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
Conditional Futures: South Asian American Cultural Production and Community Formation, 1991-2001 traces the development of a politically engaged diasporic consciousness, expressed in contemporary South Asian American literature and other media during the period between the Persian Gulf War and 9/11. This diasporic consciousness sought to challenge the assimilationist, “model minority” selfrepresentation of a previous generation of South Asian American professionals. Responding instead to a set of transnational shifts that shaped the 1990s—including India’s economic liberalization in 1991 and the post-Cold War rise of U.S. military and commercial global dominance—contemporary South Asian American artists and cultural critics, such as Vivek Bald, Meena Alexander, Shani Mootoo, Amitava Kumar and Vijay Prashad, reframed diasporic community as cohering around shared politics, rather than shared origins. Drawing upon a grassroots archive of community organization newsletters, arts periodicals and personal interviews, my analysis reveals the multiple spatial scales of transnationalism that contextualize these artists’ and scholars’ projects: global changes in labor and migration as a result of economic liberalization, on one hand; and a hemispheric diasporic arts activism aligned with feminist, queer and antiracist organizing in New York City and Toronto, on the other. I locate aesthetic innovation as an important response to fiscal and social reforms during the premillennial decade, as it provided a creative plane through which artists imagined “conditional futures”—modes of collectivity that did not yet exist, but could possibly evolve.
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 | 0.001 |
| Science and technology studies | 0.007 | 0.002 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| 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