Indigenous Principles Decolonizing Teacher Education: What We Have Learned
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
Although teacher education programs across the country are currently under significant review and reform, little attention is paid to the importance of Indigenous principles that could inform or transform them. Attention to Indigenous principles such as those presented in this paper can, we believe, serve to decolonize teacher education, offering programs that enable greater success for a wider array of diverse students, both Aboriginal and non-Aboriginal, and address their needs and interests. The intent of this paper is to draw attention to the ways Indigenous principles offered by Lil’wat scholar Lorna Williams have influenced one teacher education program, and to share some of the ways that these principles have been enacted within the program. We offer our perspectives as narrative accounts of what we have done in our courses and in our teacher education program that reflect the principles explained in the paper. We do not feel we can express this perspective any different other than to recount shifts made and our observations as educators. These could be expressed as case studies but this would only be paying lip service to claiming a methodology that was not really followed. We offer this paper more as a sharing of narratives drawn to the indigenous principles. Authenticity comes from our common perceptions from different perspectives in the program.Keywords: Indigenous Knowledge; Teacher Education; Decolonization
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.
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 | 0.000 | 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) | 0.001 | 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 it