The Several Lives of a Collection of Rag Dump Clothing from Normandy (1900–55): From Farm, to Dump, to Poverty Chic
Bibliographic record
Abstract
This material culture-based text researches the history of a collection of damaged clothing (1900–50s) once worn by farming families in Normandy and Brittany. The clothing was excavated from a textile dump in an abandoned warehouse in Normandy in 2012. This research examines the six life cycle stages of this clothing from original use, to abandonment, resurrection, and upcycling onto the extreme edges of the vintage fashion world. This text then follows the growing use of ragged clothing as design inspiration for both costly couture garments and the cheapest mass high street designs over the last thirty years or more. Carefully destroyed but brand-new and sweet-smelling denim jeans and jackets are now admired by celebrities and young high street fashion consumers around the world as fashionable commodities — worn with little regard to the health dangers faced by workers dealing with sand blasting and bleaches. The research then examines the cultural and social forces behind this interest in destroyed textiles in the world of fashion.
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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 | 0.001 | 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 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".