MétaCan
Menu
Back to cohort
Record W7161250900 · doi:10.46362/quaerens.v7i2.137

SHEPHERDING AS A MANIFESTATION OF GOD’S GRACE

2025· article· W7161250900 on OpenAlexaff
Gerbin Tamba, Janes Sinaga, Juita Lusiana Sinambela

Bibliographic record

VenueQUAERENS Journal of Theology and Christianity Studies · 2025
Typearticle
Language
FieldSocial Sciences
TopicTheological Perspectives and Practices
Canadian institutionsUniversity of Prince Edward Island
Fundersnot available
KeywordsFoundation (evidence)MandateCompetence (human resources)Christian ministrySituatedWarrantHumanityGrounded theory

Abstract

fetched live from OpenAlex

Shepherding constitutes a central dimension of church life; however, it is frequently reduced to administrative and functional roles in contemporary practice. This study critically examines shepherding as a manifestation of God’s grace through a theological–exegetical analysis of John 21:15–17. Employing a qualitative approach, this research integrates biblical exegesis with a lexical analysis of key Greek terms, particularly ἀγαπάω, φιλέω, and ποιμαίνω, to explore the theological foundation of pastoral ministry. The findings demonstrate that shepherding is not grounded in human competence or institutional authority but in a relationship of love initiated and sustained by divine grace. The pastoral mandate given to Peter reflects a grace-centered dynamic in which love becomes the essential basis for responsibility. Furthermore, shepherding is understood as a continuous and holistic vocation encompassing nurturing, guiding, protecting, and teaching the congregation. This study contributes to pastoral theology by offering an exegetically grounded and theologically integrated framework that interprets shepherding as a manifestation of God’s grace. It also provides a conceptual foundation for contemporary pastoral ministry to embody Christ-centered leadership rooted in relational love and divine initiative.

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)0.003
metaresearch head score (Gemma)0.006
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: Theoretical or conceptual
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.202
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0030.006
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.000
Science and technology studies0.0010.003
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.001
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 head0.043
GPT teacher head0.406
Teacher spread0.363 · 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 designTheoretical or conceptual
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 routes1
Has abstractyes

Explore more

Same venueQUAERENS Journal of Theology and Christianity StudiesSame topicTheological Perspectives and PracticesFrench-language works237,207