{"id":"W2979635041","doi":"10.1016/j.buildenv.2019.106460","title":"Free cooling potential of air economizer in residential houses in Canada","year":2019,"lang":"en","type":"article","venue":"Building and Environment","topic":"Building Energy and Comfort Optimization","field":"Engineering","cited_by":20,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Victoria; British Columbia Institute of Technology","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Economizer; Free cooling; HVAC; Environmental science; Passive cooling; Radiant cooling; Building energy simulation; Water cooling; Thermal comfort; Meteorology; Air cooling; Chiller; Single-family detached home; Architectural engineering; Air conditioning; Engineering; Civil engineering; Efficient energy use; Thermal; Mechanical engineering; Energy performance; Geography; Heat exchanger","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":[0.0002192421,0.0002123998,0.000324413,0.000464832,0.001413275,0.001316718,0.0006610378,0.0002480777,0.00292649],"category_scores_gemma":[0.0003745433,0.0001457911,0.0003740131,0.0008716871,0.0004443545,0.0002922982,0.0002494241,0.0002272131,0.0001393615],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01788548,"about_ca_system_score_gemma":0.007115295,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9661423,"about_ca_topic_score_gemma":0.9885927,"domain_scores_codex":[0.9997087,0.0000247373,0.000004871723,0.00003516155,0.00007680741,0.0001496738],"domain_scores_gemma":[0.9998003,0.0000266736,0.000009769383,0.000007779025,0.0001270235,0.00002853498],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.002278936,0.0003872832,0.2164463,0.0004914626,0.0002367199,0.001282947,0.001046306,0.6259516,0.03279675,0.02464234,0.01240058,0.08203878],"study_design_scores_gemma":[0.0001042758,0.0003820043,0.5315946,0.00007794196,0.0002527997,0.0002260004,0.006193268,0.4073076,0.02652402,0.002078161,0.02512048,0.0001388338],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9899263,0.0002453689,0.0006446452,0.00006397822,0.000004735648,0.00001018062,0.0005392761,0.0000224757,0.008542984],"genre_scores_gemma":[0.9970747,0.0000775493,0.0002766267,0.000004480248,6.899778e-7,0.000002165761,0.0001338459,0.000005850355,0.002424093],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0338577,"threshold_uncertainty_score":0.1297688,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002495351036256082,"score_gpt":0.1385527795164804,"score_spread":0.1360574284802243,"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."}}