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Record W4412268396

Deployment and Distress:Legal issues confronting Danish navy vessels in connection with search and rescue of migrant boats in the Mediterranean

2021· book· en· W4412268396 on OpenAlexaff
Thomas Gammeltoft‐Hansen

Bibliographic record

VenueResearch at the University of Copenhagen (University of Copenhagen) · 2021
Typebook
Languageen
FieldSocial Sciences
TopicMaritime Security and History
Canadian institutionsCentre for International Governance Innovation
Fundersnot available
KeywordsDanishSoftware deploymentNavySearch and rescueDistressOperations researchConnection (principal bundle)HistoryCriminologyComputer securityAeronauticsPolitical scienceForensic engineeringLawEngineeringPsychologyComputer scienceArtificial intelligencePsychotherapistMechanical engineeringPhilosophy
DOInot available

Abstract

fetched live from OpenAlex

The performance of maritime search and rescue (SAR) is increasingly subject to political and legal discussions. The increase in irregular boat migration from the late 1970s onwards has significantly changed the context in which the SAR regime operates. The ensuing conflation of search and rescue with migration control provides a fundamental chal- lenge to the inherently functional and pragmatic approach foreseen in the SAR regime. The issue has become particularly acute in a European context, and in the Mediterranean region in particular, which has seen repeated instances of political impasses, port closures, reported non-per- formance or active pushbacks. The implications of political disputes and breakdowns in international cooperation are significant – most directly for migrants and others in distress at sea, but also for individual ship- masters and Danish shipping companies operating routes in areas where SAR responsibilities remain subject to dispute. But SAR also raises com- plex legal questions and creates political dilemmas for naval authorities and States which, like Denmark, actively participate in joint maritime operations as part, for example, of EU or NATO cooperation.<br/>The present report offers an integrated analysis of the relevant inter- national legal obligations which implicate Danish naval forces in SAR operations in the Mediterranean. Beyond the political context, it argues that the current situation is a result of gaps and shortcomings in the ex- isting international legal SAR framework, attenuated by the growing politicisation of the issue of boat migrants in the Mediterranean. It sec- ondly points to the fact that SAR operations are governed by multiple different international legal regimes, the interaction between which is far from always smooth and often subject to significantly differing inter- pretations among both EU and Mediterranean States. It thirdly suggests that growing international cooperation and more complex structures for transnational law enforcement are raising new and complex question

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)0.005
metaresearch head score (Gemma)0.009
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: Empirical · Consensus signal: Empirical
Teacher disagreement score0.056
Threshold uncertainty score0.112

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0050.009
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0060.009
Scholarly communication0.0060.002
Open science0.0010.004
Research integrity0.0030.001
Insufficient payload (model declined to judge)0.0030.000

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 head0.040
GPT teacher head0.285
Teacher spread0.245 · 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
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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