Bibliographic record
Abstract
The Cubitt’s Corner, located in Brockton, Ontario, a small town just outside Paisley, is roughly a 4-storey silo that is used primarily as a storage space. With no existing floor partitions or windows, it would allow for 1200 sq feet of floor space at most.\nThe design for the Paisley Mill located in Brockton, ON, would be in ode to all the locals and artists and would provide the town of Brockton a new hub for social events and gatherings. Retaining the overall aesthetic of this mill was crucial therefore, in order to maintain the silo’s rustic look, the roof and the exterior finish would remain as is and classic casement windows would be used all around the structure to bring in natural light and to provide ventilation. For the new additions such as the vestibule and canopies, traditional wood siding would be incorporated to complement the existing finish.\nThe building would be built using Wood Framing construction style. The exterior wall of the new vestibule addition is a traditional wood siding assembly and has a R value of approximately 50.928. The columns used are 300x300 Glulam Columns and almost all columns were retained during the design process. As for the roof, both the shape and the materiality of the structure were retained. The floors inside the building have been given beautiful, warm toned wood that compliments the overall color scheme. The 3D wall section has been taken through the south facing side of the building and shows the new vestibule addition, the wine and cheese tasting restaurant, the workspaces, and the bakery area. The roof over the wine and cheese tasting restaurant has grand skylights that lights up each dining space and brings in more natural light.
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 | 0.001 | 0.001 |
| Science and technology studies | 0.003 | 0.001 |
| Scholarly communication | 0.003 | 0.002 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.552 | 0.293 |
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".