Personal stories of Mennonite migration : a journey from Ukraine to Canada
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
Without a doubt, the Bolshevik Revolution altered the course of world history. Millions of lives were affected by the policies enacted by the communist leadership. German-speaking Mennonites living in Ukraine were one group that was particularly affected by Bolshevik policies, and more than 22,000 Mennonites would emigrate during the 1920s from the Soviet Union to Canada and other Western countries to escape persecution. Among those who fled the rapidly deteriorating conditions in the Ukrainian countryside were my paternal grandmother's parents, Henry Koop and Margaret Enns. This thesis will discuss this major wave of Mennonite immigration, focusing on how Mennonites were targeted for persecution because of their German heritage and their relative wealth. Using the stories and accounts of my great grandparents and their families' struggle to escape, I hope to place my family in larger historical context and illustrate through their experience the danger and uncertainty faced by Mennonites trying to escape the Soviet Union during the 1920s.
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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 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
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 it