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Record W2769103007 · doi:10.1525/gfc.2017.17.4.61

Brewing Relations: Coffee, East Germany, and Laos

2017· article· en· W2769103007 on OpenAlexaff
Andrew Kloiber

Bibliographic record

VenueGastronomica The Journal of Food and Culture · 2017
Typearticle
Languageen
FieldSocial Sciences
TopicCommunism, Protests, Social Movements
Canadian institutionsMcMaster University
FundersDeutscher Akademischer Austauschdienst
KeywordsCommoditySocialismCold warPoliticsGovernment (linguistics)Consumption (sociology)Political scienceEconomyEast AsiaPopulationGeographyDevelopment economicsEconomic historyEconomicsSociologyCommunismChinaSocial scienceMarket economyLaw

Abstract

fetched live from OpenAlex

This investigation contributes to studies of post-1945 Europe and the Cold War by examining the culture, economics, and politics surrounding the consumption of a single commodity in East Germany, coffee. Coffee was associated with many cultural values and traditions that became tied to the GDR's official image of socialism. When the regime's ability to supply this good was jeopardized in 1975–77, the government sought out new sources of coffee in the developing, so-called Third World. East Germany entered into long-term trade and development projects with countries such as Angola, Ethiopia, Laos, and Vietnam to secure sufficient beans to supply its own population – this article singles out the GDR's relationship with Laos for discussion. These trade deals connected East Germany to a much broader, globalizing economy, and led to certain lasting effects on the world coffee trade.

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)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.507
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0020.000
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 head0.026
GPT teacher head0.286
Teacher spread0.260 · 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.

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

Citations0
Published2017
Admission routes1
Has abstractyes

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