MétaCan
Menu
← Back to cohort
Record W1560687700 · doi:10.7202/702459ar

Sécurité et politiques de l’Arctique : une perspective groenlandaise

2005· article· en· W1560687700 on OpenAlexaffvenue
Frederick Harhoff

Bibliographic record

VenueÉtudes internationales · 2005
Typearticle
Languageen
FieldSocial Sciences
TopicArctic and Russian Policy Studies
Canadian institutionsMcGill University
Fundersnot available
KeywordsArcticThe arcticPoliticsPolitical scienceNuclear weaponPerspective (graphical)MissileEnvironmental ethicsEnvironmental planningGeographyLawOceanographyComputer sciencePhilosophyArchaeologyGeology

Abstract

fetched live from OpenAlex

The development through the past two decades has shown increasing military and political tensions in, and a corresponding military structuralization of the Arctic, partly because of the fact that Arctic waters of both super-powers are geographically adjacent in this region, and partly because new warfare technology, notably with nuclear powered and armed submarines, has facilitated advanced missile launching opportunities in Arctic waters. The article outlines the legal and political structure of the Greenland Home Rule and argues that the Home Rule should have a decisive say in security policy matters, since this may draw further attention towards the global environmental risks and disaster following from nuclear or chemical contamination and increase the pressure for a peaceful future in the Arctic.

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)0.001
metaresearch head score (Gemma)0.001
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.050
Threshold uncertainty score0.100

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.002
Science and technology studies0.0030.012
Scholarly communication0.0060.003
Open science0.0000.002
Research integrity0.0020.004
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 head0.035
GPT teacher head0.382
Teacher spread0.348 · 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 designQualitative
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
Published2005
Admission routes2
Has abstractyes

Explore more

Same venueÉtudes internationales→Same topicArctic and Russian Policy Studies→French-language works237,207→