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Record W1591806007

Kebijakan Kanada Memperkuat Militernya di Samudera Arktik (2005-2013)

2014· article· id· W1591806007 on OpenAlexaboutno aff
Arnold Stephan, Idjang Tjarsono

Bibliographic record

VenueJurnal Online Mahasiswa Fakultas Ilmu Sosial dan Ilmu Politik Universitas Riau · 2014
Typearticle
Languageid
FieldSocial Sciences
TopicArctic and Russian Policy Studies
Canadian institutionsnot available
Fundersnot available
KeywordsArcticPolitical scienceModernization theoryState (computer science)Prime ministerGovernment (linguistics)Foreign policyPublic administrationEconomic historyLawHistoryPoliticsOceanography
DOInot available

Abstract

fetched live from OpenAlex

This study aims to analyze the reasons why Canada strengthen its military in the Arctic. In 2005, under the leadership of Canadian prime minister, Paul Martin, Canada issued International Policy Statement which emphasize the strengthening of Canadian military in the Arctic. Furthermore, since 2006, under the new leadership of Canadian prime minister, Stephen Harper, Canada has announced its policy to strengthen the Canadian military in the Arctic. This study uses the qualitative research methods with references taken from books, journals, papers and valid news from web. This study uses state-level analysis. The author uses neorealist perspective, and the theory of action-reaction model by Barry Buzan to analyze the question of the research. Since the end of the Cold War, Canadian military activity re-emerged in the Arctic region in 2002, indicated by military operation and the presence of Canadian warships. In 2001, Russia claimed a region in the Arctic, which cause the territorial dispute with Canada. Russia also released the maritime doctrine in 2001, that emphasize the strengthening of Russian naval power in the Arctic region. Under the leadership of Russian president Vladimir Putin, and also to Dmitry Medvedev, Russian has strengthened its military in the Arctic by strategic flights, balistic misille launching, military exercises, and with construction and modernization of Russian Northern Fleet. Russian’s policy to strengthen its military in the Arctic is a threat to Canada, so since 2005, Canadian Government has strengthened its military in the Arctic. Key Word: Arctic Ocean, Canadian military strengthening, territorial dispute, threat.

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)0.000
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: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.973
Threshold uncertainty score0.086

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0020.000
Scholarly communication0.0020.001
Open science0.0000.001
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0260.006

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 head0.016
GPT teacher head0.272
Teacher spread0.256 · 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 designObservational
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
Published2014
Admission routes1
Has abstractyes

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Same venueJurnal Online Mahasiswa Fakultas Ilmu Sosial dan Ilmu Politik Universitas RiauSame topicArctic and Russian Policy StudiesFrench-language works237,207