“Our Gratitude to Our Soldiers”: Military Spouses, Family Re-Unification, and Postwar Immigration Reform
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
The perceived need to re-unite military families after World War II, initially addressed by ad-hoc war-brides legislation, played a key role in the reformulation of U.S. immigration policy. The large number of military spouses, especially from Asia, pushed policymakers to revise their notions of racial admissibility, thus helping to establish family re-unification as the driving force behind immigration reform. Though unnoticed at the time, the combination of wartime service, patriotism, and marriage formed an inadvertent road map for the family-centric, and ultimately racially neutral, admissions policies that would dominate U.S. immigration law after 1965. The importance of Asian war brides in shaping the contours of U.S. policy stands in even stronger relief when compared to the relative unimportance of the issue in Canada, another major participant in World War II, which also pursued immigration reform during the 1960s.
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 | 0.002 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.001 | 0.000 |
| 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