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Record W4297051567 · doi:10.1080/08865655.2022.2115387

Cross-border Religious Practices: Evangelical Churches as Networks of Mobility on the Chilean-Bolivian Frontier

2022· article· en· W4297051567 on OpenAlexvenueno aff
Miguel Ángel Mansilla, J.C. Slootweg

Bibliographic record

VenueJournal of Borderlands Studies · 2022
Typearticle
Languageen
FieldSocial Sciences
TopicMigration, Education, Indigenous Social Dynamics
Canadian institutionsnot available
Fundersnot available
KeywordsFrontierIndigenousSociologyEconomic geographyEthnologyPolitical scienceGender studiesGeographyLaw

Abstract

fetched live from OpenAlex

This article analyzes the cross-border religious practices of the Aymara and Quechua people, Peruvian and Bolivian evangelicals who inhabit the Tarapacá region in Chile. For this purpose, the cross-border nature of evangelical communities is illustrated, evangelicals are defined as communities of communities, and three aspects are analyzed that allow evangelical churches to be understood as networks of mobility on the Chilean-Bolivian frontier: 1. The role of the family as a mediator of affiliations; 2. The importance of unattached identifications and 3. The heterogeneity of forms of participation in evangelical churches. For indigenous communities, geographical mobility is a community need and an ancestral heritage. Religious mobility implies interconnections between different religious groups, such as border and cross-border network strategies.

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)0.001
metaresearch head score (Gemma)0.002
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: Empirical · Consensus signal: Empirical
Teacher disagreement score0.017
Threshold uncertainty score0.034

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0020.003
Scholarly communication0.0030.003
Open science0.0000.004
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0030.000

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 head0.032
GPT teacher head0.419
Teacher spread0.387 · 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
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
Published2022
Admission routes1
Has abstractyes

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