D’une pratique incarnée de l’espace architecturé à une dynamique de l’intériorité : autour de l’ingénierie domestique et d’une féminisation de l’emprise sur l’espace domestique
Bibliographic record
Abstract
This article highlights the modalities of research-creation practices in the context of the historical movement known as domestic engineering (late-nineteenth/early-twentieth century), particularly through the publications of Catharine Esther Beecher and Christine Frederick. The paper further argues that the research-creation specific to this movement is the precursor of a human-centered design position and participates in the foundations of contemporary practices in interior design and architecture, which aspire to anchor their productions in use and scientific rigor. As a starting point, this article discusses the conditions of emergence of the movement. Four key moments of the converging practices of research-creation and domestic engineering are identified: critical positioning, the scientific method, innovative design proposals, and the dissemination of those proposals.
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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 | 0.011 | 0.007 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.001 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.010 | 0.071 |
| Scholarly communication | 0.011 | 0.013 |
| Open science | 0.001 | 0.007 |
| Research integrity | 0.005 | 0.008 |
| Insufficient payload (model declined to judge) | 0.008 | 0.001 |
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".