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Record W4400932700 · doi:10.1093/jrs/feae047

Liminality and transactional sex among queer refugees: Insights from Lebanon, Turkey, Greece, and Switzerland

2024· article· en· W4400932700 on OpenAlex
Shirin Heidari, Ryan Whitacre, Jinan Usta, Meriç Çağlar, Thanasis Tyrovolas, Aesha Rajan, Monica Adhiambo Onyango

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.

fundA Canadian funder is recorded on the work.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueJournal of Refugee Studies · 2024
Typearticle
Languageen
FieldSocial Sciences
TopicSex work and related issues
Canadian institutionsnot available
FundersInternational Development Research Centre
KeywordsTransactional sexLiminalityQueerRefugeeGender studiesSyrian refugeesDemographyPolitical scienceSociologyGeographyAnthropologyArchaeologyResearch methodology

Abstract

fetched live from OpenAlex

Abstract People of diverse sexual orientations, gender identities, and expressions who have been forcibly displaced (hereafter referred to as ‘queer refugees’) encounter liminal conditions along their displacement journeys that reinforce their marginalization. We conducted interviews with 46 queer refugees in four countries: Lebanon, Turkey, Greece, and Switzerland. We found that restrictive border controls, migration and refugee policies, asylum processes, and integration efforts structured queer refugees’ liminalities. In turn, they employed survival strategies, including engaging in transactional sexual practices, to meet their basic needs; however, these practices introduced health challenges for which they had limited access to services. In many instances, queer refugees engaged in transactional sex under exploitative and abusive conditions that heightened the risk of sexual and gender-based violence. Thus, we conclude that forced displacement emplaced queer refugees in states of multidimensional liminality that reinforced their marginalization.

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)0.001
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 score0.827
Threshold uncertainty score0.403

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.001
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 head0.019
GPT teacher head0.327
Teacher spread0.308 · 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