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Migración africana a España

2021· article· es· W3192509382 on OpenAlexaff
David E. Arias Marín

Bibliographic record

VenueAULA Revista de Humanidades y Ciencias Sociales · 2021
Typearticle
Languagees
FieldArts and Humanities
TopicHispanic-African Historical Relations
Canadian institutionsUniversité de Montréal
Fundersnot available
KeywordsHumanitiesPersonaArt

Abstract

fetched live from OpenAlex

A partir de algunas consideraciones sobre la literatura de viajes, las escrituras tuteladas y las narrativas testimoniales, el artículo analiza desde una mirada crítica El viaje de Kalilu, un libro publicado en 2009, que narra en primera persona la travesía de Kalilu Jammeh desde Serekunda, Gambia, hasta las costas de España. El objetivo es señalar algunas tensiones que existen en la obra, en especial las relacionadas con la escritura del libro, el mensaje que transmite y los receptores. Se trata de un testimonio que importa y también impacta por las descripciones que ofrece sobre la migración clandestina en África, las condiciones del viaje, el funcionamiento y organización de las redes de traficantes de personas, las rutas, la geografía, los grupos étnicos, las relaciones lingüísticas e interculturales, las estrategias de supervivencia de los migrantes, los tratos que reciben, entre otras cosas. La principal hipótesis es que el libro tiene un doble propósito: por un lado, disuadir a los africanos que buscan migrar a Europa de forma clandestina; por otro, sensibilizar y crear conciencia entre los lectores europeos frente a la tragedia que supone este tipo de migración. De este doble propósito se genera una discusión sobre quiénes son sus verdaderos destinatarios y la recepción de la obra entre distintos públicos.

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)0.001
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: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.025
Threshold uncertainty score0.051

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0050.002
Scholarly communication0.0020.002
Open science0.0000.003
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0110.001

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 head0.059
GPT teacher head0.281
Teacher spread0.222 · 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
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
Published2021
Admission routes1
Has abstractyes

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