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Mutually Reinforcing Precarity: Financial Dependency and Queer Identity in the Life of an International Student

2025· article· en· W7165684308 on OpenAlexaffabout
Prof-Collins Ifeonu

Bibliographic record

VenueWilliam & Mary School of Education · 2025
Typearticle
Languageen
FieldSocial Sciences
TopicAfrican Sexualities and LGBTQ+ Issues
Canadian institutionsSimon Fraser University
Fundersnot available
KeywordsQueerIdentity (music)NegotiationSexual identityDependency (UML)Intersectionality

Abstract

fetched live from OpenAlex

This article examines the intersecting challenges of sexual identity negotiation and financial dependency through the case study of Emmanuella, a Nigerian student in Canada who is “outed” to disapproving parents who they rely on for financial support. Emmanuella’s story illustrates how the aspiration for authentic self-expression is constrained by the pragmatic need to maintain familial funding, critical for academic continuity and future autonomy. Their experience reveals how international student mobility can generate intertwined forms of precarity, whereby queer identity management hinges on economic reliance, making both mutually reinforcing pressures. Through this narrative, I underscore the need to consider the relational and affective dimensions of international education for queer international students —particularly how reciprocity, obligation, and familial dependence shape migration trajectories and daily negotiations. I also highlight how the tactics Emmanuella employs to navigate this situation operate within neoliberal modes of individualized and entrepreneurial self-preservation. By situating queer identity within the structural dynamics of international student life, this study advances a more complex, intersectional understanding of transnational educational mobility.

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)0.001
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.127
Threshold uncertainty score0.998

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.001
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 head0.014
GPT teacher head0.371
Teacher spread0.357 · 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 designObservational
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

Citations0
Published2025
Admission routes2
Has abstractyes

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