531 Sussex Drive - The Sussex Contemporary - Integrated Project Dossier (2017)
Bibliographic record
Abstract
The Sussex Contemporary, located at 531 Sussex Drive in the Byward Market of downtown Ottawa, has been a part of the Ottawa core since 1852 when it was constructed. Originally developed as a hardware and supply store, the building remains a key component in the Byward courtyard composition functioning as an Art Gallery. In 1964 the NCC acquired the block as part of its “mile of history” initiative to create a harmonious streetscape between Parliament Hill and Rideau Hall. Unfortunately, the building suffered from a devastating fire in 1980. Afterwards, it was reimagined with the history of the confederation-era architecture in mind to become what it is today. Both a wonderful example of the late 19th-century architecture at the time and interspersed elements of the Italianate and Second Empire styles, the building has managed to hold true to its history while reflecting the progression of society over time. To this day the original 1870’s façade, brick retaining wall and mansard roof has been preserved as a part of Ottawa’s rich history and act as key character-defining elements of the building and its history. In essence, the building itself is not historically significant from defining events or a critical example of a significant architectural style, rather, the site at 531 Sussex Dr represents a thread from an overarching tapestry that reflects the historical progression of the Byward Market and Ottawa core as a whole. The contextual significance of the building is unquestionable and essential to the historical preservation of the Byward Courtyard. This project focused on recording the elements that make up the Sussex Contemporary at 531 Sussex Dr. Most of the building was recorded, however, the main floor was the focus of the project. This is the Integrated Project Dossier compiled by a group of undergraduate students of the Architectural Conservation and Sustainability Program (Engineers and architects) at Carleton University for the CIVE3207 (ARCN4100) Historic Site Recording and Assessment course in 2017.
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 | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.005 | 0.002 |
| Scholarly communication | 0.007 | 0.001 |
| Open science | 0.001 | 0.004 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.156 | 0.027 |
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".