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Record W7050486069

[no title]

2022· other· en· W7050486069 on OpenAlexfundno aff

Bibliographic record

VenueDirectory of Open access Books (OAPEN Foundation) · 2022
Typeother
Languageen
FieldPhysics and Astronomy
TopicMagnetic confinement fusion research
Canadian institutionsnot available
FundersUniversity of OxfordAsylum, Migration and Integration FundUniversity of CambridgeEuropean CommissionUniversité LavalUNICEF
KeywordsRefugeeEuropean unionLeverage (statistics)PoliticsSecurity policyBorder SecurityRefugee law
DOInot available

Abstract

fetched live from OpenAlex

Delegating Responsibility explores the politics of migration in the European Union and explains how the EU responded to the 2015–17 refugee crisis. Based on 86 interviews and fieldwork in Greece and Italy, Nicholas R. Micinski proposes a new theory of international cooperation on international migration. States approach migration policies in many ways—such as coordination, collaboration, subcontracting, and unilateralism—but which policy they choose is based on capacity and on credible partners on the ground. Micinski traces the fifty-year evolution of EU migration management, like border security and asylum policies, and shows how EU officials used “crises” as political leverage to further Europeanize migration governance. In two in-depth case studies, he explains how Italy and Greece responded to the most recent refugee crisis. He concludes with a discussion of policy recommendations regarding contemporary as well as long-term aspirations for migration management in the EU.

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 categoriesMeta-epidemiology (narrow), Scholarly communication, Open science, Insufficient payload (model declined to judge)
Consensus categoriesOpen science
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.990
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.001
Science and technology studies0.0010.000
Scholarly communication0.0030.001
Open science0.0100.012
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.9900.001

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 head0.065
GPT teacher head0.409
Teacher spread0.344 · 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; both teacher heads agree on what is shown here.

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
Published2022
Admission routes1
Has abstractyes

Explore more

Same venueDirectory of Open access Books (OAPEN Foundation)Same topicMagnetic confinement fusion researchFrench-language works237,207