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Record W7125873018 · doi:10.7264/dj8ckf60

The Beads from an 18th-Century Acadian Site, Prince Edward Island, Canada

2025· article· W7125873018 on OpenAlexfundaboutno aff
Helen Kristmanson, Erin Montgomery, Karlis Karklins, Adelphine Bonneau

Bibliographic record

VenueBeads (Ottawa. Online)/Beads · 2025
Typearticle
Language
FieldSocial Sciences
TopicHistorical and Cultural Archaeology Studies
Canadian institutionsnot available
FundersUniversité du Québec à Montréal
KeywordsBeadIgneous rockOpacityWestern europeFront (military)

Abstract

fetched live from OpenAlex

Excavation of the Pointe aux Vieux site, an 18th-century Acadian house located on western Prince Edward Island, Canada, yielded a significant assortment of beads. Among the glass and bone specimens are ten black beads decorated with undulating yellow lines around the middle. Commonly called “rattlesnake” beads by collectors, this stylistic form has been found at many sites in North America as well as elsewhere in the world. Unlike the other beads, however, the ones from Pointe aux Vieux are not glass but formed by melting an igneous rock called “proterobas” to form a totally opaque black glass. The only known source of beads made from this material is the Fichtelgebirge region of northeastern Bavaria. While black ball buttons made of proterobas have been encountered at various sites in the eastern United States and Western Europe, this is the first recorded instance of proterobas beads in North America. It is hoped that this article will lead to more such beads being identified in archaeological collections so that their distribution and temporal range may be determined.

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)0.001
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Science and technology studies, Research integrity
Consensus categoriesScience and technology studies
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.502
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0020.000
Bibliometrics0.0000.002
Science and technology studies0.0080.004
Scholarly communication0.0000.001
Open science0.0030.001
Research integrity0.0010.003
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 head0.010
GPT teacher head0.275
Teacher spread0.264 · 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; both teacher heads agree on what is shown here.

Study designNot applicable
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
Published2025
Admission routes2
Has abstractyes

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