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Record W3177746862 · doi:10.1093/ejil/chab087

It’s the End of the (Offline) World as We Know It: From Human Rights to Digital Human Rights – A Proposed Typology

2021· article· en· W3177746862 on OpenAlexaff
Dafna Dror-Shpoliansky, Yuval Shany

Bibliographic record

VenueEuropean Journal of International Law · 2021
Typearticle
Languageen
FieldSocial Sciences
TopicCybersecurity and Cyber Warfare Studies
Canadian institutionsUniversity of Toronto
Fundersnot available
KeywordsCyberspaceTypologyNormativeHuman rightsFundamental rightsOnline and offlinePolitical scienceLaw and economicsSociologyLawThe InternetComputer scienceWorld Wide Web

Abstract

fetched live from OpenAlex

Abstract ‘The same rights that people have offline must also be protected online’ is used in recent years as a dominant concept in international discourse about human rights in cyberspace. But does this notion of ‘normative equivalency’ between the ‘offline’ and the ‘online’ afford effective protection for human rights in the digital age? This is the question at the heart of this article. We first review the development of human rights in cyberspace as they were conceptualized and articulated in international fora and critically evaluate the normative equivalency paradigm adopted by international bodies for the online application of human rights. We then attempt to describe the contours of a new digital human rights framework, which goes beyond the normative equivalency paradigm. We offer in this connection a typology of three ‘generations’ or modalities in the evolution of digital human rights – the radical reinterpretation of existing rights, the development of new rights and the introduction of new right and duty holders. In particular, we focus on the emergence of new digital human rights, present two prototype rights (the right to Internet access and the right not to be subject to automated decision) and discuss the normative justifications invoked for recognizing these new digital human rights. We propose that such a multilayered framework corresponds better than the normative equivalency paradigm to the unique features and challenges of upholding human rights in cyberspace.

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 categoriesInsufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.935
Threshold uncertainty score0.999

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 studies0.0010.001
Scholarly communication0.0000.000
Open science0.0010.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0020.000

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 head0.022
GPT teacher head0.303
Teacher spread0.280 · 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.

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

Citations3
Published2021
Admission routes1
Has abstractyes

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