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Record W1583866433

Stewardship versus Sovereignty? International Law and the Apportionment of Cyberspace

2012· article· en· W1583866433 on OpenAlexaboutno aff
Duncan B. Hollis

Bibliographic record

VenueSSRN Electronic Journal · 2012
Typearticle
Languageen
FieldSocial Sciences
TopicCybersecurity and Cyber Warfare Studies
Canadian institutionsnot available
Fundersnot available
KeywordsCyberspaceSovereigntyPolitical scienceStewardship (theology)International lawCorporate governanceLegal aspects of computingLawLaw and economicsBusinessSociologyThe InternetComputer sciencePolitics
DOInot available

Abstract

fetched live from OpenAlex

The 2012 Cyberdialogue Conference, hosted by the University of Toronto, asked the question 'What is Stewardship in Cyberspace'? This essay pursues that stewardship inquiry through the lens of international law. Existing debates on the nature of cyberspace have emphasized its suitability for governance by social norms, domestic law, or some combination of the two. Questions of international law — to the extent they are raised at all — have been limited to asking how (and how well) existing rules analogize to cyberspace. But international law also clearly has something to say about defining what kind of resource cyberspace is (or might become). International law has long divvied up the world’s resources into categories, with different forms of governance for different types of resources. These categories suggest that a stewardship approach to regulating cyberspace could work. But doing so requires a critical assumption: that cyberspace is a shared resource (or one where individual interests are so comingled as to defy separation). That vision of cyberspace is not, however, universally held. Some deny that cyberspace is “space” at all, or insist that its resources can be (and are better off) apportioned to individual States. In particular, any use of the “stewardship” label for cyberspace governance will generate opposition from those who prefer to label cyberspace as subject to governance based on sovereignty. A contest pitting stewardship against sovereignty is likely to forestall, if not derail, agreement on any particular governance structure for cyberspace. Such a fight is not, however, inevitable. International law does not limit governing frameworks to those accompanying stewardship or sovereignty, but offers a spectrum of ways to regulate resources. This paper undertakes a brief survey of these hybrid approaches and suggests that — instead of fighting over what we should call cyberspace — a discussion of what behaviour we want to encourage (or prohibit) is a more appropriate starting point for future conversations about cyberspace governance.

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)0.004
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: none
Teacher disagreement score0.757
Threshold uncertainty score0.544

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0040.000
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 science0.0000.000
Research integrity0.0000.001
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 head0.015
GPT teacher head0.285
Teacher spread0.270 · 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

Citations5
Published2012
Admission routes1
Has abstractyes

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