Elders' Teachings about Resilience and its Implications for Education in Dene and Cree Communities
Bibliographic record
Abstract
This study developed out of a need to discuss Eurocentrism in Indigenous education and to provide what the Elders describe as an appropriate educational experience. The purpose of the study was, within a northern context, to discuss Indigenous education, and how educators and Elders perceived their cultural models, values, and aspirations of Indigenous resilience. This study deals with Indigenous resilience based on knowledge held by Indigenous educators and Elders with respect to the traditional teachings and values within Indigenous cultures in Northern Manitoba. We present the perspectives held by these constituents with respect to the notions of Indigenous resiliency. Two Indigenous researchers of Dene and Cree nations share their perspectives based on interviews with Indigenous Elders about traditional education in Northern Manitoba. Interview results demonstrate that a traditional, culturally appropriate model of education is significant to Indigenous resilience development.
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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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.005 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| 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 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".