Soldiers of Peace: Canadians in UNRRA’s German Nursing Brigade, 1945–1947
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
"Soldiers of Peace" examines Canadian nursing experiences with the United Nations Relief and Rehabilitation Administration (UNRRA) in Occupied Germany from 1945 to 1947. Whether their practice setting was in UNRRA hospitals, camps, or as members of the flying squads that dealt with epidemics or accompanied the repatriation trains, Canadian UNRRA nurses forged new professional frontiers and encountered unprecedented nursing challenges, calling for even greater diplomatic acumen than demanded by their previous experience. Giving voice to Canadian UNRRA nurses' stories provides an instructive lens into the history of the first postwar internal organization and into the contemporary challenges presented by the seemingly insatiable demands for nursing services in the wake of war, natural disasters, and epidemics within the global health community.
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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 | 0.003 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| 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