Bibliographic record
Abstract
<JATS1:p>This book presents a fresh overview of the Vikings from both conceptual and material perspectives. The prevailing image of a Viking is frequently that of a fierce male, associated with military expansion and a distinctive material culture. In an engaging survey, Sæbjørg Walaker Nordeide and Kevin J. Edwards analyse Viking religion, economic life and material culture in and beyond the Scandic homelands. Although there is a conventional Viking Age timeframe of ca. AD 800 to 1050 (the Scandinavians are usually associated with hit-and-run attacks beginning with the raid on the Abbey of Lindisfarne in 797), their military expeditions actually started earlier and were directed eastwards. Scandinavians moved beyond the Baltic coast to Constantinople. To the south and west, France, Iberia, and the islands of Great Britain and Ireland witnessed, variously, trade, invasion, and settlement. The essentially unpopulated islands of the North Atlantic Ocean were subjected to a Norse-led diaspora with the Scandinavian settlers perhaps over-reaching themselves in Newfoundland and ultimately abandoning their Greenlandic colonies. The Vikings have maintained a resonance in the popular imagination to the present day.</JATS1:p>
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
How this classification was reachedexpand
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 | 0.000 | 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 | 0.003 | 0.002 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.010 | 0.011 |
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; both teacher heads agree on what is shown here.
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".