Bibliographic record
Abstract
This article analyzes the way in which pnu di tra shapes the history of Cape Verde. Pnu di tra is a cotton fabric that began to be produced in the archipelago in the midfifteenth century, the technique having been brought from Africa to the islands by Guinean slave weavers. It was later used as trading currency for the acquisition of slaves from Africa's West Coast to be sold in Brazil, migrating there as well. Following their independence in 1975, pnu di tra will came to be a testimony to the islands African heritage, and a symbol of Cape Verdean identity. It is in the context of the re-Africanization process led by the PAIGC (the African party for the independence of Guinea and Cape Verde) following independence that a valorization process begins which, in conjunction with opening markets and growing tourism, culminating in the establishment of pnu di tra as a trademark of Cape Verdeanhood. With this process in mind, I analyze the effects of globalization in an island context and the possible forms of resilience to it.
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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 | 0.001 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.011 | 0.005 |
| Scholarly communication | 0.004 | 0.003 |
| Open science | 0.001 | 0.003 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.011 | 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 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".