Bruno of Merseburg and his historical method,<i>c</i>.1085
Bibliographic record
Abstract
Bruno of Merseburg wrote his history of the war between the Saxons and King Henry IV c.1085. Scholars generally have treated Bruno's text as a polemic and consequently of relatively little historical value except insofar as it corroborates material found in other contemporary sources such as Lampert of Hersfeld's more highly regarded Annales. The main historical value of Bruno's text has been seen in his embedding of some two dozen letters in his account, most of which are not otherwise attested in the source record. The burden of this essay is to examine Bruno's historical method and sources of information to shed light on the ways in which an ostensibly polemical text also was a work of history in the Isidorean sense of recording events that actually happened. It is the authors' view that although Bruno worked actively to disparage King Henry IV and to present the Saxon nobility in the best possible light, he also strove to present a depiction of events as he understood them to have happened and not simply as he wished them to have taken place.
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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 | 0.002 |
| Science and technology studies | 0.003 | 0.005 |
| Scholarly communication | 0.004 | 0.002 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.010 | 0.001 |
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".