Regulating the Idol: The Life and Death of a South Korean Popular Music Star
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
Abstract For many people outside the South Korean popular music (K-pop) world, the December 2017 death of pop star Kim Jonghyun was a sad, but abstract event. Jonghyun, and dozens more like him, is a type of Korean celebrity known as an “idol.” In addition to being popular within Korea, idols are the public face of K-pop, which has become a worldwide phenomenon. This has made idols into incarnations of Korea and Korean culture, and brought the public's powerful disciplining gaze to bear on these young performers. In this paper, we explore how characteristics of life in contemporary Korea—including a high suicide rate, and intense pressures in education and employment—compound with idols' years of intense training in singing and dancing without adequate attention to physical, much less mental, health. Although this is the first incident of an A-list K-pop idol committing suicide, we propose that the nature of contemporary Korean celebrity, together with specific factors defining the lives of Korean youth, create an environment where suicide may become even more prevalent, escalating Korea's suicide rate, which is already among the world's highest. Finally, we discuss the potential impact of Jonghyun's suicide on K-pop fans.
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 | 0.000 | 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 | 0.001 | 0.001 |
| 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