Exploring the Meaning of Indigenous Military Service during the Second World War in Australia, Canada, New Zealand and the United States
Bibliographic record
Abstract
This article explores the meaning of military service for Indigenous men who volunteered during the Second World War. At its core, this question can help elucidate what is often the “big why?” invariably asked by people encountering this subject for the first time: why did young Indigenous men fight for a freedom, democracy and equality that they had never experienced? Employing a transnational lens, the article seeks to do interrelated things. First, it examines the meaning of military service for Indigenous men in each of three distinct phases: prior to their enlistment, while serving in the army and in combat, and after demobilisation and transitioning to veterans. Second, this study considers Indigenous perspectives and experiences in relation to, and the broader context of, the non-Indigenous comrades-in-arms with whom they enlisted, served, and sacrificed. In the end, this examination reveals a diversity of interpretations amongst Indigenous soldiers at each stage, but cannot be definitive in the face of such complexity and the ultimately idiosyncratic and personal nature of veterans’ lived experiences.
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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 | 0.004 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.020 | 0.023 |
| Scholarly communication | 0.005 | 0.003 |
| Open science | 0.001 | 0.007 |
| Research integrity | 0.001 | 0.003 |
| Insufficient payload (model declined to judge) | 0.002 | 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".