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Record W3137495918

Two Cheers for a Cabinet Manual (And a Note of Caution)

2017· article· en· W3137495918 on OpenAlexaffabout
Ryan Patrick Alford, Bora Laskin

Bibliographic record

VenueSSRN Electronic Journal · 2017
Typearticle
Languageen
FieldSocial Sciences
TopicJudicial and Constitutional Studies
Canadian institutionsLakehead University
Fundersnot available
KeywordsCabinet (room)PrerogativeLawPolitical scienceScholarshipPoliticsLaw and economicsSociologyEngineering
DOInot available

Abstract

fetched live from OpenAlex

This article discusses the advantages and disadvantages of two approaches to the descriptive codification of Canada’s constitutional conventions in a Cabinet Manual. The proponents of a Manual point to its utility, while its detractors highlight the dangers inherent in the executive’s role in the Manual’s production and amendment process. It evaluates the likelihood of these benefits and hazards by assessing recent scholarship assessing the Cabinet Manuals of New Zealand and the United Kingdom. A review of the historical and political circumstances of the introduction and development of the Cabinet Manuals of New Zealand and the United Kingdom reveals that their differences have led to disparate results. The author argues that the most important lesson for Canadian proponents to learn from these examples is the importance of a transparent amendment process. Should Canada adopt a Cabinet Manual — a development that would produce tangible benefits — those setting out the processes governing its adoption and amendment should pay close attention to New Zealand’s. To do otherwise would risk allowing the executive to produce ‘soft law’ that inhibits the development of conventions that regulate the royal prerogative, as has been the case in the United Kingdom. The article demonstrates that this would be a particularly unwelcome development within a constitutional system in which the recognition of constitutional conventions is justiciable.

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)0.022
metaresearch head score (Gemma)0.057
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: Commentary · Consensus signal: Commentary
Teacher disagreement score0.413
Threshold uncertainty score0.820

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0220.057
Meta-epidemiology (narrow)0.0000.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0010.001
Science and technology studies0.0140.031
Scholarly communication0.0130.014
Open science0.0030.004
Research integrity0.0130.032
Insufficient payload (model declined to judge)0.0040.001

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 head0.017
GPT teacher head0.339
Teacher spread0.322 · 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
GenreCommentary

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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