The Lombard League/Milanese Party (1200–1225)
Why this work is in the frame
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Bibliographic record
Abstract
This chapter describes the Lombard League and the Milanese Party from 1200 to 1225. The first section examines the traces of the League in the first quarter of the thirteenth century. The second section describes the Milanese party. Documentation concerning the League drastically decreased in the first quarter of the thirteenth century. References to the League can be found in a second commitment by Otto of Brunswick to Pope Innocent III from around 1201 and in some papal letters related to them. The main reason behind the renewal of 1208 was again linked to the empire, since it probably derived from the rising fortune of Philip of Swabia. In the first quarter of the thirteenth century the Lombard League evolved into and was replaced by the Milanese party.
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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) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.003 | 0.003 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.002 | 0.003 |
| Insufficient payload (model declined to judge) | 0.001 | 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 it