{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000612641,0.00006979123,0.0001205787,0.00005788355,0.000009208368,0.000003922,0.00006531807,0.00003393201,0.00004399864],"category_scores_gemma":[0.00000198122,0.00007879393,0.00001199022,0.00002898095,0.000008017812,0.00005209554,0.00003734991,0.00006408063,4.403253e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001613501,"about_ca_system_score_gemma":0.00002065136,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1351165,"about_ca_topic_score_gemma":0.06710082,"domain_scores_codex":[0.9995389,0.000008213472,0.0001649867,0.0001051257,0.00006223146,0.0001205544],"domain_scores_gemma":[0.999828,0.00001338985,0.0000203179,0.0001167125,7.953466e-7,0.00002074257],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0000116992,0.000005021224,0.0144858,0.0000176615,0.00000580601,0.000003021504,0.0000207992,0.9836171,0.001143863,0.00008279394,0.00005139091,0.0005549966],"study_design_scores_gemma":[0.001901446,0.00002267625,0.1496142,0.0001097946,0.0000114926,0.000006222555,0.0001113693,0.8347329,0.01221563,0.0002974554,0.0006530532,0.0003238077],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998051,0.0002225275,0.001407244,0.00001973017,0.0001414564,0.00005097618,0.00000354736,0.00001070553,0.00009281282],"genre_scores_gemma":[0.9988975,0.0002977897,0.000738265,0.00001213926,0.0000141467,0.000004582444,0.000002109764,0.00001225645,0.00002119182],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1488843,"threshold_uncertainty_score":0.9499221,"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."}}