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Record W1970286849 · doi:10.1177/0010836715574913

Practice theory and the study of diplomacy: A research agenda

2015· article· en· W1970286849 on OpenAlexaff
Vincent Pouliot, Jérémie Cornut

Bibliographic record

VenueCooperation and Conflict · 2015
Typearticle
Languageen
FieldSocial Sciences
TopicPeacebuilding and International Security
Canadian institutionsUniversity of Waterloo
Fundersnot available
KeywordsDiplomacyPolityVariety (cybernetics)Political sciencePoliticsInternational relationsEpistemologyRationalityConstitutionSociologyPractice theoryLaw and economicsLawPositive economicsSocial scienceEconomics

Abstract

fetched live from OpenAlex

This introductory article explores the multiple synergies between international practice theory and diplomatic studies. The timing for this cross-fertilizing exchange could not be better, as the study of diplomacy enters a phase of theorization while practice scholars look to confront the approach to new empirical and analytical challenges. The article first defines diplomacy as a historically and culturally contingent bundle of practices that are analytically alike in their claim to represent a given polity to the outside world. Then the key analytical wagers that practice theory makes are introduced, and debates currently raging in the discipline are briefly reviewed. Next, it is suggested what a practice theory of diplomacy may look like, discussing a variety of existing works through their common objective to explain the constitution of world politics in and through practice. Finally, a few research avenues to foster the dialogue between diplomatic studies and practice theory are outlined, centered on the nexuses of transformation and reproduction, rationality and know-how, and the technical vs. social dimensions of practices –diplomatic or otherwise.

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)0.022
metaresearch head score (Gemma)0.022
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: Theoretical or conceptual
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.022
Threshold uncertainty score0.117

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0220.022
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0050.008
Science and technology studies0.0080.077
Scholarly communication0.0170.023
Open science0.0030.007
Research integrity0.0070.009
Insufficient payload (model declined to judge)0.0080.001

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 head0.200
GPT teacher head0.490
Teacher spread0.290 · 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 designTheoretical or conceptual
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

Citations304
Published2015
Admission routes1
Has abstractyes

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