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Record W4283392731 · doi:10.4000/gradhiva.6194

Shell Beads and Belts in 16th- and Early 17th-Century France and North America

2022· article· en· W4283392731 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.

Bibliographic record

VenueGradhiva · 2022
Typearticle
Languageen
FieldSocial Sciences
TopicHistorical and Cultural Archaeology Studies
Canadian institutionsWilfrid Laurier UniversityUniversité Laval
Fundersnot available
KeywordsBeadIndigenousContext (archaeology)ColonialismHistoryArchaeologyAncient historyGeographyEthnologyEcology

Abstract

fetched live from OpenAlex

Scholars generally agree that wampum belts were new artifacts among the Indigenous peoples of northeastern North America in the first half of the 17th century. However, the context of and reasons for their emergence are still little known or misunderstood. Archaeologists and ethno-historians have often assumed that the shell beads used in the manufacture of wampum belts were Indigenous artifacts and part of a long tradition that continued until the Colonial era. Although this tradition did exist, I nevertheless argue that wampum belts were also the result of profound changes: they emerged as novel tools for intercultural communication in the aftermath of European colonization in the 16th and the first half of the 17th centuries. Studies have up until now focused on the impact of the Dutch and the English, as opposed to the French, despite their widely-acknowledged role in the bead trade and the emergence of wampum. This study seeks to fill this gap with an interdisciplinary analysis of the written sources and archaeological collections.

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.

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 score0.470
Threshold uncertainty score0.739

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0010.001
Scholarly communication0.0000.000
Open science0.0000.000
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 head0.013
GPT teacher head0.228
Teacher spread0.216 · 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