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Record W4409401112 · doi:10.1017/aee.2025.18

A Review of “ <i>Learning and Sustainability in Dangerous Times</i> ” - S. Sterling (2024). <i>Learning and Sustainability in Dangerous Times</i> . Agenda Publishing.

2025· review· en· W4409401112 on OpenAlexaff
Rosemarie Desmarais

Bibliographic record

VenueAustralian Journal of Environmental Education · 2025
Typereview
Languageen
FieldSocial Sciences
TopicMiddle East and Rwanda Conflicts
Canadian institutionsUniversity of British Columbia
Fundersnot available
KeywordsSustainabilityPublishingProject commissioningPolitical scienceSociologyManagementLawEconomicsEcology

Abstract

fetched live from OpenAlex

StephenSterling's lifelong work lies at the crossroads of sustainability, education, and the study of preferable futures for society.His most recent book, Learning and Sustainability in Dangerous Times, offers a curated selection of his past writings and also provides new chapters, exploring alternative paradigms and the meaning of education in challenging times.The book serves as both an introduction to his academic work and a contribution to the field of sustainability education.While forming a coherent whole, chapters can be read as a stand-alone piece.This book explores critical questions to achieving a sustainable society and demonstrates how learning and education can play a decisive role in such an endeavour.Central questions addressed include: What is the nature of the change in consciousness necessary for creating a more ecologically sustainable and liveable world?What changes are required in the way we view and practice education to contribute fundamentally to this shift?(p.4).Striving to articulate a "robust and convincing alternative educational paradigm" (p.69), Sterling aims to help shift education and society toward a preferable future, making a case for contributing to the ongoing Great Transition Initiative (GTI).Sterling's central argument is that achieving a sustainable future requires transcending the mechanistic view of reality, which is identified as "the root cause of today's social and ecological crises" (p.5).Whereas a mechanistic worldview is characterised by "anthropocentrism, individualism, materialism, consumerism, economism, and extractivism," a relational or ecological worldview is "consistent with the Earth-centered worldviews that characterize indigenous cultures" (p.5).The message is clear: "If we want a sustainable future, we need to think relationally" (p.177).The term "sustainable education" describes change in educational culture based upon ecological worldviews.As Sterling highlights, sustainable education is "more than an isolated 'education for sustainability' programme, it is about a shift of personal consciousness and educational culture" (p.188).This shift, he contends, is possible through transformative learning, which can lead to "qualitative shift in perception and meaning making [ : : : ] such that the learner questions or reframes his/her assumptions or habits of thought" (p.151).Building on the work of Gregory Bateson (2002Bateson ( , 2008)), Sterling explores how learning involves and affects different levels of knowing and of consciousness, and when those shift, new alternatives and perspectives are

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 machine prediction

Teacher imitation

Not 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.

metaresearch head score (Codex)0.002
metaresearch head score (Gemma)0.005
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.010
Threshold uncertainty score0.032

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.005
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0020.001
Bibliometrics0.0040.005
Science and technology studies0.0010.001
Scholarly communication0.0020.003
Open science0.0010.001
Research integrity0.0020.003
Insufficient payload (model declined to judge)0.0100.004

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 head0.019
GPT teacher head0.343
Teacher spread0.323 · 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 source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designNot applicable
Domainnot available
GenreReview

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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