Bibliographic record
Abstract
The international symposium at which some of the chapters in this volume were first vetted was part of a major musical festival mounted by what was then the Canadian Centre for Austrian and Central European Studies, and is now the Wirth Institute Centre for Austrian and Central European Studies of the University of Alberta in Edmonton, Canada. Presented in seven concerts over four days in June 2002, the event was the first major music festival devoted entirely to the nineteenthcentury Austrian composer and teacher, Carl Czerny (1791–1857). Our Institute's project was undertaken in conjunction with the Society of the Friends of Music of Vienna, the Francis Winspear Centre for Music in Edmonton, and the Edmonton Symphony Orchestra. The Carl Czerny Music Festival was under the overall artistic direction of the internationally renowned Austrian-Canadian pianist, Anton Kuerti. Kuerti, widely considered to be among the world's foremost interpreters of Czerny's piano music, also performed as a soloist and as a participant in several of the chamber music ensembles. Czerny—the student of Beethoven and the teacher of Liszt—is known to generations of piano students as the composer of innumerable etudes, studies, and technical exercises that have been used for almost two centuries as aids to learning. What few people realize, however, is that Czerny was an important composer in his own right. Some of his nonpedagogical works, which have only recently come to light, have fascinated and astonished music critics. As a result, it is now increasingly clear that Czerny did not lack for invention, craft, or emotion; that he is, in fact, an unjustly neglected major late Classical and early Romantic composer. Some of Czerny's most impressive compositions, however, were never published, and it was for this reason that our institute, together with Kuerti and the director of the Archive of the Gesellschaft der Musikfreunde in Wien, Otto Biba, selected a series of unpublished Czerny manuscripts for world premiere performances at the festival. These included the Violin Sonata in A Major from 1807, five unpublished songs (including Czerny's version of “Der Erlkönig”) from 1811–12, the Overture in E Major from 1838, the Mass in C Major from 1839, the String Quartet in E Minor from 1850, and the Symphony in G Minor from 1854.
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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 | 0.004 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.005 | 0.004 |
| Open science | 0.002 | 0.002 |
| Research integrity | 0.002 | 0.003 |
| Insufficient payload (model declined to judge) | 0.666 | 0.634 |
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".