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Record W4295034990 · doi:10.3917/rfsp.716.0009

Ce que l’international fait à l’économie (et réciproquement)

2022· article· fr· W4295034990 on OpenAlexaff
Vincent Gayon, Romain Lecler

Bibliographic record

VenueRevue française de science politique · 2022
Typearticle
Languagefr
FieldSocial Sciences
TopicMulticulturalism, Politics, Migration, Gender
Canadian institutionsFrancophone University AssociationUniversité du Québec à Montréal
Fundersnot available
KeywordsHumanitiesPolitical sciencePhilosophy

Abstract

fetched live from OpenAlex

Les politiques économiques internationales constituent un objet de recherche prometteur pour la sociologie politique de l’international. Malgré quelques amorces en direction de la sociologie, les courants classiques de l’économie politique internationale puisent en effet davantage leur inspiration dans les sciences économiques. Cette introduction souhaite contribuer à un rapprochement critique entre ces perspectives disciplinaires en s’appuyant sur une série de travaux sociohistoriques qui cherchent à éviter le piège de la réification des États et des organisations, et se méfient de l’illusion héroïque et téléologique dans la conduite de l’action publique internationale. Elle montre tout l’apport d’une sociologie des agents, attentive à rendre compte de leurs pratiques, à éclairer leurs trajectoires et leurs dispositions, à analyser la structure de leurs interactions, de leurs conflits et de leurs stratégies au cœur des bureaucraties économiques internationales.

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)0.004
metaresearch head score (Gemma)0.008
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: none
Teacher disagreement score0.025
Threshold uncertainty score0.085

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0040.008
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0020.004
Science and technology studies0.0050.016
Scholarly communication0.0180.011
Open science0.0010.005
Research integrity0.0050.008
Insufficient payload (model declined to judge)0.0250.004

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 head0.074
GPT teacher head0.374
Teacher spread0.300 · 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

Citations4
Published2022
Admission routes1
Has abstractyes

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Same venueRevue française de science politiqueSame topicMulticulturalism, Politics, Migration, GenderFrench-language works237,207