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Record W2993258838 · doi:10.22329/csw.v7i1.5774

Spirituality as a guiding construct in the development of Canadian social work

2019· article· en· W2993258838 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.
venuePublished in a venue whose home country is Canada.
aboutThe title or abstract carries a Canadian signal from the geographic lexicon.

Bibliographic record

VenueCritical Social Work · 2019
Typearticle
Languageen
FieldSocial Sciences
TopicSocial Work Education and Practice
Canadian institutionsLaurentian UniversityUniversity of Calgary
Fundersnot available
KeywordsSpiritualityScholarshipSociologySocial workConstruct (python library)Social justiceWork (physics)Social scienceGender studiesPolitical scienceLawMedicine

Abstract

fetched live from OpenAlex

This manuscript is the first to consider the emergence of spirituality as a topic in Canadian social work scholarship and practice. A broad overview is provided of three time periods, beginning with the origins of the profession and ending with present-day considerations. These three periods are ones in which spirituality had/has strong influence in shaping practice, research and pedagogical discourses. First, we emphasize the overwhelming significance of spirituality to the early history of social work, prior to its emergence as a secular, professional discipline taught in university contexts. Second, we examine how spirituality continued to have a place within the writings of several major social work scholars in Canada, up to 1970 at which point spirituality seems to fade from scholarly social work literature. Third, spirituality re-emerged as a Canadian topic for research in the 1990s - at the beginning of the third millennium the spirituality and social work literature has emphasized three major themes: social justice work and community organizing; social work pedagogy; and social work practice. Finally, we briefly consider barriers to, and prospects for, the continued emergence of spiritually infused social work research and practice in Canada.

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.

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)0.003
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies, Insufficient payload (model declined to judge)
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 score0.776
Threshold uncertainty score0.998

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0030.003
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.005
Science and technology studies0.0040.001
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0050.001

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 head0.103
GPT teacher head0.406
Teacher spread0.303 · 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