Virtual Music Idol, the Chinese Leitkultur and the Making of the World’s First Virtual ‘Red Diva’
Bibliographic record
Abstract
Luo Tianyi is currently the most popular virtual music idol in China, a product of the collective imagination of her fans. She has attracted many fans because of her cute image, her music works, and the space for imagination it brings to people. The development of virtual singers in China is deeply influenced by the Japanese ACGN (anime-comic-game-novel) culture. At first, most of Luo Tianyi's fans were fans of the Japanese virtual singer Hatsune Miku or other anime fandoms with a strong subcultural nature. However, in recent years, Luo Tianyi has gradually attracted the attention of the Chinese official media and gradually shifted from subculture to mainstream culture. As a result, it has not only had a significant impact on the Bilibili Site, the largest interactive Internet platform for teenagers in China but also interacted with the official media, thus becoming an extraordinary music idol.
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 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 | 0.003 |
| Science and technology studies | 0.005 | 0.010 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 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 itClassification
machine, unvalidatedMachine predicted; both teacher heads agree on what is shown here.
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".