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Record W2418860106

Lay Adjudication in Europe: The Rise and Fall of the Traditional Jury

2016· article· en· W2418860106 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.

Bibliographic record

VenueRepository@Nottingham (University of Nottingham) · 2016
Typearticle
Languageen
FieldSocial Sciences
TopicJury Decision Making Processes
Canadian institutionsWilfrid Laurier University
Fundersnot available
KeywordsAdjudicationJuryLawPolitical scienceGeographyHistory
DOInot available

Abstract

fetched live from OpenAlex

Drawing on a second survey of lay adjudication in Europe conducted by the authors in 2011-2012, this article points to a general decline across Europe in the use of the ‘traditional’ jury and a trend towards diminishing its capacity to deliver independent decisions. Two examples from Eastern and Western Europe are used to illustrate this trend: a case study of the Russian jury shows how a lack of respect within the legal culture of professionals for lay adjudication has reduced the jury in Russia to a mere ‘decorative’ institution and an analysis of the ECtHR’s jurisprudence shows how the Court’s concern to avoid arbitrary decision making has been encouraging Western European states to introduce greater accountability measures, which threaten the jury’s independence. The article ends on a more optimistic note by arguing that greater accountability measures need not detract from the jury’ s traditional role in promoting lay and political participation in the administration of justice. Basándose en una segunda encuesta sobre adjudicación de legos en Europa desarrollada por los autores entre 2011 y 2012, este artículo apunta a una disminución general en toda Europa del uso del jurado "tradicional" y una tendencia hacia su capacidad cada vez menor de prestar decisiones independientes. Se utilizan dos ejemplos de Europa oriental y occidental para ilustrar esta tendencia: un estudio de caso del jurado ruso demuestra cómo dentro de la cultura jurídica, la falta de respeto de los profesionales hacia la adjudicación de legos ha reducido el jurado en Rusia a una institución meramente “decorativa” y un análisis de la jurisprudencia del TEDH muestra cómo la preocupación de la Corte para evitar la toma de decisiones arbitrarias ha fomentado que los estados de Europa occidental introduzcan mayores medidas de control, que ponen en peligro la independencia del jurado. El artículo termina con una nota más optimista con el argumento de que mayores medidas de control no tienen que quitarle valor al papel tradicional del jurado en la promoción de la participación de legos y políticos en la administración de justicia. DOWNLOAD THIS PAPER FROM SSRN: http://ssrn.com/abstract=2782413

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.

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)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.469
Threshold uncertainty score0.585

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0010.001
Scholarly communication0.0000.000
Open science0.0010.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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 head0.024
GPT teacher head0.231
Teacher spread0.207 · 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