The Gardiner SkyPark: continuous productive urban landscape as infrastructure
Bibliographic record
Abstract
The concept of Continuous Productive Urban Landscapes (CPUL) was introduced by Andrè Vilijoen and Katrin Bohn in 2004. This thesis project tests the application of the CPUL concept to Toronto, a densely developed North America winter city. It examines: 1. The challenges, limitations and opportunities of an existing high-rise city fabric as a platform for creating new coherent, continuous and active pedestrianized landscapes by reclaiming unused and under-utilized spaces. 2. The implications of merging reclaimed spaces with existing circulation arteries and infrastructure, to improve, invigorate and strengthen connections in the city. Through an iterative research and design exercise, which discovered many hidden potentials within the CPUL framework, this project is able to demonstrate how a linear park system is capable of seamlessly reconnecting a severed Toronto’s waterfront to the dense downtown core. Such projects can substantially benefit community life, and offer new and meaningful forms of urban connectivity that are sustainable and productive.
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 | 0.001 |
| Insufficient payload (model declined to judge) | 0.001 | 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".