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The domestic and foreign policy of the Canadian Liberals under Justin Trudeau in 2015-2020: achievements and challenges

2021· article· en· W3165897163 on OpenAlexaboutno aff
Andrey N. Komarov

Bibliographic record

VenueRUDN Journal of World History · 2021
Typearticle
Languageen
FieldSocial Sciences
TopicGlobal Political and Economic Relations
Canadian institutionsnot available
Fundersnot available
KeywordsLiberalismProsperityIdeologyPower (physics)Foreign policyPolitical scienceReputationPoliticsLiberal PartyState (computer science)Political economyLaw and economicsSociologyLawComputer science

Abstract

fetched live from OpenAlex

The key idea of this article is that, for the first time, on the example of the domestic and foreign policy of the Canadian Liberals, led by Justin Trudeau, we discuss the problems and prospects of Canadian Liberalism. The recent defeat of the Conservative Party of Canada in the 2019 parliamentary elections gave the impression that only the Liberal Party contributes to the prosperity of the modern Canadian state. The closest attention to the activities of the Liberal Party allows us to identify its absolute advantages and corresponding shortcomings. Therefore, the purpose of this article is to analyze and investigate both the indisputable advantages and current shortcomings of the Liberal Party in power, and against this background to determine the effectiveness, or vice versa, the incompetence of Canadian liberalism as a political ideology. At the same time, according to the author, it is necessary to separate objective and subjective factors associated with the presence of liberals in power. The objective ones are related to how the Liberals program settings meet the needs of the time, while the subjective ones characterize how an individual, and, above all, the party leader, implements the partys requests and the electorates hopes. In this regard, the reputation of its leader is of crucial importance. On the basis of the considered source base, and, first of all, the electoral programs of Liberals under Trudeau, since coming to power in 2015. In the first part of the article, the author presents a comparative analysis of the results of the liberals in the parliamentary elections in 2015 and 2019, explaining the reasons for the victory of the latter, and obtaining, respectively, a parliamentary majority, and then a minority. The second part of the article is devoted directly to the aspects of the domestic and foreign policy of the Liberals in 2015-2020. The author comes to the conclusion that the Canadian liberalism, implemented by Justin Trudeau is currently the leading political ideology that unites a significant part of the electorate.

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)0.001
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: Theoretical or conceptual · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.818
Threshold uncertainty score0.972

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
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 head0.039
GPT teacher head0.294
Teacher spread0.255 · 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.

The models applied no category: nothing in the taxonomy fit this work.
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

Citations0
Published2021
Admission routes1
Has abstractyes

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