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Record W1125291358 · doi:10.1080/13621025.2015.1053794

Mediating between state and citizens: the significance of the informal politics of third-party representation in the global south

2015· article· en· W1125291358 on OpenAlexaff
Laurence Piper, Bettina von Lieres

Bibliographic record

VenueCitizenship Studies · 2015
Typearticle
Languageen
FieldSocial Sciences
TopicInternational Development and Aid
Canadian institutionsUniversity of Toronto
Fundersnot available
KeywordsPoliticsClientelismLegitimacyPolitical economyMediationPolitical scienceDemocracyState (computer science)Context (archaeology)SociologyNegotiationLaw

Abstract

fetched live from OpenAlex

This article argues that we should take more seriously the role of intermediaries in relationships between states and citizens in the global south. More specifically it holds that the practice of mediation, the third party representation of citizens to states and vice versa, is a widespread and important political practice in this context. Largely distinct from the contentious politics and popular mobilisation of social movements, mediation is more a politics of negotiation and bargaining by representatives. Developed as an emergent analysis from multiple case studies, mediation is a broad concept that includes practices that at other times might be described as lobbying, clientelism and coercion, but that we conceptualise in terms of claiming legitimacy to speak for the poor and marginalised, and theorise in terms of a democratic deficit between formal political institutions and these groups. In addition to identifying different kinds of mediators, the article categorises mediation in terms of the orientation and nature of various mediatory practices. Lastly, the article identifies at least three explanations for mediation including the endurance of pre-democratic political relations and practices, new forms of social exclusion in post-colonial democracies and the erosion of state authority brought about by neo-liberal policies and globalisation.

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)0.008
metaresearch head score (Gemma)0.009
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.010
Threshold uncertainty score0.042

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0080.009
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.002
Science and technology studies0.0090.038
Scholarly communication0.0100.007
Open science0.0010.013
Research integrity0.0020.003
Insufficient payload (model declined to judge)0.0070.000

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 head0.125
GPT teacher head0.371
Teacher spread0.246 · 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 designObservational
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

Citations21
Published2015
Admission routes1
Has abstractyes

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