Billings Estate (Ground Floor) - Integrated Project Dossier (2015)
Bibliographic record
Abstract
Billings Estate Museum is the former home of the Billings family. It is a wooden structure; with a basement, main floor, second floor, and attic. Originally 1500 acres in size the site is now 8 acres and includes the main house, the gate-house, and the family cemetery. The Construction of the main house started in 1828 and it finished in 1829. The structure is timber frame and the exterior is wood cladding, the cladding is laid horizontal and painted white. The architecture of the building is the New England style of the Georgian period. The home was built by Bradd-ish Billings I; who was originally born in Massachusetts, Braddish was the first settler in Gloucester Township when he immigrated in 1812. In 1831 the family moved their former house intact to the east side of the main house. It was at this point that they removed the existing veranda. In 1865 the family built a west wing, which was to be a separate kitchen for Braddish’s daughter Sally Billings. The site is in itself a character-defining element. Elevated above the surrounding area the site oversees the property as well as the Rideau River. The new England style classical inspired design, which includes the rectangular massing, front-sloped pitched roof with end chimneys, and slate shingles. The front façade has symmetrical organization of the central block and central entries and an open porch with pillars supporting a balcony. The windows have decorative connecting with dentiles and the top floor pedimented dormers. 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 2015.
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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 | 0.002 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.002 | 0.000 |
| Scholarly communication | 0.003 | 0.001 |
| Open science | 0.001 | 0.003 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.280 | 0.118 |
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".