-6596/745/3/032127","title":"Numerical study of a PCM-air heat exchanger's thermal performance","year":2016,"lang":"en","type":"article","venue":"Journal of Physics Conference Series","topic":"Phase Change Materials Research","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Natural Sciences and Engineering Research Council of Canada; Government of Canada","keywords":"Heat transfer; Mechanics; Heat exchanger; Materials science; Multiphysics; Convective heat transfer; HVAC; Thermodynamics; Laminar flow; Thermal; Plate fin heat exchanger; Plate heat exchanger; Air conditioning; Physics; Finite element method","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":[0.000382361,0.0003373609,0.0005869153,0.000363923,0.0005703712,0.0005259218,0.0004893857,0.0008709569,0.002034269],"category_scores_gemma":[0.001282175,0.0001692065,0.0003326265,0.0004457665,0.0005098308,0.0003697955,0.0003014524,0.000391306,0.0001730311],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004173405,"about_ca_system_score_gemma":0.0006109357,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004442971,"about_ca_topic_score_gemma":0.002141055,"domain_scores_codex":[0.9998778,0.00003090731,0.000006549467,0.00001653614,0.00004354034,0.00002462417],"domain_scores_gemma":[0.9992987,0.0004600358,0.00006233717,0.00004710764,0.0001007018,0.00003117374],"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":[0.0001909286,0.0001456109,0.003626594,0.0001661188,0.00002718029,0.0001554658,0.00009200726,0.9648684,0.02198137,0.002015677,0.000243513,0.006487187],"study_design_scores_gemma":[0.00001941268,0.00007439063,0.000876007,0.00000502307,0.00000597544,0.00002126126,0.00002445591,0.9937031,0.004943743,0.0001384655,0.0001829642,0.000005264564],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9723592,0.0002557945,0.01882712,0.0001305919,0.00003657289,0.00005649877,0.0002599152,0.0001429616,0.007931275],"genre_scores_gemma":[0.9903499,0.00007588374,0.008502479,0.0000122079,0.000006201905,0.00003119943,0.00007422251,0.0000130332,0.0009347809],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004442971,"threshold_uncertainty_score":0.008834183,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04926804398402208,"score_gpt":0.2741968377842907,"score_spread":0.2249287938002686,"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."}}