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Record W3188192574

Dagan and Dorfman's Jus Gentium Privatum

2018· article· en· W3188192574 on OpenAlexaff
Evan Fox-Decent

Bibliographic record

VenueSSRN Electronic Journal · 2018
Typearticle
Languageen
FieldSocial Sciences
TopicInternational Law and Human Rights
Canadian institutionsMcGill University
Fundersnot available
KeywordsPrivity of contractLawDutySubject (documents)Human rightsPolitical scienceState (computer science)Dimension (graph theory)Law and economicsSociologyBusinessMathematicsExclusion clauseComputer science
DOInot available

Abstract

fetched live from OpenAlex

In their provocative essay, Interpersonal Human Rights, Dagan and Dorfman argue that when private parties from different national jurisdictions interact, their interaction is properly subject to a distinctive regime of private law they call jus gentium privatum. In this comment, I draw attention to two dimensions of the Dagan/Dorfman project. The first is internal, and involves an examination of Dagan and Dorfman’s basic argument from privity in favor of the jus gentium privatum. I suggest there is tension between their use of a formal concept of privity, on the one hand, and their theory of private law, on the other. The second dimension I explore pertains to characterization, and interrogates Dagan and Dorfman’s description of the jus gentium privatum as a regime of interpersonal human rights. I ask after what Dagan and Dorfman mean here by “interpersonal,” since the human rights duty-bearer of international law — the state — is a person, too.

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 machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.004
metaresearch head score (Gemma)0.011
Version: metacan-v3-hybrid-931329e0061cValidation 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 score0.008
Threshold uncertainty score0.047

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0040.011
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0070.019
Scholarly communication0.0050.008
Open science0.0020.005
Research integrity0.0080.008
Insufficient payload (model declined to judge)0.0040.001

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 head0.009
GPT teacher head0.284
Teacher spread0.275 · 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 source (direct Gemma or distilled Codex), 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

Citations0
Published2018
Admission routes1
Has abstractyes

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