The Manufacture of Leather as an Applied Art in the Modernisme: the Factory-Workshop of Miguel Fargas y Vilaseca
Bibliographic record
Abstract
This study intends to examine leather craft, an applied art that has not well studied in the context of Catalan Modernisme as well as raise awareness about its use for production and design of Modernista furniture and interior decoration. This handicraft, that had been in decline in the Catalan sphere since the 18th century, reappeared in Barcelona in the last quarter of the 19th century, due to the Modernista movement and the renaissance of medieval crafts. Thus, new workshops were created and their processes were modernized according to industrial progress. We will highlight the Miguel Fargas and Vilaseca Factory, which will manage to industrialize this handricraft, becoming one of the few internationally known manufacturers. We will try to illustrate the history of this office by analyzing this case study, since it reveals an interesting part of the panorama of decorative arts in Modernista Barcelona.
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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 | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.006 | 0.005 |
| Scholarly communication | 0.005 | 0.001 |
| Open science | 0.001 | 0.004 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.004 | 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".