Interpreting Gesture as Motive: A Transformational Perspective on Replication in R. Murray Schafer’s Seventh String Quartet1
Why this work is in the frame
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Bibliographic record
Abstract
While the text, instrumentation, and performance details of Schafer’s Seventh String Quartet (which include an obligato soprano, colour and costume motifs, and texts based on the writings of a schizophrenic woman) seem to distract from the work’s pitch structure, seemingly disparate motives can instead be considered closely related because they repeat a particular transpositional gesture. This article uses transformational network analysis, a recently developed theoretical approach incorporating elements of mathematical and musical set theory, to illustrate similarities between these pitch motives. A brief introduction to transformational network analysis is included for those not familiar with its terminology.
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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 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| 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