Bibliographic record
Abstract
Preface Introduction / Rianne Mahon and Roger Keil Part 1: The Scalar Turn 1 A Thousand Leaves: Notes on the Geographies of Uneven Spatial Development / Neil Brenner 2 Is Scale a Chaotic Concept? Notes on Processes of Scale Production / Byron Miller 3 Why the Urban Question Still Matters: Reflections on Rescaling and the Promise of the Urban / Stefan Kipfer Part 2: Political Scales 4 Avoiding Traps, Rescaling States, Governing Europe / Bob Jessop 5 Scaling Government to Politics / Warren Magnusson 6 Producing Nature, Scaling Environment: Water, Networks, and Territories in Fascist Spain / Erik Swyngedouw 7 Getting the Scale Right? A Relational Scale Politics of Native Title in Australia / Richard Howitt Part 3: Re/Productive Scales 8 The Cult of Urban Creativity / Jamie Peck 9 State Spaces of After Neoliberalism: Co-Constituting the New Zealand Designer Fashion Industry / Wendy Larner, Nick Lewis, and Richard Le Heron 10 Public Health and the Political Economy of Scale: Implications for Understanding the Response to the 2003 Severe Acute Respiratory Syndrome (SARS) Outbreak in Toronto / S. Harris Ali and Roger Keil 11 Of Scalar Hierarchies and Welfare Redesign: Child Care in Four Canadian Cities / Rianne Mahon Part 4: The Scale of Movements 12 The Spatiality of Contentious Politics: More than a Politics of Scale / Helga Leitner and Eric Sheppard 13 Regional Resistances in an Exurban Region: Intersections of the Politics of Place and the Politics of Scale / Gerda R. Wekerle, L. Anders Sandberg, and Liette Gilbert 14 Revolutionary Cooks in the Hungry Ghetto: The Black Panther Party's Biopolitics of Scale from Below / Nik Heynen 15 The Empire, the Movement, and the Politics of Scale: Considering the World Social Forum / Janet Conway Conclusion / Rianne Mahon and Roger Keil References Contributors
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 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.003 | 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".