Bibliographic record
Abstract
For the better part of two centuries, between 1720 and 1877, the Blackfoot (Niitsitapi) people controlled a vast region of what is now the U.S. and Canadian Great Plains. As one of the most expansive and powerful Indigenous groups on the continent, they dominated the northern imperial borderlands of North America. The Blackfoot maintained their control even as their homeland became the site of intense competition between white fur traders, frequent warfare between Indigenous nations, and profound ecological transformation. In an era of violent and wrenching change, Blackfoot people relied on their mastery of their homelands’ unique geography to maintain their way of life. With extensive archival research from both the United States and Canada, Ryan Hall shows for the first time how the Blackfoot used their borderlands position to create one of North America’s most vibrant and lasting Indigenous homelands. This book sheds light on a phase of Native and settler relations that is often elided in conventional interpretations of Western history, and demonstrates how the Blackfoot exercised significant power, resiliency, and persistence in the face of colonial change.
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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 | 0.002 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 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".