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
In 1837, a small group of rebels proclaimed the short-lived Republic of Canada. Between then and the Act of Confederation of 1867, colonial Canadians tried to imagine the future of their communities in North America. The choice between monarchy and republicanism shaped both colonial self-images and images of the United States; it also drove the political deliberations that eventually united the colonies of British North America into a self-governing Dominion under the British Crown. Between Empire and Republic is a thematic exploration of the political discourse embedded in the literary output of the period. Colonial authors Susanna Moodie, Th. Ch. Haliburton, and John Richardson enjoyed transatlantic popularity and explained colonial realities to their British, Canadian, and American readership. Collectively, their writings serve as the lens into colonial Canadian perceptions of American and British political ideas and institutions. Between Empire and Republic discusses North America as a literary contact zone where British principles of constitutional monarchy competed with American ideas of republicanism and democratic self-government. The author argues that political ideas in pre-Confederation Canada filtered into the literary works of the time, creating two settler-colonial communities whose recognizable cultural characteristics echoed public attitudes towards the political projects underpinning them.
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 | 0.001 | 0.000 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| 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 it