World Travellers: Colonial Loyalties, Border Crossing and Cosmopolitanism in Recent Postcolonial First World War Novels
Bibliographic record
Abstract
This article offers a comparative analysis of the representation of travelling men and women in The Sojourn (2003) by Canadian writer Alan Cumyn, The Daughters of Mars (2012) by Australian novelist Thomas Kenneally and Blue Ravens: Historical Novel (2014) by North American indigenous author Gerald Vizenor. These three novels explore the cliché of colonial loyalties, illustrating the diverse motivations that led individuals from North America and Australia to volunteer for the war. Cumyn, Kenneally and Vizenor undermine the stereotypical location of the colonial traveller in an uncultured space; in their fiction the war provides a pretext to expose imperial ideologies, to redefi ne collective identities, as well as to rethink the relationship between the local and the cosmopolitan. As a result, the First World War is reconfi gured in terms of border crossing, contact and/or transcultural exchange, which result in radical shifts in consciousness, a critique of imperialism, as well as aspirations for cultural/political autonomy.
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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 | 0.005 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.003 |
| Science and technology studies | 0.018 | 0.019 |
| Scholarly communication | 0.011 | 0.004 |
| Open science | 0.001 | 0.004 |
| Research integrity | 0.002 | 0.003 |
| Insufficient payload (model declined to judge) | 0.004 | 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".