{"id":"W2028269849","doi":"10.1007/s12273-014-0185-4","title":"Characterization of heat dynamics of an arctic low-energy house with floor heating","year":2014,"lang":"en","type":"article","venue":"Building Simulation","topic":"Building Energy and Comfort Optimization","field":"Engineering","cited_by":19,"is_retracted":false,"has_abstract":false,"ca_institutions":"Compute Canada","funders":"","keywords":"Autocorrelation; Facade; Environmental science; Meteorology; Impulse response; Impulse (physics); Apartment; Engineering; Simulation; Marine engineering; Mathematics; Statistics; Structural engineering; Physics; Civil engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001067665,0.000114969,0.0001656975,0.0001281769,0.00004311122,0.00001441877,0.00007232971,0.00007760659,0.000006488323],"category_scores_gemma":[0.00001988548,0.0001161774,0.00002519244,0.0002384326,0.00001907868,0.0002918568,0.00000934005,0.00004925839,1.247479e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005098576,"about_ca_system_score_gemma":0.000008090889,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008476529,"about_ca_topic_score_gemma":0.00003591398,"domain_scores_codex":[0.9993228,0.00002946224,0.0002637073,0.0001246165,0.0001425572,0.0001168049],"domain_scores_gemma":[0.9995651,0.00004088831,0.00007986135,0.0001886476,0.00009307783,0.00003245772],"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":[0.00002235021,0.00002321464,0.0009465104,0.00009473239,0.00001415772,1.044072e-7,0.00005324826,0.9579643,0.0312851,0.003279591,7.645893e-8,0.006316593],"study_design_scores_gemma":[0.0002719215,0.00007680582,0.002445747,0.0001420019,0.00001824494,0.000001040542,0.000004863386,0.9657444,0.03095812,0.000208237,0.000008147732,0.0001204889],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5382181,0.00000339389,0.4615516,0.000002611937,0.00004901472,0.00003086029,0.00000172026,0.0001210276,0.00002167539],"genre_scores_gemma":[0.9912361,0.00000401604,0.008517867,0.00001017724,0.00005676958,0.000004977998,0.0001103165,0.00005358324,0.000006223265],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4530338,"threshold_uncertainty_score":0.4737577,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004246342350599159,"score_gpt":0.1919685272963589,"score_spread":0.1877221849457597,"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."}}