Bibliographic record
Abstract
Van der Wiel, Renée. The Swazi People. Gallo Manor, South Africa: Awareness Publishing Group, 2012. Print.South Africa describes itself as “one rainbow nation going forward”, but within that rainbow there are eleven indigenous South African peoples. The Swazi People is one of eleven volumes in the African Cultures of South Africa series, which presents the cultures for readers at the upper elementary level. The other volumes include the cultures of The Khoikhoi, The Ndebele, The North Sotho, The San, The South Sotho, The Tsonga-Shangaan, The Tswana, The Venda, The Xhosa, and The Zulu.In The Swazi People, Renée Van der Wiel describes their arts and crafts, beliefs, clothes, history, houses, language, leaders, marriage, music and dance, recipes, and way of life. The book incorporates many Swazi words, which are listed in the glossary at the back of the book. For example, mahiya (cotton cloth), gogo (grandmother) and lobola (marriage gift, usually cattle) are all listed in the glossary.This volume is attractively produced and brightly coloured. It opens with a full-page map of South Africa that shows the historical movements of the Swazi people and highlights their homelands. Text and images are presented on alternate pages. The professional quality images are usually full-page and are either historical black and white photos or modern colour photos of Swazi people engaged in traditional activities. There is also an index, which improves the book's usefulness as an elementary research text.The text is written in age-appropriate language and deals with the subjects in sufficient detail that as an adult, I was able to learn from it. In general, the tone is objective and non-judgemental. For example, "[i]n 1973, King Sobhuzall and the Imbokoduo National Movement stopped all other political parties from taking part in elections in Swaziland. (…) After only five years of being a democracy, Swaziland became a country ruled by a king." Where there is bias present, it is more in the form of presenting the Swazi point of view: "But the Boers did not care about looking after the Swazi people – all they wanted was to get through to the sea without having to travel through British territory.".This sturdily bound volume is an excellent work and is highly recommended for public and elementary school libraries. Highly recommended: 4 stars out of 4Reviewer: Sandy CampbellSandy is a Health Sciences Librarian at the University of Alberta, who has written hundreds of book reviews across many disciplines. Sandy thinks that sharing books with children is one of the greatest gifts anyone can give.
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 | 0.003 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 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".