The same, but with a difference : South African children's literature in relation to Australian and Canadian children's literature
Bibliographic record
Abstract
In this exploratory article attention is paid to noticeable similarities between South African, Canadian and Australian children's literature. Because children's literature, like all literature, can be seen as a mirror of the cultural history and social situation in a country, similarities in the children's literature of these three former British colonies are to be expected. Aspects that will be referred to are the influence of, and relationship to, Britain, the 'mother country'; the landscape; former disposition towards the rural and more recent dealing with urbanisation; the indigenous populations; the use of languages; socio-economic issues and the place of the local children's literature within the global picture. In spite of these similar elements in the respective literatures, they also have unique characteristics that distinguish them from the other. One of the aspects that makes South African children's literature unique is the dealing with (or failing to deal with) apartheid in books for children. This issue is dealt with in the last section of the article.
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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 | 0.001 | 0.001 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| 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".