Terry Fox Drive, March Road to Kanata Avenue - Environmental Achievement Award Submission
Bibliographic record
Abstract
The 5.4 kilometre extension of Terry Fox Drive was designed and constructed as a four-lane modified urban cross-sectional roadway with signalized intersections including a two-lane portion of the ultimate four-lane cross-section through virgin forest, connecting two arterial roadways, which replaced the aging two-lane roadway. The extension passes through the rocky ridges of the South March Highlands, creating a new gateway to northern Kanata, Ontario. This road was long planned for, and was intended to replace the rapidly failing and inadequate Goulbourn Forced Road, which many commuters use daily. The fast-tracked project, shared by three tiers of government to stimulate the local economy, the much needed extension to Terry Fox Drive improves the ability of commuters, including pedestrians and cyclists, to safely reach their destinations, while respecting the ecological sensitivities of the forests, creeks and wetlands along the way. Significant engineering and environmental challenges were met with innovative cost-effective solutions, several of which are „firsts in Ontario. Reducing the impact of the road through provincially significant wetlands involved exchanging four stormwater ponds with advanced swirl separation chambers built into the roadbed, effectively narrowing the roadbed and overall impact of the road on the ecosystem. Bisecting the wildlife corridors presented a significant risk to Species at Risk, notably the wild American Ginseng plant and Blanding s turtle. Through the use of a wildlife guide system of culverts and fencing within the road design, this risk was eliminated. With this innovation and cutting-edge road ecology research, Dillon s design was able to protect the ecosystems around the road, and ensure the safety of the travelling public and wildlife. A significant benefit to altering the road profile, managing the ecosystem, and building out the ultimate footprint, allowed the City to effectively manage the risk of future expansions. Despite the terrain, the project was complete and the road opened to traffic by July 21, 2011, just 30 months after receiving the assignment.
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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 | 0.002 | 0.000 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.004 | 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".