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Record W3049255763

СТАН КАНАДСЬКО-АМЕРИКАНСЬКИХ ЕКОНОМІЧНИХ ВІДНОСИН НА ПОЧАТКУ ХХІ СТОЛІТТЯ

2019· article· uk· W3049255763 on OpenAlex
А. О. Хмель, В. Крищенко

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

VenueThe Scientific Issues of Ternopil Volodymyr Hnatiuk National Pedagogical University Series pedagogy · 2019
Typearticle
Languageuk
FieldSocial Sciences
TopicCanadian Policy and Governance
Canadian institutionsnot available
Fundersnot available
KeywordsPolitical scienceState (computer science)ChinaInternational tradePoliticsEconomyEconomicsLaw
DOInot available

Abstract

fetched live from OpenAlex

The article analyzes the current state of economic relations between Canada and the United States. The authors noted that in Ukrainian science there are almost no publications on a given topic. The topic is much more developed by Canadian researchers. Which is an element of the relevance of the study of Canadian-American relations. The authors described the two-way relationship between the United States and Canada and the cooperation of countries in the political and economic organization NAFTA. The authors demonstrated a significant increase in the volume of Canadian-American trade since the launch of NAFTA and stressed that this organization also increased the competitiveness of countries and changed the structure of trade. The article noted that the relationship between Canada and the United States is not equivalent, since US trade is more important for Canada than trade with Canada for the United States. Sometimes, the United States seeks to influence Canadian political decisions because of the Canadian economy’s dependence on trade with the United States. An example is the case when the United States banned the sale of Canadian conifer in the United States through the refusal of Canada to engage in US counter-terrorism activities against Iraq. This case had positive effects on the economy of Canada, since Canada has since diversified its economic relations. So, it has increased trade with countries such as China, Japan, India and the European Union. Cool relations between Canada and the United States were between 2001 and 2006, after which trade increased. In 2006, pro-American prime minister Stephen Harper came to power in Canada. The largest volume of bilateral trade was achieved in 2014, when trade in goods between Canada and the US amounted to 750.7 billion dollars. And these were the highest rates in the world. In 2015, trade fell by 12 percent. Today, the United States and Canada are leaders in investing in each other.

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)0.003
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Science and technology studies, Insufficient payload (model declined to judge)
Consensus categoriesScience and technology studies, Insufficient payload (model declined to judge)
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.823
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0030.001
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0010.002
Science and technology studies0.0020.006
Scholarly communication0.0010.002
Open science0.0040.001
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0100.002

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 head0.062
GPT teacher head0.344
Teacher spread0.283 · 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