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
During the winter of 2020, Toronto resident Khaleel Seivwright, began to construct small mobile shelters to provide insulation and privacy to unhoused residents living outdoors. Conditions produced by the COVID-19 pandemic increased demand on the city’s already underfunded and strained shelter system, subsequently accelerating development of encampments in parks throughout the city. From the outset, these “tiny shelters” served as a flashpoint in public discourse on the question of the relative health, safety, and beauty of unhoused privacy. Drawing on media coverage of Seivwright’s case, we address the question of the private persona as it emerges in relation to the unhoused, and to the practices of violent expropriation which daily police their existence. By examining the news discourses produced about Sievwrights tiny shelters, we interrogate how Sievwright’s public persona came to represent encampment residents as well as himself subsequently emerging as a boundary subject mediating the contradictory relations immanent to domesticity: between public and private space and public and private identity. Our analysis asks how the limits of privacy are actively imposed and managed under capitalism: who is allowed to have domestic space, where is that domestic space allowed to exist, and crucially what public personas emerge in relation to practices departing from the normative bounds of capitalism’s public/private distinction? Using critical discourse analysis (CDA), we examine the ways in which public personas are mediated by individuals and media institutions at the same time as addressing how personas themselves intervene in this process. CDA directs us to ask how personas are constituted through language. This emphasis on persona as both outcome of relations of power and as mediator in its own right permits us to address figures who are conventionally denied personas while simultaneously complicating and challenging the meanings behind domesticity within capitalist cities.
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 | 0.001 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.002 | 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) | 0.000 | 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