Bibliographic record
Abstract
One of the forms and means of preserving national identity, Ukrainian culture, language, promoting the mother-tongue book in Canada is the traditional autumn Ukrainian Book Festival. It characterizes not only the educational and communication activities of scientific and cultural institutions, libraries, reading rooms, museums of the diaspora, its public, religious organizations, colleges and schools in Canada; but also the level of development of the book industry in it; social situation in the country, in the world; the attitude of its government and official circles not only to the ethnic book but also to immigrants; peculiarities of diaspora readership and its specificity (in particular, change of English-speaking everyday life into the mother-tongue environment during the event — psychological adaptation, possibility to speak freely, easily in the language of the historical homeland; feeling or not feeling of unity with one's nation); communication in society; circle of reading of its members; reader's requirements; spiritual and informational needs; the situation of publishers and bookstores; culture and level of book business (trends in product design, printing, paper, etc.); book priorities (traditional, paperback and electronic; book in your native language or country of residence); modern technologies for preparing book exhibitions, etc. And that is very fundamental. The Ukrainian Book Festival promotes the preservation of the mother tongue and the links between immigrants and their descendants with their historical homeland. The peculiarity and difficulty of the presentation of Ukrainian books, authored by representatives of the ethnic community in Canada, is that the diaspora is surrounded by a foreign language environment and perceives the word, information only in its own language. However, members of the Ukrainian diaspora can and do participate in holidays (festivals, fairs, etc.) dedicated to the book in the language of the country in which they reside. Canada has established itself as a country that has a multiculturalism policy that gives a real opportunity to develop freely the culture of all ethnic groups living in it. Considering that the Ukrainian Diaspora centers exist in many countries, in our view, it is advisable to set up an International Day of the Ukrainian Language, on the model of other countries.
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot 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.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 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 teacher head, 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".