From the Light into the Dark: Understanding Transgressed Spatial Boundaries in Are You Afraid of the Dark?
Bibliographic record
Abstract
\u0026lt;p\u0026gt;On October 31, 1990, the first episode of the children's television series Are You Afraid of the Dark? aired on the Canadian station Youth Television (YTV). The series, which would be comprised of 91 episodes and 7 seasons, began with the phrase, "Submitted for the approval of the Midnight Society. I call this story…" (MacHale). The opening campfire scenes and the stories that followed strike at the heart of nostalgia for many horror fans. The series has maintained a sizeable cult following that continues to enjoy the show's tales of horror, science fiction, and fantasy. Its influence and success precedes youth-oriented horror anthologies like Tales from the Crypt Keeper (1993), The Nightmare Room (2001), Goosebumps (1995), and R.L. Stine's The Haunting Hour (2010). In this work, I begin a conversation regarding Are You Afraid? and the efficacy of young adult horror, in order to apply a critical lens to a series that targets a young, developing audience. Moreover, I argue the significance of spatial boundaries, the consequences of transgressing borders, and the importance of morally ambiguous messaging to a young audience. By addressing these elements, we can understand the didactic lessons of adolescent horror, address concerns regarding suitable content for developing viewers, and learn about young audience's consumption of horrific material.\u0026lt;/p\u0026gt;
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 | 0.006 | 0.008 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.001 |
| Science and technology studies | 0.016 | 0.054 |
| Scholarly communication | 0.015 | 0.013 |
| Open science | 0.002 | 0.009 |
| Research integrity | 0.003 | 0.007 |
| Insufficient payload (model declined to judge) | 0.004 | 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".