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Record W7141776226

Crítica y réplica al trabajo misional entre los indígenas. Una visión comparada entre el Valle de Sibundoy (Putumayo) y la Sierra Nevada de Santa Marta (Magdalena)

2025· article· es· W7141776226 on OpenAlexaboutno aff
Gabriel Cabrera Becerra

Bibliographic record

VenueDialnet (Universidad de la Rioja) · 2025
Typearticle
Languagees
FieldSocial Sciences
TopicHistory and Politics in Latin America
Canadian institutionsnot available
Fundersnot available
KeywordsIndigenousContent analysisContent (measure theory)Indigenous culture
DOInot available

Abstract

fetched live from OpenAlex

Recent events related to violence in Indigenous missions in Canada have rekindled concerns about missionary work. This text examines the critical output of the social sciences on missions in two Indigenous regions of Colombia, as well as the ecclesiastical response to these critiques. Drawing on the concept of authority, it analyzes and discusses the appropriateness and accuracy of the content in these works. Far from contributing to a reorientation of missionary activity, these critical texts were dismissed as being full of falsehoods. However, the authors’ personal observations, the documents they consulted, and other sources allowed for a reconstruction of the contexts in which they were produced, showing that their content closely adhered to the truth.

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)0.003
metaresearch head score (Gemma)0.007
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: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.096
Threshold uncertainty score0.191

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0030.007
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0020.001
Science and technology studies0.0080.019
Scholarly communication0.0090.003
Open science0.0010.003
Research integrity0.0020.003
Insufficient payload (model declined to judge)0.0050.000

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 head0.008
GPT teacher head0.309
Teacher spread0.301 · 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
Published2025
Admission routes1
Has abstractyes

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