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Record W7112601838

Viking and Native North American Interactions: The Spread of Disease in the Norse Discovery of North America

2024· article· W7112601838 on OpenAlexaboutno aff

Bibliographic record

VenueDigital Commons - USU (Utah State University) · 2024
Typearticle
Language
FieldBiochemistry, Genetics and Molecular Biology
TopicYersinia bacterium, plague, ectoparasites research
Canadian institutionsnot available
Fundersnot available
KeywordsMainlandNative americanPopulationWildlifeIntroduced speciesMainland China
DOInot available

Abstract

fetched live from OpenAlex

This paper evaluates the potential for spread of disease in the Norse and Native North American interactions around 1000 CE. At this time, the Vikings were expanding their territory in search of land and natural resources following the Viking Raids in mainland Europe. They traveled to Iceland, then Greenland, and finally the eastern coast of northern Canada. Norse explorers faced numerous obstacles on their journeys, but they still prospered in North America for a time. The Vikings hunted the land and sea mammals, used the land, and found ways to thrive while having hostile relations and contact with the Native North Americans. As a reference for how disease spreads between European and Native American contact, this paper used Kyle Harper’s four variables of disease spread: (1) timing and intensity, (2) population density of Native populations before contact, (3) physical geography, and (4) ecological transformation. Incorporating evidence from reviews, conclusions, analyses and other scholarly research, this paper aims to provide a reasonable defense that the Norse did not spread disease to the Native North Americans they encountered. A bulk of the source material for this paper is secondary sources; they are used to explain archaeological, ecological, anthropological, and epidemiological evidence that supports the conclusion. This paper uses The Eddas along with Viking sagas as a way to establish the locations of the Viking settlements, the extent of the contact, and what types of interactions the Norse had with the Native North Americans. Discovering who the Vikings came into contact with is another purpose of this paper and is targeted using both scholarly reports and primary sources. This paper argues that the Norse did not spread disease to the Native North Americans, or that if they did, it was on so small a scale that it had no real impact on either population. This conclusion works as a contrast to the later European contacts with Native Americans in which disease was spread rampantly and conditions were prime for the transmission of both parasite and pathogen. By examining the contact between the Vikings and Native North Americans, scholars can see the differences in these two periods and forms of contact. The implications of these differences are vast, highlighting the importance of close examination of colonialism and imperialism.

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 imitation

Not 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.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.084
Threshold uncertainty score0.976

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.002
Science and technology studies0.0000.002
Scholarly communication0.0000.000
Open science0.0010.001
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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.

Opus teacher head0.011
GPT teacher head0.250
Teacher spread0.239 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
Domainnot available
GenreEmpirical

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".

Quick stats

Citations0
Published2024
Admission routes1
Has abstractyes

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