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Record W3156576711 · doi:10.29173/alr2644

Mental Illness and Professional Regulation: The Duty to Report a Fellow Lawyer to the Law Society

2021· article· en· W3156576711 on OpenAlexaffvenue
Andrew Flavelle Martin

Bibliographic record

VenueAlberta Law Review · 2021
Typearticle
Languageen
FieldSocial Sciences
TopicLegal Systems and Judicial Processes
Canadian institutionsDalhousie University
Fundersnot available
KeywordsLawDutyMental illnessPolitical sciencePsychologyPsychiatryMental health

Abstract

fetched live from OpenAlex

Lawyers have a largely overlooked duty to report other lawyers to the law society in a range of circumstances. This duty contemplates mental illness, explicitly or implicitly, as a reportable condition and thus engages issues of stigma and discrimination. This article analyzes this reporting duty with a focus on its implications for lawyers with disabilities. The article begins by examining the history and text of the rule and considering several legal problems it presents. It then canvasses law societies’ duties to their members with disabilities under human rights law and analyzes how the duty to report interacts with human rights law. It concludes by making recommendations for law societies, including amendments to the rule containing the reporting duty.

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)0.014
metaresearch head score (Gemma)0.031
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 score0.989
Threshold uncertainty score0.231

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0140.031
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0070.031
Scholarly communication0.0090.004
Open science0.0010.004
Research integrity0.0090.008
Insufficient payload (model declined to judge)0.0020.000

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 head0.020
GPT teacher head0.330
Teacher spread0.310 · 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
Published2021
Admission routes2
Has abstractyes

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