Uncertain Territory: Family Reunification and the Plight of Unaccompanied Minors in Canada
Bibliographic record
Abstract
In recent years, Canada has experienced a significant increase in the number of refugee claims from unaccompanied minors: those children who are separated from both parents and are not being cared for by an adult who, by law or custom, has the responsibility to do so. Following a brief examination of the nature and scope of the unaccompanied minor problem, the paper explores the difficulties the Immigration and Refugee Protection Act sponsorship schemes present to these children as they endeavor to reunite with their families. The author argues that the Act provides limited opportunities for these children to pursue family reunification, which both undermines Canada’s international legal obligations pursuant to the UN Convention on the Rights of the Child, and conflicts with the objectives advocated by domestic immigration and refugee legislation. Having exposed several of the unique challenges these children create for current immigration law, the author concludes by proposing several legal and policy reforms that could assist in addressing the special circumstances and particular needs of unaccompanied minors who seek family reunification in Canada.
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.
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 | 0.001 | 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 | 0.000 | 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 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".