David Livingstone, UNESCO, and Nation-Building in 19th-21st-Century Scotland and East and Central Africa
Bibliographic record
Abstract
This article assesses the role of David Livingstone (1813-73), a Scottish missionary, in nation-building efforts in Scotland and parts of the western Indian Ocean World. It begins by establishing the ways in which he became central to Scottish national, British imperial, Christian missionary, and abolitionist movements in the late-nineteenth and early-twentieth centuries. It then examines why, despite these ‘colonialist’ associations, he remains central to some aspects of nation-building in present-day Tanzania and Malawi. The key focus in this context are these two nations’ respective applications to the United Nations Educational, Scientific, and Cultural Organization (UNESCO) to have museums and landmarks that centre Livingstone in their histories recognised as World Heritage sites. In so doing, it draws on regional concerns within the nations themselves, the prerogatives behind UNESCO’s activities on the African continent, and ongoing relationships between Scotland and (especially) Malawi. Despite current social movements that are increasingly vocal and critical of figures associated with colonialism, Livingstone remains revered and central to the nation among many in Scotland and East and Central Africa.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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 | 0.001 | 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".