Bibliographic record
Abstract
In the XXI century, there is a slight decline in the importance of the United States for Canada as an economic partner, but the United States remain the main external force influencing the development of the Canadian economy. Canada is interested in unhindered access of its goods to the American market, free flow of capital between the two countries, the development of North American economic integration and, most importantly, in sustainable economic growth in the United States. If the economic policy of the Joe Biden administration ensures the dynamic development of the American economy, then this will have a positive impact on the Canadian economy. At the same time, a number of provisions of Biden's economic strategy, such as raising the corporate income tax, strengthening control over mergers and acquisitions, and the "Buy American" policy, contradict Canadian economic interests. At first glance, the Biden administration's commitment to combating climate change is also negative for Canada. However, a number of Canadian stakeholders may also become beneficiaries of the new "green" course of the American economy. In general, the Canadian establishment believes that Canada’s national interests are in further integration of the US and Canadian economies. The Biden administration's tenure in the White House is unlikely to be an obstacle to this 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.
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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 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".