Tracing the Carnival Spirit in Buffy the Vampire Slayer: Feminist Reworkings of the Grotesque
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
Taking Buffy the Vampire Slayer (BtVS)as a platform of analysis, Sherman traces the connections and contradictions between the bodies in Bakhtin, Anzaldua, and Haraway. Arguing that a reconfigured carnival spirit finds its way into BtVS, Sherman explores the ways in which BtVS offers both sporadic visions of cosmic unity and liberation, as well as a committed political vision of coalition in service of justice. Foregrounding the political meaning of the grotesque and contradictory body, Sherman highlights the opposition between the temporary liberation of Bakhtin's carnival as defined by the always already outside society body of the morbid maternal, and the space of politics centrally defined by the Mestiza/Queer or cyborg. Sherman interrogates monstrous modes of reproduction and their theoretical offspring, exploring how society is imagined in each theory by such reproduction.
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.
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 | 0.002 | 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 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 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 it