The Role of the Ukrainian Festivals in Preserving and Promoting Ukrainian Culture and Language
Bibliographic record
Abstract
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.
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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 | 0.002 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.012 | 0.004 |
| Scholarly communication | 0.004 | 0.001 |
| Open science | 0.001 | 0.004 |
| Research integrity | 0.000 | 0.001 |
| 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".