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Record W1662542501 · doi:10.1111/padm.12175

UNDERSTANDING HYBRIDITY IN PUBLIC ORGANIZATIONS

2015· article· en· W1662542501 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.

Bibliographic record

VenuePublic Administration · 2015
Typearticle
Languageen
FieldSocial Sciences
TopicPublic Policy and Administration Research
Canadian institutionsÉcole Nationale d'Administration Publique
Fundersnot available
KeywordsHybridityPublic sectorSociologyPerspective (graphical)Political sciencePublic relationsAnthropologyLaw

Abstract

fetched live from OpenAlex

This article explores and extends the concept of hybridity to understand current changes in public services organizations, notably as seen from an organizational studies perspective. The notion of hybridity has become more important, given that the public sector increasingly blurs with other sectors and more social actors. Previous reliance on the use of ideal‐types in characterizing public services reforms has masked expanding heterogeneity. We here move beyond the (i) conventional focus on structural hybridity to consider (ii) institutional dynamics, (iii) social interactions, and (iv) new identities and roles in public services. Based on these four dimensions of hybridity, we review alternative theoretical frameworks. We suggest that bringing together work from the neighbouring disciplines of public administration and organization studies may improve our understanding of public services hybridity and outline a future research agenda.

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.

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.003
metaresearch head score (Gemma)0.007
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.938
Threshold uncertainty score0.997

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0030.007
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.002
Science and technology studies0.0010.000
Scholarly communication0.0010.002
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.000

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 head0.455
GPT teacher head0.427
Teacher spread0.028 · 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