Northeast Anthony Henday Drive / Yellowhead Trail System Interchange
Bibliographic record
Abstract
<p>The Northeast segment of Anthony Henday drive is the final leg Edmonton’s ring road. The project was delivered on a Public-Private-Partnership (P3) basis and was opened to traffic on October 1, 2016. Yellowhead Trail (Hwy 16) is the northern leg of the TransCanada Highway and connects to Anthony Henday Drive via a three level systems interchange that required the construction of fourteen bridges including two free flowing, third level curved directional ramps. Complicating the design already challenged by the interchange geometry was the proximity to adjacent rail yards and to numerous oil refineries. The adjacent refineries require a large number of supply pipelines that restricted pier placement, with one site having 17 large diameter pipelines crossing on various alignments under a single bridge. Further complicating the site was the presence of an abandoned coal mine under two of the bridges. The challenge was to design all of these structures while accommodating these numerous constraints using a P3 delivery model where construction needed to begin prior to the completion of the final design. This paper will review the numerous design challenges that were encountered and identify the innovative solutions that were used to solve these challenges.</p>
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.
How this classification was reachedexpand
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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".