Never come to peace again: Pontiac's uprising and the fate of the British empire in North America
Bibliographic record
Abstract
Prior to the American Revolution, the Ohio River Valley was a cauldron of competing interests: Indian, colonial, and imperial. The conflict known as Pontiac's Uprising, which lasted from 1763 until 1766, erupted out of this volatile atmosphere. Never Come to Peace Again, the first complete account of Pontiac's Uprising to appear in nearly fifty years, is a richly detailed account of the causes, conduct, and consequences of events that proved pivotal in American colonial history. When the Seven Years' War ended in 1760, French forts across the wilderness passed into British possession. Recognizing that they were just exchanging one master for another, Native tribes of the Ohio valley were angered by this development. Led by an Ottawa chief named Pontiac, a confederation of tribes, including the Delaware, Seneca, Chippewa, Miami, Potawatomie, and Huron, rose up against the British. Ultimately unsuccessful, the prolonged and widespread rebellion nevertheless took a heavy toll on British forces. Even more devastating to the British was the rise in revolutionary sentiment among colonists in response to the rebellion. For Dixon, Pontiac's Uprising was far more than a bloody interlude between Great Britain's two wars of the eighteenth century. It was the bridge that linked the Seven Years' War with the American Revolution.
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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 | 0.023 | 0.010 |
| Scholarly communication | 0.005 | 0.002 |
| Open science | 0.000 | 0.002 |
| Research integrity | 0.002 | 0.004 |
| Insufficient payload (model declined to judge) | 0.005 | 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".