National Femininity Used and Contested: Women’s Participation in the Nationalist Underground in Western Ukraine during the 1940s-50s
Bibliographic record
Abstract
Abstract: In the 1940s and 1950s, thousands of Ukrainian women joined the underground nationalist movement on west Ukrainian lands as members of the Organization of Ukrainian Nationalists (OUN) and the Ukrainian Insurgent Army (UPA). However, their experiences and contributions to this movement remain understudied, marginalized and trivialized in historical research. A study of personal testimonies of former female insurgents allows one to question the established perception that women served only in auxiliary and secondary roles in the nationalist organizations. This paper examines whether the concept of normative femininity—as constructed by the nationalist ideology—actually corresponded to the women’s real life experiences in the underground. It explores the variety of ways in which a traditional notion of femininity was maintained, broadened, negotiated, contested and transgressed through women’s active involvement in guerrilla war. Keywords: Ukrainian Women, Militarism, Nationalist Underground, Femininity, OUN, UPA
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.007 | 0.007 |
| Scholarly communication | 0.003 | 0.002 |
| Open science | 0.001 | 0.003 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.002 | 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".