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 introduces the symposium on Glen Coulthard’s Red Skin, White Masks . It begins by situating the book’s publication in the wake of the extensive mobilisations of the Idle No More movement in Canada in 2012–13. Coulthard’s strategic hypotheses on the horizons of Indigenous liberation in the book are intimately linked to his participation in these recent struggles. The article then locates Red Skin, White Masks within a wider renaissance of Indigenous Studies in the North American context in recent years, highlighting Coulthard’s unique and sympathetic extension of Marx’s critique of capitalism, particularly through his use of the concept of ‘primitive accumulation’. Next, the article outlines the long arc of the argument in Red Skin, White Masks and the organisation of the book’s constituent parts, providing a backdrop to the critical engagements that follow from Peter Kulchyski, Geoff Mann, George Ciccariello-Maher, and Roxanne Dunbar-Oritz. The article closes with reflections on Coulthard’s engagement with Fanon, who, besides Marx, is the most important polestar in Red Skin, White Masks .
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) | 0.003 | 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