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Record W7051955439

The politics of the visible/invisible border: Canada's responses and (in)actions towards refugee claimants' protection

2021· article· en· W7051955439 on OpenAlexaboutno aff

Bibliographic record

VenueScholars Commons (Wilfrid Laurier University) · 2021
Typearticle
Languageen
FieldPhysics and Astronomy
TopicMagnetic confinement fusion research
Canadian institutionsnot available
Fundersnot available
KeywordsRefugeeArgument (complex analysis)NarrativeGovernment (linguistics)ImmigrationPoliticsState (computer science)Asylum seeker
DOInot available

Abstract

fetched live from OpenAlex

This thesis explores Canadian responses towards unexpected arrivals of asylum seekers at their borders. Grounded in critical and feminist geopolitics, it aims to unveil hidden and concealed policies that are implemented behind a narrative of humanitarianism. In particular, it takes the land border crossings from the US to Canada that occurred after the implementation of restrictive asylum policies in the US in 2017 and following years. Although migratory movements can be attributed to several factors, this displacement was triggered by Trump’s anti-immigrant narratives and policies aimed to decrease refugee and immigrant arrivals to their territory.\nThe dissertation’s central argument is that Canada’s bordering practices rely on an invisible/visible dichotomy to restrict asylum seekers arrivals at territorial limits. This thesis explores how Canada’s border restrictions and policy often act through means that invisibilize the border, through tactics of (un)provision, neglect, and selectivity. I argue that these factors restrict in important ways refugee claimants’ experiences and identities, and human mobility in general. I also explore how these dynamics temporarily shift in times of crisis when the Canadian government visibilizes the border as a way to maintain the state narrative of protecting its integrity. I argue that these particular responses are directed to a specific audience: the electorate and the Parliament.\nThroughout this project, I jump scales to demonstrate how the invisible border is particularly found in localized spaces, like refugee centers. In particular, I offer insights into how local organizations adapted the ways in which they offered services to refugee claimants, after Canada’s government provided an insufficient response towards refugee protection and settlement needs. I also explore how invisible Canadian bordering practices play out in more personal and intimate spaces: refugee claimants’ identities. I discuss this by analyzing Canadian categorization practices based on colonial perceptions of refugees. This research produced empirical and comprehensive examination on how different scales intertwine in asylum policy.

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)0.007
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 score0.171
Threshold uncertainty score0.961

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0030.007
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.003
Science and technology studies0.0580.020
Scholarly communication0.0120.002
Open science0.0020.008
Research integrity0.0030.006
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 head0.014
GPT teacher head0.246
Teacher spread0.232 · 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

Citations0
Published2021
Admission routes1
Has abstractyes

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