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Record W4394323514 · doi:10.6084/m9.figshare.7516628

Religious Nationalism in an Age of Globalization: The Case of Paraguay's "Mennonite State"

2018· dataset· en· W4394323514 on OpenAlexaboutno aff
Benjamin W. Goossen

Bibliographic record

VenueFigshare · 2018
Typedataset
Languageen
FieldSocial Sciences
TopicReligion and Society in Latin America
Canadian institutionsnot available
Fundersnot available
KeywordsNationalismGlobalizationState (computer science)Religious studiesPolitical scienceGender studiesSociologyHistoryGeographyPhilosophyLawPoliticsComputer science

Abstract

fetched live from OpenAlex

Abstract: This article uses the example of Mennonite nation-building in Paraguay during the 1920s and 1930s to argue that state formation is not inherently modernist. Tracing nineteenth and early twentieth-century discourses of Mennonite colonies in Imperial Russia, Canada, and elsewhere as a "state within a state," the essay advocates a reevaluation of theories of modern statehood advanced by thinkers like James C. Scott and Ernest Gellner. As conservative, pacifist Mennonites traveled from North America to the Paraguayan Chaco to escape the pressures of assimilation in democratic society, their migration paved the way for coreligionists fleeing persecution in the Soviet Union to join in the formation of a rural, autonomous "Mennonite state" that was organized internationally, characterized by deep religious observance, and conceived in opposition to high modernist projects.

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)0.003
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Dataset · Consensus signal: Dataset
Teacher disagreement score0.260
Threshold uncertainty score0.516

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.003
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0020.007
Science and technology studies0.0010.000
Scholarly communication0.0010.001
Open science0.0010.002
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0080.001

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 head0.037
GPT teacher head0.363
Teacher spread0.326 · 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 designNot applicable
Domainnot available
GenreDataset

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
Published2018
Admission routes1
Has abstractyes

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