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Record W7074561995

Traditional farmers or modern businessmen? Religious differentiation and entrepreneurship in a "Kleine Gemeinde" community in Belize

2005· article· en· W7074561995 on OpenAlexaboutno aff

Bibliographic record

VenueDigital Academic REpository of VU University Amsterdam (Vrije Universiteit Amsterdam) · 2005
Typearticle
Languageen
FieldPhysics and Astronomy
TopicTheoretical and Computational Physics
Canadian institutionsnot available
Fundersnot available
KeywordsEntrepreneurshipDifferentiationPosition (finance)AgricultureSocial systemCommunity economic developmentSocial organization
DOInot available

Abstract

fetched live from OpenAlex

This article addresses the religious and entrepreneurial differentiation within Spanish Lookout, a Mennonite community in the Cayo district in Belize, Central America.In spite of the fact that most Mennonites live more or less on the edge of society, they have been able to establish a strong and stable economic position within Belize, although the different communities show a clear variation when it comes to social as well as in economic activities.Since their migration from Mexico to Belize in 1958, the Mennonites of Spanish Lookout, one of the modern communities, have developed a more differentiated economical system with commercial agriculture and agribusiness.The Mennonites maintain a remarkable transnational network, which consists of Mennonite communities and organizations in countries like Canada, the United States of America, and Mexico.These networks introduce innovations on different levels: from modern or better machines, to religious and social changes.The influences from Mennonites outside Belize on the social-economic system of the Spanish Lookout Mennonites, along with the developments within the community, will be the main focus of this article.

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 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 score0.087
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
Bibliometrics0.0000.001
Science and technology studies0.0000.001
Scholarly communication0.0000.001
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 head0.014
GPT teacher head0.206
Teacher spread0.192 · 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

Citations2
Published2005
Admission routes1
Has abstractyes

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