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Record W4229004859 · doi:10.55673/ccsa246c

Fragrant Frontier - Global Spice Entanglements from the Sino-Vietnamese Uplands

2021· book· en· W4229004859 on OpenAlexaff
Annuska Derks, JeanJean-François Rousseau

Bibliographic record

VenueNUS Press eBooks · 2021
Typebook
Languageen
FieldBusiness, Management and Accounting
TopicGlobal trade, sustainability, and social impact
Canadian institutionsMcGill University
FundersSchweizerischer Nationalfonds zur Förderung der Wissenschaftlichen ForschungNational Science Foundation
KeywordsVietnameseFrontierSpiceGeographyEconomic geographyHistoryGeologyArchaeologyPhilosophyLinguisticsOceanography

Abstract

fetched live from OpenAlex

Since its inception over two millennia ago, the spice trade has connected and transformed the environments, politics, cultures, and cuisines of vastly different societies around the world. The ‘magical’ qualities of spices mean they offer more than a mere food flavoring, often evoking memories of childhood events or specific festivals. Although spices are frequently found in our kitchen cupboards, how they get there has something of a mythical allure. In this ethnographically rich and insightful study, the authors embark on a journey of demystification that starts in the Sino-Vietnamese uplands with three spices – star anise, black cardamom, and cassia (cinnamon) – and ends on dining tables across the globe. This book foregrounds the experiences of ethnic minority farmers cultivating these spices, highlighting nuanced entanglements among livelihoods, environment, ethnic identity, and external pressures, as well as other factors at play. It then investigates the complex commodity chains that move and transform these spices from upland smallholdings and forests in this frontier to global markets, mapping the flows of spices, identifying the numerous actors involved, and teasing out critical power imbalances. Finally, it focuses on value-creation and the commoditization of these spices across a spectrum of people and places. This rich and carefully integrated volume offers new insights into upland frontier livelihoods and the ongoing implications of the contemporary agrarian transition. Moreover, it bridges the gap in our knowledge regarding how these specific spices, cultivated for centuries in the mountainous Sino-Vietnamese uplands, become everyday ingredients in Global North food, cosmetics, and medicines. Links to online resources, including story maps, provide further insights and visual highlights.

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 machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.001
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Other · Consensus signal: none
Teacher disagreement score0.026
Threshold uncertainty score0.051

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.002
Science and technology studies0.0070.006
Scholarly communication0.0030.002
Open science0.0000.003
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0070.000

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 head0.026
GPT teacher head0.250
Teacher spread0.224 · 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 source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designQualitative
Domainnot available
GenreOther

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

Citations4
Published2021
Admission routes1
Has abstractyes

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