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Record W2914197159

Developments in the Legal Profession: Lizotte, Alberta and Green and the Growing Power of Privilege and Professional Regulators

2017· article· en· W2914197159 on OpenAlexaffabout
Brooke MacKenzie

Bibliographic record

VenueSSRN Electronic Journal · 2017
Typearticle
Languageen
FieldSocial Sciences
TopicLegal Education and Practice Innovations
Canadian institutionsUniversity of Toronto
Fundersnot available
KeywordsMandateLawPrivilege (computing)Statutory lawPolitical scienceLegislatureSupreme courtLegal profession
DOInot available

Abstract

fetched live from OpenAlex

This article discusses the implications of three decisions of the Supreme Court of Canada in its 2016-2017 term that touch directly upon the of lawyers, that is, privilege issues and legal professional regulation. Lizotte v. Aviva Insurance Company of Canada and Alberta (Information and Privacy Commissioner) v. University of Calgary reaffirm the significant protection our courts accord to both solicitor-client and litigation privilege, such that a legislative provision will not abrogate the privilege unless it is clear, explicit and unequivocal in its intention to do so. In Green v. Law Society of Manitoba, the Court confirmed that, in light of its statutory mandate to protect the public interest in the provision of legal services, a law society has authority to mandate licensees to complete continuing professional development activities, and to enforce this requirement by suspending lawyers who fail to comply. While all three decisions clarify the law, they also raise interesting questions about where the law of privilege is headed, and how professional regulators may respond to this affirmation of their authority.

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)0.013
metaresearch head score (Gemma)0.015
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: Empirical · Consensus signal: none
Teacher disagreement score0.796
Threshold uncertainty score0.528

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0130.015
Meta-epidemiology (narrow)0.0000.001
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0020.003
Science and technology studies0.0280.064
Scholarly communication0.0260.013
Open science0.0030.007
Research integrity0.0200.020
Insufficient payload (model declined to judge)0.0040.000

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 head0.014
GPT teacher head0.339
Teacher spread0.325 · 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
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
Published2017
Admission routes2
Has abstractyes

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