Bibliographic record
Abstract
Le problme au coeur de l'tude de H. Boston est celui de la pratique de la seigneurie multiple.Prenant pour cadre le Leicestershire, le Derbyshire et le Staffordshire au cours d'un long XII e sicle (v.1066-v.1216), l'autrice s'intresse plus particulirement aux membres de la petite aristocratie laque qui devaient allgeance plusieurs seigneurs. travers cinq chapitres -un chapitre quantitatif, trois chapitres thmatiques et une tude du cas de Burton-upon-Trent -H.Boston dfend la thse que la seigneurie multiple, considre dans l'historiographie anglo-amricaine comme une exception la norme, tait en ralit une forme de liens sociaux antrieure la conqute normande, bien tablie en Angleterre ds le dbut du XI e sicle et prenne travers les sicles ultrieurs du Moyen ge.
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 | 0.002 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.002 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.001 | 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".