{"id":"W7019908728","doi":"","title":"Impact on building energy performance by deployment of dynamic insulation in residential buildings in Canada","year":2023,"lang":"en","type":"other","venue":"UVic’s Research and Learning Repository (University of Victoria)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dynamic insulation; Energy consumption; Software deployment; Thermal insulation; Thermal; Work (physics); Passive cooling; Energy (signal processing); Efficient energy use","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000251428,0.0004986635,0.0003064502,0.0005831718,0.001282716,0.0009576656,0.0006007043,0.0001645735,0.001480053],"category_scores_gemma":[0.0006076203,0.0001885958,0.0003134574,0.00126065,0.0006469116,0.0002357932,0.0004555746,0.0002105068,0.0002417917],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01875065,"about_ca_system_score_gemma":0.006025931,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.96455,"about_ca_topic_score_gemma":0.9819022,"domain_scores_codex":[0.9995645,0.0000293027,0.00000813432,0.00004436953,0.0001789641,0.0001748181],"domain_scores_gemma":[0.9995964,0.0000476864,0.00001835801,0.00001843981,0.0002665335,0.00005249974],"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":[0.002178164,0.0004775724,0.3556455,0.0002909949,0.0001529903,0.0009738212,0.001842553,0.4803278,0.06055592,0.003882664,0.003403974,0.09026793],"study_design_scores_gemma":[0.00006884115,0.0004794296,0.7130604,0.00003684618,0.0001443981,0.0001918554,0.005870185,0.212923,0.05753858,0.0004559022,0.009097399,0.000133244],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944149,0.00003870451,0.0003659474,0.00001550608,0.000001314643,0.0000112616,0.0003911851,0.00005250352,0.004708653],"genre_scores_gemma":[0.9977086,0.00004678377,0.0003929074,0.000003749273,2.021647e-7,0.000003107794,0.000334981,0.00001273462,0.001496927],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03545004,"threshold_uncertainty_score":0.1360462,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01147487350153764,"score_gpt":0.2597324815626156,"score_spread":0.248257608061078,"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."}}