Discussion About Darius Milhaud and His Work: Double Piano Cento Scaramouch
Bibliographic record
Abstract
Darius Milhaud is one of the most influential and productive composers in French during the twentieth century. In his nearly 60 years of music composing career, he created more than 400 pieces of works. Although he spent most of his life of 82 years in France, Brazil and United States served as two important windows for acquiring information from the outside world for him. He traveled back and forth between these three places in a cycle manner, that is, [A] France – [B] Brazil – [A1] France – [C] America – [A2] France, which can also be called a “cyclic” life experience. Milhaud’s double piano cento Scaramouch is one of the representative works in the double piano performing form, which is also very popular in our country’s piano field. Although it is a cento consisting of three movements, each movement has many similarities in the structure of musical form, such as the macro structure of each movement is all the compound ternary form, and the first section of which is all the simple binary form, and so on. The main factor that can be used to compare each movement is the music content.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.003 | 0.008 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.002 | 0.001 |
| Science and technology studies | 0.015 | 0.012 |
| Scholarly communication | 0.010 | 0.005 |
| Open science | 0.002 | 0.005 |
| Research integrity | 0.006 | 0.010 |
| Insufficient payload (model declined to judge) | 0.006 | 0.002 |
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; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
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".