The Role of Fashion and Art in First Nations Healing, Decolonisation, and Cultural Practice
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.
Bibliographic record
Abstract
This paper explores the intersection of art, fashion, and decolonisation within First Nations communities, focusing on how clothing and adornment are powerful tools for healing, cultural survival, and resistance. Through art programs, fashion workshops, and community-based projects, First Nations peoples reconnect with culture, land, and history, fostering identity and continuity while addressing the traumas of colonisation. This paper examines how First Nations artists and designers engage with traditional garments, such as kangaroo skin cloaks and shell necklaces, to reclaim ancestral practices and challenge colonial traumas. By reinterpreting colonial clothes and creating new forms of fashion, artists engage in truth-telling, amplify resilience, and promote reconciliation. This paper highlights the role of art and fashion as an aesthetic expression and a strategy for cultural survival and resistance. It concludes by offering recommendations for policies and programs that support First Nations fashion initiatives, fostering economic opportunities, social well-being, and intergenerational healing. Ultimately, this paper advocates for the transformative power of art and fashion as pathways to decolonisation and empowerment for First Nations communities.
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 imitationNot 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.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it