Convents, Claddagh rings, and Even The Book of Kells: Representing the Irish in Buffy the Vampire Slayer
Bibliographic record
Abstract
After a brief overview of theoretical approaches to the television series Buffy the Vampire Slayer , this article relies on postcolonial theory to analyze the portrayal of the Irish vampire Angel in Buffy , as well as his rivalry with the English vampire Spike. Beginning in the twelfth century, the Anglo-Norman conquerors of Ireland had relied on stereotypes of the Irish in order to justify governance of them. Introduced in Season 1 of Buffy , the vampire Angel embodies the major cultural stereotypes used by English colonizers to represent their Irish conquests. The English vampire Spike, introduced in Season 2, also embodies various cultural stereotypes of the English. The subsequent rivalry between Angel and Spike draws on aspects of the Celt/Saxon dichotomy, which was developed during the Victorian era at the height of British colonization to reinforce British claims to power.
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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 | 0.003 | 0.005 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| 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".