{"id":"W6989440952","doi":"","title":"Application of modeling tool to assess moisture and thermal performance of retrofitted wall assemblies","year":2004,"lang":"en","type":"article","venue":"NPARC","topic":"Hygrothermal properties of building materials","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Masonry veneer; Moisture; Building envelope; Dynamic insulation; Precast concrete; Thermal insulation; Efficient energy use; Masonry; Shear wall","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.0003164559,0.0007144589,0.0003859374,0.0005250814,0.0004377383,0.0006758326,0.0008605435,0.000553945,0.001751125],"category_scores_gemma":[0.0005383883,0.0003844616,0.0005279726,0.0004632591,0.0002787242,0.0003308497,0.0003463598,0.0003292023,0.0002977225],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001191055,"about_ca_system_score_gemma":0.001185753,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07983645,"about_ca_topic_score_gemma":0.05982267,"domain_scores_codex":[0.9998363,0.00002266602,0.000008978192,0.00002196407,0.00007982944,0.00003026614],"domain_scores_gemma":[0.9998041,0.000062811,0.00002250032,0.00002662077,0.00007355896,0.00001049428],"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":[0.00006467296,0.00005124075,0.006006425,0.0000391967,0.00001486368,0.00008558605,0.00009773282,0.9700096,0.0161094,0.0004697246,0.0002566275,0.006795017],"study_design_scores_gemma":[0.000008789907,0.00004410313,0.002273285,0.000004759409,0.000008422819,0.00001790735,0.00004364497,0.9879053,0.009036386,0.00006102831,0.0005848482,0.00001146479],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9195774,0.00009182364,0.06405523,0.00006493913,0.00001838565,0.0001260204,0.001242584,0.001798554,0.013025],"genre_scores_gemma":[0.9778956,0.00008457315,0.01912307,0.00001175566,0.000001983711,0.00006669215,0.0005787684,0.0001025485,0.002135015],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07983645,"threshold_uncertainty_score":0.1587435,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01730806411529162,"score_gpt":0.2227732309722707,"score_spread":0.205465166856979,"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."}}