Unlearning Colonialism by Attending to the Wisdom of Relational Renewal
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
This article hinges on the conviction that the centuries-long dominance of colonial worldview has resulted in the creation of educational practices that perpetuate colonial forms of relationship denial in mostly subtle and unquestioned ways. As part of an ongoing effort to honour knowledge systems and ways of being that are not fully circumscribed by such colonial logics, we participated in a unique graduate course offered at the University of Alberta. The intention of the course is to engage with the wisdom teachings of relational renewal for the duration of the 13 Moon calendar, which shapes and characterizes the patterns of life and living that have been followed by Indigenous peoples in the northern plains region of North America for millennia. We share reflective insights from course participants, bring focus to three nêhiyaw (Cree) wisdom concepts, and conceptualize a model for unlearning colonial forms of relationship denial that emerges from our engagement with the course experience.
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 | 0.002 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 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