The Sousa Lobato Archive: a family of courtiers at the turn of the 19th century
Bibliographic record
Abstract
The purpose of this article is to show the archive of a noble family, the Sousa Lobato Archive (ASL). This archive was recently discovered and it is composed of documents from the last quarter of the 18th century to the beginning of the 20th century, namely: official documents of royal mercy (permits, letters, ordinances and decrees) referring to nominations for palatine positions, attributions of honorary qualifications in Religious and Military Orders, granting of rights (landlords, agricultural land) and the exercise of functions in official institutions of the Kingdom (customs, ombudsmen of Districts) and also documental processes related to granted properties and some epistolary correspondence. Thus, we will proceed with the description of the reorganization and classification of the documentation. The archive was also fundamental for the reconstitution of the family past, whose protagonists were part of the courtesan society at the end of the Ancien Régime - the reign of D. Maria I and regency/reign of D. João VI until the Liberal Revolution.
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.
How this classification was reachedexpand
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 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.003 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, 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".