MétaCan
Menu
Back to cohort
Record W2526359194 · doi:10.24241/rcai.2016.112.1.149

Abstenerse del terror: la paradoja de la no violencia en el Sáhara Occidental

2016· article· es· W2526359194 on OpenAlex
Christian Leuprecht, Matthew Porges

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.

Bibliographic record

VenueRevista CIDOB d Afers Internacionals · 2016
Typearticle
Languagees
FieldSocial Sciences
TopicAfrican Studies and Geopolitics
Canadian institutionsRoyal Military College of Canada
Fundersnot available
KeywordsHumanitiesPolitical sciencePhilosophy

Abstract

fetched live from OpenAlex

En el Sáhara Occidental, antigua colonia española ocupada por Marruecos desde 1975, no ha habido prácticamente ninguna resistencia violenta por parte del pueblo indígena saharaui desde el final de la guerra de 1975-1991 entre Marruecos y el Frente Polisario. La ausencia de violencia sorprende por varios factores: amplio apoyo de la población a la independencia, disparidades sociales y económicas entre marroquíes y saharauis, así como una brutal represión de Marruecos de la cultura, la resistencia y las manifestaciones del sentimiento independentista saharaui. Este artículo analiza la lógica de la violencia –y de su ausencia–, así como la resistencia, y extrae lecciones del Sáhara Occidental. Además de avanzar en el desarrollo teórico, se realiza un aporte metodológico al estudio de la resistencia y una mejor comprensión del conflicto del Sáhara Occidental mediante un trabajo de campo que incluyó unas 60 entrevistas con activistas saharauis realizadas durante el verano de 2014.

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.

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)0.002
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Insufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.929
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0000.000
Science and technology studies0.0000.002
Scholarly communication0.0000.000
Open science0.0010.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.001

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 head0.009
GPT teacher head0.336
Teacher spread0.327 · 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