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Record W4316038907 · doi:10.1177/15413446221151045

Awakening Sleepy Knowledge: Extrarational Pedagogies and Transformative Learning in Environmental Justice Education

2023· article· en· W4316038907 on OpenAlex
Jessie Robinson, Judith Walker, Pierre Walter

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.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.

Bibliographic record

VenueJournal of Transformative Education · 2023
Typearticle
Languageen
FieldSocial Sciences
TopicAdult and Continuing Education Topics
Canadian institutionsUniversity of British Columbia
Fundersnot available
KeywordsTransformative learningSociologyAgency (philosophy)SolidarityIdeologyEnvironmental ethicsPraxisEconomic JusticeHegemonyPoliticsEpistemologySocial sciencePedagogyLawPolitical science

Abstract

fetched live from OpenAlex

Centuries of settler-colonial capitalist hegemony have deeply embedded violent paradigms of separation and hierarchy in our societal structures and internalized ideologies, ultimately manifesting in global climate justice crises. We argue, therefore, that addressing the socio-ecological catastrophes we currently face necessitates an inclusive engagement with a diversity of ways of knowing often overlooked or actively repressed by dominant epistemologies. Dismantling oppressive structures begins with critically examining how they manifest within our habits of mind so we can then see beyond them—to capture what was lost, what is hidden, and what could be. Drawing on a diversity of theories, this largely conceptual paper calls for the (re)introduction of pedagogies that engage our creativity and extrarational senses to help transform our perspectives toward environmental justice. Extrarational pedagogies provide space to challenge dominant paradigms, empathetically experiment with creative alternatives, increase learners’ sense of agency, and overturn the notion that we are powerless to change our circumstances. Such pedagogies promote perspective shifts toward solidarity, compassionate accountability, and an increased awareness of the interconnectivity of our collective survival and well-being.

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 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 categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.363
Threshold uncertainty score0.434

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 studies0.0000.000
Scholarly communication0.0000.001
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 head0.022
GPT teacher head0.366
Teacher spread0.344 · 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