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Record W4309223845 · doi:10.1177/23996544221127614

Chronicle of a “crisis” foretold: Asylum seekers and the case of Roxham Road on the Canada-US border

2022· article· en· W4309223845 on OpenAlexafffundabout
Karine Côté-Boucher, Luna Vives, Louis-Philippe Jannard

Bibliographic record

VenueEnvironment and Planning C Politics and Space · 2022
Typearticle
Languageen
FieldSocial Sciences
TopicMigration, Refugees, and Integration
Canadian institutionsUniversité du Québec à MontréalUniversité de Montréal
FundersSocial Sciences and Humanities Research Council of CanadaFonds de Recherche du Québec-Société et Culture
KeywordsFraming (construction)RefugeePoliticsBorder crossingPolitical scienceRefugee crisisObligationPolitical economyLawSociologyHistory

Abstract

fetched live from OpenAlex

Irregular crossings at the Canada-US border between 2017 and 2019 made headlines and pervaded political debates. Drawing on the literature on the instrumentalization of migration crises and on the disappearance of asylum in Canada, this article interrogates the “crisis” framing of these arrivals. We argue that, at its core, this framing builds on the incremental erasure of asylum seekers as a legal and political reality from the Canadian public sphere over the last three decades. During this period and leading up to 2017, there was a shift in the public understanding of asylum from an international obligation to a problem that had been dealt with and erased. When this “problem” resurfaced in 2017, it shattered the illusion. Over the past two decades, Canada and the United States have created a hostile border architecture that channels migrants towards a narrow section of the Quebec-New York border known as Roxham Road. This generated pressures on Quebec's migrant settlement resources, providing the elements for a framing of these arrivals as a “crisis” and paving the way for the implementation of exceptional measures within a very tight framework, with massively expanded budgets, and with the participation of a range of public and private actors at times unfamiliar with the international protection system and unprepared to meet the needs of asylum seekers. The discussion concludes with an examination of two main legacies of the Roxham Road events: the articulation of a Canada-specific form of border humanitarianism and the solidification of an old policy aspiration – the elimination of the agentic asylum seeker.

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)0.005
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.089
Threshold uncertainty score0.451

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0030.005
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0010.002
Science and technology studies0.0820.029
Scholarly communication0.0130.005
Open science0.0030.010
Research integrity0.0120.017
Insufficient payload (model declined to judge)0.0080.000

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 head0.007
GPT teacher head0.244
Teacher spread0.236 · 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 designQualitative
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

Citations10
Published2022
Admission routes3
Has abstractyes

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