Samuel Hearne, the Denesuline, and the Beaver
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
Recent scholarship on Samuel Hearne's A Journey to the Northern Ocean (1795) has highlighted how Hearne's journey of exploration functioned to demonstrate the Hudson's Bay Company's strategic geopolitical worth, obscure the violence of its colonialist enterprise, and generate images of an empty North conducive to colonial settlement. Drawing on such scholarship, this essay attempts to nuance statements regarding Hearne's complicity in “emptying” the North by showing how the Journey establishes images of the Canadian North as neither completely barren nor fertile enough for settlement. Applying a natural-cultural contact zone perspective on Hearne's old text, I argue that the anthropocentric bias of the Journey's reception has impeded the realization that Hearne's zoological descriptions and sometimes sophisticated ecological contemplations owe much to the Denesuline who guide his travels. In part through his “beaver science”, Hearne deliberately opposes prospects of further colonization based on ideas of systemic expansion of the fur trade detached from the realities of local environmental conditions. His concern regarding the anthropomorphism and uncritical use of cultural metaphors in the emerging science of zoology nevertheless causes Hearne's “beaver science” to consolidate the distinctly anthropocentric and objectifying qualities of natural science that ultimately facilitate the exploitative activities of the Hudson's Bay Company.
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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 | 0.001 | 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 | 0.005 | 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) | 0.000 | 0.002 |
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