Indigenous Knowledges, Representations of Indigenous Peoples on the Internet, and Pedagogies in a Case Study in Education: Questioning Using the Web to Teach About Indigenous Peoples
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 paper examines pedagogical issues in uses of the Internet in educational settings by student-teachers, teachers, and their students as it relates to Indigenous peoples. The paper begins with a discussion of lndigenous knowledges followed by discussions of a website called "Exploring Nunavut" which is critiqued through decolonizing theory, Indigenous knowledges, and cultural studies. The paper then presents a case study in which the Internet is used to stimulate discussions of culture in a grade 3/4 classroom. The analysis of the story demonstrates the ways that the Internet texts are taken up through dominant discourses which are presented in the website. The paper demonstrates the complexity of educational practices in discussions of Indigenous peoples, the Internet, and education.
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 | 0.003 |
| 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