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Record W2996403756 · doi:10.22329/wyaj.v36i0.6065

Green Illusions: Governing CSR Aesthetics

2019· article· en· W2996403756 on OpenAlexvenueno aff
Benjamin J. Richardson

Bibliographic record

VenueWindsor Yearbook of Access to Justice · 2019
Typearticle
Languageen
FieldBusiness, Management and Accounting
TopicEnvironmental Sustainability in Business
Canadian institutionsnot available
Fundersnot available
KeywordsCorporate social responsibilityCorporate governanceCorporationCorporate brandingAestheticsIllusionPublic relationsGreenwashingSalience (neuroscience)Corporate communicationGreen marketingLogos Bible SoftwarePhenomenonBusinessSociologyLaw and economicsPolitical scienceMarketingLawPsychologyArtEpistemology

Abstract

fetched live from OpenAlex

This article makes a novel argument that governance of corporate environmental activities should recognize that the business corporation is an aesthetic phenomenon, including the environmental practices and communications undertaken in the name of “corporate social responsibility” [CSR]. Corporate identities and CSR practices are aesthetically projected through logos, trademarks, websites, the presentation of products and services, stylish offices, company uniforms, and other aesthetic artefacts. This corporate “branding” dovetails with the broader aestheticization of our pervasive media and consumer culture. Aesthetics has particular salience in CSR for influencing, and sometimes misleading, public opinion about corporate environmental performance. Consequently, in disciplining unscrupulous corporate behaviour, governance methods must be more responsive to such aesthetic characteristics. The green illusions of business communications create difficulties for regulation, which is better suited to disciplining discrete misleading statements about retailed products or trademarks rather than tackling the broader aesthetic character of business and the marketplace. The article suggests that non-state actors who are more sensitive to aesthetics can help to fill some of this governance void. The “counter-aesthetic” strategies of social and environmental activist groups can inject a subversive narrative that can help to unmask these green illusions. Although the history of such tactics suggests they probably have only a modest effect in challenging corporate deception, the law can assist by protecting public spaces from corporate marketing and sponsorship.

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 categoriesInsufficient payload (model declined to judge)
Consensus categoriesInsufficient payload (model declined to judge)
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.309
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0000.000
Scholarly communication0.0000.002
Open science0.0010.001
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.002

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 head0.245
Teacher spread0.228 · 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; both teacher heads agree on what is shown here.

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

Citations4
Published2019
Admission routes1
Has abstractyes

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