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Record W4413159738 · doi:10.2458/jcrae.7831

Digital storytelling for community resilience: Art as public pedagogy

2025· article· en· W4413159738 on OpenAlexaff

Bibliographic record

VenueJournal of Cultural Research in Art Education · 2025
Typearticle
Languageen
FieldSocial Sciences
TopicIntellectual Property Law
Canadian institutionsSimon Fraser University
Fundersnot available
KeywordsComputer science

Abstract

fetched live from OpenAlex

This is an accepted article with a DOI pre-assigned that is not yet published.Positioning digital storytelling as public pedagogy, this article examines how this multimodal artistic practice fosters community resilience through the intersections of art and social movements. Through examination of two case studies—mini-documentary videos highlighting senior immigrants’ resilience during COVID-19 and a series of soundscapes developed for an urban ecological soundwalk—we explore how these collaborative, relational storytelling initiatives amplify marginalized voices and mobilize collective action. The research identifies three interconnected themes: digital storytelling as public pedagogy, narrative co-creation as catalyst for social movements, and digital platforms as tools for intergenerational and ecological advocacy. These cases illustrate how arts-based digital practices create spaces for dialogue while preserving cultural and ecological knowledge. By bridging individual and collective experiences, digital storytelling emerges as a vital medium for constructing resilience imaginaries and building collective adaptive capacity through creative expression and participatory engagement.

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)0.007
metaresearch head score (Gemma)0.025
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMetaresearch
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.505
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0070.025
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0010.000
Scholarly communication0.0010.001
Open science0.0010.000
Research integrity0.0000.001
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 head0.223
GPT teacher head0.528
Teacher spread0.305 · 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 designNot applicable
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

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