Elbow River Cable-Stayed Bridge, Calgary, 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
Elbow River Bridge is a single-span, cable-stayed bridge spanning the Elbow River near Downtown Calgary, Alberta. The bridge has a span of 48.5 metres (m) and is the first vehicular cable-stayed bridge in Alberta. Limiting roadway elevations at the top of the deck and free-board limits at the bottom left very little room for deck thickness. A cable-stayed bridge was suggested as an option by the design team, as it reduced the deck-thickness requirement and eliminated the need for a pier in the river, which also helped with the tight construction schedule. The project delivery method was similar to design-build except that both the consulting engineer (CH2M HILL) and the contractor (Graham Construction) were hired by the owner. This paper describes the different aspects of the bridge's design and construction, including the selection and design of main components, analysis of the bridge, and interaction between design and construction.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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 | 0.001 |
| Insufficient payload (model declined to judge) | 0.002 | 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