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Record W4249348676 · doi:10.35533/myd.1936.mg.hb

Ciudades santuario y solidarias en América Latina: una revisión de literatura

2021· article· en· W4249348676 on OpenAlexaff
Margaret Godoy, Harald Bauder

Bibliographic record

VenueMigración y Desarrollo · 2021
Typearticle
Languageen
FieldSocial Sciences
TopicMigration, Racism, and Human Rights
Canadian institutionsToronto Metropolitan University
Fundersnot available
KeywordsSolidarityGrassrootsLatin AmericansContext (archaeology)Political scienceRefugeeGrey literatureSociologyGeographyPoliticsLaw

Abstract

fetched live from OpenAlex

The literature on urban sanctuary and solidarity in the context of the Global North is robust and rapidly expanding. However, there remains a gap in the literature regarding how these concepts may apply to the Global South. To address this gap, we conducted a scoping review of academic and grey literature on urban sanctuary and solidarity policies and practices in Latin America. We focus on the connection between top-down urban policies and bottom-up grassroots initiatives and practices of migrant and refugee solidarity and sanctuary. Our findings reveal that the academic literature lags behind in some contexts in acknowledging the connection between top-down and bottom-up approaches.

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)0.013
metaresearch head score (Gemma)0.014
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Systematic review · Consensus signal: none
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.035
Threshold uncertainty score0.070

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0130.014
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0030.001
Bibliometrics0.0150.023
Science and technology studies0.0020.006
Scholarly communication0.0110.006
Open science0.0020.004
Research integrity0.0020.004
Insufficient payload (model declined to judge)0.0060.001

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 head0.312
Teacher spread0.299 · 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 designSystematic review
Domainnot available
GenreReview

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

Citations4
Published2021
Admission routes1
Has abstractyes

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