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Record W4417322261 · doi:10.1017/aee.2025.10100

Telling a Different Story: Self-Determination, Consent and Sacred Respect as Foundations of Education for the World to Come

2025· article· en· W4417322261 on OpenAlexaff
Mark Fettes, Sean Blenkinsop

Bibliographic record

VenueAustralian Journal of Environmental Education · 2025
Typearticle
Languageen
FieldSocial Sciences
TopicIndigenous Health, Education, and Rights
Canadian institutionsSimon Fraser University
Fundersnot available
KeywordsHarmony (color)FlourishingIndigenousNarrativeOddsTRACE (psycholinguistics)Project commissioningEnvironmental education

Abstract

fetched live from OpenAlex

Abstract As usually conceived and practiced, education – sustainability, environmental and beyond – is embedded in an overarching narrative of progress: increasing human knowledge leading us to make wiser decisions about our behaviour, as individuals and societies. This article outlines an alternative story that draws on the work of two Indigenous scholars, E. Richard Atleo (Nuu-chah-nulth) and Leanne Simpson (Nishnaabeg), who approach living well as a quest to co-exist in harmony and balance with all our relations (that is, the living world of which we are an integral part). Among the core principles they identify are self-determination, consent and sacred respect, understood both as operative in the functioning of healthy ecosystems and as guides to human development and relationships. We show how these principles are grounded in a quest for the mutual beneficial flourishing of free beings and trace some of their implications for environmental education. While stories of this kind are at odds with the current dominant conception of schooling, there are many ways in which they could begin to influence how we move beyond the metacrisis and further, how wethink about and practice education for eco-social –cultural change and the future world/s to come .

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.

How this classification was reachedexpand

Full frame distilled prediction

Teacher imitation

Not 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.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.867
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0020.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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.

Opus teacher head0.026
GPT teacher head0.362
Teacher spread0.336 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

Study designNot applicable
Domainnot available
GenreEmpirical

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".

Quick stats

Citations0
Published2025
Admission routes1
Has abstractyes

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