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Record W2516857165 · doi:10.29173/alr225

Assessing Canada’s Regulatory Response to the <i>Sarbanes-Oxley Act of 2002</i>: Lessons for Canadian Policy Makers

2009· article· en· W2516857165 on OpenAlexvenueaboutno aff
Stephen P. Sibold

Bibliographic record

VenueAlberta Law Review · 2009
Typearticle
Languageen
FieldBusiness, Management and Accounting
TopicLaw, logistics, and international trade
Canadian institutionsnot available
Fundersnot available
KeywordsCorporate governanceSarbanes–Oxley ActAccountingCapital (architecture)BusinessLaw and economicsCorporate lawCapital marketEconomicsPolitical scienceLawPublic administrationFinance

Abstract

fetched live from OpenAlex

The article sets out to show that by adopting the Sarbanes-Oxley Act of 2002 together with other rules of the United States corporate governance regime, Canadian securities regulators moved away from a Canadian, principles-based approach, and not necessarily for the better. It does so by first discussing the unique characteristics of the Canadian capital markets and providing a thorough background into Canada’s corporate governance regime. It then highlights the main provisions of the Act, describes the ensuing debate in Canada, and critically examines Canada’s corresponding regulatory action — the introduction of four rules and a policy. The article asserts that the Sarbanes-Oxley Act of 2002 was an inappropriate model to take for the regulators and recommends a re-evaluation of the perceived need to harmonize with the United States in the area of corporate governance.

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)0.016
metaresearch head score (Gemma)0.043
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Other · Consensus signal: none
Teacher disagreement score0.350
Threshold uncertainty score0.754

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0160.043
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0060.007
Science and technology studies0.0200.007
Scholarly communication0.0210.002
Open science0.0040.002
Research integrity0.0090.007
Insufficient payload (model declined to judge)0.0030.000

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 head0.036
GPT teacher head0.290
Teacher spread0.254 · 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 designNot applicable
Domainnot available
GenreOther

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

Citations1
Published2009
Admission routes2
Has abstractyes

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