{"id":"W2036285313","doi":"10.1016/j.rser.2013.04.022","title":"Research and applications of liquid-to-air membrane energy exchangers in building HVAC systems at University of Saskatchewan: A review","year":2013,"lang":"en","type":"review","venue":"Renewable and Sustainable Energy Reviews","topic":"Adsorption and Cooling Systems","field":"Engineering","cited_by":66,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan","funders":"Natural Sciences and Engineering Research Council of Canada; University of Saskatchewan","keywords":"HVAC; Energy recovery ventilation; ASHRAE 90.1; Air conditioning; Engineering; Ventilation (architecture); Heat exchanger; Energy conservation; Process engineering; Desiccant; Environmental science; Waste management; Mechanical engineering; Electrical engineering; Materials science; Meteorology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.001420113,0.001103031,0.001625353,0.00423452,0.0003702242,0.001525866,0.001084701,0.001100426,0.003441857],"category_scores_gemma":[0.001224837,0.0004918588,0.001136395,0.005169052,0.0004531846,0.001713569,0.0006661983,0.001266654,0.001325426],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001139594,"about_ca_system_score_gemma":0.003682246,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006304678,"about_ca_topic_score_gemma":0.01917245,"domain_scores_codex":[0.9995621,0.00004833649,0.00007143301,0.00008246578,0.0001891299,0.00004660699],"domain_scores_gemma":[0.999044,0.0003875753,0.0001395375,0.00002608812,0.0003606544,0.00004216756],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000951828,0.0001506635,0.0005608702,0.04993932,0.0002081947,0.000209674,0.00009805505,0.0009974649,0.008960458,0.003015234,0.0145631,0.9212019],"study_design_scores_gemma":[0.00001923451,0.0002708136,0.002480952,0.00834344,0.0005234276,0.0007663512,0.0002240689,0.0002605877,0.005500365,0.000977376,0.9805705,0.00006290978],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004380732,0.9975943,0.0002551959,0.0001598505,0.0001385848,0.00001101209,0.00005117994,0.000007998402,0.001343843],"genre_scores_gemma":[0.001253251,0.9975031,0.0003794721,0.00009219457,0.00004635158,0.000004972838,0.00003667334,0.000001552061,0.0006824481],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9936953,"threshold_uncertainty_score":0.01253599,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03174527163000908,"score_gpt":0.2836457121405781,"score_spread":0.251900440510569,"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."}}