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Record W7125476567 · doi:10.12795/cp.2025.i34.v1.03

Adult education and the aesthetic turn: (Re)Imagining for a troubled world

2025· article· W7125476567 on OpenAlexaboutno aff
Darlene E. Clover, Sema Kaya

Bibliographic record

VenueCuestiones Pedagógicas · 2025
Typearticle
Language
FieldSocial Sciences
TopicAdult and Continuing Education Topics
Canadian institutionsnot available
Fundersnot available
KeywordsGlobeCapitalismDiversity (politics)Adult educationDemocracyScope (computer science)Work (physics)

Abstract

fetched live from OpenAlex

We live in a deeply troubled world of global patriarchal capitalism that has put lives in peril and made critical adult education work extremely challenging. Grounded in theories of the imagination and the need for a different imaginary, we explore the aesthetic turn in adult education, and specifically how artsbased and creative approaches are being mobilised by adult educators in Canada and across the globe to address social issues and (re)imagine who people are and what they are able to see, hear and know. We concentrate on varied examples of work with marginalised populations in diverse settings and institutions including communities, museums, libraries and universities. We explore how aesthetic practices reshape perception, disrupt silences, look back to think forward, dislodge fixities of commonsense, encourage cultural democracy and democratise culture. By exploring a diversity of practices and locations, we illustrate the range and scope of aesthetic pedagogical practices and emphases. While aesthetic educational work cannot change the world alone, we argue that it is upholding the critical social purpose of our field by encouraging new competencies of seeing, knowing, identifying, visualising, historicising and democratising in the interests of a just world for all.

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)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.774
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0020.001
Scholarly communication0.0010.000
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 head0.017
GPT teacher head0.360
Teacher spread0.343 · 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

Citations1
Published2025
Admission routes1
Has abstractyes

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