Integrating traditional educational practices of the Siksikaitsitapi (Blackfoot confederacy) into a post-secondary context
Bibliographic record
Abstract
The colonisation of the Indigenous Peoples of Canada, has led to the subjugation of Indigenous knowledges and the structuring of an education system that excludes the use of Indigenous ways of knowing, being, and doing. This paper makes space for and privileges Siksikaitsitapi (Blackfoot Confederacy) human development theory and articulates the four stages of human development (knowledge of tribal and cosmic responsibilities; experiential knowledge of tribal alliances; embodiment of knowledge and skills acquired for the wellbeing of a cosmic universe, and; transfer of knowledge and skills to the next generation) through the words of Blackfoot scholars. Six Blackfoot pedagogical methods of teaching and learning (experience; language; transfer; grandparents; stories, and; place) are shared and their utilisation is illustrated in each different stage of development. I do this by describing how I apply these Blackfoot teachings into my teaching philosophy and practices to achieve two-eyed seeing.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.019 | 0.009 |
| Scholarly communication | 0.003 | 0.001 |
| Open science | 0.001 | 0.004 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.005 | 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 source (direct Gemma or distilled Codex), 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".