The Destruction of Identity: Cultural Genocide and Indigenous Peoples
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
International law defines genocide in terms of violence committed “with intent to destroy, in whole or in part, a national, ethnical, racial or religious group,” yet this approach fails to acknowledge the full impacts of cultural destruction. There is insufficient international discussion of “cultural genocide,” which is a particular threat to the world's indigenous minorities. Despite the recent adoption of the UN Declaration on the Rights of Indigenous Peoples, which acknowledges the rights to culture, diversity, and self-determination, claims of cultural genocide are often derided, and their indicators dismissed as benign effects of modernity and indigenous cultural diffusion. This article considers the destruction of indigenous cultures and the forced assimilation of indigenous peoples through the analytical lens of genocide. Two case studies—the federally unrecognized Winnemem Wintu tribe in northern California and the Inuit of northern Canada—are highlighted as illustrative examples of groups facing these challenges. Ultimately, this article seeks to prompt serious discussion of cultural rights violations, which often do not involve direct physical killing or violence, and consideration of the concept “cultural genocide” as a tool for human rights promotion and protection.
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 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.009 | 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