{"id":"W4245154571","doi":"10.32920/ryerson.14650122.v1","title":"Field Study of Hygrothermal Performance of Cross‐Laminated Timber Wall Assemblies with Built‐In Moisture","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Hygrothermal properties of building materials","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University; University of Waterloo","funders":"","keywords":"Durability; Moisture; Cross laminated timber; Structural engineering; Wetting; Climate zones; Materials science; Environmental science; Civil engineering; Geotechnical engineering; Engineering; Composite material; Geology","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":[0.0004905711,0.0003563948,0.0003406054,0.0002953195,0.000399975,0.0002005585,0.0003600648,0.000339579,0.0009349536],"category_scores_gemma":[0.0003882761,0.0001952656,0.0002569055,0.0002084337,0.0002985234,0.0003091316,0.0001888958,0.0003622247,0.0003021],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001984764,"about_ca_system_score_gemma":0.0001437523,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001820859,"about_ca_topic_score_gemma":0.003541775,"domain_scores_codex":[0.9998362,0.00002210147,0.0000064685,0.00004895328,0.00005379111,0.00003251104],"domain_scores_gemma":[0.999413,0.0001852433,0.00005755621,0.00007017425,0.0002046752,0.0000693682],"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":[0.001478894,0.001257452,0.03003124,0.0001585488,0.00003138409,0.0004831756,0.0006453056,0.01299618,0.9357551,0.0001311981,0.0004190015,0.01661251],"study_design_scores_gemma":[0.0001598393,0.01881216,0.3584582,0.00004276804,0.000099954,0.0005168519,0.001258646,0.04487926,0.5728469,0.0002042608,0.002657215,0.00006392957],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992391,0.0000131577,0.0004211433,0.000002652575,0.000002189382,0.000008979746,0.00005320681,0.00001167395,0.0002480389],"genre_scores_gemma":[0.9988542,0.00001975553,0.0005494953,0.000004328371,0.000001914033,0.000009641885,0.0001063441,0.000005364445,0.0004490165],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001820859,"threshold_uncertainty_score":0.003620505,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01501331288784644,"score_gpt":0.2464288804500087,"score_spread":0.2314155675621622,"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."}}