Bibliographic record
Abstract
WOMEN ON THE MARGIN OF SOUTH AFRICAN SOCIETY: THEMES IN THE CINEMA OF DARRELL JAMES ROODT South African director Darrell James Roodt is one of the most dominant and prolific figures in the South African film industry (Armes 2008: 112), having made a total number of 25 feature films and three television series to date. Surprisingly few academics have devoted chapters in books or doctorate dissertations to his work (Blignaut & Botha 1992; Botha & Van Aswegen 1992; Murphy & Williams 2007; Treffry-Goatley 2010). Roodt's oeuvre includes some of the milestones in South African cinema since 1980s, as well as genre films such as Dracula 3000 (2004), which received negative notices by critics (Murphy & Williams 2007).This article forms part of an ongoing investigation into the cinema of Roodt and is an attempt to explore some of the major themes in his oeuvre.Darrell Roodt was...
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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 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 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".