{"id":"W4414089109","doi":"10.7771/3067-4883.2052","title":"A Comparison of 1D and 2D Hygrothermal Simulation Results for the Evaluation of the Moisture Performance of Wood Frame Wall Assemblies","year":2025,"lang":"en","type":"article","venue":"CIB Conferences","topic":"Hygrothermal properties of building materials","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Moisture; Frame (networking); Envelope (radar); Representation (politics); Building envelope; Simulation modeling","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005879012,0.0007693443,0.0006224446,0.0007630555,0.0004319087,0.0009712471,0.0005076349,0.0009461188,0.002625099],"category_scores_gemma":[0.001427413,0.0002904393,0.0008094369,0.0005785131,0.0003400636,0.0006064894,0.0004257933,0.0004409472,0.0004060976],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004254324,"about_ca_system_score_gemma":0.0005456315,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008574741,"about_ca_topic_score_gemma":0.006358561,"domain_scores_codex":[0.9997438,0.00006422709,0.00002022339,0.00003507175,0.0000899056,0.00004680166],"domain_scores_gemma":[0.9993259,0.0003377079,0.00005640286,0.00008874202,0.0001441378,0.00004716691],"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":[0.0001635616,0.00009782146,0.004305321,0.00008575276,0.00002063667,0.0001371752,0.00009685955,0.9786506,0.008068647,0.0007784153,0.000388655,0.007206556],"study_design_scores_gemma":[0.00001404842,0.00006794971,0.001883803,0.00001230711,0.000009371896,0.00002508712,0.00006084934,0.9933844,0.003896154,0.0001225277,0.0005047307,0.0000188914],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9328282,0.000421034,0.04746683,0.0002111532,0.0001121536,0.00007259304,0.001188817,0.0008473864,0.01685174],"genre_scores_gemma":[0.9890347,0.0001863719,0.008901247,0.00002979517,0.000008097658,0.00004500696,0.0005661906,0.00006573553,0.001162839],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008574741,"threshold_uncertainty_score":0.01704967,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07120263745021482,"score_gpt":0.3300961495010177,"score_spread":0.2588935120508029,"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."}}