Nature and Nation: The Bedrock of Identity at the Canadian Museum of Civilization
Bibliographic record
Abstract
With 'the creation of a symbol of national pride and identity' as the main programmatic objective, no later-twentieth-century Canadian building project reveals a more explicit agenda of homogeneous nation-building than the Canadian Museum of Civilization at Ottawa. Since opening in 1989, the museum building has received a largely favourable reception from both press and profession. However, within the multi-ethnic context of late-twentieth-century Canada, the creation of a physical monument to symbolise a cohesive or unilateral national imagination was undeniably both challenging and contentious, and this article considers the uniting agency of the architectural fabric in this reflection and/or creation of national consciousness. A particular aspect of the design is argued to be the representation of ethnic and national identities in relation to the museum's immediate urban, civic contect, as well as the wider geographical and cultural context.
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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 | 0.002 | 0.004 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.004 |
| Science and technology studies | 0.042 | 0.042 |
| Scholarly communication | 0.019 | 0.004 |
| Open science | 0.002 | 0.008 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.009 | 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".