Governing a sub/urban planet
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 paper evaluates Roger Keil's influence on the fields of urban and regional governance and suburban studies, underscoring his foundational contributions and identifying pathways for future sub/urban research. We trace Keil's intellectual trajectory from his early work on metropolitan politics and new regionalism in Los Angeles to his later engagement with the evolving landscapes of twenty-first-century global suburbanization. Through this progression, we demonstrate how his scholarship illuminates the intricate co-constitutive relationship between sub/urban governance and extended urbanization. Cutting through rote critique and caricature, we argue that Keil's research, theoretical interventions, and activism on the urban periphery have consistently opened new lines of inquiry while offering generous analytical tools and provocations to probe our possible urban futures. Essential to his approach is a distinctive interdisciplinary sociospatial perspective that critically interrogates the dialectics of suburbanization–suburbanism, decenters the city within critical urban studies, and situates urban knowledge production at the intersection of global urban processes and politics on the street. In an ‘urban age’ that is increasingly characterized by the suburban, Keil's work offers a vital foundation for researchers, scholar-activists, and practitioners seeking to develop deeper insights into post-city urban worlds where diverse, transformative sub/urban politics and polities continue to emerge.
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 | 0.001 |
| 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 | 0.001 |
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