The Quarters Downtown - Transforming Edmonton's Downtown Core
Bibliographic record
Abstract
The Quarters Downtown is an urban redevelopment initiative located in Edmonton, Alberta on the east side of the downtown core. The Quarters Downtown has been in the development and planning stages since 2005 and the focal point of the development is a four block custom streetscape known as the Armature. The streetscape has public realm space for pedestrians, bike lanes for cyclists, transit facilities (bus and future light rail) crossing perpendicular and it accommodates vehicles but at the lowest priority. This corridor is also a link for the communities from the north to access the river valley to the south. It is scheduled to be completed fall 2015. The Quarters Downtown area was Edmonton’s first commercial district. This area has had various types of development over the last 100 years and now consists of a significant number of unused buildings, lots and surface parking lots. Through the design and construction of the Armature the private, public and transportation spaces are integrated. Within the public realm, low impact drainage is included with the use of soil cells and other custom street furnishings are included to assist in making the Armature a place to gather and meet. The design of the Armature considers pedestrians first with the use of flush curbs, minimization of crossing distances for pedestrians and a design of the roadway to minimize the amount of vehicle traffic. Cyclists are accommodated through bike lanes and transit crosses the Armature making it easy to access the area without a vehicle. The development of the Armature will be the focal point of the Quarters community and has already attracted a world class hotel and other mixed-use developments are in the planning stages including an artist center with residences above.
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 | 0.003 | 0.000 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| 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".