German Expressionism in Context: the First World War and the European Avant-Garde
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
Abstract German Expressionism, although often viewed as a uniquely German phenomenon, was part of a broader crisis affecting the European avant-garde at the time of the First World War. The experience of modernity, so proudly displayed at events like the Universal Exposition of 1900, inspired both hopes and fears which were reflected in the works of artists, writers and musicians throughout Europe. The outbreak of the war was welcomed by many exponents of the avant-garde as the cathartic crisis they had anticipated. The letters and diaries of artists who hastened to enlist, however, reflected their rapid disillusionment. The war had the effect of severing cultural ties that had been forged prior to 1914. This did not prevent a parallel process of cultural evolution on both sides of the conflict. Those who survived the war, of diverse nationalities and artistic affiliations, produced works reflecting a common perception that modern civilization had resulted in humanity becoming a slave to its own machines.
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 | 0.001 | 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) | 0.000 | 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