MétaCan
Menu
Back to cohort
Record W3216130494 · doi:10.29173/mlj1023

(Where is) the Tipping Point for Governmental Regulation of Canadian Lawyers? Perhaps it is in Paradise: Critically Assessing Regulation of Lawyer Involvement with Money Laundering After Canada (Attorney General) v Federation of Law Societies of Canada

2018· article· en· W3216130494 on OpenAlex
Rebecca Jaremko Bromwich

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

VenueManitoba Law Journal · 2018
Typearticle
Languageen
FieldSocial Sciences
TopicLegal Education and Practice Innovations
Canadian institutionsCarleton University
Fundersnot available
KeywordsMoney launderingParadiseTipping point (physics)LawPoint (geometry)Political scienceRussian federationBusinessHistoryEconomic policyEngineering

Abstract

fetched live from OpenAlex

their capacity to meet it.This article critically examines the extent to which law societies are positioned to effectively meet that burden, and, relatedly, what implications this may have for the future of lawyer self-regulation in Canada.The article critiques the extent to which law societies have the capacity to combat the use of law practices as shields for money laundering as well as what capacity legal regulators as currently constituted reasonably have to do so in the future.With reference to the 2016 Report of the Intergovernmental body developing and promoting policies to combat money laundering and terrorist financing (FATF), this article raises concerns that the Supreme Court of Canada's judgment in the Federation of Law Societies case rests on a shaky foundation whereby money laundering was unexplored as an issue because it was conceded to be a global problem.It suggests that the current magnitude of money laundering in a globalized economy, as revealed by the Panama Papers and Paradise Papers, among other sources, coupled with the low capacity of law societies to address it renders the global threat of money laundering sufficiently calamitous to the international monetary system for governmental regulation of lawyers, as opposed to continued self-regulation, to be an appropriate course of action justifiable under s. 1 of the Charter.

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)0.001
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: Theoretical or conceptual · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.799
Threshold uncertainty score0.796

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 studies0.0010.000
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 head0.034
GPT teacher head0.290
Teacher spread0.256 · 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