Performing Survivance: (Re)Storying STEM Education from an Indigenous Perspective
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
Abstract There is a growing realization from academics, the public, and Indigenous Peoples for compelling new narratives to reshape the ‘progress narrative’ of modernity based on the classical scientific paradigm that has privileged mind over body, heart and spirit; human over more-than-human; and overlooked the worldviews and knowledges of Indigenous Peoples. The prevailing narrative has created an imbalance that impacts the ethnosphere and the biosphere. Regardless, mainstream education is uncritically promoting STEM (science-technology-engineering-mathematics) thinking, an agent of empire fueling the state-military-industrial-education complex, This paper is a call to widen the Eurocentric and anthropocentric knowledge base of mainstream education to include as ‘equivalent’ Indigenous and other Other(ed) worldviews and epistemologies. This (re)storying of STEM is based on the teachings of my Elders and recent research with my community in British Columbia in solidarity with Indigenous communities in Peru as we work to regenerate more complex, culturally-inclusive possibilities for living together on a shared planet.
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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.004 | 0.000 |
| Scholarly communication | 0.001 | 0.002 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 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