«NEW DAYS» WEEKLY AND PETRO VOLYNIAK, PUBLISHER AND AUTHOR
Bibliographic record
Abstract
In the article on the material of the Salzburg weekly «New Days» (1945–1947) various spheres of activity of Peter Volyniak are presented. It is noted that this edition was a business card of the publishing house of the same name and had a history of continuation: in Toronto Petro Volyniak restored the publishing house of the same name and continued the publication in the format of the universal monthly «New Days» (1950–1969). The article also presents periodicals («Latest News», «New Days», «Timpani», «Our Way») and literary, artistic and scientific collection «Steering Wheel», which were published in the Salzburg publishing house of Peter Volyniak «New Days». The purpose of the publication is to trace the path of Petro Volyniak from a writer to a literary critic, journalist and publisher. This trend is reproduced in chronological order. Peter Volyniak as a writer is informed in the article «Literary Evening of P. Volyniak» (author – M. Ch-ka). O. Satsyuk’s literary-critical article is devoted to the coverage of ideological and artistic aspects of Petro Volyniak’s collection «The Earth Calls» (Salzburg, 1947). Petro Volyniak as a literary critic is presented in an article devoted to a collection of literary tales by A. Kolomiyets (Salzburg, 1946), which was published by «New Days». Petro Volyniak as a journalist presents the essay «This is our song…». With the help of content analysis it was observed that the text is divided into two parts: the first contains the author’s reflections on the Ukrainian song, its role in the life of the Ukrainian people; in the second, main, Peter Okopny’s activity abroad is presented. The publisher Petro Volyniak in 1947 in a separate publication of the February issue of the weekly summarizes the third year of activity, providing statistics on the publication of periodicals, books, postcards, calendars, various small format materials. The analyzed material demonstrated the experience of combining creative work and commercial activity.
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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 | 0.005 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.003 |
| Science and technology studies | 0.003 | 0.004 |
| Scholarly communication | 0.010 | 0.005 |
| Open science | 0.001 | 0.003 |
| Research integrity | 0.001 | 0.003 |
| Insufficient payload (model declined to judge) | 0.018 | 0.013 |
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".