Canada prepares for renewed Alberta-Ottawa conflict
Bibliographic record
Abstract
Significance Smith’s United Conservative Party (UCP) provincial government was returned with a smaller majority in last month’s election but she is claiming the victory as a “strong mandate” for fighting Ottawa’s efforts to curb the use of fossil fuels, which are essential to Alberta’s economy. Impacts A sharply increased vote for the centre-left, now dominant in the two main cites, actuates the urban/rural divide in Albertan politics. Open jurisdictional confrontation between the federal and provincial governments will escalate as Smith starts a four-year term. The UCP is likely to experiment with private health care, bringing it into conflict with the federal Canada Health Act. A victory for Poilievre’s Conservative Party at the next federal election would reduce but not eliminate tensions with Alberta.
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 machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.007 | 0.011 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.002 | 0.002 |
| Science and technology studies | 0.039 | 0.009 |
| Scholarly communication | 0.017 | 0.002 |
| Open science | 0.004 | 0.006 |
| Research integrity | 0.019 | 0.015 |
| Insufficient payload (model declined to judge) | 0.016 | 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), 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".