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Record W1933315902 · doi:10.25071/1920-7336.22075

Refugees with Disabilities: A Human Rights Perspective

2001· article· en· W1933315902 on OpenAlexaffvenueabout
Lina Anani

Bibliographic record

VenueRefuge Canada s Journal on Refuge · 2001
Typearticle
Languageen
FieldSocial Sciences
TopicMigration, Identity, and Health
Canadian institutionsYork University
Fundersnot available
KeywordsRefugeeHuman rightsPolitical scienceRhetoricMainstreamLegislationMedical model of disabilityPerspective (graphical)International human rights lawEconomic growthSociologyLawPsychology

Abstract

fetched live from OpenAlex

This paper will provide a preliminary survey of the evolution and positioning of disability rights as human rights and the discrepancy between Canadian resettlement policies with regard to refugees and Canada's rhetoric with regard to persons with disabilities. Some of the activities of the disability rights movements are outlined and significant achievements at the international level through the United Nations are examined. Similar to the women's human rights movement, disability rights are also emerging from the margins towards the mainstream of human rights discourse. Canada's legislation and policies towards persons with disabilities have mirrored these developments in providing protection. However, for refugees with disabilities the benefits seem minimal. In fact, while proclaiming the rhetoric of disability rights to its own citizens, Canada has implemented policies which are discriminatory towards refugees with disabilities. Canada's overseas resettlement selection criteria is at odds with its domestic and international positions regarding the human rights of persons with disabilities.

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 machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.003
metaresearch head score (Gemma)0.004
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.565
Threshold uncertainty score0.876

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0030.004
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0020.002
Science and technology studies0.0140.026
Scholarly communication0.0090.004
Open science0.0010.004
Research integrity0.0040.006
Insufficient payload (model declined to judge)0.0060.000

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 head0.020
GPT teacher head0.331
Teacher spread0.311 · 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

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designNot applicable
Domainnot available
GenreEmpirical

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".

Quick stats

Citations0
Published2001
Admission routes3
Has abstractyes

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