‘St Helena, an island between’: Multiple migrations, small island resilience, and survival
Bibliographic record
Abstract
St Helena is a non-sovereign British Overseas Territory located in the South Atlantic Ocean. When full British citizenship was removed in 1981, migration destinations were reduced to Ascension Island and the Falkland Islands. The islanders of St Helena are not only transnational; they are trans-islander. With the return of citizenship in 2002, many St Helenians migrated to the UK, depleting the population on the island, creating doubts regarding the island’s future. Whilst the islanders defended their British national identity, they simultaneously questioned it. This paper demonstrates how although St Helena officially economically relies on the British Government, the islanders themselves support their island through economic remittances. This paper offers an insight into how communities survive during times when their national identity is ruptured. The St Helenian community remains intact; the islanders have ensured this. A suit of Bourdieu’s concepts have been utilised for a theoretically driven understanding of islandness. Islander identity is formed as outward-looking desiring opportunity, freedom of movement and capital, and inward-looking with a strong sense of feeling and attachment to the island. Continuity and survival for this small island community is composed of migration, shift, and rupture.
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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 | 0.005 | 0.010 |
| Scholarly communication | 0.004 | 0.003 |
| Open science | 0.000 | 0.005 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.003 | 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".