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Record W2597148546 · doi:10.3138/cpp.2017-002

China's State-Owned Enterprises and Canada's Foreign Direct Investment Policy

2017· article· en· W2597148546 on OpenAlexaffvenueabout
Wendy Dobson

Bibliographic record

VenueCanadian Public Policy · 2017
Typearticle
Languageen
FieldBusiness, Management and Accounting
TopicInternational Business and FDI
Canadian institutionsUniversity of Toronto
Fundersnot available
KeywordsForeign direct investmentChinaTransparency (behavior)BusinessContext (archaeology)International economicsInternational tradeState ownedInvestment (military)Chinese marketState (computer science)Market economyEconomicsPolitical sciencePoliticsGeographyMacroeconomics

Abstract

fetched live from OpenAlex

As Canada becomes more of a destination for Chinese outward foreign direct investment (FDI), Canada's review policies should incorporate international best practice based on an accurate understanding of the evolving regimes in China governing foreign direct investment FDI and its state-owned enterprises (which account for two-thirds of China's outward investment). This article focuses primarily on Chinese state-owned enterprises (SOEs) in both an international and a Chinese context. What is driving their outward investments and those in Canada in particular? Does Canada's policy response accurately account for the evolving regimes in China? This article concludes that China's regimes governing FDI and SOEs are becoming more transparent and market oriented whereas Canada's policies, until late in 2016, have remained opaque and interventionist. However, the investment hub proposal made recently portends some warming and greater transparency.

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 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)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScholarly communication
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.846
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.000
Science and technology studies0.0010.000
Scholarly communication0.0020.001
Open science0.0010.000
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 head0.013
GPT teacher head0.221
Teacher spread0.208 · 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 teacher head, not a consensus.

Study designTheoretical or conceptual
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

Citations14
Published2017
Admission routes3
Has abstractyes

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