The Ludic Bestiary: Misogynistic Tropes of Female Monstrosity in <i>Dungeons & Dragons</i>
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
This article introduces the concept of the ludic bestiary, a game mechanic that the authors argue produces abject bodies. Using the “hag” in Dungeons & Dragons as a case study, the authors demonstrate how the game’s bestiary, the Monster Manual, functions as a tool of patriarchal control by defining, categorizing, and classifying the body of the female other as evil, abject, and monstrous. Importantly, the ludic bestiary not only exists as a core rulebook in Dungeons & Dragons but has also been remediated as a narrative-heavy submenu in several digital games. The authors find that the figure of the monstrous woman persists in games because of the widespread distribution of the Monster Manual to young men in hobby communities, the cultural influence of Dungeons & Dragons, depictions of monstrosity that blend the erotic with the maternal, and the discursive categorization and objectification of the female body by ludic systems.
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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 | 0.000 | 0.000 |
| 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 it