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 essay holds a conversation with Denise Ferreira da Silva’s book, Unpayable Debt. Ferreira da Silva describes Unpayable Debt as a Black feminist reading tool that stages the onto-epistemological conditions for the unrelenting persistence of the Colonial and the Racial—modalities of power and violence—in the present, in/as global capital. A major part of the work performed by Ferreira da Silva with this reading tool is the re/de/composition of a Marxian theory of value. This work is intended to show that Marx’s analysis conceals gendered and racialized violence in the way it renders the dynamic of capitalist accumulation. In concurring with the urgency of Ferreira da Silva’s question and ensuing interrogation, I offer a different way of reading Marx’s theory of value, as a theory that illuminates how capital comes to mediate gendered and racialized subjugation, sustaining it through its dissimulation.
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 | 0.001 | 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 | 0.001 |
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