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Record W3124703087 · doi:10.4337/9781788115483.00013

Seeking safe haven in Canada: geopolitics and border crossings after the Safe Third Country Agreement

2020· book-chapter· en· W3124703087 on OpenAlexaboutno aff
Jennifer Hyndman, Alison Mountz

Bibliographic record

VenueEdward Elgar Publishing eBooks · 2020
Typebook-chapter
Languageen
FieldSocial Sciences
TopicCanadian Policy and Governance
Canadian institutionsnot available
Fundersnot available
KeywordsRefugeePolitical scienceGeopoliticsBorder SecurityBorder crossingEnforcementSafe havenCriminologyLawImmigrationSociologyPoliticsEconomics

Abstract

fetched live from OpenAlex

This chapter examines border-crossings as a strategy of human security between Canada and the United States to understand the fraught role of Canada in relation to its powerful neighbour. The 2004 Safe Third Country Agreement prevents most asylum seekers from crossing the land border at designated ports of entry between the two countries. In 2017, President Trump enacted an entry ban on specific nationalities and increased enforcement against undocumented migrants. Asylum seekers from the US began walking across the border to Canada at non-designated ports of entry. While Canada has not generally accepted refugees who are US citizens, people fleeing military conscription during the Vietnam War were accepted. More recently, soldiers refusing to serve in the US occupation of Iraq have made refugee claims, albeit with less success. The chapter illustrates how Canada and the US restrict access to asylum, forcing people to forge their own forms of human security.

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)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Scholarly communication
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.507
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0010.001
Scholarly communication0.0020.000
Open science0.0010.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0000.000

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 head0.013
GPT teacher head0.235
Teacher spread0.222 · 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 designNot applicable
Domainnot available
GenreOther

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

Citations3
Published2020
Admission routes1
Has abstractyes

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Same venueEdward Elgar Publishing eBooksSame topicCanadian Policy and GovernanceFrench-language works237,207