From Indigenous philosophy in environmental education to Indigenous planetary futures: what would it take?
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 The past two decades have seen a proliferation of Indigenous philosophy in environmental education. Much of this anti and decolonial work has made significant advances in deconstructing western modernist subjectivities; re-embedding and re-situating Indigenous and western relational epistemologies into human-earth relationality, including critical inquiry into questions of positionality, power-knowledge and human and more-than-human agency. Less articulated, however is the potential of these practices to address large scale and interrelated global challenges associated with climate and cultural-ecological crisis which coincide with the intensification of late capitalism, colonialism, and white supremacism. Relatedly, at global levels human rights approaches to planetary wellbeing continue to predominate and prominent international agreements such as UNDRIP, SDG, IPCCC and the Global Compact for Migration remain siloed from one another. Providing a broad sketch of these themes I then propose a whakapapa or kinship-based approach to life as laying the conceptual foundation for three regenerative place-based strategies which I subsequently introduce. Each strategy treats contemporary global challenges as interconnected and positions Indigenous knowledges and lifeways as playing a crucial role in addressing these. Moving from Indigenous philosophy in environmental education to broad intersectoral action, these strategies also make the interconnections between individual, collectivist, and structural approaches to Indigenous-led intergenerational resilience as one means to support our collective action toward healing human-environmental relations.
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 | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.001 | 0.001 |
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