Bibliographic record
Abstract
This book argues that mobility is the central theme of the interwar mode of design known today as Art Deco. It is present on the very surfaces of Art Deco objects and architecture – in iconography and general formal qualities (whether the zigzag rectilinear forms popular in the 1920s or curvilinear streamlining of the 1930s). By focussing on mobility as a means of tying the seemingly disparate qualities of Art Deco together, Michael Windover shows how the surface-level expressions correspond as well with underpinning systems of mobility, including those associated with migration, transportation, commodity exchange, capital, and communication. Journeying across the globe – from a skyscraper in Vancouver, B.C., to a department store in Los Angeles, and from super-cinemas in Bombay (Mumbai) to radio cabinets in Canadian living rooms – this richly illustrated book examines the reach of Art Deco as it affected public cultures. Windover’s innovative perspective exposes some of the socio-political consequences of this “mode of mobility” and offers some reasons as to how and why Art Deco was incorporated into everyday lifestyles around the world.
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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 | 0.001 | 0.001 |
| Science and technology studies | 0.006 | 0.012 |
| Scholarly communication | 0.007 | 0.005 |
| Open science | 0.001 | 0.004 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.015 | 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".