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Record W4409686907 · doi:10.62007/joumi.v2i2.310

Indonesia Kanada Dorong Akselerasi Kerjasama Ekonomi

2024· article· en· W4409686907 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

VenueJurnal Multidisiplin Indonesia · 2024
Typearticle
Languageen
FieldEconomics, Econometrics and Finance
TopicEconomic Growth and Fiscal Policies
Canadian institutionsnot available
Fundersnot available
KeywordsPolitical science

Abstract

fetched live from OpenAlex

This research phenomenon revolves around new dynamics in economic relations between Indonesia and Canada, which are characterized by various initiatives to accelerate economic cooperation amidst global and regional challenges. Increasing investment interest, trade diversification and technological cooperation are the main focuses in this discussion. The aim of this research is to analyze the efforts and steps that have been taken by the two countries to increase economic cooperation, as well as identify strategic sectors that can be strengthened for the partnership between the two countries. The results of the discussion show that both countries have taken serious steps to identify obstacles and opportunities in trade and investment. This includes negotiations to strengthen relations through comprehensive trade agreements and increased bilateral business dialogue interactions. Sectorally, renewable energy, mining and education are areas with high potential for collaboration. Apart from that, commitment to sustainable business practices and empowering SMEs are topics that also receive attention. The conclusion of this research shows that accelerated economic cooperation between Indonesia and Canada has positive prospects and can provide mutual benefits. Strategic collaboration between the two countries is needed to face global challenges, such as climate change and economic uncertainty, as well as take advantage of opportunities that arise from the dynamics of the world economy which continues to develop. Increasing communication and understanding of each other's economic policies will be the key to increasing sustainable economic cooperation.

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 categoriesMeta-epidemiology (narrow), Insufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.157
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.001
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.000
Science and technology studies0.0000.000
Scholarly communication0.0010.001
Open science0.0010.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0000.002

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 head0.233
Teacher spread0.207 · 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