Iconografia di Girolamo Savonarola 1498-1998
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
Gilson concludes his study with an entire section devoted to Cristoforo Landino and his Comento sopra la Comedia.While placing such great focus on one scholar in particular in a study that has, up to this point, provided what is in essence a survey (albeit a richly detailed and comprehensive survey), might seem inconsistent with the structure of the overall organization of the book, a thorough reading of the Landino section reveals it to be an apt conclusion.The 1481 production of the Landino Comento encapsulates and represents the culmination of the various projects and movements outlined and surveyed in the earlier chapters.Gilson characterizes Landino's work as having borrowed from "an intricate web of earlier authorities, " from contemporary Florentine discussions and debates, and from idistinctive adaptations.The chapters on Landino's work then confirm what the earlier chapters have been suggesting and which the author himself concludes.
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) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.003 | 0.002 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.011 | 0.014 |
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