Decolonization, Reinhabitation and Reconciliation: Aboriginal and Place-Based Education
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
Aboriginal/Indigenous education is being increasingly emphasized in Faculties of Education across Canada. Through self-study as an instructor of a mandatory course in Aboriginal education in a Faculty of Education, the author is exploring the use of local, place-based education in the fostering of cross-cultural understanding of Aboriginal and non-Aboriginal Canadians as having interrelated histories and contemporary realities in Canada. Place-based education has the potential to further the goals of Aboriginal education: to serve Aboriginal learners as a tool of resurgence and sovereignty, to disrupt racialized perceptions of Aboriginal peoples, to create awareness of the cultural location of all peoples and pedagogies, and to create right relation between the peoples and the lands of Canada through decolonization, reinhabitation, and reconciliation.
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 | 0.001 | 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 it