Refugee Claims and Criminalization of Same-Sex Intimacy: The Case of <i>Sebastiao</i>
Bibliographic record
Abstract
This article reviews the decision of Sebastiao v Canada (Minister of Citizenship and Immigration), in which the Federal Court upheld the decision of the Refugee Appeal Division (RAD) of the Immigration and Refugee Board (IRB) to reject Sebastiao's claim for refugee protection because his fear of persecution on account of his sexual orientation in Angola was not well founded. The case of Sebastiao attempted to advance the RAD's understanding of properly reviewing documentary evidence in refugee claims based on sexual orientation. The record included helpful resources like the United Nations High Commissioner for Refugees' Guidelines on International Protection No 9: Claims to Refugee Status based on Sexual Orientation and/or Gender Identity within the Context of Article 1A(2) of the 1951 Convention and/or its 1967 Protocol Relating to the Status of Refugees, international human rights cases setting out important legal principles, and published works of international legal experts on sexual minority refugees. Nevertheless, the Federal Court found that it was open to the RAD to expect proof that laws criminalizing sexual minorities are actively applied in Angola.
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How this classification was reachedexpand
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 | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.001 |
| 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".