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Record W2264803107 · doi:10.1177/194277861300600104

Grabbing ‘Green’: Cynical Reason, Instrumental Ethics and the Production of ‘the Green Economy

2013· article· en· W2264803107 on OpenAlexaff
Kenneth Iain MacDonald

Bibliographic record

VenueHuman Geography · 2013
Typearticle
Languageen
FieldAgricultural and Biological Sciences
TopicAgriculture, Land Use, Rural Development
Canadian institutionsUniversity of Toronto
Fundersnot available
KeywordsEnvironmentalismInstrumentalismOpposition (politics)Environmental ethicsEnvironmental governanceSociologyContext (archaeology)InstitutionalisationPoliticsCorporate governancePolitical sciencePolitical economyLawEconomicsManagement

Abstract

fetched live from OpenAlex

This paper traces the institutionalization of Environmentalism as a pre-condition for the production of ‘The Green Economy,’ particularly the containment of the oppositional possibilities of an environmentalist politics within the institutional and organizational terrain of a transnational managerial and capitalist class. This is a context in which many environmental organizations – once the site of planning, mobilizing and implementing opposition and resistance to the environmentally destructive practices of corporate industrialism – have become part of a new project of accumulation grounded in enclosure, access and the production and exchange of new environmental commodities. This transformation reflects what Sloterdijk (1988) has termed cynical reason – an enlightened false consciousness; and my concern in the paper is to think through ‘The Green Economy’ and its coincident instrumental ethics as an iteration of cynical reason and an expression of institutionalized power. Specifically, I focus on the development of ‘global environmental governance’ as a statist project that concentrates sanctioning authority and resource allocation in centers of accumulation (e.g., the Convention on Biological Diversity and its funding mechanism the Global Environment Facility) and facilitates the containment of Environmentalism as an oppositional politics through demands that it assume conventional forms of organization, projectification and professionalisation and through facilitating a redefinition and redeployment that shifts environmentalism from a space of hope to an instrumentalist mechanism in rationalist projects of accumulation.

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)0.009
metaresearch head score (Gemma)0.007
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: Theoretical or conceptual
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.012
Threshold uncertainty score0.051

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0090.007
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0050.099
Scholarly communication0.0120.011
Open science0.0010.008
Research integrity0.0050.006
Insufficient payload (model declined to judge)0.0020.000

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 head0.017
GPT teacher head0.201
Teacher spread0.184 · 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 designTheoretical or conceptual
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

Citations20
Published2013
Admission routes1
Has abstractyes

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