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Record W4412984285 · doi:10.1080/03066150.2025.2527232

Mobile pastoralist geographies of care: nomadic relationalities between the global pandemic and environmental risks

2025· article· en· W4412984285 on OpenAlexaff
Ariell Ahearn, Batbuyan Batjav, Gantulga Munkherdene, Enkhbat Sainbayar, Eric Thrift

Bibliographic record

VenueThe Journal of Peasant Studies · 2025
Typearticle
Languageen
FieldEnvironmental Science
TopicRangeland Management and Livestock Ecology
Canadian institutionsUniversity of Winnipeg
FundersJohn Fell Fund, University of OxfordNational University of MongoliaJapan Society for the Promotion of ScienceEconomic and Social Research CouncilUniversity of OxfordUK Research and Innovation
KeywordsPastoralismPandemicPolitical scienceGeographyEconomic growthDevelopment economicsCoronavirus disease 2019 (COVID-19)SocioeconomicsSociologyEconomicsLivestockMedicine

Abstract

fetched live from OpenAlex

This article brings work on geographies of care into dialogue with critical agrarian studies and research on mobile pastoralism to explore pastoral mobility as a form of care during the COVID-19 pandemic in Mongolia. We aim to understand the spatialization of care and the tension between immobility and mobility as both divergent and intersecting modes of securing human and animal life during the co-occurrence of the global pandemic and severe winter conditions (dzud). Our research demonstrates how pastoral mobility as a form of care and normative orientation dynamically interacts with state institutions and power dynamics on multiple scales.

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)0.000
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: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.024
Threshold uncertainty score0.353

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 studies0.0000.001
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 head0.023
GPT teacher head0.291
Teacher spread0.268 · 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

Citations3
Published2025
Admission routes1
Has abstractyes

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