“Life is Sweet”: Vulnerability and Composure in the Wartime Narratives of Japanese Canadians
Bibliographic record
Abstract
With Japan’s bombing of Pearl Harbor in 1941, 22,000 Canadians of Japanese descent were dispossessed of their property and belongings, and uprooted from their British Columbia homes to various sites of internment. Some stayed in these sites for four years or longer. Utilizing the concepts of vulnerability and composure, this essay examines Japanese-Canadian Nisei (second-generation) women’s and men’s mixed narratives of these wartime events. At the same time that narrators describe these years as filled with hardship, turmoil, and racial injustice, they also speak of happy times, kindness, and the sweetness of life. The essay points to ways in which the researcher and narrator work towards a “shared authority” in the presentation and interpretation of these complex memories.
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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 | 0.003 | 0.007 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.003 | 0.005 |
| Science and technology studies | 0.044 | 0.033 |
| Scholarly communication | 0.012 | 0.006 |
| Open science | 0.002 | 0.009 |
| Research integrity | 0.003 | 0.004 |
| Insufficient payload (model declined to judge) | 0.003 | 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".