Beyond Neoliberalism: A Policy Agenda for a Progressive City
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
The urban crisis—poverty and inequality, un—and under-employment, inadequate and unaffordable housing and public transportation, pollution and climate disasters—is the result of the failure of the neoliberal agenda to produce adequate funds and capacities to ensure the provision of services necessary for the city to function and its residents to thrive, especially the most vulnerable, and increasingly, the middle class. In the last few years, there appears to be a potential for a new more radical direction in urban policy. Yet, urban scholars and practitioners have been slow to notice the new possibilities that reopens the question of whether cities may engage in redistributive policies. In reviewing the history and current practice of progressive politics and policy in cities, this paper explores what a policy agenda for a progressive city might entail and identifies themes and questions for a renewed urban politics research agenda.
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) | 0.001 | 0.001 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 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