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 article reads several works of African American literature that depict the urban roofscape as a site of contemporary fugitive praxis, made in and against the enclosures of 20th century urban space. The forms of freedom rehearsed on the roof are intersecting, overlapping and, at times, contradictory. Ultimately, I argue that the roofscape offers an analytic object through which to explore the thorny questions of property, gender, enclosure, and mobility—questions that enrich and complicate the study of fugitive geographies and their use as models for escaping and living outside of the violent enclosures of gendered racial capitalism. The multivalence of the rooftop provides an opportunity to dwell with the complex questions of fugitive method: What forms do geographies of fugitivity take? Who do they limit or enable? And under what conditions? How do fugitive geographies both sustain and break from the social, political, and economic relations from which their producers flee?
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) | 0.000 | 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