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Record W4409340481 · doi:10.18280/isi.300317

Revitalizing Pastoral Care: Leveraging Stupa Learning Management System in Diocese of Maumere

2025· article· en· W4409340481 on OpenAlexvenueno aff
Gabriel Rolly Davinsi, Harco Leslie Hendric Spit Warnars, Maybin Muyeba

Bibliographic record

VenueIngénierie des systèmes d information · 2025
Typearticle
Languageen
FieldArts and Humanities
TopicContemporary Christian Leadership and Education
Canadian institutionsnot available
Fundersnot available
KeywordsPastoral careManagement systemBusinessMedicineEngineeringOperations managementNursing

Abstract

fetched live from OpenAlex

The Catholic Church of the Diocese of Maumere is developing a learning management system (LMS) for its pastoral training program called the Weekend Pastoral Study, which is also abbreviated in Indonesian as Stupa.The aim of this LMS development is to enhance access and flexibility in pastoral education.Utilizing Design science research methodology (DSRM), the LMS was designed and developed using the Moodle platform along with various technologies such as PHP, MariaDB with MySQLi extension, HTML, CSS, and JavaScript.The performance of the Stupa LMS was evaluated through Black Box Testing based on ISO 25010 standards, focusing on pastoral ministers as the end users.The research findings indicate that this LMS has the potential to enrich spiritual experiences and enhance the effectiveness of learning for pastoral ministers at Diocese of Maumere, helping the Catholic Church address challenges in the digital era.

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)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation 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 score0.390
Threshold uncertainty score0.534

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.002
Open science0.0000.000
Research integrity0.0000.000
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 head0.024
GPT teacher head0.231
Teacher spread0.207 · 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.

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
Published2025
Admission routes1
Has abstractyes

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