Imperial Challengers: Tsarist Responses to Armenian Raids into Anatolia, 1875–90
Why this work is in the frame
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Bibliographic record
Abstract
This article considers Russo‐Armenian political ties in the last quarter of the nineteenth century. It focuses on the rise of a diverse Armenian nationalist movement in the South Caucasus, the most prominent faction of which strove to aid the Armenians of the neighboring Ottoman Empire. Whereas the concept of Armenian nationalism in the late nineteenth century is often considered within the context of the professional revolutionary parties that characterized organized political activism of the era, this article highlights the actions of Armenian student groups and small vigilante circles, which furtively crossed from Russian territory into Ottoman domains to assist and avenge their compatriots. I argue that Russian officials struggled to define and diminish Armenian political and cultural self‐determination, resulting in a patchwork of policies and efforts that rarely yielded the political and interethnic stability that the state sought in the South Caucasus.
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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 | 0.002 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.004 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 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