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Record W4416632358 · doi:10.7202/1121548ar

« Oeuvre magistrale »

2025· article· fr· W4416632358 on OpenAlexvenueno aff
Claudia Zamora-Valencia

Bibliographic record

VenueAnthropologie et Sociétés · 2025
Typearticle
Languagefr
FieldSocial Sciences
TopicMigration, Health, Geopolitics, Historical Geography
Canadian institutionsnot available
Fundersnot available
KeywordsLigneModernization theoryWestern europe

Abstract

fetched live from OpenAlex

En 2019, le gouvernement mexicain a lancé le projet de développement du Corridor interocéanique de l’isthme de Tehuantepec, une plateforme logistique et multimodale reliant les océans Pacifique et Atlantique grâce à la rénovation du chemin de fer transisthmique et de deux ports construits au XIX e siècle. L’objectif du corridor est d’accroître la connectivité avec les marchés mondiaux, en transportant efficacement les marchandises à travers les États de Veracruz et d’Oaxaca, sur la bande de terre la plus étroite du pays. M’appuyant sur des recherches historiques et ethnographiques, j’examine comment la situation et la géographie de l’isthme ont suscité un intérêt répété dans la région, façonnant les valeurs et les significations matérielles et idéologiques des infrastructures de transport. Dans cet article, j’analyse comment la modernisation du port de Salina Cruz, Oaxaca — un élément stratégique du corridor —, génère différentes idées et expériences de développement. Des concepts tels que la modernité, le progrès et la connectivité sont des points de départ pour discuter de quelle manière les infrastructures acquièrent un caractère presque mythique, légitimant les échecs et les attentes en matière de développement national mandat après mandat.

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)0.000
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: Not applicable
GenreCandidate signal: Commentary · Consensus signal: none
Teacher disagreement score0.053
Threshold uncertainty score0.160

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0040.001
Scholarly communication0.0020.001
Open science0.0010.003
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0480.006

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 head0.151
GPT teacher head0.569
Teacher spread0.418 · 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
GenreCommentary

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
Published2025
Admission routes1
Has abstractyes

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