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Record W4416564285 · doi:10.9734/bpi/nicass/v5/6303

Public Action at the Intersection of Two Public Policies in France and Canada: A Comparative Analysis

2025· book-chapter· W4416564285 on OpenAlexaboutno aff
Elhadji Mamadou Mbaye

Bibliographic record

Venuenot available
Typebook-chapter
Language
FieldSocial Sciences
TopicMigration, Identity, and Health
Canadian institutionsnot available
Fundersnot available
KeywordsImmigrationImmigration policyPublic policyPublic healthCoercion (linguistics)CitizenshipPoliticsLegislature

Abstract

fetched live from OpenAlex

The term “migrant” refers to foreign immigration policies in the field of the fight against AIDS; it is not suitable for public health issues around immigration concerning immigrants (those arriving) than those already installed on the territory as well. This article is from the statement of a contrast between a strong associative mobilisation around the health of migrants in France during the 2000s and the relative weakness of the dynamics of community organisations around this problem in Canada during the same period. This article investigates how France and Canada, despite their different political systems, address the challenges faced by migrants living with HIV/AIDS from endemic countries. The objective is to analyse how immigration policy and public health policy intersect in shaping responses to this issue. The study relies on a comparative policy analysis supported by documentary review and interviews with key stakeholders in both countries. The findings highlight three main differences: (1) approaches to AIDS prevention and care, with France emphasising coercion and control and Canada privileging cooperation and inclusion; (2) immigration policy, which is more selective in France and more generalized in Canada; and (3) treatment of HIV-positive migrants, where France applies non-systematic screening while Canada has adopted systematic screening. Despite these contrasts, two common trends emerge: first, restrictive immigration measures reduce the rights of migrants in the field of public health; and second, policy responses are increasingly framed through a humanitarian lens that treats access to care as an exceptional measure for foreigners with serious illnesses. This convergence reveals the tension between immigration control and health protection, and shows how both countries combine rights restriction with humanitarian exception in managing HIV/AIDS among migrants.

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 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)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies, Insufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.686
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.001
Science and technology studies0.0010.001
Scholarly communication0.0000.001
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0020.000

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 head0.098
GPT teacher head0.357
Teacher spread0.260 · 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 teacher head, not a consensus.

Study designObservational
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
Published2025
Admission routes1
Has abstractyes

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Same topicMigration, Identity, and HealthFrench-language works237,207