Thinking about the Holy Land and crusading in the Crowns of Aragon and Navarre (thirteenth century)
Bibliographic record
Abstract
The Holy Land and the Crusades continued to be a point of reference in the thoughts and ambitions of many men and women in the Hispanic territories of the Crowns of Aragon and Navarre during the thirteenth century. This chapter examines how the Holy Land was perceived through its principal agents, the Templars and Hospitallers, who were understood a priori to be the most direct representatives of the Holy Land. In terms of political practice and ideology, the Holy Land was a key issue in the consolidation of the image of the king, who would not only lead the Crusades but was also expected to play a leading role in them in relation to the pope during a period of incipient international relations. The vicissitudes of the Guelph-Ghibelline conflict in relation to the Kingdom of Sicily, conditioned the diplomatic activities concerning a reactivation of the Crusades at this point in time.
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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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.005 | 0.009 |
| Scholarly communication | 0.004 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.004 | 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".