Bibliographic record
Abstract
[Haydn’s] theoretical raisonnements were very simple: A piece of music ought to have a fluent melody; coherent ideas; no superfluous ornaments, nothing overdone, no deafening accompaniments and so forth. Haydn's personality Until recently, it might have seemed odd to suggest that Haydn possessed anything resembling a coherent aesthetics. Such a notion is incompatible with the traditional image of “Papa Haydn”: pious, good-humored, concerned for the welfare of others, proud of his students, regular in habits, conservative; but also naive and unreflective. However, this image is one-sided; it reflects the elderly and increasingly frail man encountered by his first biographers, Georg August Griesinger and Albert Christoph Dies. For a more accurate sense of Haydn's personality, we must turn to his correspondence and other primary sources, insofar as possible from different periods of his life. These are more revealing than has usually been assumed, and convey a tangible sense of the man Haydn: the vigorous and productive composer, performer, Kapellmeister, impresario, businessman, conqueror of London, friend, husband, and lover. Once he is understood as a real person actively engaged in his world, it may seem plausible to inquire into his aesthetic beliefs. Even the sobriquet “Papa” can be understood in more appropriate ways: as the “father of the symphony,” obviously, but also in the sense of “patriarch,” as implied by the resolution making him a life member of the Vienna Tonkünstler-Sozietät in 1797 “by virtue of his extraordinary merit as the father and reformer of the noble art of music.” Haydn's public career largely exemplified the Enlightenment ideal of the honnête homme : the man whose good character and worldly success enable and justify each other; he has been described as the first artist of any kind to achieve European-wide celebrity in his own lifetime.
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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 | 0.002 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.004 | 0.008 |
| Scholarly communication | 0.006 | 0.005 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.002 | 0.004 |
| Insufficient payload (model declined to judge) | 0.031 | 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".