A Double Dispossession: The Crimean Tatars After Russia's Ukrainian War
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
Genocide and genocidal political processes have been used by the Russian state for decades—if not centuries—as a technique of self-colonial rule intended to eliminate “dissident” ethnic identities. Within this context, the historical fate of the Crimean Tatars is surely a unique one. Despite Soviet obstructions, the Crimean Tatars eventually returned to their homeland in Crimea after suffering forced deportations and genocide at the hands of the Soviet government. Now, 70 years after their deportation and genocide by Stalin, the Crimean Tatars are still fighting for justice. Defined as an autonomous group in their own land under the Ukrainian government, the Tatars found themselves in an even more precarious position when they were forcibly transplanted back into Putin’s Russia after the 2014 Russian annexation of Crimea. In a Russian state that continues to resort to the deportation and the repression of “dissident” or otherwise politically suspect ethnic minorities, Crimean Tatars risk not only new repressions and injustices but a continuation of genocidal political and social repression.
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 | 0.001 | 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 | 0.000 |
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