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Record W1677543530 · doi:10.21226/t2988x

Heroic Masculinity in Post-Soviet Ukraine: Cossacks, UPA and “Svoboda”

2015· article· en· W1677543530 on OpenAlex

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.

venuePublished in a venue whose home country is Canada.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueEast/West Journal of Ukrainian Studies · 2015
Typearticle
Languageen
FieldEconomics, Econometrics and Finance
TopicGlobal Economic and Social Development
Canadian institutionsnot available
Fundersnot available
KeywordsUkrainianMasculinityGender studiesNational identityNarrativePolitical scienceHegemonySociologyPolitical economyLawLiteratureArtPhilosophy

Abstract

fetched live from OpenAlex

<p class="EW-abstract"><strong>Abstract:</strong> Revisiting the national past and searching for new heroes has become a common trend in many post-communist states, including Ukraine. An aspect that commonly remains invisible when imagining national heroes is gender. Cossacks and fighters of the UPA (<em>Ukrains'ka povstans'ka armiia</em>; Ukrainian Insurgent Army) exemplify some of the most common historical models of Ukrainian heroes. Although the two warrior groups represent rather different historical periods and are treated as national heroes in different ways, this paper seeks to uncover commonalities between them, while pointing out their specificities. In particular, the analysis here looks at the mechanisms that mythologize and naturalize Cossacks and the UPA as an integral part of the current discourses on national identity and hegemonic masculinity. Separately, we focus on the role played by the far-right party, the All-Ukrainian Union “Freedom” (“Svoboda”) in these processes. The paper also addresses broader processes of renegotiation of the national historical narrative and promotion of its androcentric heroic version, which strengthen<strong> </strong>gender neotraditionalism and social hierarchies in post-Soviet Ukraine.</p><p class="EW-Keyword">Keywords: Masculinity, Cossacks, Ukrainian Insurgent Army (UPA), Gender</p>

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)0.002
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.272
Threshold uncertainty score0.916

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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 head0.098
GPT teacher head0.276
Teacher spread0.177 · 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