Autonomie locale et relations avec les Latins à Byzance au xive siècle : Iôannès Limpidarios / Libadarios, Ainos et les Draperio de Péra
Bibliographic record
Abstract
Si le rôle joué par la famille Draperio au sein de la société coloniale génoise de Péra aux xive-xve siècles est aujourd’hui assez bien connu, on le doit aux recherches conduites par Michel Balard dans le cadre de sa thèse sur la Romanie génoise. Jusque-là, l’historiographie n’avait retenu qu’un seul membre de la famille, le grand homme d’affaires du xve siècle Francesco Draperio. Et de quelle façon ! Après quatre siècles d’oubli, à l’époque de sa redécouverte dans les années 1860, le personn...
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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 | 0.000 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.007 | 0.005 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.005 | 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; both teacher heads agree on what is shown here.
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".