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Record W7014789325

The Role of the Ukrainian Festivals in Preserving and Promoting Ukrainian Culture and Language

2025· article· en· W7014789325 on OpenAlexaboutno aff

Bibliographic record

VenueUniversity Library (University of Saskatchewan) · 2025
Typearticle
Languageen
FieldSocial Sciences
TopicSport and Mega-Event Impacts
Canadian institutionsnot available
Fundersnot available
KeywordsUkrainianMulticulturalismModernization theoryIdentity (music)ImmigrationCultural diversity
DOInot available

Abstract

fetched live from OpenAlex

Ukrainian Canadians have developed a distinct cultural identity that merges ancestral traditions with their experiences in Canada. Despite historical pressures to assimilate, they have actively preserved their heritage, with festivals playing a key role in maintaining and promoting Ukrainian culture. This study examines how the three festivals held in Saskatoon annually contribute to cultural continuity, intergenerational transmission, and multicultural engagement within Canadian society. Through surveys with 30 respondents and 16 interviews with festival attendees, including one organizer, the research explores how these events develop cultural identity, social cohesion, and cross-generational connections. Findings indicate that dance, food, music, and a shared sense of belonging and community are central to these festivals, reinforcing Ukrainian identity while also serving as a bridge between different generations. The study also highlights generational differences, with long-established Ukrainian Canadians emphasizing tradition while recent immigrants call for modernization and inclusivity. Additionally, the research assesses how festivals create opportunities for cross-cultural exchange, providing Canadians with a deeper understanding of Ukrainian heritage. By analyzing participants’ experiences and perspectives, this study underscores the ongoing significance of Ukrainian festivals in sustaining cultural resilience, strengthening community ties, and enhancing multicultural awareness in Canada. The findings highlight the festivals’ impact not only as spaces of cultural celebration but also as dynamic platforms for intergenerational dialogue and cross-cultural engagement.

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 machine prediction

Teacher imitation

Not 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.

metaresearch head score (Codex)0.002
metaresearch head score (Gemma)0.002
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.879
Threshold uncertainty score0.242

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0120.004
Scholarly communication0.0040.001
Open science0.0010.004
Research integrity0.0000.001
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 head0.005
GPT teacher head0.196
Teacher spread0.191 · 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 source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designNot applicable
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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