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
When the Leipzig publisher Breitkopf & Härtel decided to print the collected works of Joseph Haydn in 1799, the firm actually meant the complete edition of the keyboard works. Clavier music was highly marketable, satisfying the insatiable demand by amateurs making music in the drawing room, and Breitkopf hoped to expand and increase their market through this medium. The twelve volumes of the final product – ambitiously titled Oeuvres complettes de Joseph Haydn (1800–6) – comprises solo and accompanied sonatas (trios), and solo and part-songs with keyboard accompaniment. Interestingly, accompanied songs were still considered keyboard rather than vocal music at the time, just as they had been in various German collections since the mid-eighteenth century. Volumes VIII–IX of the Oeuvres complettes include nearly all the German Lieder, the English canzonettas, the cantata Arianna a Naxos, and the thirteen part-songs for three or four voices – exactly the repertory discussed in this chapter.
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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.002 | 0.000 |
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