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Record W2023053262 · doi:10.3138/tjt.18.2.245

Portraits of Parish Life: Canadian Fiction as a Resource for Historical and Pastoral Studies

2002· article· en· W2023053262 on OpenAlexvenueaboutno aff
Sandra Beardsall

Bibliographic record

VenueToronto Journal of Theology · 2002
Typearticle
Languageen
FieldSocial Sciences
TopicCanadian Identity and History
Canadian institutionsnot available
Fundersnot available
KeywordsNarrativePoetryPortraitSociologyCriticismResource (disambiguation)ChristianityLiterary criticismLiteratureHistoryAestheticsArtArt historyArchaeology

Abstract

fetched live from OpenAlex

The purpose of this study, then, is to promote the use of fictional narrative in pastoral and church history classrooms by offering a sample method for such studies, followed by a brief "tour" of some Canadian fictional congregations. I also hope to encourage further dialogue of the type that occurs at the "Christianity and Literature Study Group," which meets annually at the Congress of Humanities and Social Sciences, bringing theologians and literature scholars together to examine fiction and poetry. The pastoral lens can offer fiction readers yet another angle from which to view their narratives, just as the tools of literary criticism can inform the historical and pastoral enterprise.

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)0.002
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: none
Teacher disagreement score0.063
Threshold uncertainty score0.460

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.002
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0040.006
Science and technology studies0.0240.010
Scholarly communication0.0050.001
Open science0.0010.002
Research integrity0.0010.002
Insufficient payload (model declined to judge)0.0110.001

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 head0.032
GPT teacher head0.272
Teacher spread0.239 · 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

Citations0
Published2002
Admission routes2
Has abstractyes

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