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Record W3152024540 · doi:10.3167/arms.2021.040105

Working against and with the State

2021· article· en· W3152024540 on OpenAlexfundaboutno aff
Audrey Macklin

Bibliographic record

VenueMigration and Society · 2021
Typearticle
Languageen
FieldSocial Sciences
TopicReligion, Society, and Development
Canadian institutionsnot available
FundersUniversity of TorontoPierre Elliott Trudeau FoundationSocial Sciences and Humanities Research Council of CanadaMcGill UniversityCanadian Institute for Advanced Research
KeywordsRefugeeHospitalityGovernment (linguistics)State (computer science)PoliticsSettlement (finance)Political scienceInclusion (mineral)Resistance (ecology)Perspective (graphical)Public relationsSociologyPublic administrationCriminologyGender studiesLawTourismBusiness

Abstract

fetched live from OpenAlex

A handful of Canadian church congregations provide sanctuary to failed asylum seekers. Many also participate in resettling refugees through a government program called private sponsorship. Both sanctuary and sponsorship arise as specific modes of hospitality in response to practices of exclusion and inclusion under national migration regimes. Sanctuary engages oppositional politics, whereby providers confront and challenge state authority to exclude. Refugee sponsorship embodies a form of collaborative politics, in which sponsorship groups partner with government in settlement and integration. I demonstrate how the state’s perspective on asylum versus resettlement structures the relationship between citizen and state and between citizen and refugee. I also reveal that there is more collaboration in sanctuary and resistance in sponsorship than might be supposed.

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)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation 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 score0.352
Threshold uncertainty score0.620

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0010.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
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 head0.017
GPT teacher head0.258
Teacher spread0.241 · 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.

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

Citations13
Published2021
Admission routes2
Has abstractyes

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