TALLWOOD 1: LESSONS LEARNED ON COMPLETION OF CANADA'S FIRST 12 STOREY TIMBER-STEEL HYBRID BUILDING
Why this work is in the frame
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Bibliographic record
Abstract
This paper presents the design considerations and construction challenges for the District 56 Tallwood 1 project; a 12 storey mixed-use steel-timber hybrid tower constructed in the South-West region of British Columbia, Canada. The project was completed in 2022 and is located in a region with some of the highest seismic demands in the country. The structural systems made use of pre-fabricated timber and steel components with the goal of decreasing onsite assembly time. This paper describes the structural systems chosen to resist both gravity and lateral loads, design for fire resistance, robustness, and lessons learned during construction.
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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