Behind the Curtain: An Architectural Mise-en-Scène for Mise-en-Place
Bibliographic record
Abstract
Behind the Curtain: An Architectural Mise-en-Scène for Mise-en-Place explores public spaces in the City of Ottawa with an interest in their theatrical potential. Utilizing historical precedents such as Greek and Elizabethan theatre traditions and scenographic devices, identified as frames, layers, point of view, choreography, lighting and viewer-viewed relationships, these “theatrical” civic moments are enhanced by the implementation of architectural elements to bring an awareness of their performative qualities. The urban theatrical devices are further explored in the making of a neighbourhood-scaled intervention. This proposal is supported by a program - a Cultural Centre and Culinary Cooperative - which in itself contributes to interpersonal relationships analogous to the viewer-viewed aspects in theatre. This unique architectural programming also supports a community need - that of a social gathering space for local women from a traditional Italian community who generally remain isolated due to existing social dynamics and traditional gender roles.
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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 | 0.000 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.010 | 0.005 |
| Scholarly communication | 0.003 | 0.001 |
| Open science | 0.001 | 0.003 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.019 | 0.002 |
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".