{"id":"W1891534181","doi":"10.7250/rehvaconf.2015.018","title":"COP Evaluation for a Membrane Liquid Desiccant Air Conditioning System Using Four Different Heating Equipment","year":2015,"lang":"en","type":"article","venue":"","topic":"Adsorption and Cooling Systems","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Regenerative heat exchanger; Desiccant; Air conditioning; Heat pump; Hybrid heat; Heat exchanger; Entrainment (biomusicology); Process engineering; Materials science; Environmental science; Nuclear engineering; Waste management; Engineering; Mechanical engineering; Composite material","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":[0.0006070609,0.0006498075,0.0007201422,0.0006201131,0.0003849572,0.0004843414,0.0004697957,0.0004804696,0.001150219],"category_scores_gemma":[0.001259847,0.0002323027,0.0005121398,0.0005347864,0.0002642268,0.0006295684,0.0003564413,0.0004205999,0.0002630193],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005868599,"about_ca_system_score_gemma":0.0003609135,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001048003,"about_ca_topic_score_gemma":0.001163147,"domain_scores_codex":[0.9991866,0.0001097796,0.00008468161,0.0001166879,0.0004184016,0.0000837761],"domain_scores_gemma":[0.9988411,0.0002462982,0.0001976153,0.00008087942,0.0005602041,0.00007388066],"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":[0.0009255449,0.0001465802,0.004081276,0.000405769,0.00006981364,0.0001495819,0.0001300133,0.003339332,0.9767513,0.00004150769,0.0001486867,0.01381052],"study_design_scores_gemma":[0.00002473376,0.002122799,0.0173099,0.00001154286,0.0001024359,0.0001017496,0.00009435516,0.006429317,0.9728119,0.00001054222,0.0009616308,0.00001914369],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969349,0.0003868434,0.002021008,0.00001621538,0.00001134559,0.00005107728,0.0001367928,0.00005520944,0.0003865471],"genre_scores_gemma":[0.9961527,0.0002543733,0.0028331,0.00001045883,0.000006262839,0.00004618336,0.0002398212,0.00001992592,0.0004371587],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001150219,"threshold_uncertainty_score":0.004257917,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1030353311396832,"score_gpt":0.2952996947653436,"score_spread":0.1922643636256604,"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."}}