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Record W2605652673 · doi:10.1177/0308518x17705657

Fields of green: Corporate sustainability and the production of economistic environmental governance

2017· article· en· W2605652673 on OpenAlexaff
Peter R. Wilshusen, Kenneth Iain MacDonald

Bibliographic record

VenueEnvironment and Planning A Economy and Space · 2017
Typearticle
Languageen
FieldBusiness, Management and Accounting
TopicEnvironmental Sustainability in Business
Canadian institutionsUniversity of Toronto
Fundersnot available
KeywordsCorporate governanceSustainabilityCorporate sustainabilityCorporate social responsibilityField (mathematics)Social sustainabilityContext (archaeology)Economic systemBusinessSociologyEnvironmental resource managementPolitical scienceEconomicsPublic relationsEcologyManagementBiology

Abstract

fetched live from OpenAlex

This article critically examines the production of economistic fields of environmental governance in the context of global summits like Rio + 20. It focuses on the constitutive work performed by diverse actors in extending corporate sustainability logics, social technologies, and organizational forms initially enacted at the 2012 Corporate Sustainability Forum (CSF). Fields are defined as dynamic, relational arenas featuring particular logics, dynamic actor positions, and organizational forms. Corporate sustainability exemplifies how the language and practices of economics have reshaped approaches to environmental protection and sustainable development. Although numerous studies have looked at the implementation of market-oriented approaches, less attention has been focused on the constitutive processes that animate and expand economistic fields of governance over time. Our analysis emphasizes diffuse processes of economization as central to the reproduction and extension of fields. The article addresses three key issues: (1) how global corporate sustainability networks help to constitute economistic fields of governance, (2) the extent to which major events contribute to field configuration, and (3) the processes through which field elements—logics, social technologies, and organizational forms—transpose onto related fields of governance. Field configuration produces economistic environmental governance by solidifying business logics, enabling new actor-networks, launching new global-scale initiatives, and enhancing the role of UN agencies in promoting corporate sustainability. We illustrate field configuration with two examples: the Natural Capital Declaration and the Green Industry Platform. Our analysis highlights the diffuse power of field dynamics in which discursive and social entanglement and transposition reproduce and extend corporate sustainability beyond current institutional boundaries.

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)0.000
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: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.008
Threshold uncertainty score0.503

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.001
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 head0.010
GPT teacher head0.184
Teacher spread0.174 · 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 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

Citations54
Published2017
Admission routes1
Has abstractyes

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