Bibliographic record
Abstract
“Do not have me say poison,” pleaded Charles Koechlin in 1926 as he reflected upon the influence of Massenet on the young Debussy. Massenet: the charmer, the composer attentive to his market. Debussy: the bold revolutionary who struggled to attain aesthetic autonomy. Even though these epithets are reductive, and have even become stereotypes, they are difficult to disentangle from any consideration of the relationship of these two figures. That relationship has to negotiate the large chasm that separates them in the usual way of tracing the history of music, a narrative where Debussy assumes the role of a colossal figure who had a major impact on the destiny of Western music, whereas Massenet has a negligible part to play. Koechlin strongly implies that many musicians in the 1920s thought that Massenet had the effect of poison on the young Claude-Achille. It is worth positioning Koechlin's remark in its original context: “Debussy took a long time to shake off the influence (do not have me say poison) of Massenet. It can happen that a lot of time elapses before an artist discovers himself.” In underlining the slow artistic development of Debussy, Koechlin implicitly touches upon a major issue in debates about his stylistic evolution, debates that have affected the way that critics have positioned Massenet in relation to his younger colleague. According to Maurice Emmanuel, Debussy discovered his own voice quite quickly. In anecdotes first published in a special edition of La revue musicale devoted to Debussy's youth—anecdotes that would become widely disseminated—Emmanuel tells of how Debussy entertained his fellow students at the Conservatoire with “a plethora of chords […], a rippling of weird arpeggios, a gargling of trills with three simultaneous pitches [and] series of unanalyzable harmonic progressions.” Emmanuel took up the same theme in a monograph about Pelléas et Mélisande dating from the same period. Responding to the “cascades of chords” applauded by Debussy's classmates, Émile Durand, the harmony teacher, snapped the piano cover shut on the fingers of his student and scolded him: “you would be better served by practicing harmonic progressions.” In short, Emmanuel tells of the coexistence of two Debussys at the Conservatoire: one, Claude-Achille, who followed the compositional regime of the school, and the other, the “authentic Debussy,” whose mature stylistic and syntactical orientation was already to a certain extent in place.
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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 | 0.001 | 0.005 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.009 | 0.009 |
| Scholarly communication | 0.009 | 0.007 |
| Open science | 0.001 | 0.005 |
| Research integrity | 0.004 | 0.007 |
| Insufficient payload (model declined to judge) | 0.012 | 0.004 |
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".