Співпраця вітчизняних і канадських освітян у контексті розвитку українського шкільництва Канади (кінець ХХ - початок ХХІ ст.)
Bibliographic record
Abstract
The article analyzes the historical and pedagogical development and modern state of Ukrainian and Canadian educationalists’ cooperation at the end of XX and the beginning of XXI century. It highlights different socio-cultural determinants and aspects of evolution of their interaction, the ways of improving of Ukrainian-language studies in Canada and Ukraine today.Cultural development of Ukrainian Canadians, their efforts in preserving their national identity becoming an example of success for other ethnic groups in North America primarily through higher-quality educational system and diversified activities of the Ukrainian community in Canada are reflected.Efforts and attempts of Ukrainian-Canadian educationalists resulted in high quality Ukrainian-language learning programs and methodology that are due to the cooperation of talented scientific and practical educational staff applying new innovative technologies. Since national self-identification is realized through the native language (mother tongue) its learning and practical using by the Ukrainian community in Canada for more than 100 years was the very challenge but due to the Ukrainian Diaspora activities and federal government support it is in Canada where Ukrainian-language studies are realized in the mast effective way.The author considers schooling to be an important factor of Ukrainian Diaspora self-identification and activities in Canada that promotes forming and maintaining national identity of new generations of Ukrainians abroad as an integral part of active Ukrainians worldwide and emphasizes the prospective of the positive experience of multicultural education in Canada, their implementation into poly-cultural nations' education systems and the importance of further development of educational cooperation with Ukraine.Key words: Ukrainian-language Studies, Canadian Multiculturalism, Bilingual Programs, Canadian Ukrainian Language, Ukrainian Diaspora.
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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 | 0.001 | 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 | 0.002 | 0.003 |
| Scholarly communication | 0.004 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.016 | 0.006 |
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".