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Record W1564078155 · doi:10.1111/sjtg.12014

Cross‐border rubber cultivation between <scp>C</scp>hina and <scp>L</scp>aos: Regionalization by <scp>A</scp>kha and <scp>T</scp>ai rubber farmers

2013· article· en· W1564078155 on OpenAlex

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

VenueSingapore Journal of Tropical Geography · 2013
Typearticle
Languageen
FieldSocial Sciences
TopicSoutheast Asian Sociopolitical Studies
Canadian institutionsSimon Fraser University
FundersNational Science Foundation
KeywordsChemistryNatural rubberCell biologyMolecular biologyBiology

Abstract

fetched live from OpenAlex

This paper is a multi‐sited ethnography of cross‐border rubber cultivation between C hina and L aos. Smallholder minority rubber farmers from X ishuangbanna ( C hina) have forged successful informal share‐cropping arrangements to grow rubber trees on the land of relatives and friends in neighbouring L aos. By becoming rich and entrepreneurial rural citizens, A kha and T ai farmers have also, in their own eyes, raised their own ‘quality’ ( suzhi ) and see themselves as ‘modern’. By examining various meanings of ‘modern’ in C hina, and contrasting the rubber farmers' experience with J acob E yferth's notion of rural ‘deskilling’, this paper shows how through learning to plant, cultivate and tap rubber, these farmers have taken on the discipline and technical knowledge of ‘modern’ workers and become ‘skilled’. By rising in ‘quality’, minority farmers on C hina's periphery challenge the entrenched binaries of urban/rural, modern/backward, prosperous/poor and Han/minority nationality. X ishuangbanna minority farmers acknowledge that they are also ‘backward’ in the C hinese social hierarchy, but their extension of rubber cultivation to kin and others in L aos has confirmed their modernity as dispensers of development, technical know‐how and ‘superior’ C hinese culture to Lao farmers who are ‘backward and poor’. In contrast to large state rubber farms that have failed to establish rubber plantations in northern L aos, minority farmers have created regionalization.

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)0.011
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMetaresearch, Meta-epidemiology (narrow), Science and technology studies, Scholarly communication
Consensus categoriesScience and technology studies
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.252
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.011
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0010.002
Science and technology studies0.0020.004
Scholarly communication0.0010.002
Open science0.0010.000
Research integrity0.0010.002
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 head0.013
GPT teacher head0.307
Teacher spread0.294 · 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