Bibliographic record
Abstract
Strauss's song “Frühlingsfeier,” op. 56, no. 5, was originally composed for voice and piano in 1906 and orchestrated in 1933. Its choice of poet—Heinrich Heine—–is unusual in the context of the literary trends and political attitudes in Germany at the contemporaneous moments. “Frühlingsfeier” resembles Strauss's opera Salome in subject matter: female grief for a beautiful man. The corybantic musical style of Strauss's setting is emphasized in its orchestral version, which was intended for the soprano Viorica Ursuleac, who recorded it in 1936. Strauss's stature as a Lieder composer—despite the popularity of many of his songs—has often been queried. However, what seems on the surface to be a continuation of the late-Romantic tradition is subtly inflected by his poetic decisions and by musical renderings that need to be understood as part of a flexible continuum between versions of the song. Past and present are of less concern than being able to move fluidly between past, present, and future. Such movement opens up the possibility of a less rigid interpretation of Strauss's historical standing that allows his songs to be considered as other than simply regressive.
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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 | 0.002 | 0.006 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.001 |
| Science and technology studies | 0.004 | 0.004 |
| Scholarly communication | 0.004 | 0.003 |
| Open science | 0.001 | 0.004 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.020 | 0.009 |
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".