Shelter in Place
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
In this article, we interrogate the representation and construction of public park space in a settler colonial city: Toronto/Tkaronto. First, we draw on the relationship between urban neoliberalism and prudentialism to demonstrate the way public health authorities in Toronto/Tkaronto promoted a neoliberal ideology of prudentialism that emphasized individual action (e.g., social distancing, personal hygiene, sheltering in place) in response to the COVID-19 pandemic. Second, we consider the extent to which this response congealed and combined with broader anxieties that were used to manage more than the virus. We focus specifically on the way these anxieties took hold in public park space, and in particular the response to encampment communities. We theorize prudentialism, as an instrument of the white settler state, to interrogate the twin processes of organized abandonment and organized violence (Gilmore 2022), which were made visible in the treatment of unhoused people amidst the pandemic in an affluent and seemingly progressive city in a nation now known as Canada. Recognizing that COVID-19 has afflicted global cities marred by real estate speculation and the continual reliance on the commodification of Indigenous Land, which has made homelessness and urban displacement a lived condition for some, we argue that public health crises result not from—and thereby cannot be solved by—prudential responsibilization, but from the willful ignorance of the neoliberal, capitalist white settler [real estate] state (Stein 2019).
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 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 0.002 |
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