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Record W4416211637 · doi:10.1080/09637494.2025.2522605

Researching global Christian Zionism: a historian’s suggestions

2025· article· en· W4416211637 on OpenAlexaff
Donald M. Lewis, Paul Freston

Bibliographic record

VenueReligion State & Society · 2025
Typearticle
Languageen
FieldSocial Sciences
TopicJewish and Middle Eastern Studies
Canadian institutionsWilfrid Laurier UniversityRegent College
Fundersnot available
KeywordsPerspective (graphical)GlobalizationAgency (philosophy)

Abstract

fetched live from OpenAlex

Lewis suggests ten themes for studying the growth of Christian Zionism (CZ) in the Global South. Identity: globally, CZ is more about Christian identity than any prophetic schema. Culture: appropriation, or not, of aspects of Jewish culture. Power: reflected in political lobbying, but also in philanthropy. Prophecy: CZ does not depend on dispensationalism. In each context, what role do prophetic schema occupy? Orientalism: how does global southern CZ, and its notions of national role, relate to Orientalist readings? Media: what media have CZs used in each context? Network Christianity: broader than New Apostolic Reformation; how does this influence CZ in each context? Catholicism: while Protestant restorationism historically viewed Catholicism as inimical, the twentieth century saw dramatic changes. In each context, does CZ reflect this? Philo-Semitism: CZ sees itself as philo-Semitic, while sometimes perpetuating disturbing stereotypes. Proselytism: most CZs have been eager to evangelise Jews. How do CZs in each context behave?

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)0.014
metaresearch head score (Gemma)0.012
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: Theoretical or conceptual
GenreCandidate signal: Commentary · Consensus signal: Commentary
Teacher disagreement score0.018
Threshold uncertainty score0.074

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0140.012
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0080.006
Science and technology studies0.0060.033
Scholarly communication0.0100.030
Open science0.0030.008
Research integrity0.0050.012
Insufficient payload (model declined to judge)0.0160.002

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 head0.023
GPT teacher head0.344
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 source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designTheoretical or conceptual
Domainnot available
GenreCommentary

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 routes1
Has abstractyes

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