Oil-Sponsored Exhibitions and Canada’s Extractive Politics of Cultural Production
Bibliographic record
Abstract
Focusing on the Canadian Museum of History’s newest permanent exhibition, The Canadian History Hall (2017), and its sponsorship by the Canadian Association of Petroleum Producers (), this article discusses oil-sponsored museum exhibitions and the extractive politics within which Canadian culture is produced. This article begins with an overview of The Canadian History Hall and the activist response to its sponsorship by Big Oil. It then situates the exhibition within a larger history of oil and museums in Canada, reflecting on the controversial, Shell-sponsored The Spirit Sings (1988) exhibition at the Glenbow Museum. The article argues that, as it reproduces the longstanding relationship between Canadian museums and the oil industry, the Canadian Museum of History’s recent partnership exemplifies the ongoing role of extractive politics in cultural production. While European museums increasingly face pressures to divest from fossil fuels, the entanglement of culture and extractive interests in Canada suggests the need for a unique and critical approach to sponsorship in Canadian cultural institutions.
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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 | 0.003 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.004 |
| Science and technology studies | 0.031 | 0.022 |
| Scholarly communication | 0.013 | 0.002 |
| Open science | 0.001 | 0.006 |
| Research integrity | 0.001 | 0.003 |
| 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".