Gabriel Dumont’s Political Activism: Building Alliances through Cultural Capital
Bibliographic record
Abstract
Abstract: This article examines Gabriel Dumont, Métis leader, following the 1885 North West Resistance between the Métis and the Canadian government. The Resistance, along with the subsequent trial of Louis Riel, attracted global media attention, making Dumont a well-known figure. After fleeing to the United States of America, Dumont leveraged his notoriety, the current political context, and available opportunities to become the public face of Métis activism. By joining Buffalo Bill’s Wild West show and becoming a public speaker, Dumont used his cultural capital to build political alliances within Canadian and American Fran-cophone communities. This article challenges historical portrayals of Dumont as an illiterate military leader, illustrating how he skillfully used media and oratory to advance the Métis political narrative and maintain focus on their ongoing fight for rights. Additionally, Dumont’s involvement in colonial political circles provides valuable insight into how he navigated these spaces as a Métis man, demonstrating a version of Métis masculinity that was accepted within those spheres.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
How this classification was reachedexpand
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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 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 teacher head, 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".