Bibliographic record
Abstract
At the start of the Second World War, Poland was invaded by both the German and the Soviet armies. The country was unable to withstand the assaults and thousands of Polish soldiers and civilians were shipped to labour camps and prisons, where starvation, disease, and mistreatment were their daily expectations. With the signing of an amnesty between the Polish and Soviet governments in 1942, many of these soldiers were engaged in rebuilding the Polish army, and travelled through the Mideast to fight in the Italian campaign.After the war, Canada accepted over 4000 Polish immigrant soldiers and their families who did not want to return to a communist regime in their country. This book is a moving oral history of the experiences of forty-five individuals during that transition period between the outbreak of war and their eventual relocation in Canada. Their memories of those times remain clear, not so remarkably perhaps, as they recount how they struggled in labour and prison camps, refugee camps, and exile in freezing northern climates, often arriving with the clothes they wore and nothing else. There are stories here of families torn apart and reunited, courageous escapes, underground resistance, friendship and emnity, and above all of survival. To read these memoirs is to understand how the inhumanity of war is confronted and defied by the indomitable human spirit.
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 | 0.000 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.003 | 0.001 |
| Scholarly communication | 0.003 | 0.002 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.508 | 0.204 |
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".