Bibliographic record
Abstract
Prince Edward Island’s 67th General Election was held 23 April 2019. The results were unprecedented, with the Progressive Conservative Party (PCs) winning 12 seats on election night, the Green Party of Prince Edward Island (Greens) winning eight, and the incumbent Liberal Party (Liberals) reduced to just six seats. The New Democratic Party (NDP) was shut out once again. This is PEI’s first minority government, and PEI is now the first province in Canada with a Green Party Official Opposition. Five of the Green’s eight MLAs are women, so this is also the first Official Opposition party in Canada with a majority of females. Liberal premier Wade MacLauchlan, credited with saving the Liberal Party from defeat in 2015, lost his own seat in 2019. The election was also marked by a tragedy: together with his young son Oliver, Green Party candidate Josh Underhay was killed in a canoe accident the Friday before the election. A deferred election was held on 15 July, and was won by the PC candidate, Natalie Jameson. A referendum asking Islanders whether they wanted to adopt a Mixed Member Proportional electoral system was held in conjunction with the general election. The No side won, with 52% of the vote, but winning just 13 of 27 ridings.
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 | 0.002 | 0.004 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.004 | 0.003 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 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".