The secret police and the campaign against Galicians in Soviet Ukraine, 1929–1934
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
In 1929–1934 Galician intellectuals who emigrated to Soviet Ukraine from abroad were subject to mass repression. This article demonstrates how the party and the Soviet secret police discredited and eliminated this intelligentsia. Leading party officials perceived Galicians as possessing a strong sense of national identity and internal unity, and therefore an obstacle to plans for homogenizing Soviet Ukraine. The research draws on Ukrainian periodicals published in the early 1930s, on files relating to two major group criminal cases that were conducted in the early 1930s and that are now available to scholars in the Security Service archives of Ukraine (the former Soviet secret police archives), and on recent scholarship in the field. The archival evidence demonstrates that the cases were fabricated and the charges against Galicians were constructed as part of a planned “anti-nationalist” campaign.
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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 | 0.001 | 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 | 0.001 |
| 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