Extending Gregory VII's ‘Friendship Network’: Social Contacts in Late Eleventh‐Century France
Bibliographic record
Abstract
Abstract In the last quarter of the eleventh century, the Roman Church had a capable ruler and defender in Pope Gregory VII (1073–85). Despite his otherwise charismatic authority, however, Gregory's ability to extend his influence beyond the papacy's more immediate control of Rome and the Campagna was limited. Filling this administrative and legal gap was the emerging office of legation, developing ad hoc under Gregory VII in matters of reform and law. Papal legates such as the French representative, Bishop Hugh of Die (later archbishop of Lyons), became crucial figures in the machinery of papal government. They assumed a vital role in the transmission of reforming legislation north of the Alps while effectively widening Gregory VII's ‘friendship network’ to encompass influential members of the local and regional clerical and lay elite. With the assistance of this ecclesiastical office, moreover, the papacy significantly enhanced its opportunity for social contacts, thereby strengthening its hold on the more distant provinces of Western Christendom. By focusing on existing and growing social networks in late eleventh‐century France, this article examines Hugh of Die's role as an instrument of church reform, and assesses this legate's impact on the larger papal reform initiative in France.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.001 |
| Science and technology studies | 0.006 | 0.006 |
| Scholarly communication | 0.003 | 0.002 |
| Open science | 0.001 | 0.003 |
| Research integrity | 0.001 | 0.001 |
| 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; a candidate call from one source (direct Gemma or distilled Codex), 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".