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Record W4248791449 · doi:10.3138/tjt.24.suppl_1.7

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2008· article· en· W4248791449 on OpenAlexvenueaboutno aff
David John Zub, Robert S. Fennell

Bibliographic record

VenueToronto Journal of Theology · 2008
Typearticle
Languageen
FieldSocial Sciences
TopicCanadian Identity and History
Canadian institutionsnot available
Fundersnot available
KeywordsGospelServantEmbodied cognitionTheologySociologyReligious studiesPhilosophyLawEpistemologyPolitical science

Abstract

fetched live from OpenAlex

Harold Wells has, in so many wonderful ways, embodied the grace ofthe gospel: the love and freedom flowing from the heart ofour God who seeks to liberate and to renew the whole ofcreation. His career as a teacher, a minister and a teacher ofministers has made a significant and lasting impact on The United Church of Canada and on the wider ecumenical and theological world.As a theologian, and as a servant ofChrist in and for the Church, Professor Wells has been gracefully gifted with the charism of peace-making and peace-giving. As a scholar, his knowledge of historical and contextual theology is of considerable depth and breadth.Yet his work as an author and preacher is intimate and accessible for anyone with eyes to see and ears to hear.

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)0.001
metaresearch head score (Gemma)0.004
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.659
Threshold uncertainty score0.000

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.004
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0050.001
Scholarly communication0.0070.004
Open science0.0010.004
Research integrity0.0030.005
Insufficient payload (model declined to judge)0.3410.209

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 head0.254
Teacher spread0.240 · 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.

Study designNot applicable
Domainnot available
GenreOther

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
Published2008
Admission routes2
Has abstractyes

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Same venueToronto Journal of TheologySame topicCanadian Identity and HistoryFrench-language works237,207