Bibliographic record
Abstract
Geraldine Moodie arrived in the Arctic in 1904 as part of a Canadian expedition charged with extending Canadian sovereignty. As the wife of the expedition’s leader, Moodie normalized colonial men who usually appeared without their families, shaping the Arctic as asite of heroic masculine performance. As a professional photographer and as a western woman, Moodie established relationships with Inuit women. Her studio work created images of Inuit women that would become popularized and associated with the Arctic and Canada’s possession of the north. Rooted in Fanon’s, Said’s, and Smith’s understandings of the processes of colonialization, including European concepts of “discovery,” Geraldine Moodie can be said to have “discovered” Inuit women, presenting them to her western audience as different, exotic, decontextualized and othered. This archives-based study explores the gendered role of Moodie, a colonial woman, in the absorption of Inuit and their land into Canadian jurisdiction and the “discovery” and “creation” of Inuit women in the colonial imagination.
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.
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 | 0.006 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.001 |
| Science and technology studies | 0.032 | 0.012 |
| Scholarly communication | 0.006 | 0.004 |
| Open science | 0.002 | 0.007 |
| Research integrity | 0.002 | 0.002 |
| Insufficient payload (model declined to judge) | 0.008 | 0.001 |
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".