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THE PATH TO COOPERATION. ECONOMIC RELATIONS BETWEEN THE USSR/RUSSIA AND CANADA IN 1989-2003

2024· article· en· W4407973794 on OpenAlex
Ivan S. Samoilenko

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

VenueRSUH/RGGU Bulletin Series Political Sciences History International Relations · 2024
Typearticle
Languageen
FieldSocial Sciences
TopicRussia and Soviet political economy
Canadian institutionsnot available
Fundersnot available
KeywordsPath (computing)Political scienceRegional scienceEconomic geographyEconomic systemGeographyEconomicsComputer science

Abstract

fetched live from OpenAlex

The current article delves into the key elements of the economic cooperation between the USSR/Russia and Canada between 1989 and 2003. It is widely known that Russia and Canada are prominent global players due to their substantial size and influence in today’s geopolitical landscape. However, the historical bond between these nations is not only pivotal in their foreign policies but also serves as a vital topic for research aimed at gaining a deeper understanding of the historical past. Although the ideological disparities and the Cold War legacies have complicated the dialogue between them, both sides have demonstrated a willingness to enhance their cooperation for mutual benefit. Official documents, statistical data and scientific works on related topics are analyzed initially using the research method, and then the information obtained is synthesized to reach further objective conclusions. Furthermore, the study examines some fundamental aspects of trade and investment collaboration between the two countries, along with the challenges they encounter in establishing economic partnerships. The findings of this research can provide valuable insight into the overall characteristics of the economic relationship development between the two countries in the early post-Soviet period.

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)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies, Insufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.924
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0020.002
Scholarly communication0.0000.000
Open science0.0010.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0030.001

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 head0.015
GPT teacher head0.270
Teacher spread0.256 · 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