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Record W4284668371 · doi:10.33021/aegis.v6i1.3467

Analyzing Canadian Prime Minister Justin Trudeau’s Decision Making towards modernized Canada – Israel Free Trade Agreement (2015 – 2019)

2022· article· en· W4284668371 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

VenueAEGIS Journal of International Relations · 2022
Typearticle
Languageen
FieldBusiness, Management and Accounting
TopicTransportation Systems and Infrastructure
Canadian institutionsnot available
Fundersnot available
KeywordsRatificationNegotiationState (computer science)Prime ministerPolitical scienceGovernment (linguistics)LawSociologyPublic administrationPolitics

Abstract

fetched live from OpenAlex

In the beginning of the State of Israel establishment, western countries showed the most support towards the government in Tel Aviv, including Canada. Strong economic partnership between Canada and the State of Israel that was marked by the ratification of Canada-Israel Free Trade Agreement (CIFTA) back in January 1997 which became Canada’s first trade agreement outside the North American area. During the leadership of Canadian Conservative Party Prime Minister Stephen Harper, the agreement began the negotiation of modernization and was done in 2019 during the leadership period of Canadian Prime Minister Justin Trudeau. The second phase of negotiations that were held in 2017-2018 during the Trudeau period has included certain provisions that arguably believe to be Trudeau's personal concern. American and Canadian research mostly shows how Canadian’s leader in certain periods gave their support towards Israel to such an extent that they method of building relationship. Therefore, the goal of this paper is to investigate more about the leader's individual factors towards Jewish government. Question about what influence Canadian Prime Minister Justin Trudeau's decision making process towards continuing negotiations and the ratification of trade agreement was employed by the Juliet Kaarbo theory of Prime Minister Leadership style. The theory uses five variables to assess leaders’ behavior and personality. Result of this study concludes that there are some variables that have significant roles in explaining the decision-making process of Justin Trudeau during the second negotiations until the ratifications process.

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)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.316
Threshold uncertainty score0.997

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.000
Science and technology studies0.0000.000
Scholarly communication0.0000.001
Open science0.0010.000
Research integrity0.0000.000
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 head0.012
GPT teacher head0.241
Teacher spread0.229 · 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