Bibliographic Indexes to the History of the Ukrainian People’s National Liberation Struggle (1917 - 1921) (the Second Half of the 20th Century and the Beginning of the 21st Century)
Bibliographic record
Abstract
The paper analyzes bibliographic materials on the history of the national liberation struggle of the Ukrainian people (1917-1921) published in Ukraine, the USSR and abroad in the second half of the 20th and the beginning of the 21th century. Their structure, subjects, informational content are illuminated, the changes in the methodology of their compiling principles are analyzed, modern bibliographic indexes, dedicated to the 100th anniversary of the Ukrainian revolution are presented. In the second half of the 20th century bibliographic indexes on this issue were prepared only by the representatives of the Ukrainian diaspora in the West. Among them valuable works by S. Ripetskii «Bibliography of Sources on the History of Ukrainian Sich Riflemen» (New York, 1965), «The Ukrainian Republic in the Great East-European Revolution: a bibliogr. [Part 1-2.] / OS Pidhainy, OI Pidhainа (Toronto; New York, 1971-1975)» and «Symon Petlura» (Toronto, New York, 1977), an annotated bibliography Volodymyr Vynnychenko (Edmonton, 1989) et al. In the USSR, they were mentioned only in the context of criticizing the falsifications of the Great October Socialist Revolution. In the 90s of the 20th century, the key bibliographic database was significantly expanded thanks to the retrieval of documents from special library funds, the inclusion of publications of foreign authors and diaspora, as well as publication of new research works by Ukrainian scholars. Bibliographic indexes published in independent Ukraine, reflecting the events of the Ukrainian Revolution (1917-1921), national-state construction, the issue of the spiritual unity of the Ukrainian lands, Bolshevik repressions in Ukraine are included. Modern bibliographic studies of the liberation movement of the revolutionary era have not yet covered the history of all national lands and regions.
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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 | 0.007 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.068 | 0.163 |
| Science and technology studies | 0.003 | 0.002 |
| Scholarly communication | 0.006 | 0.003 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.029 | 0.009 |
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".