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Record W4381730616 · doi:10.1177/00377686231182499

Understanding conversion to Jehovism among Indigenous peoples: The case of the Kitigan Zibi Anishinabeg

2023· article· en· W4381730616 on OpenAlexaffabout
Arnaud Simard-Émond

Bibliographic record

VenueSocial Compass · 2023
Typearticle
Languageen
FieldSocial Sciences
TopicVietnamese History and Culture Studies
Canadian institutionsUniversité de Montréal
Fundersnot available
KeywordsIndigenousEthnographyWitnessSociologySubject (documents)Context (archaeology)EthnologyGender studiesAnthropologyPolitical scienceGeographyLawArchaeology

Abstract

fetched live from OpenAlex

Although present in Aboriginal communities since the early 1930s, Jehovism among Indigenous peoples in Canada and the United States has not yet been the subject of any published ethnographic, sociological, or historical study. This article presents the result of the first ethnographic study with Jehovah’s Witnesses among Aboriginal peoples in Canada. From an online field of research spanning over a period of 10 months with Anishinabe (Algonquin) Witnesses from Kitigan Zibi (Outaouais, Quebec), I explore the motivations behind the decision to become a Jehovah’s Witness for the latter. I also show that the first conversions in Kitigan Zibi are mainly due to a dual historical context that created a fertile ground for conversion. Finally, I propose the concept of ‘small-scale conversion’ as another way to conceive the intergenerational transmission of religion.

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 machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.002
metaresearch head score (Gemma)0.003
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.512
Threshold uncertainty score0.983

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.003
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.002
Science and technology studies0.0250.017
Scholarly communication0.0050.003
Open science0.0020.006
Research integrity0.0020.004
Insufficient payload (model declined to judge)0.0030.000

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 head0.088
GPT teacher head0.311
Teacher spread0.223 · 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 source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designQualitative
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

Citations1
Published2023
Admission routes2
Has abstractyes

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