Eastern Canada's Unified Heritage Building Database (EC-UHBD)
Bibliographic record
Abstract
This database merges details on heritage-listed buildings from multiple Eastern Canadian registers. A focus on structural characteristics available were able to be harmonized in this database including: construction date, number of stories, building materials, location, use type and links to the orginal building. Data are still preliminary and in review. The building registers are listed here: Parks Canada Federal Database of Historic Buildings (Parks Canada, 2018) Historic Places (Parks Canada, 2001) Répertoire du patrimoine du Québec (Québec, 2013. Grande Répertoire du patrimoine bâti de Montréal (Montreal.ca, 2021a) L’inventaire des propriétés municipales d’intérêt patrimonial (Montreal.ca, 2021b) Le patrimoine du Vieux-Montréal en détail (Montreal.ca, 2021c) Répertoire du patrimoine bâti (Ville de Québec, 2023) Ontario Trust Database (Ontario Heritage Trust, 2023) Lieux de culte du Québec (Conseil du patrimoine religieux du Québec, 2011)
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 | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.001 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.002 | 0.000 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.002 | 0.002 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.005 | 0.032 |
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; both teacher heads agree on what is shown here.
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".