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Record W7143264055

On being education nomads:Mongolian herders’ children straddling ways of knowing and relating

2025· dissertation· en· W7143264055 on OpenAlex
Kim Chi; id_orcid 0009-0003-9117-4347 Tran

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

VenueEUR Research Repository (Erasmus University Rotterdam) · 2025
Typedissertation
Languageen
FieldEnvironmental Science
TopicRangeland Management and Livestock Ecology
Canadian institutionsnot available
FundersInternational Labour OrganizationNational Human Rights CommissionGovernment of Canada
KeywordsEthnographyForegroundingIdentity (music)PhotovoiceCitizen journalismQualitative researchPerspective (graphical)Late modernityParticipatory action researchEarly childhood education
DOInot available

Abstract

fetched live from OpenAlex

On Being Education Nomads explores how the convergence of pastoralism, schooling and digital ICT development shapes the education and future aspirations of Mongolian herder’s children. Drawing on visual participatory data, semi-structured interviews and qualitative surveys that are grounded in multi-sited ethnographic research, it demonstrates that Mongolian herder’s children become education nomads by straddling the herder and schooled urbanite communities of practice. Deploying education nomads as a generational identity marked by Mongolian rural youth’s concurrent participation in herding, schooling and digital practices, this research maps out how herder’s children orient towards urban professional aspirations while building their capacity to navigate Mongolia’s rural-urban continuum for multiple futures.<br/><br/>Using a generationed and socio-ecological approach to development, this research examines not only how education shapes learners and the places that they inhabit but also how learners shape education and their learning socio-ecologies. This manuscript adds young people’s experiences to the literature on Mongolia’s development and brings a development perspective to the sparse body of literature on Mongolian childhood and youth. Foregrounding the perspectives and lived experiences of rural young lives from a non-Western and non-sedentary society, On Being Education Nomads contributes critical insights on the crosscutting themes of mobility, education, aspiration and ICT4D to the field of children and youth studies.<br/>

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 categoriesMeta-epidemiology (narrow)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.283
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.000
Science and technology studies0.0010.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.001
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 head0.017
GPT teacher head0.250
Teacher spread0.233 · 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