Landscapes, Wildlife, and Grey Owl: Settler Colonial Imaginaries and Tourist Spaces in William J. Oliver’s Parks Branch Films, 1920s-1930s
Bibliographic record
Abstract
During the interwar period, the Calgary-based filmmaker, William J. Oliver, filmed the majority of motion pictures for Canada’s Parks Branch. In addition to promoting colonial-nationalist landscapes, Oliver specialized in wildlife films. Oliver’s “beaver films,” which featured ersatz Indigeneity in the persona of Grey Owl who, in reality, was the English-born writer and conservationist Archibald Belaney, are examined. Grey Owl centered his broad naturalist message on the beaver – an imperial and national signifier – whose population had declined across northern Canada due to over-hunting. In the settler colonial imagination, Grey Owl appears as a liminal figure, existing somewhere between human and nonhuman animal. Oliver’s wildlife productions fostered human–nonhuman animal relationships based on an appreciation for the authentic creatures within the protected boundaries of the nation. The erasure of Indigenous communities and the concomitant preservation of native nonhuman animals in their natural habitat has been central to the Canadian park imaginary since its founding.
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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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.005 | 0.004 |
| Scholarly communication | 0.003 | 0.001 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.006 | 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".