Women of Ukraine in the struggle for the formation of a national outlook in the conditions of emigration: the example of the activities of Ukrainian women`s organization in Canada
Bibliographic record
Abstract
Successful development and the formation of a modern legal system in Ukraine should be based on the understanding of the value of human life, the importance of the full and harmonious development of each individual, ensuring human rights, and the necessity of creating conditions for the self-realization of human potential. This is possible only through the provision of gender equality. The study and reconsideration of the idea of gender equality through the example of the activities of Ukrainian women's movements in the conditions of emigration not only analyze the development of this idea in the past but also take into account the achievements of the past in understanding the ways and legal mechanisms for the real provision of gender equality in modern Ukrainian society. The article examines the role and contribution of Ukrainian women in the process of shaping the national worldview among the Ukrainian diaspora in Canada. The importance of the contribution of Ukrainian women in the diaspora to the formation of cultural and national identity helps to highlight their role in preserving and developing the Ukrainian heritage beyond the homeland and their influence on the activities of women's movements in Ukraine during the studied period. An integral part of the socio-political life in the Ukrainian diaspora in Canada became the women's movement, which initiated the creation of Ukrainian women's societies. Their task was not only to preserve national self-identification and culture but also the need to assist national institutions in Ukraine. The article also reveals important aspects of women's activities in public life, education, the cultural sphere, and the struggle for the rights of the Ukrainian community in Canada. It explores the instruments, methods, and strategies used by women to support their national identity and contribute to the formation of a Ukrainian national worldview among the immigrant community.
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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 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.034 | 0.006 |
| Scholarly communication | 0.005 | 0.001 |
| Open science | 0.001 | 0.005 |
| Research integrity | 0.002 | 0.002 |
| 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".