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Record W2072676244 · doi:10.1162/jinh.2010.41.1.27

“Our Gratitude to Our Soldiers”: Military Spouses, Family Re-Unification, and Postwar Immigration Reform

2010· article· en· W2072676244 on OpenAlex

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.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueThe Journal of Interdisciplinary History · 2010
Typearticle
Languageen
FieldSocial Sciences
TopicCanadian Identity and History
Canadian institutionsnot available
Fundersnot available
KeywordsImmigrationImmigration policyImmigration reformPolitical scienceWorld War IIGratitudeMilitary serviceImmigration lawLegislationPolitical economyLawSociologyPsychologySocial psychology

Abstract

fetched live from OpenAlex

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 imitation

Not 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.

metaresearch head score (Codex)0.002
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.711
Threshold uncertainty score0.937

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.000
Science and technology studies0.0010.000
Scholarly communication0.0000.001
Open science0.0010.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0000.000

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.

Opus teacher head0.017
GPT teacher head0.282
Teacher spread0.265 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it