MétaCan
Menu
Back to cohort
Record W3202302895

Comparative Regulatory Environments: A Comparison Of Financial Services Regulation In Eight Jurisdictions

2015· article· en· W3202302895 on OpenAlexaboutno aff
Yen -, Mark Yeandle

Bibliographic record

VenueSSRN Electronic Journal · 2015
Typearticle
Languageen
FieldBusiness, Management and Accounting
TopicRegulation and Compliance Studies
Canadian institutionsnot available
Fundersnot available
KeywordsFinancial servicesDeskBusinessAllianceEuropean unionRegulatory reformFinancial regulationFinanceAccountingInternational tradePolitical science
DOInot available

Abstract

fetched live from OpenAlex

Commissioned by the Toronto Financial Services Alliance (TFSA), this report provides a high level comparison of the regulatory environment that impacts the financial services industry in some of the main jurisdictions based on relevant instrumental factors, responses to an online questionnaire and desk research. The jurisdictions examined in this research are Canada, Dubai, European Union (EU), Hong Kong, Singapore, Switzerland, the United Kingdom (UK) and the United States of America (USA). Whilst there are some jurisdictions that perform better than others, the overall picture that comes from the industry regarding the regulatory environment is not encouraging. Financial professionals seem jaded by the whole focus on regulations in the industry. Most believe that the regulations will become more onerous, less easy to comply with, more costly, but, at the same time, less effective. Most also believe that regulations will become a greater barrier to entry in the future.

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)0.001
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: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.295
Threshold uncertainty score0.506

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
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 head0.025
GPT teacher head0.265
Teacher spread0.240 · 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 teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
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

Citations0
Published2015
Admission routes1
Has abstractyes

Explore more

Same venueSSRN Electronic JournalSame topicRegulation and Compliance StudiesFrench-language works237,207