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
Abstract This article interrogates the dominant cultural narrative of gentrification and its deployment and resignification by Richard Price’s novel Lush Life (2008), set in the historic immigrant neighbourhood of the Lower East Side in 2002. Drawing upon theories of urban development and urban history by Neil Smith, Liz Bondi, Christopher Mele and Richard Lloyd, this article argues that Lush Life (2008) dramatizes the violent underpinnings of gentrification. At the same time, Price’s text ironizes contemporary urban redevelopment strategies that resignify and market gritty subcultural and ethnic differences as style in the service of real-estate speculation. What Price’s novel endeavours to show is that in the midst of disorienting social and physical change, urban subjects construct psychogeographies that reinforce personal and social boundaries. They gravitate towards residual signifiers of history and ethnic identification, which capitalist development itself unearths and reanimates, believing they might hold the key to establishing a stabilizing geographical rootedness at the very moment that dominant cultural and physical meanings of place are being upended.
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) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 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