Bibliographic record
Abstract
Central to virtually any indictment of South African literature, its historiography, or otherwise culturally and politically influenced modes of representation persist themes of social, political, and racial inequality. That is not to say that all South African cultural productions revolve around a centrifuge of racially focused social commentary; rather, that when historicizing a work of South African aesthetics such themes inevitably arise because of the nation’s colonial history and the Eurocentrism that have pervaded its modern socio-political foundations. When examining South African aesthetic/cultural representations (in this case, a literary text) it is thus crucial to properly locate the work in as full a historical context as possible. My research therefore aims to link South Africa’s history of colonization with the damaged race relations that ensued in the twentieth century as represented in a prominent work of South African theater: Athol Fugard’s “Master Harold” … And the Boys. My essay traverses the history of British and Dutch colonization in South Africa and seeks therein to register foundations for the Eurocentric, whitewashed ideologies which would eventually translate into official state policy in 1948 and which precipitated the broken race relations that Fugard’s semi-autobiographical play interrogates. I discuss Fugard’s depiction of white privilege while systematically linking such representations back to their colonial foundations, and ultimately assess Fugard’s play as a condemnation of white supremacy and as a plea for the recalibration of prejudiced racial hierarchies.
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 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 | 0.002 | 0.006 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.015 | 0.029 |
| Scholarly communication | 0.007 | 0.005 |
| Open science | 0.000 | 0.006 |
| Research integrity | 0.001 | 0.004 |
| Insufficient payload (model declined to judge) | 0.011 | 0.001 |
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".