{"id":"W2031052683","doi":"10.1016/j.enbuild.2013.11.013","title":"Contaminant transfer in run-around membrane energy exchangers","year":2013,"lang":"en","type":"article","venue":"Energy and Buildings","topic":"Adsorption and Cooling Systems","field":"Engineering","cited_by":30,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Desiccant; Airflow; Secondary air injection; Waste management; Heat exchanger; Volumetric flow rate; Chemistry; Moisture; Environmental engineering; Materials science; Environmental science; Thermodynamics; Engineering","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":[0.000498732,0.0003310965,0.0009346224,0.0004356862,0.001190586,0.001355589,0.0006423704,0.0008833458,0.00151975],"category_scores_gemma":[0.0007979748,0.0002166188,0.0005920048,0.000222255,0.000578902,0.001056716,0.0005863229,0.0006886422,0.0004338169],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001589757,"about_ca_system_score_gemma":0.0007559442,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009607419,"about_ca_topic_score_gemma":0.003523606,"domain_scores_codex":[0.9996098,0.00008877884,0.00001207876,0.00009411146,0.00008553523,0.0001097251],"domain_scores_gemma":[0.999691,0.000163859,0.00002671093,0.00001352264,0.00008046604,0.00002455344],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001950301,0.00032262,0.005098924,0.0003315342,0.0001077911,0.0003739147,0.0003339564,0.05070641,0.9211575,0.004630675,0.000606083,0.0143803],"study_design_scores_gemma":[0.00009607919,0.0007175293,0.003259202,0.00001839004,0.00004430414,0.0001124121,0.0003234377,0.2401074,0.7527153,0.0007880439,0.001777383,0.00004045897],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935979,0.0004995196,0.004429691,0.000144526,0.00003496308,0.00001695471,0.00005513958,0.00006099409,0.001160309],"genre_scores_gemma":[0.9970783,0.000215352,0.0005729122,0.00001767987,0.000009161774,0.000007000133,0.00004663007,0.00001016324,0.002042834],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009607419,"threshold_uncertainty_score":0.01910305,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005405129557803834,"score_gpt":0.1708800796918547,"score_spread":0.1654749501340509,"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."}}