Bibliographic record
Abstract
Im Umkreis der Revolutionen von 1848/49 komponiert Robert Schumann zwei Liederkreise für Männerchor, die an die nationalliberalen Traditionen im Deutschland des frühen neunzehnten Jahrhunderts anknüpfen. DieDrei Freiheitsgesänge mit Harmoniemusik(1848, WoO 13–15) schlagen inhaltlich und musikalisch den Bogen vom Hurrapatriotismus der Befreiungskriege zur Begeisterung, mit der das Bürgertum die Märzaufstände begrüßte. DieDrei Gesänge für Männerchor(1847, op. 62), andererseits, evozieren mit ihrer Verschmelzung weltlicher und sakraler Traditionen den religiösen Nationalismus der Epoche. Die politische Stoßrichtung der Werke kommt jedoch bereits in der Wahl der Gattung zum Ausdruck: Zielgruppe sind in erster Linie die zeitgenössischen Männergesangsvereine, und damit eine der bedeutendsten Institutionen des politischen Vormärz.
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 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.003 | 0.004 |
| Scholarly communication | 0.002 | 0.001 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.008 | 0.002 |
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".