Subtropical Fashioning: Examples of Care and Community in Twentieth Century Fashion Systems
Bibliographic record
Abstract
<p dir="ltr">Significant change is required to address the harms caused by the dominant global fashion system, which is characterized by overproduction and overconsumption. Propositions for a changed fashion future include moving to models that have justice, care, and regeneration at their heart. Examples of alternative fashion systems already exist in both past and present. This article proposes that analysis of social history collections in museums can offer insights that demonstrate alternative fashion practices in action. Through narratives of artifacts from the Queensland Museum’s Social History collection, this article traces alternative fashion systems of twentieth century Australia to explore a fashion future that may be sustained. The narratives integrate material and textual analysis to examine the fashion system in which each garment existed, identified in relation to the elements of ‘industry’, ‘change’, and ‘culture’. The three artifacts represent different approaches to how fashion is produced and consumed, and act as proof points for future fashion systems.
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How this classification was reachedexpand
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 | 0.000 | 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
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".