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Record W3148515180 · doi:10.3167/arms.2021.040109

Sanctuary in Countries of Origin

2021· article· en· W3148515180 on OpenAlexfundno aff
Alexandra Délano Alonso

Bibliographic record

VenueMigration and Society · 2021
Typearticle
Languageen
FieldSocial Sciences
TopicMigration, Refugees, and Integration
Canadian institutionsnot available
FundersMcGill University
KeywordsDeclarationContext (archaeology)PoliticsMexico cityPower (physics)Government (linguistics)Global cityWork (physics)Political scienceGeographyEthnologyGender studiesSociologyEconomic growthArchaeologyLaw

Abstract

fetched live from OpenAlex

While current interpretations of sanctuary are most often associated with practices to protect, support, and accompany migrants with precarious status in countries of destination in the Global North, debates around the concept and practice of sanctuary in countries of origin reveal different historical and contemporary understandings. This article explores questions related to sanctuary’s symbolic and political power in the Mexican context, specifically examining three cases: the Mexico City government’s declaration as a sanctuary city—specifically for returned migrants—in April of 2017, the work of migrant shelters along migration routes in Mexico, and the work of Otros Dreams en Acción to accompany deported and returned migrants and the establishment of Poch@ House as a sanctuary space in Mexico City.

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: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.732
Threshold uncertainty score0.941

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 studies0.0000.000
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 head0.016
GPT teacher head0.298
Teacher spread0.283 · 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 designNot applicable
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
Published2021
Admission routes1
Has abstractyes

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