{"id":"W4381163641","doi":"10.32920/23541894.v1","title":"The Impact of Variability in Moisture Storage Properties of Wood Based Sheathing on Enclosure Durability Due to Temperature and Weather-Based Ageing","year":2023,"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 Toronto","funders":"","keywords":"Sorption; Durability; Moisture; Work (physics); Enclosure; Environmental science; Water content; Materials science; Composite material; Geotechnical engineering; Chemistry; Engineering; Mechanical engineering","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":[0.0005254654,0.0002070309,0.0002425157,0.000228349,0.0001551539,0.0004063805,0.0002180409,0.0002624259,0.0006577919],"category_scores_gemma":[0.001425533,0.0001527804,0.0002499245,0.0002336666,0.0001881704,0.0003296501,0.0002177843,0.0002696467,0.0001749744],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002069629,"about_ca_system_score_gemma":0.00007229018,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009578632,"about_ca_topic_score_gemma":0.001393216,"domain_scores_codex":[0.9996777,0.00005007383,0.00002761426,0.00007864568,0.0001233248,0.00004264293],"domain_scores_gemma":[0.9984161,0.0007379965,0.0003337006,0.0002277911,0.0002196294,0.00006480268],"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":[0.0007092518,0.000141189,0.06115096,0.00007289456,0.00007745945,0.0002541469,0.0001989725,0.009983853,0.914003,0.00005456282,0.00008752514,0.0132662],"study_design_scores_gemma":[0.000006002021,0.001515794,0.4915539,0.000007165901,0.00007328902,0.0003975797,0.0001576483,0.0164258,0.4892671,0.00005455553,0.0005086383,0.00003260332],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991469,0.00003531076,0.0005287223,0.000002832559,0.000002115135,0.000002578321,0.0001036986,0.00001144603,0.0001662824],"genre_scores_gemma":[0.9996144,0.00001545338,0.000159135,0.000002631403,8.418061e-7,0.000002270664,0.00008602556,0.000008147016,0.0001111699],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009578632,"threshold_uncertainty_score":0.002778947,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02007025770605199,"score_gpt":0.2384024819646281,"score_spread":0.2183322242585761,"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."}}