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Record W6963053068 · doi:10.17863/cam.64301

The ‘right to be forgotten’ beyond the EU: an analysis of wider G20 regulatory action and potential next steps

2021· article· en· W6963053068 on OpenAlexaboutno aff

Bibliographic record

VenueApollo (University of Cambridge) · 2021
Typearticle
Languageen
FieldSocial Sciences
TopicPrivacy, Security, and Data Protection
Canadian institutionsnot available
FundersEconomic and Social Research Council
KeywordsLegislationData Protection Act 1998General Data Protection RegulationConventionAction (physics)European unionInformation privacy

Abstract

fetched live from OpenAlex

It has been increasingly asserted that data protection can and should enable individuals to exert some control at least ex post over online data dissemination. Notwithstanding contrary suggestions, therefore, the ʻright to be forgottenʼ is not solely an EU phenomenon. Post-2014 the majority of the eight national DPAs operating in non-EU G20 jurisdictions with established data protection legislation have sought to implement such a right through guidance and, in three cases, also enforcement. These jurisdictions span three regions and encompass jurisdictions such as Australia and Canada with a similar outlook to the EU. In light of the profoundly globalised nature of the internet, greater transnational coordination would be valuable. Whilst the G20 is itself ill-suited to this task, the pan-regional Data Protection Convention framework overseen by the Council of Europe as well as the Global Privacy Assembly could play an important role.

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 categoriesScience and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.560
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0010.000
Scholarly communication0.0000.001
Open science0.0000.000
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 head0.021
GPT teacher head0.255
Teacher spread0.234 · 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 designObservational
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

Citations0
Published2021
Admission routes1
Has abstractyes

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