“Frogs don’t remember when they were tadpoles”: searching for love in South Korea’s “cyber gay ghetto”
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 paper examines the contradictory role of the Internet in shaping the cisgender gay male community in the non-liberal and communitarian context of South Korea. Despite its global status as a cultural powerhouse with one of the world’s most networked economies, Korea is notorious for its strict regulation of gender roles and sexual conduct. Since the mid-1990s, its gay population has utilized the BBS (Bulletin Board Service) and the Internet to evade familial surveillance and forge discreet gay lifestyles. Nonetheless, challenging the liberatory discourse of the Internet associated with the worldwide phenomenon of “queer globalization,” this technology is now contributing to the mutual estrangement of gay men from each other and the broader Korean society. Not only do they have to jump through the hoops of each other’s reified sexual preferences to connect with the community organized as a neoliberal market, they have to contend with the pressures of conforming to a hetero-masculinist culture based in the overlapping structures of family, work, and military that remain hegemonic in South Korea. Unable to suture this gap between a Korean family-based reality and a white Euro-American gay lifestyle promoted on the Internet, many gay men become stranded as “small tribes within a cyber ghetto.”
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 | 0.001 | 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