Women's Fashion Shows as Feminist Trans-formation
Bibliographic record
Abstract
This article has emerged from a research partnership between a feminist Filipino activist, a feminist academic researcher and ally, and community-based researcher. In this discussion, we explore a unique arts-based feminist popular education project which used the format of a fashion show, which is not usually associated with women’s emancipation, to tell stories about the colonization of the Philippines, its history and present neocolonial practices and their role in constructing and constraining Filipino women’s freedom and opportunities. In 2004, 2005 and 2008, the Philippine Women’s Centre of British Columbia (PWCBC), one of the longest standing feminist organizations in Vancouver, created and launched three Political Fashion Shows. Framed by feminist perspectives of transnationalism and global capitalism, as well as feminist approaches to popular education, we comment on three scenes from these shows which we have selected as they exemplify the power of visual and performative art to speak truth to power and create spaces of public pedagogy and feminist praxis.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.003 | 0.003 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.002 |
| Science and technology studies | 0.018 | 0.027 |
| Scholarly communication | 0.011 | 0.004 |
| Open science | 0.001 | 0.007 |
| Research integrity | 0.002 | 0.003 |
| Insufficient payload (model declined to judge) | 0.009 | 0.001 |
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 source (direct Gemma or distilled Codex), 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".