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Military Tradition and Identity in the Ancient Culture of Ukraine: A Cultural-Semantic Dimension

2025· article· en· W4409967898 on OpenAlexfundno aff
Zhanna Denysіyuk

Bibliographic record

VenueNational Academy of Managerial Staff of Culture and Arts Herald · 2025
Typearticle
Languageen
FieldEnvironmental Science
TopicEnvironmental and Biological Research in Conflict Zones
Canadian institutionsnot available
FundersUniversity of Toronto
KeywordsDimension (graph theory)Identity (music)Cultural identityAnthropologySociologyAestheticsEnvironmental ethicsEpistemologySocial sciencePhilosophyMathematics

Abstract

fetched live from OpenAlex

The purpose of the present study is to identify and analyse the genesis of the formation of military tradition and military identity in the culture of Ukraine in terms of semantic and cultural understanding. In addition, the investigation will encompass the semantic load of military symbols and traditions, and the determination of their influence on the formation of social norms. The methodology employed is founded upon a comprehensive approach, integrating structural and semantic analyses of the evolution of cultural tradition within the context of the military component and its corresponding identity. Moreover, a comparative method is utilised to discern both the common and unique characteristics of the military tradition within the cultural milieu of Ukraine, in relation to other manifestations of social identity. Additionally, a historical and genetic method is employed to trace the developmental trajectory of the genesis of culture. The scientific novelty of the study lies in the systematic analysis of the military tradition and military identity in the culture of Ukraine through the prism of the semantic and cultural approach. For the first time, a comprehensive examination of military attributes and rituals as a means of communication and identification, reflecting the worldview and social structures of ancient Ukrainian society, has been carried out. Conclusions. The study’s findings reveal an in-depth analysis of the semantic and symbolic dimension of military tradition and identity in the cultural context of Ukraine. The analysis focuses on the examination of symbolism, signs and rituals that shape the identity of warriors, their position within the socio-cultural space and class hierarchy. The study incorporates a comprehensive analysis of combat attributes, initiation rituals, amulets and other elements of military culture, employing a semantic and ethno-cultural analytical framework. A particular focus was placed on the relationship between military tradition and the spiritual and mythological ideas of the ancient population in Ukraine and the formation of military identity on this basis.

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.

How this classification was reachedexpand

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)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Bench or experimental · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.859
Threshold uncertainty score0.198

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
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 head0.024
GPT teacher head0.310
Teacher spread0.285 · 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

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designBench or experimental
Domainnot available
GenreEmpirical

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".

Quick stats

Citations0
Published2025
Admission routes1
Has abstractyes

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