The Canadian Rebellions of 1837 and 1838 as a Borderland War: A Retrospective
Bibliographic record
Abstract
Historians of Southwestern United States history and culture have created the concept of a borderland to explain the historical circumstances of the area where Anglo-America ran into Hispanic America. Its application to the Upper Canada-Great Lakes area during 1837-1838 will allow a re-interpretation of the Canadian Rebellions of 1837 and the subsequent invasions of 1838 as part of a borderland war. Hopefully this approach will eliminate any tensions over the nationalist component of the Canadian Exiles or American Patriot Hunters. I also want to focus on the Battle of Prescott or the Windmill as the significant event of this borderland war, relying on the writings of two of the Exile narrativists, William Gates and Stephen Wright. Finally I hope to contribute some reflections on the significance of these Exiles/Patriots after almost twenty years of an acquaintance of sort with them.
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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 | 0.002 | 0.004 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.005 | 0.010 |
| Science and technology studies | 0.034 | 0.012 |
| Scholarly communication | 0.007 | 0.002 |
| Open science | 0.002 | 0.004 |
| Research integrity | 0.002 | 0.005 |
| Insufficient payload (model declined to judge) | 0.010 | 0.001 |
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".