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Record W2624752970 · doi:10.4000/ema.3654

Introduction - Les migrations internationales dans l’Égypte postrévolutionnaire

2017· article· fr· W2624752970 on OpenAlex
Pauline Brücker

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

VenueÉgypte/Monde arabe · 2017
Typearticle
Languagefr
FieldSocial Sciences
TopicPolitical and Social Issues
Canadian institutionsMinistère de l’Emploi et de la Solidarité Sociale (Québec)
Fundersnot available
KeywordsPolitical science

Abstract

fetched live from OpenAlex

Six ans après l’irruption des « révolutions » arabes, des mouvements contestataires et des autres soulèvements populaires sur les scènes médiatiques et dans les débats académiques, le conflit syrien a replacé la question migratoire au cœur de l’espace méditerranéen, et questionne le rôle de l’Égypte dans cette nouvelle équation. Les départs pour l’Europe depuis la côte égyptienne, quasiment inédits avant les mouvements contestataires de 2011, sont désormais de plus en plus nombreux. Les arrivées continues depuis la Corne de l’Afrique ou la Syrie activent ces routes migratoires naissantes, empruntées par ceux et celles qui s’efforcent de contrer et de déjouer les fermetures ou la dangerosité croissante des routes anciennes, tel l’axe passant par la Libye. Les dynamiques migratoires et les stratégies de tous les acteurs en jeu – États, migrants, exilés, organisations internationales, ONG, sociétés civiles – s’adaptent ainsi à des contextes changeants et tentent de se répondre, voire de s’influencer, dans des interactions et des négociations qui restent à interroger...

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)0.001
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Science and technology studies, Insufficient payload (model declined to judge)
Consensus categoriesScience and technology studies, Insufficient payload (model declined to judge)
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.768
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0050.003
Scholarly communication0.0010.001
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 head0.036
GPT teacher head0.327
Teacher spread0.291 · 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