Is There an Asian Advantage for Pitch Memory?
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
ABSOLUTE PITCH (AP) IS THE ABILITY TO IDENTIFY OR produce a musical note in isolation. As traditionally defined, AP requires accurate pitch memory as well as knowledge of note names. The incidence of AP is higher in Asia than it is in North America.We used a task with no naming requirements to examine pitch memory among Canadian 9- to 12-year-olds of Asian (Chinese) or non-Asian (European) heritage. On each trial, children heard two versions of a 5-s excerpt from a familiar recording, one of which was shifted upward or downward in pitch. They were asked to identify the excerpt at the original pitch. The groups performed comparably, and knowledge of a tone language did not affect performance. Nonetheless, Asians performed better on a test of academic achievement. These results provide no support for the contribution of genetics or tone-language use to cross-cultural differences in pitch memory.
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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 | 0.003 | 0.000 |
| Scholarly communication | 0.000 | 0.003 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.004 | 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