The Pearl of Tuva: Authenticity and Tuvan Khorekteer (Throat Singing)
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: The Russian Republic of Tuva is home to the solo multiphonic singing styles encompassed under the umbrella terms khorekteer and khoomei. This paper explores the conceptual complexities of authenticity pertaining to Tuvan throat singing. The author reveals ethnicity and race as primary authenticity markers as expressed by indigenous performers of Tuvan music. This paper also examines the events surrounding the 2002 Dembildei International Throat Singing Competition held in Tuva’s capital city Kyzyl. Concerns of authenticity as expressed by the panel of judges for Dembildei 2002 are presented alongside some other political, social, and economic forces that resonate around this event. I recall an advertising campaign initiated by the popular clothing and accessory giant, GAP in 1994. Rolling Stone was one of many magazines to feature a full-page spread of a contemplative Miles Davis seated somewhat awkwardly in a metal studio chair and dressed in khaki trousers. The photograph was taken nearly forty years before the GAP’s advertising crusade for the revival of plain khaki pants. A series of memorable GAP television advertisements that hit the airwaves in 1999 always concluded with the perfunctory catch phrase ‘This is original. ” One of the more short-lived commercials featured trumpeter and co composer of The Little Spanish Flea, Herb Alpert. Alpert wandered the stark white backdrop of
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 | 0.000 | 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) | 0.002 | 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