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Record W4411572219 · doi:10.1017/aaq.2025.1

Smoking Pipes as Indicators of Sociopolitical Changes in Huron-Wendat Social Networks

2025· article· en· W4411572219 on OpenAlexaffabout
John P. Hart, Jennifer Birch, Christian Gates St-Pierre, Susan Dermarkar

Bibliographic record

VenueAmerican Antiquity · 2025
Typearticle
Languageen
FieldSocial Sciences
TopicHistorical and Cultural Archaeology Studies
Canadian institutionsUniversité de MontréalUniversité du Québec à Montréal
Fundersnot available
KeywordsHistoryGeography

Abstract

fetched live from OpenAlex

Abstract Ceramic smoking pipes are among the most distinctive artifacts recovered from Iroquoian sites dating from AD 1350 to 1650 in what is today New York, Ontario, and Quebec. In this study, we conduct network analyses of pipe forms to examine assemblages of relations among the ancestral and colonial-era Huron-Wendat during a period of coalescence, conflict, and confederacy formation. We bring these networks based on pipe form together with previous network analysis of collar decoration on ceramic vessels to develop insights about the social networks that each artifact type comprises. Our findings indicate that, unlike pottery collar decorations (which are primarily associated with women and reflect highly cohesive social networks), Huron-Wendat smoking pipes (which are more closely associated with men) were less cohesive and reflect the formation of coalitional networks. We interpret these patterns in the context of defensive alliances that formed to provide mutual aid among communities and nations. These differences highlight the distinct social and material domains in which these artifacts operated, offering complementary perspectives on the complex social dynamics that shaped the social and political landscapes of precolonial and early colonial northeastern North America.

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 categoriesScience and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.482
Threshold uncertainty score0.998

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0010.005
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 head0.015
GPT teacher head0.335
Teacher spread0.321 · 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.

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
Published2025
Admission routes2
Has abstractyes

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