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Record W4408030336 · doi:10.4000/13el0

Les mobilités depuis les Comores et la Polynésie vers Brest. Insularités, choix et contraintes dans l’insertion des diasporas en France continentale

2024· article· fr· W4408030336 on OpenAlexaff
Pauline Jézéquel, Louis Brigand, Frédéric Audard

Bibliographic record

VenueEspace populations sociétés · 2024
Typearticle
Languagefr
FieldSocial Sciences
TopicMigration, Identity, and Health
Canadian institutionsUniversity of FrederictonSaint Paul University
Fundersnot available
KeywordsHumanitiesArt

Abstract

fetched live from OpenAlex

Si les îles font l’objet de nombreux travaux de recherche en géographie, les mobilités des populations insulaires vers la France continentale restent relativement peu étudiées, en comparaison avec l’ensemble de la littérature sur les mobilités résidentielles et les îles. Identifiables comme diasporas, les populations des îles perçoivent ces mobilités avant tout comme une nécessité contrainte ou choisie. Il serait toutefois réducteur de qualifier ces mobilités uniquement par le besoin économique : la mobilité engage une palette plus large de motifs, qu’il s’agisse d’îles-États ou intégrées à des États continentaux. Ainsi, l’expérience de mobilité des îliennes et des îliens peut être utile pour saisir les modalités d’arrivées dans un nouveau territoire. Le mouvement, d’abord essentiellement contraint, peut se transformer en mobilité choisie sur le long terme avant de rentrer ou non sur les îles. L’objectif principal de cet article est alors de comprendre, d’analyser et de comparer les mobilités et l’insertion de deux diasporas îliennes (Polynésie et Comores) résidentes dans le Pays de Brest, territoire continental, littoral et urbanisé.

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: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.320
Threshold uncertainty score0.637

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.002
Science and technology studies0.0020.002
Scholarly communication0.0020.001
Open science0.0000.001
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0060.001

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 head0.070
GPT teacher head0.431
Teacher spread0.362 · 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 designObservational
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

Citations3
Published2024
Admission routes1
Has abstractyes

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