Olympic Villages and Large-scale Urban Development: Crises of Capitalism, Deficits of Democracy?
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
Mega-events like the Olympic Games are widely regarded as key opportunities for cities to accelerate large-scale urban development projects through the construction of Olympic Villages. However, in the current global financial climate, these debt-financed urban renewal strategies are not without significant risk for both public and private partners. This article examines how, as a result of the 2008 economic crisis and a number of undisclosed local political commitments, Vancouver inherited the entire responsibility for the construction of the 2010 Winter Olympic Village. In turn, I raise some political questions about the democratic limitations of the entrepreneurial urban policy-making context and the disproportionate transfer of financial risk associated with these developments to the public sector. Finally, I draw parallels between the experiences of Vancouver and the relatively successful public-private partnership for the 2000 Olympics in Sydney, and the recent government bailout of the Olympic Village development in London.
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 | 0.001 |
| 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 it