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Record W4412256287

State Responsibility for the Misconduct of Partners in International Military Operations:General and Specific Rules of International Law

2021· report· en· W4412256287 on OpenAlexaff
Cornelius Wiesener, Astrid Kjeldgaard-Pedersen

Bibliographic record

VenueResearch at the University of Copenhagen (University of Copenhagen) · 2021
Typereport
Languageen
FieldSocial Sciences
TopicInternational Law and Human Rights
Canadian institutionsCentre for International Governance Innovation
Fundersnot available
KeywordsMisconductState (computer science)LawState responsibilityPolitical scienceInternational lawComputer science
DOInot available

Abstract

fetched live from OpenAlex

This report focuses on a number of foundational questions related to the division of responsibility between states and between states and non-state actors engaged in various kinds of military collaboration. When Danish forces collaborate with partners in international military operations, they are governed by a complex international legal framework, comprising both generally applicable rules and rules emanating from specialised regimes of international law, such as international humanitarian law and international human rights law. In order to determine the specific international legal requirements to be fulfilled by Danish forces in a concrete situation involving collaboration with a military partner, it is necessary to assess, first, whether that situation is governed only by the general rules (e.g. on state complicity) or whether rules under specialised regimes – possibly imposing stricter requirements – also apply. Secondly, it must be assessed precisely how Danish forces should act in accordance with the applicable rules so as to ensure that Denmark does not incur international responsibility under the particular circumstances. The aim of the present report is to provide Danish decision-makers with a comprehensive overview of the international legal framework underlying Denmark’s participation in international military operations with various kinds of partners. Moreover, the report offers an update on the international debate regarding the most central issues of particular relevance to international lawyers working in the field. Part I of the report deals with the general international legal rules concerning state responsibility for wrongful conduct of partners in international military operations, whereas Part II addresses rules emanating from specialised regimes of international law that are relevant in the same scenarios. As a common feature, both Parts I and II centre on a number of specific examples of mission scenarios which either have been or may become relevant when Danish armed forces contribute to international military operations. Above all, the report exposes a highly complex and to some extent controversial international legal landscape governing state responsibility for the misconduct of military partners. Against the background of the identified challenges, the authors recommend that Danish forces further develop risk assessment procedures to be incorporated as a central part of their collaboration with partners. Moreover, as a corollary to such risk assessment procedures, it is necessary to adopt adequate procedures for mitigating measures that may be employed vis-à-vis specific partners, such as, for example, training in applicable legal standards under international humanitarian law and international human rights law. In view of Denmark’s frequent participation in international military operations with different partners, the risk that Danish forces may become implicated in the international legal violations by others is real and by no means negligible. It is therefore in Denmark’s interest to devote further attention and resources – from decision-makers as well as practitioners and researchers in the field – to the continuous development and operationalisation of adequate procedures for risk assessments as well as accompanying mitigating measures to be employed when necessary in connection with partnered operations.

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)0.026
metaresearch head score (Gemma)0.035
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.026
Threshold uncertainty score0.139

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0260.035
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.002
Bibliometrics0.0030.002
Science and technology studies0.0050.019
Scholarly communication0.0180.007
Open science0.0040.006
Research integrity0.0130.008
Insufficient payload (model declined to judge)0.0030.001

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 head0.115
GPT teacher head0.384
Teacher spread0.269 · 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 designNot applicable
Domainnot available
GenreOther

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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