Mots cachés: Autobiography in Cocteau's and Poulenc's La Voix humaine
Bibliographic record
Abstract
Poulenc's Dialogues des Carmélites has been consistently identified as the summit of his operatic works. Such an assessment has assured that his final opera, La Voix humaine , based on Cocteau's monodrama, has been overlooked, the impetus for its composition inadequately defined. Musically, La Voix humaine employs a complex tonal language unprecedented in Poulenc's compositional arsenal. Rather than advancing the interpretation that Poulenc composed Voix out of loyalty to Cocteau, I propose that the opera represents his final attempt to come to terms with his homosexuality. Numerous references in correspondence expose the opera as a mirror of Poulenc's emotional life. Poulenc and Cocteau's employment of gay camp also informs the work and provides a glimpse into possible hidden meanings. A closer examination of this neglected work reveals new insights into Poulenc's troubled and elusive personality.
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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 | 0.003 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.006 | 0.005 |
| Scholarly communication | 0.003 | 0.002 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.024 | 0.003 |
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".