Bibliographic record
Abstract
The Viking North Atlantic differs significantly from the popular image of violent raids and destruction characterizing the Viking Age in Northern Europe. In Iceland, Scandinavian seafarers discovered and settled a large uninhabited island. In order to survive and succeed, they adapted lifestyles and social strategies to a new environment. The result was a new society: the Icelandic Free State. This volume examines the Viking Age in Iceland through the discoveries and excavations of the Mosfell Archaeological Project (MAP) in Iceland’s Mosfell Valley. Directed by Professor Jesse Byock with Field Director Davide Zori, MAP brings together scholars and researchers from Iceland, Britain, Canada, Denmark, Norway, Sweden, Germany, and the United States. The Project incorporates the disciplines of archaeology, history, saga studies, osteology, zoology, paleobotany, genetics, isotope studies, place-names studies, environmental science, and historical architecture. The decade-long research of MAP has led to the discovery of an exceptionally well-preserved Viking chieftain’s farmstead, including a longhouse, a pagan cremation site, a conversion-era stave church, and a Christian graveyard. The research results presented here tell the story of how the Mosfell Valley developed from a ninth-century settlement of Norse seafarers into a powerful Icelandic chieftaincy of the Viking Age.
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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) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.014 | 0.006 |
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".