FEMA P-58 SEISMIC PERFORMANCE ASSESSMENT OF THE NEW ST. PAUL'S HOSPITAL, VANCOUVER, CANADA
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
The new St. Paul’s Hospital, currently under construction in Vancouver, is designed as a post-disaster facility in accordance with the 2019 Vancouver Building By-law (building code). Post-disaster design for earthquake loading per the building code provisions involves the use of an importance factor of 1.5 and limiting interstorey drifts to 1%, amongst other requirements to limit irregularities. As the hospital will play an essential role in the post-earthquake response and recovery of the community, additional assessments beyond the requirements of the building code were conducted to better predict the post-earthquake performance of the facility. The assessment methodology as outlined in the FEMA P-58: Seismic Performance Assessment of Buildings was utilized to assess the facility’s performance based on its specific site characteristics, structural and non-structural components, medical equipment, and occupancy. This paper presents an overview of two methods that were used to determine and then present and summarize the FEMA P-58 assessment’s outputs to various stakeholders: 1) floor-by-floor breakdown of repair costs and repair times for various component groups with emphasis on equipment crucial to post-earthquake functionality of the facility 2) component-by-component damage state data breakdown translated from numbers into written statements. This information helped various technical and non-technical stakeholders including the design professionals understand the impact of seismic damage and confirm/improve design decisions.
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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 | 0.001 |
| 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