Structural violence and the 1962-1963 tuberculosis epidemic in Eskimo Point, N.W.T.
Bibliographic record
Abstract
In the winter of 1962-1963, an epidemic of tuberculosis broke out in Eskimo Point, an Inuit community on the west coast of Hudson Bay in the Canadian Arctic. The outbreak was made possible by bad living conditions, among the worst ever documented in the history of the Canadian Arctic. The epidemic reveals the intersection of social attitudes, the economic logic of a postwar Canadian welfare state, and the difficult transition being made by Inuit moving from tents, igloos, and land-based camps to settlements along the Arctic coast. It is a case of “structural violence” where rules, policies, and social institutions operate in ways that cause physical and psychological harm to people lacking the power and/or resources necessary to changing the social systems and conditions in which they live. Both individuals and entire communities are affected. With regard to past—and present—Inuit housing conditions, we invoke the concept of structural violence to stress the importance of identifying and speaking about public health problems as a violation of internationally recognised human rights.
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 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 | 0.002 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.003 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.000 | 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 teacher head, 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".