{"id":"W2968710305","doi":"10.1139/cjce-2018-0757","title":"Field temperature and moisture loads from a building envelope as the basis for accelerated aging of barrier membranes","year":2019,"lang":"en","type":"article","venue":"Canadian Journal of Civil Engineering","topic":"Hygrothermal properties of building materials","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada","funders":"Natural Resources Canada; National Research Council Canada","keywords":"Building envelope; Envelope (radar); Roof; Moisture; Relative humidity; Environmental science; Humidity; Durability; Maxima; Atmospheric temperature range; Range (aeronautics); Materials science; Meteorology; Structural engineering; Engineering; Geography; Composite material; Thermal","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"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":[0.0004509481,0.000186432,0.0002227498,0.000313354,0.0003236141,0.0002901578,0.0003111431,0.0001614908,0.0003926241],"category_scores_gemma":[0.0004751268,0.0001239483,0.0001814479,0.0002881624,0.0002102516,0.0002593273,0.0002026493,0.0002866296,0.00008406832],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003946475,"about_ca_system_score_gemma":0.0002579223,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01046733,"about_ca_topic_score_gemma":0.01375548,"domain_scores_codex":[0.9998277,0.00002778492,0.000007096938,0.00003068778,0.00008157724,0.00002507773],"domain_scores_gemma":[0.9997838,0.00004537228,0.00004432085,0.0000271076,0.0000854808,0.00001389174],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0001650903,0.00003225956,0.009243044,0.00004777012,0.00001031914,0.000072767,0.0001715915,0.0009569685,0.9842165,0.00007328088,0.00005449528,0.004955841],"study_design_scores_gemma":[0.000007059573,0.0004628126,0.1265934,0.00001338288,0.0000372037,0.0001754777,0.0002976639,0.006294734,0.8650401,0.00005131697,0.001009405,0.0000175208],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982467,0.0002284464,0.000998295,0.000011293,0.000003846009,0.00001222753,0.0001026197,0.00001021365,0.0003865516],"genre_scores_gemma":[0.9987133,0.0001480346,0.0008705914,0.000003976516,0.000002005514,0.000007696908,0.00008203571,0.000004191802,0.000168154],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01046733,"threshold_uncertainty_score":0.02081281,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007087703407086337,"score_gpt":0.1863889886680099,"score_spread":0.1793012852609235,"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."}}