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
Okinawan life, at the crossroads of American militarism and Japanese capitalism, embodies a fundamental contradiction to the myth of the monoethnic state. Suspended in a state of exception, Okinawa has never been an official colony of the Japanese empire or the United States, nor has it ever been treated as an equal part of Japan. As a result, Okinawans live amid one of the densest concentrations of U.S. military bases in the world. By bringing Foucauldian biopolitics into conversation with Japanese Marxian theory, <em>Alegal </em>uncovers Japan’s determination to protect its middle class from the racialized sexual contact around its mainland bases by displacing them onto Okinawa, while simultaneously upholding Okinawa as a symbol of the infringement of Japanese sovereignty.This symbolism, however, has provoked ambivalence within Okinawa. In base towns that facilitated encounters between G.I.s and Okinawan women, the racial politics of the United States collided with the postcolonial politics of the Asia Pacific. Through close readings of poetry, reportage, film, and memoir on base-town life since 1945, Shimabuku traces a continuing failure to “become Japanese.” What she discerns instead is a complex politics surrounding sex work, tipping with volatility along the razor’s edge between insurgency and collaboration. At stake in sovereign powers’ attempt to secure Okinawa as a military fortress was the need to contain alegality itself—that is, a life force irreducible to the legal order. If biopolitics is the state’s attempt to monopolize life, then <em>Alegal </em>is a story about how borderland actors reclaimed its power for themselves.
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 | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.001 | 0.015 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.001 | 0.001 |
| 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