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Record W4293212072 · doi:10.56105/cjsae.v34i1.5613

Tracing the Threads

2022· article· en· W4293212072 on OpenAlexvenueno aff
Michael J. MacKenzie

Bibliographic record

VenueCanadian Journal for the Study of Adult Education · 2022
Typearticle
Languageen
FieldSocial Sciences
TopicAdult and Continuing Education Topics
Canadian institutionsnot available
Fundersnot available
KeywordsTransformative learningSpiritualityCognitive dissonanceScholarshipEpistemologyTerminologySpiritualitiesFaithSociologyPsychologyTheismMonismSocial psychologyPedagogyPolitical sciencePhilosophy

Abstract

fetched live from OpenAlex

While spirituality has emerged as a topic of interest in adult education, much of the current scholarship considers spirituality as distinct from religion. This literature review questions those conclusions, including the use of theistic terminology to describe a concept (spirituality) that many posit is non-theistic. Spirituality is also considered in terms of transformative learning theory and spiritually centred transformation, specifically as a type of non-cognitive transformation. In this way, spirituality is placed alongside other types of affective or emotionally based ways of knowing, learning, and transforming. Finally, experiences of religious doubt—defined as dissonance or uncertainty in one’s religious and faith beliefs—are identified as potential catalysts that launch the transformative learning process. The review concludes by identifying the need for more research into the intersections of religious doubt and transformative learning in terms of what this research might tell us about the nature of both doubt and transformation.

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)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.266
Threshold uncertainty score0.996

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0060.000
Scholarly communication0.0000.000
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 head0.025
GPT teacher head0.332
Teacher spread0.307 · 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 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
Published2022
Admission routes1
Has abstractyes

Explore more

Same venueCanadian Journal for the Study of Adult EducationSame topicAdult and Continuing Education TopicsFrench-language works237,207