Home and Away. The Enlistment of Australian, Canadian, New Zealand, and South African Men in Dominion Expeditionary Forces in the United Kingdom during the Great War
Bibliographic record
Abstract
On the outbreak of war, men from the Dominions were scattered across the British Empire. As each Dominion began recruiting their expeditionary forces at home, the issue arose whether these expatriates, especially those resident in the United Kingdom, should join the British Army or be able to enlist in their Dominion's force. Canada and New Zealand allowed recruiting for the CEF and NZEF in the UK. Many Anglophone White South Africans joined a “colonial” battalion of the Royal Fusiliers. The Australian Government refused to allow Australians in the UK to join the AIF, despite the repeated requests of the Australian expatriate community. This paper examines the questions of British and sub-Imperial Dominion identities as well as the practical policy considerations raised by this issue. It argues that there is some evidence of nascent Dominion nationalism—the Canadian High Commission in London issued what became known as “a Certificate of Canadian Citizenship” to expatriates— but that Dominion Governments generally based their decisions on this issue based on cost and domestic political considerations.
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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 | 0.001 | 0.003 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.043 | 0.017 |
| Scholarly communication | 0.005 | 0.002 |
| Open science | 0.001 | 0.004 |
| Research integrity | 0.001 | 0.003 |
| Insufficient payload (model declined to judge) | 0.006 | 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".