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Record W4416632395 · doi:10.7202/1121546ar

Connexions et contradictions

2025· article· fr· W4416632395 on OpenAlexvenueno aff
Susana Narotzky, Natalia Buier, Alicia Reigada Olaizola

Bibliographic record

VenueAnthropologie et Sociétés · 2025
Typearticle
Languagefr
FieldSocial Sciences
TopicFrench Urban and Social Studies
Canadian institutionsnot available
Fundersnot available
KeywordsRelations of productionProduction (economics)Clientelism

Abstract

fetched live from OpenAlex

L’agriculture intensive de fruits rouges dans la province de Huelva (Espagne) se présente comme le résultat de l’effort de petits agriculteurs locaux qui sont parvenus à développer un secteur d’exportation dynamique et à augmenter l’offre d’emploi dans la région. Cependant, ce succès apparent repose sur un système de mobilisation de la main-d’oeuvre et d’extraction d’eau souterraine qui a produit une crise socioécologique. À partir d’un travail ethnographique de longue durée, nous utilisons le cadre théorique d’Eric Wolf pour analyser la mobilisation de deux ressources fondamentales — le travail et l’eau — dans la production de fruits rouges et les conflits que cette mobilisation engendre autour de l’extraction des ressources hydriques et de l’exploitation du travail. Nous abordons l’importance du discours sur le « local » et de l’image du petit agriculteur familial dans les arguments des acteurs sociaux pour présenter, en conclusion, le jeu d’échelles qui configure les rapports matériels et idéologiques de la production agro-industrielle à Huelva et du système d’accumulation de capital.

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)0.010
metaresearch head score (Gemma)0.013
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: Other · Consensus signal: Other
Teacher disagreement score0.029
Threshold uncertainty score0.072

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0100.013
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0040.006
Science and technology studies0.0070.036
Scholarly communication0.0100.008
Open science0.0010.006
Research integrity0.0020.003
Insufficient payload (model declined to judge)0.0060.000

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 head0.295
GPT teacher head0.585
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

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
GenreOther

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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