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Record W7033982982

WITH THE SIXTIETH ANNIVERSARY OF NATO

2009· article· en· W7033982982 on OpenAlexaboutno aff

Bibliographic record

VenueDOAJ (DOAJ: Directory of Open Access Journals) · 2009
Typearticle
Languageen
FieldEconomics, Econometrics and Finance
TopicDiverse Scientific and Economic Studies
Canadian institutionsnot available
Fundersnot available
KeywordsNorth Atlantic TreatyAllianceTreatyPoliticsCommunismDoctrineSecretary generalArms control
DOInot available

Abstract

fetched live from OpenAlex

The sixtieth anniversary of existence and successful functioning of North Atlantic Treaty Organization, more famous as NATO is celebrated in this year (2009). NATO is international military-political organization established on April 4, 1949 by signing North Atlantic Treaty (Washington Treaty) between twelve countries of the Western block (Belgium, Denmark, France, Italy, Iceland, Canada, Luxemburg, Netherlands, Norway, Portugal, USA and Great Britain). Following factors influenced on establishment of NATO: separation of anti-Hitler coalition because of opposing goals, development of “national democracy” countries under Soviet domination, Marshall’s plan of the USA help to demolished Europe, which was rejected by the Soviet Union, Truman’s doctrine from 1947 which marked greater engagement of USA, politics of U.S.S.R. under Stalin’s presiding and bigger “threats of communism and socialist countries”. North Atlantic Treaty is based on fourteen articles, and according to the fifth article “the parties agreed that an armed attack against one or more of the organization members shall be considered as an attack against them all“. The NATO headquarters are in Brussels, official languages are English and French and Anders Fogh Rasmmunsen is the current Secretary General. The alliance functions in accordance with the principles of intergovernmental cooperation and decisions are made by common consent of all members (28 countries). NATO mission in B&H from 1992 to 1995 was the most extensive in the history of Alliance. The first military action of this organization took place during this mission. Today NATO is not only military, but also political organization.

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)0.002
metaresearch head score (Gemma)0.004
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: Not applicable
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.128
Threshold uncertainty score0.429

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.004
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0010.001
Science and technology studies0.0030.001
Scholarly communication0.0080.004
Open science0.0010.005
Research integrity0.0040.006
Insufficient payload (model declined to judge)0.1280.166

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 head0.246
GPT teacher head0.451
Teacher spread0.206 · 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
Published2009
Admission routes1
Has abstractyes

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