Видавнича продукція Української вільної академії наук (УВАН) у Німеччині з фонду відділу зарубіжної україніки Національної бібліотеки України імені В.І. Вернадського (Publishing Products of the Ukrainian Free Academy of Sciences (UFAS) in Germany From the Fund of Vernadsky National Library Department of Foreign Ukrainistics)
Bibliographic record
Abstract
Дослідження розкриває наявні у фонді відділу зарубіжної україніки Національної бібліотеки України імені В.І. Вернадського видання Української вільної академії наук у Німеччині, які репрезентують процес її становлення, діяльності, розвитку, імена науковців, зусиллями яких постала УВАН. З’ясовано джерела фінансування наукової установи, видавничі можливості та здійснено книжкову характеристику документів, зібраних у фонді зарубіжної україніки НБУВ, їх змістовне наповнення (The study reveals the publications of the Ukrainian Free Academy of Sciences in Germany that are available in the fund of Foreign Ukrainistics Department of Vernadsky National Library of Ukraine and represent the process of its formation, activity, development, and the names of scientists whose efforts led to UFAS. Sources of funding the scientific institution and publishing opportunities was found out, and the book description of the documents along with their meaningful content was carried out. A significant number of documents published by UFAS reveal its scientific directions and opportunities. Through the efforts of UFAS in Germany, the scientific world has been replenished with dozens of important works which represent Ukrainian science. The review of UFAS publications was published in a separate series “UFAS Chronicle”, and the publication “UFAS Bulletin” published monthly reports on the activities of the institution. Some groups (sections) prepared their “Collections” for printing. Monographs on current research were being published. The first issue of the bibliographic journal “Ukrainian Bibliological News”, the main topics of which are bibliology, archival science and library science, was published in the series “Bibliography”. The magazine kept records of Ukrainian printed materials in exile, published articles-reviews of UFAS leading scientists, analyzed the history of the magazine and reviews of new books about the figures of the Ukrainian word. Separate editions were published in the same series. An important task of the activities of FUD is to open the fund and popularize the diaspora book culture. The foundations for the further development and activities of UFAS in Canada and the United States were laid precisely in Augsburg, Germany. By organizing a center for the preservation and development of Ukrainian science in Germany, Ukrainian scientists have launched activities to establish strong scientific ties with European scientists and made it possible to integrate Ukrainian science into the world).
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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 | 0.003 | 0.006 |
| Meta-epidemiology (narrow) | 0.000 | 0.001 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.003 | 0.003 |
| Science and technology studies | 0.003 | 0.005 |
| Scholarly communication | 0.009 | 0.004 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.030 | 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".