Bibliographic record
Abstract
THE PARLIAMENT BUILDINGS of Canada tower over the Ottawa River like a medieval castle fronted by a curtain wall of trees. The Library of Parliament stands to the fore like the chapter house of a monastery, circular and entirely Gothic in its inception, with narrow arched windows, striking verticality as the focus drifts upwards to the central tower with its sixteen wholly unnecessary flying buttresses, its stone exterior and turret with walkway – all highlighted by delicate stone tracery. Inside, a massive circular room resembles the former British Library Reading Room, with a dome over 47 metres in diameter, wholly paneled in wood with nearly two thousand individual carvings of Canadian flora and fauna – and a healthy admixture of mythical and medieval beasts. The galleries and stacks are all that might be expected of this Gothic Revival building, the only survivor from the original Victorian parliament buildings constructed on the same site between 1857 and 1859. Behind the library the new-built range of government buildings dates after the 1916 fire destroyed most of the Centre Block. The first version of the Centre Block of the Parliament buildings was a splendid Gothic wedding-cake structure on three floors with twelve towers set around the edges of the roof and one massive central tower reaching to the skies. After the fire, a new-built block used more stone and marble internally, but reduced the profile of the crenellations and watch-towers on the outside – in order to balance an even higher and narrower central tower spearing upwards into the clouds. Enough was built that the new Centre Block opened in 1920 to host the jubilant celebrations after the end of World War I; in 1927, the completed central tower was renamed the Peace Tower, with a new carillon of bells installed. (The original bell, the Victoria Tower Bell, now reposes on the lawn outside the Parliament Buildings, as a kind of metonymy for the Canadian obsession with history and with not throwing anything out.) The entire complex is known as Parliament Hill, or “the Hill” for short, because it stands above the river on a limestone cliff. The symbolism of “the Hill,” separate and particular, monumental and traditional, evokes the British Parliament at Westminster for good reason; “the Hill” is the centrepiece of Canada's constitutional structure and legislative engagement.
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 | 0.000 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.003 |
| Science and technology studies | 0.012 | 0.005 |
| Scholarly communication | 0.005 | 0.002 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.076 | 0.013 |
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".