Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
This book explores the tumultuous history of North American state-making in the middle decades of the nineteenth century from a continental perspective. Today’s political map took its basic shape in the continental crisis of the 1860s, marked by Canadian Confederation (1867), the end of the U.S. Civil War (1865), the restoration of the Mexican Republic (1867), and numerous wars and treaty regimes conducted between these states and indigenous peoples through the 1870s. This crisis transformed the continent from a patchwork of foreign empires, republics, indigenous polities, and contested no-mans-lands into the nation states of Mexico and the United States and the Dominion of Canada, an expanding, largely self-governing polity within the British Empire. Key to this process was the question of sovereignty, or the power to rule. Battles over sovereignty ran through the struggles waged not only by the nation states that came to dominate the North America, but also those that failed, like the Confederate States of America, and others—like the European empires and indigenous peoples—that came into conflict with the three main states. In light of the global turn in 19th-century historiography, this book examines these political crises as an inter-related struggle to redefine the relationship of North Americans to new governments. This volume brings together distinguished experts on the history of Canada, indigenous Americans, Mexico, and the United States to re-evaluate an era of political transformation that has had profound consequences for the future of the continent.
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.
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 it