Sources for Colonial Historiography: Museums and Colonial Collections, a Mapping and Memory Project on the Italian National Territory
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’obiettivo di questo lavoro è sottolineare l’importanza di musei e collezioni coloniali presenti sul territorio italiano come vettori di memoria e nuove fonti per la storia coloniale del paese. Pur non vantando un grande museo coloniale nazionale come quelli europei di Leiden, Bruxelles o Parigi, l’Italia ospita sul suo territorio circa sessanta collezioni dalle ex colonie, divise tra musei militari, musei di antropologia e scienze naturali, collezioni appartenenti ad ordini religiosi, ecc. La varietà delle collezioni e la loro pervasività in tutta la penisola fanno sì che attraverso di esse sia possibile raccontare in modo concreto storia coloniale italiana.
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 | 0.001 | 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 | 0.011 | 0.005 |
| 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