{"id":"W7008523675","doi":"","title":"Commissioning twin houses for assessing the performance of energy conserving technologies","year":2001,"lang":"en","type":"article","venue":"NPARC","topic":"Building Energy and Comfort Optimization","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Resources Canada","keywords":"Project commissioning; Energy (signal processing); Energy performance; Component (thermodynamics); Efficient energy use; Occupancy","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007457543,0.00006125773,0.00007599373,0.00003910277,0.000115002,0.00002086075,0.0001407558,0.0000511388,0.00001026786],"category_scores_gemma":[0.00002099738,0.00004575545,0.0000225221,0.0001272171,0.00003295905,0.00009965,0.00002541446,0.00005341121,8.813473e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001202681,"about_ca_system_score_gemma":0.000008362323,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002914582,"about_ca_topic_score_gemma":0.000002185353,"domain_scores_codex":[0.9996703,0.000005781922,0.000106031,0.00005444495,0.00005257685,0.0001109231],"domain_scores_gemma":[0.9997208,0.00008336351,0.00002789932,0.0001369573,0.00002332686,0.000007675693],"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":[0.000004894505,0.000008545006,0.00467676,0.00004567476,0.00001856843,4.181502e-7,0.00006047296,0.9245996,0.01848761,0.004588474,0.0007518987,0.04675712],"study_design_scores_gemma":[0.0001104058,0.00001493087,0.0002612403,0.00009199075,0.00000833602,0.000006328666,0.00014802,0.9077262,0.08001835,0.0008750002,0.01065244,0.00008671808],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8806551,0.0002479321,0.1121957,0.0002033574,0.0001225107,0.00004141113,6.247022e-7,0.0005288121,0.006004521],"genre_scores_gemma":[0.9883826,0.0002095032,0.01125221,0.00002284641,0.0000171071,0.00002022466,0.000002172131,0.00001456171,0.00007877599],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1077275,"threshold_uncertainty_score":0.1865853,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01349759447645743,"score_gpt":0.2280196497998339,"score_spread":0.2145220553233765,"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."}}