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Record W4286655476 · doi:10.1525/phr.2022.91.3.361

Opera Diplomacy

2022· article· en· W4286655476 on OpenAlexaboutno aff
Josh Stenberg

Bibliographic record

VenuePacific Historical Review · 2022
Typearticle
Languageen
FieldSocial Sciences
TopicCanadian Identity and History
Canadian institutionsnot available
Fundersnot available
KeywordsOperaChinaDiplomacyBeijingCommunismSoft powerCultural revolutionGovernment (linguistics)Political sciencePower (physics)HistoryCultural exchangeEconomic historyLawAncient historyArt historyPolitics

Abstract

fetched live from OpenAlex

In 1960, as part of the early People’s Republic of China’s (PRC) cultural diplomacy, a troupe of almost one hundred Chinese performers and officials visited Canada, where they were widely identified as the “Peking Opera.” This was the high Cold War, ten years before Canada would recognize the PRC. Internal government documents show that granting permission for the opera visit constituted a considerable shift in Canadian policy, allowing a large-scale exchange with Communist China at a time when it was not possible for such a tour to visit the United States. For China, visits of performing arts groups were a major part of international diplomacy. For Canadian impresarios, hosting the Peking Opera was a way of legitimizing their festivals and theatres internationally. Among Chinese Canadian communities, reactions to the visit showed that the pendulum had begun to swing away from Taipei and toward Beijing, and for the Royal Canadian Mounted Police the tour members were suspicious figures to be put under close surveillance as they interacted with Canadians. Glimpsed from these varying perspectives, the tour shows how the cultural isolation of the PRC was coming to an end as early as 1960, even in North America, and prefigures China’s present soft power push.

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)0.001
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: Not applicable
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.435
Threshold uncertainty score0.876

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0020.002
Science and technology studies0.0050.004
Scholarly communication0.0030.001
Open science0.0010.002
Research integrity0.0010.002
Insufficient payload (model declined to judge)0.0220.003

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 head0.026
GPT teacher head0.279
Teacher spread0.253 · 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
Published2022
Admission routes1
Has abstractyes

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Same venuePacific Historical ReviewSame topicCanadian Identity and HistoryFrench-language works237,207