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Record W4309077180 · doi:10.1080/0023656x.2022.2146077

‘A female voice is instrumental’: gender, propaganda, and coerced labor on the Eastern Front, 1943-1945

2022· article· en· W4309077180 on OpenAlex
Deborah Barton

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.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.

Bibliographic record

VenueLabor History · 2022
Typearticle
Languageen
FieldSocial Sciences
TopicEuropean history and politics
Canadian institutionsUniversité de Montréal
Fundersnot available
KeywordsGermanContext (archaeology)Front (military)World War IIGender studiesFirst world warSpanish Civil WarPolitical scienceSociologyLawHistoryGeographyAncient history

Abstract

fetched live from OpenAlex

This article examines the role of local, female propagandists utilized by the German army on the Eastern Front during WWII. Although the work they undertook aligned with postwar notions of collaboration, the propagandists’ experiences at the hands of the Wehrmacht, in a context of a violent war and repressive occupation, constitutes coerced labour in multiple forms. Regardless of the women’s motivations for working for the Wehrmacht, they entered a relationship of domination and dependence with the occupation force. While female propagandists numbered far fewer than their male counterparts, they held a particular importance for German high command who believed that their “feminine” traits, such as empathy and charm, helped the Wehrmacht influence and control the largely female civilian population. At the same time, their work on the frontlines encouraging Red Army soldiers to defect crossed traditional gender boundaries. In this task too, the women were valued for their gender with German authorities believing that Soviet soldiers, largely deprived of female contact, would be particularly receptive to the charm of a woman’s voice. Such coerced labor on behalf of the Wehrmacht rendered these women vulnerable not only to German violence, but also to Soviet accusations of collaboration and its associated reprisals.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

Full frame distilled prediction

Teacher imitation

Not 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.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies, Insufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.526
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0010.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0030.000

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.

Opus teacher head0.048
GPT teacher head0.258
Teacher spread0.210 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it