{"id":"W2044528525","doi":"10.1177/1097196305048628","title":"Moisture Performance of an Airtight, Vapor-permeable Building Envelope in a Cold Climate","year":2004,"lang":"en","type":"article","venue":"Journal of Thermal Envelope and Building Science","topic":"Hygrothermal properties of building materials","field":"Engineering","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"Natural Sciences and Engineering Research Council of Canada; Ympäristöministeriö; Ministry of Environment","keywords":"Moisture; Water vapor; Building envelope; Envelope (radar); Humidity; Environmental science; Condensation; Materials science; Polyethylene; Composite material; Meteorology; Engineering; Aerospace engineering; Thermal; Physics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.002044866,0.0002366515,0.0004600743,0.0004413321,0.0001708485,0.0001405302,0.0007656859,0.00009008402,0.00001727599],"category_scores_gemma":[0.00007849879,0.0001885578,0.00005457202,0.0005692841,0.0003312722,0.001786269,0.0001336522,0.0003011465,0.000002275232],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001988493,"about_ca_system_score_gemma":0.00018751,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004150092,"about_ca_topic_score_gemma":0.00000429973,"domain_scores_codex":[0.9978812,0.00003201138,0.0007666029,0.0002321754,0.0005166083,0.0005714206],"domain_scores_gemma":[0.9991521,0.00002780945,0.0002659665,0.0002213231,0.0001451842,0.0001875918],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0000489502,0.00002738929,0.001747465,0.0001094726,0.000009794479,0.0000227713,0.000394849,0.2561481,0.7395973,0.0002356879,0.000001840941,0.001656417],"study_design_scores_gemma":[0.0008882185,0.000315426,0.02467317,0.0007723662,0.0000152796,0.0001671284,0.00006303901,0.005898372,0.9665979,0.00008396684,0.0002212661,0.0003039231],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984786,0.000464446,0.0001387301,0.00006522295,0.0003943963,0.0001286706,0.000002891825,0.00003934596,0.0002877122],"genre_scores_gemma":[0.9746748,0.0003714668,0.02475063,0.0000586047,0.0001020197,0.000002885325,1.276604e-7,0.00003324433,0.00000618797],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2502497,"threshold_uncertainty_score":0.7689165,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0102963961955191,"score_gpt":0.2239838588339005,"score_spread":0.2136874626383814,"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."}}