{"id":"W2006322478","doi":"10.1016/j.egypro.2012.11.064","title":"Performance Evaluation of a Liquid Desiccant Solar Air Conditioning System","year":2012,"lang":"en","type":"article","venue":"Energy Procedia","topic":"Solar-Powered Water Purification Methods","field":"Energy","cited_by":58,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"Natural Resources Canada; Natural Sciences and Engineering Research Council of Canada","keywords":"TRNSYS; Desiccant; Environmental science; Solar air conditioning; Solar energy; Meteorology; Nuclear engineering; Air conditioning; Thermosiphon; Passive solar building design; Engineering; Thermal; Mechanical engineering; Electrical engineering; Heat exchanger; Physics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002259901,0.0001817093,0.0002394312,0.0001303701,0.0001291661,0.00001226374,0.0002040335,0.0001438673,0.0001528959],"category_scores_gemma":[0.0002357245,0.0001754757,0.00006681757,0.0003176604,0.00005644973,0.0004917703,0.0000396688,0.0001024107,0.00006166762],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002236803,"about_ca_system_score_gemma":0.0001588092,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001326536,"about_ca_topic_score_gemma":0.000008344247,"domain_scores_codex":[0.9979048,0.0003789915,0.0004570087,0.0002365424,0.0006395456,0.0003831188],"domain_scores_gemma":[0.9986284,0.00007641599,0.0002904914,0.0003786714,0.0004923646,0.0001335899],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0007773641,0.0008190487,0.04704666,0.001349411,0.0006872062,0.000003667027,0.01318761,0.09866607,0.2050574,0.5265147,0.00182922,0.1040616],"study_design_scores_gemma":[0.001054478,0.0001669669,0.02358081,0.0001922753,0.0002187334,0.00004657299,0.0006318467,0.04879007,0.9127991,0.0001410172,0.01192224,0.0004558357],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9681235,0.0006540213,0.0069698,0.00002600439,0.0007857611,0.0001561694,0.000005691062,0.0002165839,0.02306249],"genre_scores_gemma":[0.9884881,0.00001430193,0.01037884,0.00005518886,0.000470335,0.0002418824,0.00007094644,0.00004302385,0.0002373629],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7077417,"threshold_uncertainty_score":0.7155692,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03906696096494192,"score_gpt":0.2888640268709705,"score_spread":0.2497970659060285,"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."}}