Bibliographic record
Abstract
In this book, Yehuda Bauer, an internationally acclaimed Holocaust historian, describes the destruction of small Jewish townships, the shtetls, in what was the eastern part of Poland by the Nazis in 1941–1942. Bauer brings together all available documents, testimonies, and scholarship, including previously unpublished material from the Yad Vashem archives, pertaining to nine representative shtetls. In line with his belief that “history is the story of real people in real situations,” Bauer tells moving stories about what happened to individual Jews and their communities. Over a million people, approximately a quarter of all victims of the Holocaust, came from the shtetls. Bauer writes of the relations between Jews and non-Jews (including the actions of rescuers); he also describes attempts to create underground resistance groups, efforts to escape to the forests, and Jewish participation in the Soviet partisan movement. Bauer’s book is a definitive examination of the demise of the shtetls , a topic of vast importance to the history of the Holocaust.
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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 | 0.000 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.006 | 0.008 |
| Scholarly communication | 0.004 | 0.004 |
| Open science | 0.000 | 0.003 |
| Research integrity | 0.001 | 0.003 |
| Insufficient payload (model declined to judge) | 0.005 | 0.002 |
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".