{"id":"W4380449509","doi":"10.52202/069179-0324","title":"IN-PLANE DEFLECTION OF CROSS-LAMINATED TIMBER DIAPHRAGMS","year":2023,"lang":"en","type":"article","venue":"","topic":"Wood Treatment and Properties","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; Alberta Innovates; FPInnovations","keywords":"Structural engineering; Perpendicular; Cross laminated timber; Stiffness; Deflection (physics); Finite element method; Materials science; Parametric statistics; Engineering; Geometry; Physics; Mathematics; Optics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002113126,0.0002751547,0.000163474,0.0001900187,0.0001089068,0.0002149291,0.0002668997,0.0002991448,0.001150797],"category_scores_gemma":[0.0004131201,0.0001556025,0.0001579261,0.0001204482,0.0002024573,0.0001903848,0.0001902924,0.0001513819,0.0002140418],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001274177,"about_ca_system_score_gemma":0.0001258157,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002984426,"about_ca_topic_score_gemma":0.000548765,"domain_scores_codex":[0.9998659,0.00001737327,0.000006258393,0.00002521553,0.00006605904,0.00001913923],"domain_scores_gemma":[0.9998239,0.00006348542,0.00003584707,0.00003206857,0.00003399254,0.00001073636],"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":[0.0002848309,0.0001142616,0.01946249,0.0001841363,0.00002792066,0.0009997861,0.0002486038,0.1354686,0.7965128,0.0011346,0.0003187445,0.04524307],"study_design_scores_gemma":[0.00001721207,0.0005743321,0.06504171,0.00003698534,0.00002030659,0.00107792,0.000267786,0.6207599,0.3091964,0.0006381069,0.002329496,0.00003981681],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9653121,0.0001705432,0.03097433,0.0000206961,0.00001411319,0.00001246727,0.0001472677,0.00009637316,0.003252089],"genre_scores_gemma":[0.997405,0.0000503227,0.001935225,0.000003565248,0.000001379959,0.00000260473,0.00004276639,0.000005066886,0.000553955],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001150797,"threshold_uncertainty_score":0.003849745,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01516834833447579,"score_gpt":0.2529622972055158,"score_spread":0.2377939488710401,"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."}}