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Record W4385870124 · doi:10.59962/9780774857918-004

Preface

2007· book-chapter· en· W4385870124 on OpenAlexaboutno aff

Bibliographic record

VenueUniversity of British Columbia Press eBooks · 2007
Typebook-chapter
Languageen
FieldSocial Sciences
TopicAsian American and Pacific Histories
Canadian institutionsnot available
Fundersnot available
KeywordsComputer science

Abstract

fetched live from OpenAlex

For four centuries immigrants from Europe extended their control westward across North America until they reached the Pacific coast.As Canadians and Americans, they retained their historical, economic, and cultural ties across the Atlantic bridge to Europe.The Pacific Ocean appeared not only to limit their territorial expansion but also presented a physical and psychological barrier separating North Americans from the alien civilizations of Asia.Only in recent times have Canadians and Americans come to realize that the Pacific also is a bridge, and that their history, especially in the west, has been influenced by events in Asia.Regular trans-Pacific contacts have existed for over four hundred and fifty years.For the last two centuries traders have been transporting goods between the north-west coast and Asia.However, this traffic made little impression on the continental-minded eastern North Americans.Not until the end of the nineteenth century did Canada and the United States recognize that they were maritime nations as well as continental, and, as such, that they had maritime responsibilities.Canada continued to depend on the British navy for protection.The United States began to demand recognition as a naval power, and to strengthen its defences on both coasts built the Panama Canal.In the twentieth century the Pacific became of increasing importance in defence, trade, conservation of resources, and international diplomacy.The recognition of Pacific significance was accelerated after the 1930's.The United States fought three costly wars in the Pacific, while Canada actively participated in two of them.The centre of international politics moved from Europe to the four powerful nations of the North Pacific.Events on each side of the ocean became of vital concern on the other.Thus it is now accepted that there is a trans-Pacific relationship which involves all of the North Pacific nations, but what is not recognized is that contacts have existed for two centuries.Many books, theses, and articles have been written on the North Pacific.Generally these are concerned with a north-south approach to the Asiatic coast or the north-west American coast and deal with regions, individual countries, or smaller units such as local communities in either Asia or North America.Few writers have been concerned with an east-west, or trans-Pacific, approach.Since the Second World War, this deficiency has been overcome by numerous books and articles concerning4 the relationship of the United States with Asia, particularly with China or Japan.However, very few have dealt with the relationship between Canadian history and events on the Asiatic coast.

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)0.005
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient payload (model declined to judge)
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 score0.406
Threshold uncertainty score0.000

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.005
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.002
Science and technology studies0.0030.001
Scholarly communication0.0040.003
Open science0.0010.003
Research integrity0.0010.003
Insufficient payload (model declined to judge)0.5940.414

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 head0.023
GPT teacher head0.214
Teacher spread0.192 · 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.

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
Published2007
Admission routes1
Has abstractyes

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