Red Skin, White Masks: Rejecting the Colonial Politics of Recognition, by Glen Sean Coulthard
Bibliographic record
Abstract
This review describes Coulthard's use of the work of Frantz Fanon and Karl Marx to provide an assessment of ongoing settler colonialism in Canada and elsewhere. Critiquing the “politics of recognition” represented by Charles Taylor and illustrating the shift from projects of assimilation and overt cultural genocide to those of reconciliation and apology, Coulthard warns that such projects continue rather than alter psyscho-affective attachments to colonialism and its dispossession of land and resources. Coulthard looks to the work of Indigenous thinkers and traditions as well as to struggles such as Idle No More to offer succinct, perceptive political analysis. Coulthard's use of Marx's notion of “primitive accumulation” is insightful, complementing his argument that colonialism in the form of a “politics of recognition” indicates a shift in the role of violence. Coulthard's critique of Fanon's approach to culture and the sharp distinction between land and labor opens questions that require further investigation.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.003 | 0.006 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.004 | 0.011 |
| Scholarly communication | 0.006 | 0.006 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.004 | 0.004 |
| Insufficient payload (model declined to judge) | 0.002 | 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".