Dialogue of Cultures and Emancipation: based on Publications from the Magazine «Zhinocha Dolia»
Bibliographic record
Abstract
The aim of the article is to trace the multifaceted nature and specifics of how was presented the emancipation movement by the editors and authors of the journal «Zhinocha Dolia» (Women's Fate, Kolomyia, 1925–1939). A comprehensive approach to the research object allows for the inclusion of individual facts into the historical retrospective and national context of various nations' traditions. It also enables the study of the influence of historical, religious, and political factors, including the process of decolonization in countries such as Czechoslovakia, Turkey, Japan, China, Canada, the USA, India, and others. The research objective is to identify, systematize, and analyze the journal's publications that introduced readers to broad geographic and cultural horizons as a window into the world of diverse national traditions and historical realities. The study also examines the societal response to women's acquisition of voting rights, access to education, equal pay with men, and participation in various public associations and organizations. Research methods include analytical (content analysis), descriptive, historical, and comparative approaches. The novelty of the article is in its first-ever analysis of materials from the Kolomyian journal Zhinocha Dolia focused on of studying the systematic process of the emancipation movement in different countries around the world. The journal's long publication period provides a chronological framework spanning a decade and a half. At the same time, its extensive geographic scope highlights various forms of women's rights oppression in a historical and cultural context. Conclusion: The analysis of the wide thematic, problematic, and geographical spectrum of the publications demonstrates the complexity of the issue of women's equality, the need for its legislative enshrinement, taking into account the importance of historical, national, and religious traditions, and the necessity of exchanging experiences among women's organizations of different nations. Keywords: emancipation movement, Zhinocha Dolia, Olena Kysilevska, intercultural dialogue.
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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 | 0.006 | 0.013 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.005 | 0.005 |
| Science and technology studies | 0.010 | 0.014 |
| Scholarly communication | 0.011 | 0.007 |
| Open science | 0.001 | 0.007 |
| Research integrity | 0.002 | 0.003 |
| Insufficient payload (model declined to judge) | 0.002 | 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".