MétaCan
Menu
Back to cohort
Record W4411256528 · doi:10.3390/su17125459

Teaching in a Time of Climate Collapse: From “An Education in Hope” to a Praxis of Critical Hope

2025· article· en· W4411256528 on OpenAlexaff
Rebecca J. Williams, Kari Grain

Bibliographic record

VenueSustainability · 2025
Typearticle
Languageen
FieldSocial Sciences
TopicCritical and Liberation Pedagogy
Canadian institutionsUniversity of British Columbia
Fundersnot available
KeywordsPraxisClimate changeEnvironmental ethicsSociologyPhilosophyEpistemologyGeologyOceanography

Abstract

fetched live from OpenAlex

Given recent geopolitical shifts to abandon an organized response to the climate crisis and the projections of the 2023 IPCC report, scientists have confirmed that climate collapse is likely, if not inevitable. In this perspective paper, we pose two questions: What is the job of a sustainability educator at this point in the climate crisis? What good is hope if the object of hopefulness is not achievable? We examine these questions through a literature review of climate emotions and hope discourse in sustainability education, narrowing our focus to critical hope. Building on existing research, we contend that a sustainability educator’s job in this phase of climate collapse is to convey a praxis of critical hope, which attends to the following realms: (a) the core sustainability curriculum, (b) engagement with emotions and coping skills, (c) the interrogation of complex systems and embedded injustices, and (d) pathways and strategies for organized action. The discussion presented herein analyzes student reflections from a higher-education sustainability course that integrated the principles of critical hope into applied projects. Ultimately, a praxis of critical hope might allow sustainability educators to encounter the dire realities of the climate crisis while sustaining themselves and their students through a long-term labor of love.

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)0.002
metaresearch head score (Gemma)0.009
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMetaresearch
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.300
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.009
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
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 head0.009
GPT teacher head0.408
Teacher spread0.399 · 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 designTheoretical or conceptual
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

Explore more

Same venueSustainabilitySame topicCritical and Liberation PedagogyFrench-language works237,207