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Record W2911851653 · doi:10.5539/jsd.v12n1p84

Building a Coalition with Depoliticized Sustainability Discourse: The Case of a Transdisciplinary Transition Management Arena in Peru

2019· article· en· W2911851653 on OpenAlexvenueno aff
Eduardo Noboa, Paul Upham, Harald Heinrichs

Bibliographic record

VenueJournal of Sustainable Development · 2019
Typearticle
Languageen
FieldEnvironmental Science
TopicSustainability and Climate Change Governance
Canadian institutionsnot available
FundersFriedrich-Ebert-Stiftung
KeywordsSustainabilityCoproductionSociologyTransition management (governance)Environmental ethicsSustainability sciencePolitical sciencePublic relationsSocial sustainabilitySocial scienceEcology

Abstract

fetched live from OpenAlex

Transition management uses the depoliticized, rational discourse of systems terms, social learning and societal reflexivity. Transdisciplinary sustainability science research similarly uses the politically neutral terms of supporting the coproduction and integration of different types of knowledge. Yet both are clearly normative, resting on notions of participatory democracy and adopting environmental and social sustainability as explicit norms. Here we present the case of a transdisciplinary transition management arena in Peru, convened to develop a vision of a lower carbon, more decentralized and resilient national energy system. We show how the characteristics of the arena can help to foster the necessary conditions for empowerment and how these in turn both support – and are supported by - the ability of participants from different backgrounds generate shared problem statements, visions and strategies, building towards a coalition for change. While it remains to be seen how politically influential such arenas can be in the medium and long term, we show that depoliticized, rational sustainability discourse nonetheless has a political role to play in helping to legitimize informal institutional efforts towards energy policy change. Highlights Transition management and transdisciplinary sustainability science rationales are complementary These rationales are integrated in a Transdisciplinary Transition Management Arena (TTMA) framework The TTMA is applied with Peruvian energy system stakeholders holding marginalised views on energy futures A vision for a low carbon Peru is developed that emphasises the inclusion of distributed renewables The TTMA is assessed in terms of its capacity to support conditions for the empowerment of marginalised policy stakeholders

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 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)0.002
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.248
Threshold uncertainty score0.657

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0000.000
Scholarly communication0.0000.001
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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 head0.007
GPT teacher head0.247
Teacher spread0.241 · 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 teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
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

Citations4
Published2019
Admission routes1
Has abstractyes

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