Bibliographic record
Abstract
Abstract This penultimate chapter focuses on the evidence for the famous Viking colony of Vínland. The Viking voyages to North America occupy a space in Viking Studies between legend and history. The journeys are evidenced in written sources and the archaeological record. Two Icelandic sagas provide complementary narratives about the voyages, but they disagree about key facts such as the number of settlements established. Later texts track efforts to visit places mentioned in the sagas but mention no additional settlements. Only one site has been verified archaeologically: L’Anse aux Meadows in Newfoundland. L’Anse aux Meadows offers a clear example of scholars seeking a very specific level of confirmation of the sagas from archaeological evidence. The archaeological site has confirmed the basic saga narrative that Viking Age Scandinavians reached North America. But how detailed can the correspondence be? This chapter pursues this question and shows how much more we know now from the combination of sagas, archaeology, and new scientific analyses. Finally, the chapter shows the value of exploring the contradictions among texts, archaeology, and the sciences. These specific contradictions are ripe for scholarly disagreement and offer rich avenues for further research.
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 | 0.000 | 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) | 0.011 | 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 teacher head, 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".