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Record W4408991885 · doi:10.18290/rped25171.4

Pontifical Faculty of Educational Sciences “Auxilium”: We Cultivate the Talent for Education

2025· article· en· W4408991885 on OpenAlexaff
Piera Silva Ruffinatto

Bibliographic record

VenueRoczniki Pedagogiczne · 2025
Typearticle
Languageen
FieldSocial Sciences
TopicReligious, Philosophical, and Educational Studies
Canadian institutionsPontifical Institute of Mediaeval Studies
Fundersnot available
KeywordsSociologyPedagogyEngineering ethicsMedical educationMathematics educationPsychologyEngineeringMedicine

Abstract

fetched live from OpenAlex

The Pontifical Faculty of Educational Sciences “Auxilium” is dedicated to fostering a holistic educational approach that integrates individual growth with academic disciplines to address global challenges. As the only pontifical institution for women, it prioritizes the female perspective, drawing on the pedagogical humanism of St. John Bosco and interdisciplinary research to shape individuals’ careers. The Faculty seeks to cultivate relationships of mutual enrichment and peaceful conflict resolution while promoting women as agents of change for the humanization of life. Rooted in Christian anthropology, its pedagogy empowers individuals to take an active role in their personal histories, emphasizing harmonious relationships with oneself, others, and the world. The Faculty aligns its educational methods with the Bologna Process to facilitate students’ effective integration into society. It promotes lifelong learning by considering both historical and contemporary educational contexts, aiming to create a transformative learning experience. Through dialogue and outreach, the Faculty engages in interreligious dialogue and academic development. Its commitment to quality extends beyond academia, embracing continuous improvement and social evangelization. Through initiatives such as summer camps, it nurtures young minds, embodying its dedication to education and evangelization while fostering a culture of life through ongoing personal and professional development.

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)0.001
metaresearch head score (Gemma)0.001
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: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.660
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0020.001
Scholarly communication0.0000.000
Open science0.0010.000
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 head0.117
GPT teacher head0.467
Teacher spread0.351 · 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".

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Citations0
Published2025
Admission routes1
Has abstractyes

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