The Emergence of Concentrated Settlements in Medieval Western Europe: Explanatory Frameworks in the Historiography
Why this work is in the frame
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Bibliographic record
Abstract
There is now a general scholarly consensus that the concentration of rural people into settlements in Western Europe (as opposed to dispersed or scattered habitations across the countryside) occurred in various stages between the eighth and twelfth centuries, though with regional divergences in precise timing, speed, formation, and intensity. What is clear from the literature is that a “one-size fits all” model for settlement development across Western Europe is not possible. Concentrated settlements appeared in certain parts of Europe for different reasons. This article discusses the strengths and limitations of four of the most influential frameworks for explaining patterns of medieval settlement concentration and their relation to social and economic change. The frameworks under analysis emphasize, respectively, power, coercion and lordship; communalism and territorial formalization; field systems and resource management; and urbanization and market-integration.
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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) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 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 it