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Record W7117101323 · doi:10.1080/02615479.2025.2608207

Collaging connection, stitching survival: reflections from an arts-based assignment in a social work trauma course

2025· article· en· W7117101323 on OpenAlex
Christine Mayor, Shauna Doerksen, Seth Kamabu, Sage Litzenberger, Matthew McCormick, Emily Reske, Cassidy Sylvester, Ivana Lynne Yellowback

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

VenueSocial Work Education · 2025
Typearticle
Languageen
FieldArts and Humanities
TopicArt Therapy and Mental Health
Canadian institutionsUniversity of Manitoba
Fundersnot available
KeywordsSocial workImage stitchingCourse (navigation)Work (physics)

Abstract

fetched live from OpenAlex

Social work programs are increasingly offering trauma education as part of their core and specialized curriculum, but little focus has been given to how students are being taught and evaluated. This co-written article (professor and students) explores the value of assignments that embrace a decolonial approach by offering opportunities for creative exploration, complexity, and self-reflexivity. In particular, we detail one assignment where students create a piece of art in response to an aspect of trauma or way of surviving, coupled with an artistic statement with links to course content. Based on the lack of writing on the topic of arts-based assignments in social work trauma courses, we provide details of the course context, preparing students for the assignment during early classes, assignment instructions, grading, and six student examples of artistic submissions and statement excerpts. The professor and these students then provide reflections on what they learned from the assignment, what helped them in the meaning-making process, and suggestions for the future. The article concludes with areas for future research and pedagogical explorations.

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)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.558
Threshold uncertainty score0.998

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0040.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.000

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 head0.096
GPT teacher head0.417
Teacher spread0.321 · 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