Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
Despite her current marginal position, the nineteenth-century pianist and composer Delphine von Schauroth (1813–1887) once ranked among the most prominent virtuosos of the nineteenth century and had connections with Fanny Hensel, Ferdinand Hiller, Josephine Lang, Franz Liszt, Felix Mendelssohn, Robert Schumann and others. Drawing on large body of music criticism, as well as compositions, letters, images and literary works, this article presents a portrait of Schauroth as an artist, with an emphasis on the role of improvisation and the improvisatory in her pianism. In particular, the article fleshes out Robert Schumann's characterization of Schauroth as a ‘Corinna-sister’, a reference to the improvising poetess of Madame de Stäel's novel Corinne, or Italy . The article suggests that Schumann's comparison highlights key facets of Schauroth's status and character as a pianist and composer. Firstly, like Corinne, Schauroth was widely renowned as an eminent performer and was celebrated as a genius by critics, which was particularly notable for a woman musician in the early nineteenth century. Secondly, Schauroth was received as a creator, not only for her compositions, but also for her performances: in the late 1820s and early 1830s, in particular, critics responded to these performances with images of magical creation and an emphasis on the newness of her performance over the composer's work. Thirdly, Schauroth displayed a varied practice of improvisation, and her compositions were understood as having an improvisatory character.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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 | 0.002 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.000 | 0.002 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.059 | 0.017 |
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