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Record W2322190837 · doi:10.1093/jahist/96.3.678

Circulating Race and Empire: Transnational Labor Activism and the Politics of Anti-Asian Agitation in the Anglo-American Pacific World, 1880-1910

2009· article· en· W2322190837 on OpenAlexaboutno aff
Kuo-Hui Chang

Bibliographic record

VenueJournal of American History · 2009
Typearticle
Languageen
FieldSocial Sciences
TopicAsian American and Pacific Histories
Canadian institutionsnot available
Fundersnot available
KeywordsThe ImaginaryPoliticsConventionWorking classWageDelegateLabor historyPolitical scienceState (computer science)Gender studiesSociologyPolitical economyLawLabor relations

Abstract

fetched live from OpenAlex

In January 1907, labor leaders and activists from across the Pacific Northwest converged on the city of Tacoma for the annual convention of the Washington Federation of Labor. At the gathering, they discussed and debated issues related to the social and material welfare of the region's working class. The conference attracted, in addition to its U.S. contingent, a number of participants from across the border. One of the convention speakers, the Canadian delegate M. A. Beach, representing the Vancouver Trades and Labour Council, spoke on the collective experiences and aspirations of the region's working class, explaining how they transcended the boundaries of the nation-state. In his remarks, Beach told the audience that he felt “quite at home here, in your beautiful city, in fact have spent a number of years on this side of the imaginary boundary line. I say, imaginary boundary line, because I suppose from a national standpoint we are divided, but from a wage-earners' standpoint we are not divided.” He claimed that American and Canadian laborers were “brothers working for a common cause … bettering conditions for the wage-earner,” and insisted to the largely American audience that “what is good for you is good for me, and what is good for me is good for you.”1

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)0.001
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: none
Teacher disagreement score0.126
Threshold uncertainty score0.251

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0240.021
Scholarly communication0.0070.004
Open science0.0010.005
Research integrity0.0010.005
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 head0.011
GPT teacher head0.270
Teacher spread0.259 · 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

Citations31
Published2009
Admission routes1
Has abstractyes

Explore more

Same venueJournal of American HistorySame topicAsian American and Pacific HistoriesFrench-language works237,207