Numerical and analytical research of CLT shear wall structures considering the influence of orthogonal wall connections
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Bibliographic record
Abstract
The objective of the research was to explore the influence of the orthogonal wall connections (OWC) on the response of platform-type cross-laminated timber (CLT) shear wall structures through analytical and numerical approaches. A comparative study of analytical stiffness models for a perpendicular wall system, i.e., perpendicularly connected CLT shear walls, was carried out, to numerically quantify the contribution of the OWC stiffness to the global lateral stiffness. Subsequently, parametric analyses were conducted on a two-story CLT building with varying OWC strengths/stiffness subjected to cyclic loading. Improved lateral resistance in two orthogonal directions of the building was observed by increasing the OWC strength/stiffness. Furthermore, buildings with moderate OWC strength/stiffness exhibited favorable ductility.
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Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it