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.
Bibliographic record
Abstract
Since 9/11, crossing the U.S.-canadian border has become more drfficult Being neighbor to a behemoth, even a friendly one, is never easy.The complexities of the relationship grow exponentially with the maze of intertwined linkages.Hence the ongoing search for new ways to augment positive neighborly interaction and reduce the pitfalls of misunderstanding.These circumstances were at the root of Canada's 1988 signing of the Canada-U.S. Free Tr ade Agreement ( cusrA), five years prior to the North American Free Trade Agreement (NAFTA).This brief article provides sorne Canadian background to cuSTA and NAFTA, assesses the experience of the key manufacturing sector befare and after free trade, looks at U.S. trade remedy laws and secure access to the American market, considers public attitudes to economic ties with the U.S., and finally examines sorne matters that now preoccupy national thinking about trade.
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 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) | 0.009 | 0.001 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it