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Record W2290893309

Environmental Management Systems and Public Authority in Canada: Rethinking Environmental Governance

2003· article· en· W2290893309 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.
aboutThe title or abstract carries a Canadian signal from the geographic lexicon.

Bibliographic record

VenueeYLS (Yale Law School) · 2003
Typearticle
Languageen
FieldBusiness, Management and Accounting
TopicRegulation and Compliance Studies
Canadian institutionsUniversity of British Columbia
Fundersnot available
KeywordsCorporate governanceBusinessIncentivePublic relationsPublic administrationPolitical scienceEconomicsFinance
DOInot available

Abstract

fetched live from OpenAlex

Using the example of environmental management systems (EMS) and the ISO 14001 standard, I propose a typology of eight ways in which public authorities interact with voluntary environmental initiatives: 1. Steering (influencing the development, use or content of voluntary initiatives through official policy pronouncements, participation in standards development or creation of legal ground rules or backstops for voluntary initiatives), 2. Self-discipline (applying voluntary initiatives to government operations or agreeing to international trade rules that turn voluntary standards into constraints on regulatory authority), 3. Knowledge production (generating and disseminating ideas, information and expertise about the design, use or value of voluntary initiatives), 4. Reward (providing material incentives for adherence to voluntary initiatives through regulatory relief programs, financial incentives or green procurement policies), 5. Command (issuing legally binding requirements to adhere to voluntary initiatives through court orders or legislation), 6. Benchmarking (using voluntary initiatives as standards for "reasonableness" in civil actions or "due diligence" in regulatory prosecutions), 7. Challenge (challenging firms or other organizations to adhere to voluntary initiatives), and 8. Borrowing (incorporating voluntary initiatives into legal instruments such as statutes and regulations). I then employs Foucault's notion of governmentality to characterize EMSs and EMS standards as a mode of governance with their own normative rationales and mundane technologies of rule. I argue in this connection that the techniques of EMSs and standardization deactivate the substantial political stakes of corporate environmental management by treating them as technical matters to be resolved by neutral professional expertise and simultaneously as private matters of consumer or commercial preference to be resolved by the market. The political rationalities of EMSs and EMS standards consist of a particular set of justifications and story-lines that vest the development and implementation of important environmental standards in global standardization bodies, business firms, consultancies and private certification and accreditation bodies. This analysis of the governmental rationalities and techniques of EMSs and the interpenetration of public and private authority in the politics of environmental management casts new light on the debate over what role EMSs should play in public law and policy. I conclude the article with some tentative thoughts on what role law might play in this arena -- in particular, how it might be employed to resist the tendency of EMS-based initiatives to depoliticize environmental politics.

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.

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 score0.434
Threshold uncertainty score0.852

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 studies0.0000.000
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 head0.015
GPT teacher head0.190
Teacher spread0.175 · 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