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
Many critics argue that the modernist avant-garde were always in opposition to the commercial values of market-driven society. For John Xiros Cooper, the avant-garde bears a more complex relation to capitalist culture than previously acknowledged. He argues that in their personal relationships, gender roles and sexual contacts, the modernist avant-garde epitomised the impact of capitalism on everyday life. Cooper shows how the new social, cultural and economic practices aimed to defend cultural values in a commercial age, but, in this task, modernism became the subject of a profound historical irony. Its own characterising techniques, styles and experiments, deployed to resist the new nihilism of the capitalist market, eventually became the preferred cultural style of the very market culture which the first modernists opposed. In this broad-ranging 2004 study John Xiros Cooper explores this provocative theme across a wide range of Modernist authors, including Joyce, Eliot, Stein and Barnes.
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 | 0.000 | 0.002 |
| 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