Bibliographic record
Abstract
Haydn's sixty-eight string quartets span essentially his whole compositional life, from the “Opus 0” and “Opus 1” works of the late 1750s and early 1760s to the unfinished “Opus 103” of 1803. (The traditional opus numbers are retained here for convenience.) They naturally reflect the changes both in Haydn's own compositional habits and in the status and meaning of the string quartet during that near-half-century. The works do become increasingly grand over time, but the extent to which many of the traits of the later quartets are discernible – albeit in nucis – in the early ones is quite remarkable. Haydn's compositional modes in these works range from galant to learned and passionate, from intensely original and inward looking to approachably public, and from folklike to sublime. Although this oeuvre mirrors many of the stylistic concerns of the period and of Haydn's music overall, the features that most distinguish the quartets are their use of “conversational” textures and devices, their persistent elevation and seriousness, which is intensified rather than undercut by their pervasive wit, and their strikingly tactile and performative use of the medium.
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.
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 | 0.002 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.003 | 0.006 |
| Scholarly communication | 0.005 | 0.005 |
| Open science | 0.001 | 0.003 |
| Research integrity | 0.001 | 0.003 |
| Insufficient payload (model declined to judge) | 0.028 | 0.005 |
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".