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Record W4387715822 · doi:10.18254/s207054760027912-0

Economic Relations Between Canada and China in the Context of World Order Transformation

2023· article· en· W4387715822 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueRussia and America in the 21st Century · 2023
Typearticle
Languageen
FieldSocial Sciences
TopicGlobal Political and Economic Relations
Canadian institutionsnot available
Fundersnot available
KeywordsChinaContext (archaeology)Order (exchange)Investment (military)International tradeForeign direct investmentBusinessPolitical scienceEconomyEconomicsGeographyPoliticsFinance

Abstract

fetched live from OpenAlex

In the context of unprecedented for the XXI century international tensions, Canadian-Chinese economic ties are currently at the critical point in their development. Official Ottawa continues to step up efforts to destroy them, actively participating in the anti-Chinese front being put together by the United States and regardless of the associated costs for its own economy. Chinese share of the Canadian foreign trade turnover is going down, while the deficit of Canada’s trade with China is growing markedly. Investment processes between the two countries have stalled. In 2019–2021, bilateral accumulated direct investments reached a plateau, demonstrating mixed dynamics. Various restrictions are being imposed on the activities of Chinese businesses in Canada. Further development of Canadian-Chinese economic relations, as well as dynamics and structure of bilateral trade and investment flows cannot but be affected by Canada's active participation in the American policy of strategic containment of China, especially in the field of ensuring access to strategic raw materials.

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.

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation 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: Empirical
Teacher disagreement score0.759
Threshold uncertainty score0.461

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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 head0.248
Teacher spread0.237 · 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