Bibliographic record
Abstract
The utopian reformers of the nineteenth century, while they describe houses and towns, seem to have mistrusted the architects who hoped to materialize them. Those who did try were either ostracized or blamed for the repeated failures of the projects. This can be explained by the misunderstandings that were bound to appear between the ambiguities of utopian thought and the positive, heuristic character of architectural design. The problem raised by the actual building of edifices was ignored by the utopians, while the architects and the urbanists saw it as a sine qua non. Victor Considérant, by coining the concept of feasibility (“réalisabilité”), opened the way to the construction of J.B.A. Godin’s Familistère. To attain “harmony,” the architect had to conceive a “social mould,” as Victor Calland said, which was to modify human beings biologically. Concrete, a building material popularized by François Coignet, a disciple of Fourier’s, embodied this new hope founded on architecture. Inexpensive and malleable, it seemed suitable for the building of edifices whose organic character was designed to promote the transformation of the individual and of the society striving for perfection.
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 | 0.001 | 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 | 0.007 | 0.016 |
| Scholarly communication | 0.005 | 0.002 |
| Open science | 0.000 | 0.002 |
| Research integrity | 0.002 | 0.003 |
| Insufficient payload (model declined to judge) | 0.005 | 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".