Bibliographic record
Abstract
In September 1939, within a short span of time, Poland was attacked by Germany from the west and the Soviet army from the eastern borders. According to a previous diplomatic agreement, the Polish government fled to Romania. Noting these events, while resisting political and military constrictions, Hungary opened its borders to the fleeing Polish civilians and to members of the military force to offer refuge. In fact, more than a hundred thousand Polish citizens found asylum in Hungary at that time. At this historical point, Stanisława Rogińska and her daughter Halina Waroczewska fled from Warsaw, and after crossing the Hungarian border settled first at Szob, then moved to Klotildliget, Leányfalu, and finally to Keszthely at Lake Balaton. The writing, based on their memories, presents the dramatic moments of crossing the border and of getting established in those first difficult months. The memoir also illustrates the historically honoured Hungarian–Polish friendship, which at this time was forced by events outside of either nation’s control. It also illuminates the noblest pages of Hungarian history.
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 distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.003 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.002 | 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; both teacher heads agree on what is shown here.
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".