SOURCES ON THE HISTORY OF UKRAINIAN CULTURE IN PUBLICATIONS OF VOLYN RESEARCH INSTITUTE (1949-2007)
Bibliographic record
Abstract
The purpose of the article is to investigate the publishing activities of the Volyn Society, founded by representatives of the Ukrainian diaspora and later created on this basis by the Volyn Research Institute in Winnipeg, Canada. The result of their activities was the publication of a number of scientific works that are valuable sources for the history of Ukrainian culture and art and historical local lore and cultural region. The methodology consists of the application of the historical-chronological approach to the study of issues, as well as analytical, culturological methods in the study of the publication of scientific works of historical and cultural nature by the Institute of Experiments of Volyn. The scientific novelty of the work lies in the expansion and generalization of information about scientific publications of the Institute of Experiments of Volyn as a source base for studying the history and art of Ukrainian culture of the twentieth century. Conclusions. As a result of the research, it was established that the activity of the Violin Research Institute has a unique significance as a center of historical and cultural research of the region of Ukraine outside its mainland, accumulating the intellectual potential of Ukrainian diasporas. At the same time, the existence of such an institution and its scientific activity is a cultural phenomenon, which represents the possibility of multi-vector research on the example of one region, which, at the same time, raises a number of issues in the history of national culture and art. Numerous publications, which contain many archival and factual materials of both local and national importance, serve as a valuable source for research in the field of culture and art.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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 | 0.002 | 0.010 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.018 | 0.029 |
| Science and technology studies | 0.003 | 0.001 |
| Scholarly communication | 0.005 | 0.002 |
| Open science | 0.001 | 0.003 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.011 | 0.003 |
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".