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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 OpenAlexaff
Jessie Robinson, Judith Walker, Pierre Walter

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.

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)0.006
metaresearch head score (Gemma)0.007
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.007
Threshold uncertainty score0.034

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0060.007
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.001
Bibliometrics0.0010.001
Science and technology studies0.0030.026
Scholarly communication0.0070.009
Open science0.0020.013
Research integrity0.0020.005
Insufficient payload (model declined to judge)0.0040.001

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.

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

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 designQualitative
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

Citations4
Published2023
Admission routes1
Has abstractyes

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