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Record W2974573241 · doi:10.1177/2329496519875484

Refugees’ Transnational Practices: Gay Iranian Men Navigating Refugee Status and Cross-border Ties in Canada

2019· article· en· W2974573241 on OpenAlex
Aryan Karimi

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.
aboutThe title or abstract carries a Canadian signal from the geographic lexicon.

Bibliographic record

VenueSocial Currents · 2019
Typearticle
Languageen
FieldSocial Sciences
TopicMigration and Labor Dynamics
Canadian institutionsUniversity of Alberta
Fundersnot available
KeywordsRefugeeGender studiesEmigrationSociologyPolitical scienceForced migrationImmigrationPopulationInterpersonal tiesQueerSocial scienceLawDemography

Abstract

fetched live from OpenAlex

Despite the rise in displaced population numbers, refugees’ transnational lives, and those of sexual-racial minority refugees in particular, have remained at the margins of transnational migration studies. In this article, I focus on the case of gay Iranian refugees in Canada and analyze their pre-migration transnational lives and understandings of the asylum process, their post-migration transnational ties, and their activism practices. I underline refugees’ transnational agencies and argue against the rhetoric that represents refugees as passive migrants whose emigration means detachment from home countries. Based on my field work findings, I endorse analytical and methodological shifts to simultaneously explore refugees’ pre-migration and en-route lives in addition to their post-migration lives to stress the power relations that, through social ties, affect refugees’ transnational practices. I connect transnational, forced, and queer migration literature to the Bourdieusian social theory and, in conclusion, argue that it is necessary to deploy de-nationalized methods of inquiry to account for intra-group diversities as well as border-crossing social ties in addition to economic ties.

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.

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: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.507
Threshold uncertainty score0.616

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)0.0010.000

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 head0.020
GPT teacher head0.419
Teacher spread0.399 · 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