Exhibiting a Nation: Canada at the British Empire Exhibition, 1924-1925
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
The British Empire Exhibition held in 1924 and 1925 presented a chance for Canada to assert a national identity and a prominent place, as a self-governing, “white” dominion, within the British imperial family of nations. Those responsible for the government pavilion consciously sought to understate regional differences and to construct and project a unified, homogeneous image of the nation, despite its vast geographic distances and obvious differences of language and race. While their intentions were to attract investment and improve export markets for Canadian goods, the exhibition commissioners assembled a set of images intended to sum up the idea of Canada. The resulting national representation proved to be contested, fragmented, and sometimes controversial. But for Canadians who visited the exhibit, the pavilion seemed to speak on an emotional level, inspiring national identification and pride.
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 | 0.009 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.003 | 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