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Record W4387338623 · doi:10.26522/ssj.v17i3.4192

The Atheists from Moscow: An Encounter with Colombian Former Combatants

2023· article· en· W4387338623 on OpenAlexvenueno aff
Angelo Miramonti

Bibliographic record

VenueStudies in Social Justice · 2023
Typearticle
Languageen
FieldSocial Sciences
TopicHistory and Politics in Latin America
Canadian institutionsnot available
Fundersnot available
KeywordsPolitical sciencePsychologyCriminology

Abstract

fetched live from OpenAlex

Julian is 32 years old. 1 He is a man with a mission.And a long beard, dishevelled hair, baritone voice and mischievous smile.He was once a librarian in a small town in southern Colombia.But no more.A few months before I met him, Julian left his stationary library job for a much more dynamic pursuit.His plan?To bring libraries to people instead of the other way around.Julian's "mobile library" vision was to get new books -and new ideas -to people living in the most remote areas of Colombia.Books on his back, Julian criss-crosses the veredas (rural villages) and the corregimientos (indigenous areas) by motorbike or on foot.He visits small villages of just one or two thousand people, scattered across the mountains.Villages, where there are no libraries, and where there may be no books.Villages, where schools have only textbooks, nothing more, and where it takes long walks for children to go to school.Julian tours his mobile library through the mountains of Cauca, a region in southwest Colombia.The Nasa indigenous people live in this region, as do guerrillas, paramilitaries and drug traffickers.Having travelled this route for a few months, Julian has befriended many traditional and community leaders and village teachers.Instead of arriving unannounced, he'll call these contacts in advance to let them know when he and his bounty of books will arrive.Once in a village, Julian invites the entire community to gather, introducing himself and his travelling library."Anyone who wants to borrow a book is welcome to!" Julian tells them.

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)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.537
Threshold uncertainty score0.998

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0040.002
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 head0.086
GPT teacher head0.426
Teacher spread0.340 · 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 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
Published2023
Admission routes1
Has abstractyes

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