Bibliographic record
Abstract
What role do sporting spectacles play in the making of a 'worldclass' city?Indy Dreams and Urban Nightmares examines the conflict that arose between a Vancouver community and the civic boosters who wanted to move the Molson Indy Vancouver motorsport event to their neighbourhood park.Arguing that such events are simply a matter of economic and cultural 'common sense,' the civic boosters promoted the Indy spectacle as a means of gaining 'world-class' status for the city.Against this background, Lowes explores the complex relations between major league sport, urban landscape, and civic identity.He argues that the capacity to articulate a city's 'vision' for itself is an important manifestation of power and ideology, and a notable point of struggle in contemporary urban life.This encompasses much larger issues related to the struggle over urban public space and the legitimacy of a particular narrative of urban growth and civic identity -one that increasingly privileges the consumer over the citizen.Provocative and engaging, this study examines the impact of major sports events on urban centres, and shows how urban public culture is defined and shaped by competition for the right to conceptualize, control, and experience a city's public spaces.
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 machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.003 | 0.002 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.737 | 0.476 |
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; the direct Gemma label and the distilled Codex classifier agree on what is shown here.
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".