“After All of it, She is Here”: Gender, Identity, and Empowerment in Women’s Ravensbrück Memoirs
Bibliographic record
Abstract
This paper examines how gender and identity function in the personal memoirs of female Holocaust survivors. The memoirs of Nanda Herbermann and Sara Tuvel Bernstein, two survivors of Ravensbrück, the Nazis' concentration camp for women, are explored as case studies of how feminine gender identity influenced female inmates' experiences and recollections of life in Nazi concentration camps. The different backgrounds of these women, as a German Catholic and a Jew, respectively, also affected their lives as inmates, and influenced how they constructed their personal narratives and identities through memoirs. Thus, gender and other aspects of personal identity intertwined both during their time in Ravensbrück and in their writings of their experiences. Their memoirs, moreover, serve as means of personal empowerment as they rewrote themselves into history on their own terms. These memoirs, therefore, enhance our understanding of the gendered and the personal dimensions of the Nazi concentration camp systems and the Holocaust.
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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 | 0.003 | 0.005 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.010 | 0.019 |
| Scholarly communication | 0.005 | 0.005 |
| Open science | 0.001 | 0.005 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.003 | 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".