{"id":"W4415183406","doi":"10.1007/978-3-031-96767-2_6","title":"Numerical Investigation of Elastic Lateral Torsional Buckling Behaviour of Two-Ply Built-Up Wooden Beams","year":2025,"lang":"en","type":"book-chapter","venue":"Lecture notes in civil engineering","topic":"Structural Analysis of Composite Materials","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Buckling; Beam (structure); Fastener; Stiffness; Finite element method; Slip (aerodynamics)","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":[0.0001942735,0.0002774741,0.0004004906,0.0004617342,0.0004417186,0.0004358728,0.0007469342,0.0008240353,0.004256595],"category_scores_gemma":[0.0008290732,0.0002946564,0.0003122289,0.0004702763,0.0006824811,0.0003870036,0.0003994204,0.0003380779,0.000264751],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003861249,"about_ca_system_score_gemma":0.0003604174,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005115937,"about_ca_topic_score_gemma":0.007239762,"domain_scores_codex":[0.9999106,0.00001376378,0.000003784228,0.00001224818,0.00003451823,0.00002499905],"domain_scores_gemma":[0.9994082,0.0003544176,0.00006751701,0.00004490051,0.00007626181,0.00004868283],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002214225,0.0002094413,0.004497217,0.0001294921,0.00003829829,0.0003989944,0.0001752966,0.9534677,0.02781093,0.002606302,0.0005594687,0.009885345],"study_design_scores_gemma":[0.00001232049,0.00006398341,0.001925784,0.0000062861,0.000005787726,0.00003515054,0.00005756297,0.9954095,0.002100733,0.0002075524,0.0001677716,0.000007510516],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9782342,0.0001640339,0.007128036,0.00008645029,0.00002070676,0.00001734148,0.000174699,0.0001236403,0.01405076],"genre_scores_gemma":[0.9948294,0.00004508926,0.002633402,0.00001419157,0.000003293826,0.00000996363,0.00006773078,0.00001495983,0.002381997],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005115937,"threshold_uncertainty_score":0.01423979,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006967605621680021,"score_gpt":0.209635053882323,"score_spread":0.2026674482606429,"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."}}