{"id":"W1178455778","doi":"","title":"The analysis of the energy demand for heating and cooling of the house built on the basis of the traditional Canadian wood-frame construction","year":2014,"lang":"en","type":"article","venue":"Annals of WULS Forestry and Wood Technology","topic":"Building Energy and Comfort Optimization","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Architectural engineering; Basis (linear algebra); Frame (networking); Passive house; Energy (signal processing); Engineering; Environmental science; Civil engineering; Mechanical engineering; Efficient energy use; Mathematics; Electrical engineering","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000207262,0.00008586337,0.0001720956,0.0001029529,0.0002480518,0.000007397322,0.0002640557,0.0001469758,0.000001430984],"category_scores_gemma":[0.0001228146,0.00004182324,0.0001018836,0.0004922245,0.0004396196,0.00002739616,0.00003560842,0.0001224497,4.564259e-9],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005548151,"about_ca_system_score_gemma":0.00002490774,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008513201,"about_ca_topic_score_gemma":0.004152386,"domain_scores_codex":[0.9994292,0.00003220298,0.0002322398,0.00008771479,0.00008918718,0.0001294164],"domain_scores_gemma":[0.9992125,0.0002507955,0.0001647459,0.0002870783,0.00006800538,0.0000168993],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00002275885,0.00001932441,0.01558047,0.00004256724,0.0006092447,3.270815e-8,0.0001074338,0.3936548,0.0009473069,0.5828825,0.0001626784,0.005970851],"study_design_scores_gemma":[0.000598681,0.0002388938,0.06276687,0.0003784491,0.0007573105,0.00002216707,0.0009325235,0.3513111,0.465014,0.1165165,0.001176439,0.0002870591],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966604,0.0001910166,0.0008737215,0.001949749,0.00007339138,0.00008899279,0.00004071367,0.00001575499,0.0001062596],"genre_scores_gemma":[0.9995946,0.0001349624,0.0001433082,0.00008014977,0.00001483233,0.0000162038,0.000001674332,0.000009062152,0.000005252576],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.466366,"threshold_uncertainty_score":0.2317129,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01544034444831772,"score_gpt":0.2059296654772654,"score_spread":0.1904893210289477,"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."}}