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Record W4385623420 · doi:10.1093/jrs/fead023

Many a Slip between Cup and Lip: Navigating Noncitizenship and School-to-Work Transitions in Kakuma Refugee Camp

2023· article· en· W4385623420 on OpenAlex
Michelle J. Bellino, Rahul Oka, Marcela Ortiz-Guerrero, Deng Mabil Khot, Ali Adan Abdi, Arii Awar Magdalene

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.

Bibliographic record

VenueJournal of Refugee Studies · 2023
Typearticle
Languageen
FieldSocial Sciences
TopicEducation and experiences of immigrants and refugees
Canadian institutionsDalhousie University
Fundersnot available
KeywordsRefugeeApprenticeshipCitizenshipEthnographyGender studiesSociologyLivelihoodPolitical sciencePedagogyGeographyPoliticsLaw

Abstract

fetched live from OpenAlex

Abstract This article draws from curricular analysis and ethnographic methods in school and community spaces where young people live, learn, and work in Kenya’s Kakuma Refugee Camp. We describe how formal citizenship education intended for Kenyan citizens is mediated by teachers working in refugee-serving schools. Our analysis shows how these messages, often scarce and decontextualized, orient refugees to project an imagined future of stability, obscuring the skills needed to navigate the uncertainty they will encounter as noncitizens enduring protracted exile. Examining refugee youth transitions after completing their schooling, we document ‘slips’ in the gaps between the civic knowledge, skills, and dispositions promoted in schools and those required within a limited opportunity structure dominated by a relief economy. Beyond school, we examine pathways that young refugees charted through apprenticeships within the informal economy, leveraging their social networks, gaining life skills, and enacting civic commitments while honing more sustainable livelihoods in exile. We argue that education’s value cannot be contingent on belonging or citizenship status and suggest that the contextualized nature of practice-based learning entailed through apprenticeships enables young refugees to create community through everyday participation, where social relationships both facilitate civic learning and are an outcome of that learning.

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)0.002
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: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.146
Threshold uncertainty score0.589

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0010.000
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 head0.052
GPT teacher head0.404
Teacher spread0.352 · 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