"My parents, they became poor": The Socio-Economic Effects of the Expropriation and Relocation of Stoney Point Reserve #43, 1942
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
On 14 April 1942 the Stoney Point Reserve was expropriated by the Department of National Defence and Indian Affairs. The land was required for an advanced military training camp to support the war effort The Stoney Point families were quickly relocated to the neighbouring Kettle Point Reserve #44. The loss of the reserve was a traumatic experience for the small Stoney Point band and resulted in severe economic and social problems. Physical removal caused widespread poverty among the band due to inadequate compensation, separation from resources and work, and a reliance on welfare. Socially, the Stoney Pointers suffered from an identity crisis, feeling disjointed from their community and its roots. This case study provides an examination of the effects of expropriation and relocation on Native communities.
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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 | 0.000 | 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 | 0.016 | 0.021 |
| Scholarly communication | 0.003 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| 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 it