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Hacia una digitalización de los sistemas judiciales centrada en las personas que fomente el empoderamiento, los nuevos derechos y el trato justo en medio de la brecha digital.

2025· other· en· W7110779665 on OpenAlexaboutno aff

Bibliographic record

VenueInstitutional Repository of the University of Granada (University of Granada) · 2025
Typeother
Languageen
Field
Topic
Canadian institutionsnot available
Fundersnot available
KeywordsEconomic JusticePersonaDigital rightsFundamental rightsDispute resolutionHuman rights

Abstract

fetched live from OpenAlex

Advanced digital tools used by justice systems, such as electronic communications, remote interactions, videoconferencing, remote access to judicial files, and interactions with online dispute resolution platforms, heighten users’ exposure to the digital world. This can be particularly challenging for self-represented litigants. As digitalization intensifies, addressing the digital divide and protecting rights in human–machine interactions are becoming increasingly relevant. In response to this digital shift, the idea that people should be at the centre of justice digitalization projects is gaining ground, prioritizing more than just the efficiency of the public justice system. The challenge is to substantiate this objective and translate it into concrete measures and actions that go beyond maintaining the protection of fundamental rights. This chapter aims to identify good practices, regulatory alternatives, and complementary measures to achieve a truly people-centred digitalization of justice. For this purpose, regulatory measures introduced in judicial systems in Europe (such as the European judicial cooperation and national developments in Estonia, the Netherlands, Spain, and the United Kingdom), Asia (China and Singapore), and the Americas (the United States and Canada) are reviewed. Models for electronic communications digitalization, the use of videoconferencing, the creation of online courts, and other actions to achieve a people-centred digitalization of justice systems are examined.

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 categoriesMeta-epidemiology (narrow), Science and technology studies
Consensus categoriesScience and technology studies
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Other · Consensus signal: none
Teacher disagreement score0.858
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0010.001
Science and technology studies0.0030.009
Scholarly communication0.0000.001
Open science0.0030.001
Research integrity0.0010.001
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 head0.005
GPT teacher head0.208
Teacher spread0.203 · 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; both teacher heads agree on what is shown here.

Study designNot applicable
Domainnot available
GenreOther

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
Published2025
Admission routes1
Has abstractyes

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