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Record W4938301

Public Participation, Federalism and Environmental Law

2009· article· en· W4938301 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) · 2009
Typearticle
Languageen
FieldBusiness, Management and Accounting
TopicRegulation and Compliance Studies
Canadian institutionsUniversity of Toronto
Fundersnot available
KeywordsEnvironmental lawPublic participationPublic interestPublic economicsLeaseBusinessPublic policyPolitical scienceEconomicsPublic administrationLaw and economicsLaw
DOInot available

Abstract

fetched live from OpenAlex

To the surprise of many Canadians, environmental regulation in Canada has been much less stringent than that in the U.S. since at least the 1970s. The principal reason given for this difference in stringency has been the process by which environmental law has been formulated. Canadian environmental law has typically been made in a very closed and informal fashion, providing industry with considerable power to influence policy but denying the public significant access to policy-makers. In the U.S. the system has been much more open and formal and provides greater opportunities for public participation. This rationale has lead to an increase in public participation rights in the environmental area in Canada. This paper examines the potential effect of increasing public participation rights. Such rights should result in greater information to and pressure on policy-makers. However, as such rights tend to lower costs of access for both the public and for regulated parties, it is not immediately clear how they will affect the relative stringency of environmental law. A factor which has greater impact on the ability of the public or public interest groups to act is the (increasingly) de-centralized nature of environmental regulation in Canada relative to the U.S. This tends to decrease the relative power of public interest groups to apply pressure on legislators by increasing their costs of action, reducing the ability of regulators to deal with extra-territorial effects and increasing the relative power of industry. In addition, while there has been an increase in public participation in Canada, it is not an unquestionable benefit in all cases. The public and regulators may have different views of environmental priorities. These differences may be due to either public attention to qualitative aspects of risk which are not apparent to regulators or to "rationality" problems of the public in perceiving relative risks. As a result, to the extent that increased public participation in Canada in the formulation of environmental law leads to regulation based on "irrationalities" by the public, such increase may actually lead to less optimal environmental regulation. A new institutional structure may be required to mitigate such concerns.

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: Theoretical or conceptual · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.928
Threshold uncertainty score0.546

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 studies0.0010.000
Scholarly communication0.0010.001
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 head0.032
GPT teacher head0.238
Teacher spread0.206 · 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