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Record W2952098525

Public Authority Liability and the Regulation of Nanotechnology: A European Perspective

2018· article· en· W2952098525 on OpenAlexfundno aff
Nina Baranowska

Bibliographic record

VenueeYLS (Yale Law School) · 2018
Typearticle
Languageen
FieldBusiness, Management and Accounting
TopicCorporate Law and Human Rights
Canadian institutionsnot available
FundersUniversity of Ottawa
KeywordsLiabilityPerspective (graphical)BusinessLaw and economicsPublic authorityNanotechnologyLawPolitical scienceEconomicsAccountingMaterials scienceComputer scienceArtificial intelligence
DOInot available

Abstract

fetched live from OpenAlex

This paper argues that in certain circumstances public authorities should be liable for regulating nanotechnology. Nanotechnology is an emerging field of technology that enables to control shape and size of various structures, devices and systems at nanometer scale on which one nanometer is equal to one-billionth of a meter. In spite of being a nascent field of science and technology, its scope of application – in the food, pharmaceuticals, cosmetics, construction, textile, electronics, and agricultural industries – is expanding rapidly. The risks associated to nanotechnology, however, and its long-term consequences are still largely unknown, particularly in regards to its health and safety impacts on individuals. In this context of uncertainty and ambiguity surrounding this emerging technology, it is highly problematic that the current legal liability framework in the European Union for defective products under Product Liability Directive (85/374/EEC), and the public authority liability for damage caused by EU institutions or by its servants in the performance of their duties under Article 340 (2) TFEU – fails to effectively protect users of nanotechnology.\nThus, it is imperative to ensure an adequate legal response in order to protect users of nanotechnology. This piece proposes a regulatory framework that will enable users to claim compensation from public authorities in cases of incomplete or insufficient regulations in regards to nanotechnology. The proposed liability scheme is based on (a) public authority liability as a secondary claim; (b) the infringement of objective precautionary principles; (c) whereby the burden of proof rests on the public authority; and (d) the limitation period for a claim for damages starts from the time of knowledge about the cause of damage.\nFinally, this paper concludes by recommending the implementation of additional solutions to safeguard the protection of the users of nanoproducts. These include creating an innovation fund for companies to share their profits with public authorities; governmental research subsidies and programmes financed from public funds; and consumer awareness and education campaigns about risks related to nanotechnology

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: Theoretical or conceptual
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.158
Threshold uncertainty score0.459

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 studies0.0000.001
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 head0.025
GPT teacher head0.226
Teacher spread0.201 · 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

Citations3
Published2018
Admission routes1
Has abstractyes

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