Bibliographic record
Abstract
Isokon was a British furniture and architectural design company founded in London in 1931. Led by architect Wells Coates and plywood manufacturer Jack Pritchard, Isokon was among the first systematic attempts to introduce modernist design to Britain. The founders of Isokon were committed to the principles of European Modernism and aimed to create standardized housing and furniture based on modern materials and production processes. In interwar Britain, these designs represented radical new solutions for modern living. Jack Pritchard joined the Venesta Plywood Company in 1925. At this time plywood was regarded as a cheap substitute for solid wood, but Pritchard was intrigued by its intrinsic properties of lightness, fluidity and strength, and was keen to promote it as a material for modern design. In 1929 he encountered the work of Canadian-born designer Wells Coates, who had recently created innovative plywood factory interiors and shop-fittings for Cresta, a silk manufacturer. Pritchard and Coates founded the firm of Wells Coates and Partners in 1930 to facilitate collaboration. Tensions between the two prompted reorganization, however, and the firm of Isokon Limited was founded on 31 December 1931. The name was derived from the term Isometric Unit Construction, owing to Coates’s preference for isometric drawing.
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 | 0.002 | 0.002 |
| Science and technology studies | 0.004 | 0.003 |
| Scholarly communication | 0.004 | 0.003 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.056 | 0.019 |
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".