Rib vaults in 12th-century religious architecture in the North-West of Italy
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
Romanesque architecture in North-West Italy was mainly characterized by the use of ribbed vaults, with diagonally reinforced arches used in some important monastic sites where the architectural choices became more specific and accomplished. The diocese of Vercelli seems to be the area where rib vaults were developed; some examples are the church of San Bernardo in Vercelli and the solutions implemented in the Badia of Dulzago and partly in San Nazzaro Sesia. Novarese architecture underwent a considerable period of experimentation during the first quarter of the 12th century: Novara cathedral, consecrated in 1132 (and destroyed in the middle of the 19th century), is the most evident and relevant example of pillars with diagonal lesenes, an alternate system of support, and ribbed vaults with diagonally reinforced arches. Similar solutions were also adopted in Vercelli cathedral, which also no longer exists. To trace the technical and architectural changes in rib vaulting, it was necessary to investigate the main Cistercian sites opened during the 12th century: in particular those located in Lucedio, Tiglieto, Staffarda and Casanova, and in Rivalta Scrivia, and also Canonical of Vezzolano, where the first forms of experimentation of ribbed vaults, especially in the sections and laying of ribs, reached full maturity.
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.
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
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 it