ESTABLISHMENT OF BASIC APPROACHES TOWARDS FOREIGN POLICY OF CANADA
Bibliographic record
Abstract
The article deals with Canada’s foreign policy conceptual orientations on the world arena. Historically, Canada’s endeavor to define its position on both global and regional levels correlated with a number of factors, like the impact of the world super-powers, establishing international organizations (UN, NATO, OSCE), relations with the European countries in the realm of integrational processes on the European continent. The aim of the article is analysing basic principles of foreign policy formation in a post-war period and covering the main approaches: Continentalism, Europeanism and Internationalism. Methods of research involve systemic and chronological approach in theoretical analysis based on transdisciplinary scholars’ investigation. The outcome of the research ensures multilateral approach towards realizing Canada’s role in the world politics. Chronological analysis of transatlantic policy may result as follows: Canadian foreign policy effectively involves alternative external orientations, aimed at diversification of international relations, with the objective of its personal role as both neutral and active representative of international environment.
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 imitationNot 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.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.002 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
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".