Ambivalent Blues: Woad and Indigo in Tension in Early Modern Europe
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
In early modern Europe, blue textile dye was principally obtained from two dye plants, woad and indigo. Of these two dye sources, woad was native in the temperate climes of Europe, while tropical indigo became widely available only after Europe established commercial oceanic trade routes with India and the Americas. Indigo soon became a highly valued import, undermining woad production by unsettling traditional patterns of wealth circulation. Well-established woad producers took powerful steps to protect their industry, but in spite of their efforts, it ultimately succumbed in the face of indigo imports. In this paper, I examine the ways in which the long lasting conflict between the dyestuffs woad and indigo in early modern Europe evokes the tensions between imported and home-grown commodities.
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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 it