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
L’article retrace l’histoire de la fondation d’un musée dédié aux cultures indiennes, à la fin du xixe siècle. De façon plus générale, il attire l’attention sur le courant orientaliste qui anima la faculté de Philosophie et Philologie de l’académie florentine. Dans un moment d’enthousiasme collectif pour l’exotisme oriental, un groupe de chercheurs organisa le ive Congrès international des orientalistes, faisant de la ville de Florence un centre incontournable pour les études sur l’Orient. Dans ce climat, Angelo de Gubernatis, professeur de sanscrit, fonda le Musée indien, qui fait maintenant partie du musée national d’Anthropologie et d’Ethnologie de l’université de Florence. Outre raconter l’Inde visitée par De Gubernatis et d’autres chercheurs contemporains, le Musée indien offre l’occasion de comprendre cette nouvelle curiosité vis-à-vis des peuples et cultures du Moyen et de l’Extrême-Orient qui se répandit en Italie et en Europe pendant tout le xixe siècle.
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 | 0.003 | 0.000 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.012 | 0.056 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.003 | 0.001 |
| 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 it