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Record W1877660563 · doi:10.60082/2563-8505.1262

“In the Public Interest”: Understanding the Special Role of the Government Lawyer

2013· article· en· W1877660563 on OpenAlexaboutno aff
Patrick J. Monahan

Bibliographic record

VenueSupreme Court law review · 2013
Typearticle
Languageen
FieldSocial Sciences
TopicLegal Education and Practice Innovations
Canadian institutionsnot available
Fundersnot available
KeywordsPublic interestDutyGovernment (linguistics)Statutory lawLawPolitical scienceProfessional responsibilityAccountabilityPrivilege (computing)Independence (probability theory)Sociology

Abstract

fetched live from OpenAlex

The concept of the “public interest” is the foundational principle that guides and structures the special role of government lawyers. This public interest role is derived from a number of constitutional and statutory sources but, in Ontario, it finds its foundation in section 5 of the Ministry of the Attorney General Act, which provides that the Attorney “shall see that the administration of public affairs is in accordance with the law”. This responsibility to uphold and advance the rule of law falls not just to the Attorney but to all government lawyers who act on his or her behalf. What does this mean in practical terms for government lawyers on a day-to-day basis? in the view of Ontario’s Deputy Attorney General, there are three foundational principles that must serve as touch-stones in the fulfilment of their public interest role, namely: (i) independence; (ii) a commitment to principled decision-making; and (iii) accountability. This paper elaborates the significance and implications of each of these foundational principles. It also considers whether, in light of the public interest role of government lawyers, they should be held to a higher or different standard of professional responsibility. The author argues that any such special or higher duty would be inappropriate and inconsistent with the proper limits of the lawyer’s professional role within government. Finally, the paper explains how and why solicitor-client privilege plays a critical enabling role in the fulfilment of government lawyers’ responsibilities.

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)0.005
metaresearch head score (Gemma)0.005
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 score0.360
Threshold uncertainty score0.715

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0050.005
Meta-epidemiology (narrow)0.0000.001
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0020.002
Science and technology studies0.0130.077
Scholarly communication0.0190.019
Open science0.0030.005
Research integrity0.0080.007
Insufficient payload (model declined to judge)0.0030.001

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 head0.125
GPT teacher head0.365
Teacher spread0.239 · 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

Citations2
Published2013
Admission routes1
Has abstractyes

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