“Hero of the Half-Breed Rebellion”: Gabriel Dumont and Late Victorian Military Masculinity
Bibliographic record
Abstract
This essay examines late nineteenth-century concepts of military heroism and martial manliness in the context of the 1885 North-West Campaign through contemporary interpretations of Métis general Gabriel Dumont (1837-1906). Many Canadian nationalists were able to distinguish heroic values in Dumont because his military exploits seemed to conform to the philosophy of rugged, muscular manhood that many in the country and the British Empire were attempting to instill in young male citizens. The reactions to Dumont suggested that these imperialists and nationalistic militia supporters recognized a non-White enemy warrior as a potential military model who reflected a distinctly Canadian martial spirit. This depiction of Dumont as an aggressive, individual fighter, however, also sought to separate him from Métis political advocacy. Canadian appropriation of Dumont served a nationalist agenda by reframing the conflict in 1885 as a contest of martial masculinity rather than a consequence of communal Métis resistance.
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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 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.022 | 0.018 |
| Scholarly communication | 0.004 | 0.001 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.001 | 0.002 |
| 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".