Exile: Mapping the Migration Patterns of Japanese Canadians Exiled to Japan in 1946
Bibliographic record
Abstract
Abstract In 1946, after a period of internment that began in 1942, approximately four thousand Japanese Canadians were exiled to Japan and stripped of their citizenship. More than half were Canadian-born, and the majority of those who had been born in Japan were Canadian citizens. The exiles were given a choice of impossible options: to relocate outside of British Columbia or be sent to Japan. Drawing upon extensive archival research, this study examines the spatial patterns of migration between Japan and Canada with a particular focus on the exile of Japanese Canadians to Japan in 1946. Our findings indicate that the majority of the exiles were from Wakayama, Shiga, and Hiroshima prefectures, where rates of return prior to the 1940s were already high. Although more definitive explanations require further research, our exploratory analysis suggests that regional patterns of exile were likely influenced by the prefectural origin of the original migrants, obligations to re-establish the traditional Japanese agrarian household, and religious practices.
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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 | 0.003 | 0.005 |
| Science and technology studies | 0.003 | 0.001 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 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 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".