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Record W7133098095

An essential endeavour: Canada and West Germany, 1946--1957

2006· dissertation· W7133098095 on OpenAlexaboutno aff
Urs Obrist

Bibliographic record

VenueTSpace · 2006
Typedissertation
Language
FieldSocial Sciences
TopicHistorical Geopolitical and Social Dynamics
Canadian institutionsnot available
Fundersnot available
KeywordsNorth Atlantic TreatyGermanInfantryWorld War IIGovernment (linguistics)Cold warForeign policyWest germany
DOInot available

Abstract

fetched live from OpenAlex

During the early years of the Cold War, Germany was not only a central problem of international collective security, but it also became a main focus of Canadian foreign policy. This thesis examines the development of the diplomatic, economic and military relationship between Canada and West Germany from 1946 to 1957 with a focus on the years after the establishment of the Federal Republic. The analysis of the statements by Canadian and German diplomats and politicians allows to delineate the factors that accompanied the swift transformation process from world war enemies to Cold War allies. Having little input in the post-war peace settlement, the Canadian government approached European matters in the late 1940s with hesitancy, as the abstention from the Berlin airlift illustrated. After the outbreak of the Korean War, however, Canada became increasingly more involved in Germany. Despite lingering fears and suspicions of Germany, Canadian officials accepted and supported the Federal Republic's rearmament and considered its association with the North Atlantic Treaty Organization to be an essential endeavour. NATO provided the framework in which this normalization process could take place. The Canadian NATO contribution of one infantry brigade and two Air Force wings to West Germany represented a significant policy change for a nation that had never before sent troops abroad in peace-time. The Royal Canadian Air Force not only made a military difference by assisting the build-up of the West German Air Force, but had also a significant impact on the economic bilateral relationship. Furthermore, the troop commitment allowed Canada to be invited to the London Conference in 1954. The bilateral relationship between Canada and West Germany reached a 'golden age' within a decade after the end of World War II. However, once the Federal Republic had achieved its sovereignty, the dynamic changed quickly and continental realities became too dominant on either side of the Atlantic.

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)0.002
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 score0.180
Threshold uncertainty score0.951

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0020.006
Science and technology studies0.0190.005
Scholarly communication0.0060.001
Open science0.0010.002
Research integrity0.0010.002
Insufficient payload (model declined to judge)0.0040.000

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 head0.007
GPT teacher head0.309
Teacher spread0.302 · 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
Published2006
Admission routes1
Has abstractyes

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