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Record W3046954090 · doi:10.1177/0305829820935177

Who Practises Practice Theory (and How)? (Meta-)theorists, Scholar-practitioners, (Bourdieusian) Researchers, and Social Prestige in Academia

2020· article· en· W3046954090 on OpenAlexaboutno aff
Leonie Holthaus

Bibliographic record

VenueMillennium Journal of International Studies · 2020
Typearticle
Languageen
FieldDecision Sciences
TopicEvaluation and Performance Assessment
Canadian institutionsnot available
Fundersnot available
KeywordsPrestigeReflexivitySociologyEpistemologyPractice theorySocial theorySocial practiceSocial sciencePhilosophyArt history

Abstract

fetched live from OpenAlex

Practice theory has become a popular and avowedly pluralistic research programme in European and Canadian international relations (IR). It promises the end of monolithic grand theorising and armchair analysis. Yet, taken together, practice theory’s pluralist character and methodological promises raise the question: who practises practice theory (and how)? I deal with this question through a discussion of three different, representative, and sociologically important books. On this basis, I depict three (ideal-)types of authorship. They include the (meta-)theorist, the scholar-practitioner, and the Bourdieusian researcher. I show that authors remake practice theory’s theoretical claims by relating practice to theory in different manners, such as deep theorising, reworking of experience in inductive theorising, and reflexive conceptualisation. I focus less on the enduring position of (meta-)theorists. I rather argue that the different academic practices indicate that the authors seek prestige within practice theory and neighboring scientific communities. For this purpose, I approach prestige as durable esteem due to occupational achievements. Finally, I ask how the new scientific demands of practice theory might impact young, less established academics. Type de manuscrit : Recension d’ouvrage Qui pratique la théorie de la pratique (et comment)? (Méta-)théoriciens, praticiens-chercheurs, chercheurs (bourdieusiens) et prestige social à l’Universit

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)0.132
metaresearch head score (Gemma)0.138
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.993
Threshold uncertainty score0.700

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.1320.138
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0020.001
Bibliometrics0.0090.011
Science and technology studies0.0070.055
Scholarly communication0.0360.054
Open science0.0050.006
Research integrity0.0080.011
Insufficient payload (model declined to judge)0.0030.001

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 head0.429
GPT teacher head0.557
Teacher spread0.129 · 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.

Study designQualitative
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

Citations10
Published2020
Admission routes1
Has abstractyes

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