The Hellenic School of Ottawa and Cultural Maintenance: The Perceptions of the Administrators
Bibliographic record
Abstract
In multicultural societies like Canada where cultural diversity always exist, ethnic groups strive to preserve their cultural heritage and not become assimilated by the mainstream culture. Today, ethnic groups such as the Hellenic Community of Ottawa seek innovative means to sustain cultural elements such as ethnic language, religious beliefs, and social, cultural and leisure pursuits. This phenomenological study presents the perspectives of recent administrators of the Hellenic School of Ottawa toward language and cultural maintenance. The results of this study indicate that the Hellenic School of Ottawa is vital and effective for maintaining the Hellenic culture and language beyond the 3rd and 4th generation, as it includes the instruction of Greek language and familiarization with Greek culture. The results also indicate that students of the language school: (1) Are provided with an opportunity to learn Greek which may not be received at home, (2) learn to appreciate their ethnic heritage through language oriented leisure activities, (3) make friendships with those of same ethnic cultural heritage, (4) learn to have a deeper appreciation of multiculturalism and its place in Canadian society, and (5) develop confidence to speak their ethnic language. This study also provides suggestions for the enhancement of the operation of the HSO, such as addition of more Greek-content leisure activities, organization of trips to Greece, and expansion of the instructional time.
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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 | 0.003 | 0.006 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.024 | 0.014 |
| Scholarly communication | 0.009 | 0.002 |
| Open science | 0.001 | 0.004 |
| Research integrity | 0.001 | 0.003 |
| Insufficient payload (model declined to judge) | 0.004 | 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".