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Record W2921657548

Institutional Work and Legitimation in the Construction of CSR Standards. The Case of ISO 26000

2019· preprint· en· W2921657548 on OpenAlexaff
Christoph Stamm

Bibliographic record

VenueHAL (Le Centre pour la Communication Scientifique Directe) · 2019
Typepreprint
Languageen
FieldBusiness, Management and Accounting
TopicGlobal trade, sustainability, and social impact
Canadian institutionsUniversité de Montréal
Fundersnot available
KeywordsLegitimationBusinessCorporate social responsibilityWork (physics)AccountingBusiness administrationPolitical sciencePublic relationsEngineeringLawMechanical engineering
DOInot available

Abstract

fetched live from OpenAlex

This paper studies the initiation and construction of transnational CSR standards and looks at the case of ISO 26000. By focussing on the actors and by applying the concept of institutional work, the analysis distinguishes between six forms of institutional work which had been undertaken: the creation of the standard (discursive/substantial), the mobilization of support (internal/external), and the organization of an inclusive space for discussion (consultation/negotiation). On the one hand, the social position of the initiators and of the organization that produces the standard as well as the external conjuncture can either hamper or facilitate the construction of a standardization project. On the other hand, certain forms of institutional work can foster the legitimation of the project. Legitimacy, potentially bestowed by an interested audience, is a necessary condition for the recognition and adoption of the standard by corporations. The analysis reveals the legitimation mechanisms in the initial construction of a CSR standard and shows that the amount of the different forms of institutional work varies depending on the specific context of a standardization initiative.

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)0.042
metaresearch head score (Gemma)0.043
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.988
Threshold uncertainty score0.223

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0420.043
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0060.004
Science and technology studies0.0120.076
Scholarly communication0.0170.017
Open science0.0020.014
Research integrity0.0070.006
Insufficient payload (model declined to judge)0.0040.001

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 head0.016
GPT teacher head0.246
Teacher spread0.231 · 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.

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

Citations0
Published2019
Admission routes1
Has abstractyes

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