Between Avant-Garde and Kitsch: Pragmatic Liberalism, Public Arts Funding, and the Cold War in the United States*
Bibliographic record
Abstract
It is among the hopeful signs in the midst of the decay of our present society that we—some of us—have been unwilling to accept this last phase of our own culture. In seeking to go beyond Alexandrianism, a part of Western bourgeois society has produced something unheard of heretofore—avant-garde culture. Clement Greenberg, “Avant-Garde and Kitsch” 6–7Kitsch has not been confined to the cities in which it was born, but has flowed out over the countryside, wiping out folk culture. Nor has it shown any regard for geographical and national–cultural boundaries. Another mass product of Western industrialism, it has gone on a triumphal tour of the world, crowding out and defacing native cultures in one colonial country after another, so that it is now by way of becoming a universal culture, the first universal culture ever beheld.
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 | 0.007 | 0.005 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.005 |
| Science and technology studies | 0.014 | 0.030 |
| Scholarly communication | 0.014 | 0.008 |
| Open science | 0.001 | 0.007 |
| Research integrity | 0.005 | 0.006 |
| Insufficient payload (model declined to judge) | 0.004 | 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 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".