Mega-events and urban regeneration in Rio de Janeiro: planning in a state of emergency
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
This article examines the role of sporting mega-events in the reconfiguration of the urban landscape, to understand some of their impacts upon social groups directly affected by large projects involved in the construction of the so-called ‘Olympic City’. It studies the case of Rio de Janeiro, which will host the 2014 football World Cup and the 2016 Summer Olympic Games. The article seeks to demonstrate how mega-events are being instrumentalized by local political and economic elites, especially by a coalition of ambitious civic leaders, private entrepreneurs, and local real estate interests, who exploit the event-related sense of urgency, mobilization, and consensus in order to remake the city in their own image. Through the study of a series of projects conceived with the mega-events deadline in mind, and with a special emphasis on Porto Maravilha’s port revitalization project, the article shows how such an event-led planning model fosters an exclusive vision of urban regeneration. It sustains that such vision can open the way for the state-assisted privatization and commodification of the urban realm, and promote the rise of a new, ‘exceptional’ form of neo-liberal urban regeneration in the Latin American landscape, which serves the needs of capital while exacerbating socio-spatial segregation, inequality and social conflicts.
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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| 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