SAME SEX, DIFFERENT RIGHTS: AMENDING U.S. IMMIGRATION LAW TO RECOGNIZE SAME‐SEX PARTNERS OF REFUGEES AND ASYLEES
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
Overcoming a long history of anti‐gay sentiment preserved in federal immigration law, the United States has made admirable advances during the past two decades in the protection it affords gay immigrants. Despite this promising progress, and in contrast to the practices of all other industrialized democracies, the United States remains firm in its refusal to federally recognize any form of same‐sex partnership, a decision which bears directly on those relationships considered valid for immigration purposes. The Uniting American Families Act (UAFA) represents the closest any proposed legislation has come to successfully granting immigration rights to gay immigrants. However, through its restrictive provisions, the UAFA fails to fully account for the needs of refugees, asylees, and their same‐sex partners. This Note argues that, while the UAFA is a step in the right direction, it does not go far enough to protect gay refugees and asylees. It further proposes that legislation be enacted which provides this unique segment of the immigrant population the opportunity to share their lives together, free from fear of persecution. It advocates for the use of the conjugal partner provision set out in Canada's Immigration and Refugee Protection Act as a template for changes to U.S. immigration law, thereby expanding the category of relationships viewed as valid for the purpose of immigration.
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 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| 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