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Record W2799817919 · doi:10.3138/utlj.2018-0002

Special advocates and amici curiae in national security proceedings in the United Kingdom

2018· article· en· W2799817919 on OpenAlexvenueno aff
Martin Chamberlain

Bibliographic record

VenueUniversity of Toronto Law Journal · 2018
Typearticle
Languageen
FieldSocial Sciences
TopicInternational Law and Human Rights
Canadian institutionsnot available
Fundersnot available
KeywordsPolitical sciencePerspective (graphical)KingdomFunction (biology)LawLaw and economicsSociologyComputer science

Abstract

fetched live from OpenAlex

This article considers the use of special advocates (SAs) in the United Kingdom in ‘closed material proceedings’ (CMPs) – that is, proceedings where the court relies on evidence that is not shown to one or more of the parties (closed material) in reaching its decision on the substantive issues in the case. It charts the development of CMPs from 1997 to the present day and examines some of the criticisms made of them, including by SAs instructed in them. From the perspective of a barrister with experience of acting in CMPs, this article identifies three particular examples of the difficulties that have arisen in practice in understanding the proper role of SAs and their effect on the way proceedings are conducted by judges: first, the conflict that can arise between the function of acting in the interests of the excluded party (generally, the role of the SA) and that of assisting the court (the traditional role of an amicus curiae); second, whether and to what extent SAs can make CMPs fair; and, third, the extent to which CMPs and SAs should play a part in appellate proceedings.

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 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 score0.688
Threshold uncertainty score0.939

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 communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.000

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 head0.021
GPT teacher head0.272
Teacher spread0.251 · 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 teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designTheoretical or conceptual
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

Citations4
Published2018
Admission routes1
Has abstractyes

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