La Bibbia atlantica di Trento (manoscritto 326 del Museo Diocesano Tridentino)
Bibliographic record
Abstract
The essay focuses on the manuscript 326 conserved in the Museo Diocesano Tridentino in Trento. This book is the second part of a Giant Bible, which was written in the third quarter of the 12th century, probably in Tuscany. The manuscript is analyzed under four main perspectives: textual, palaeographic, structural, and iconographic. The study on the Bible of Trento provides new information about the book, up to now known just for the decorative quality. The analysis of the quires and of the mise en page, as well as of the main characteristics of writing peculiar to the individual copyists, contributes to the research on the manufacturing methods. More interestingly, the study of the textual aspects has resulted in the reconsideration of the liturgical use of such giant manuscripts. An Appendix focuses on the paratextual elements present in the Bible at the Museo Diocesano Tridentino.
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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) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.002 | 0.003 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.003 | 0.001 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.062 | 0.012 |
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".