The strategy of the organisation of Ukrainian nationalists in its quest for a sovereign state, 1939–1950
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
The armed resistance offered by the Organization of Ukrainian Nationalists (OUN) to the Soviet state was the toughest internal political challenge that the Soviet regime faced from World War II to the 1980s. However, OUN’s grand strategy was based on self-delusion and was, therefore, always irrational. It resulted in misinterpretation of the sentiments of Ukrainians and the international situation, collaboration with Nazi Germany despite incompatible goals, counterproductive ethnic violence and sweeping terror against alleged Soviet collaborators. Local civilians rather than the representatives of the Soviet regime were OUN’s primary target; this alienated most residents of Western Ukraine.
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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 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 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