MétaCan
Menu
Back to cohort
Record W4405659549 · doi:10.29173/isotl800

An OT and PT Explore SoTL: The Start of a Transformative Journey in Decolonizing Curriculum in a School of Rehabilitation Science

2024· article· en· W4405659549 on OpenAlexaffvenueabout
Sarah Oosman, Carrie Stavness

Bibliographic record

VenueImagining SoTL · 2024
Typearticle
Languageen
FieldSocial Sciences
TopicLegal Education and Practice Innovations
Canadian institutionsUniversity of Saskatchewan
Fundersnot available
KeywordsTransformative learningCurriculumPedagogyRehabilitationSociologyPsychology

Abstract

fetched live from OpenAlex

Physical therapy (PT) students and graduates in Saskatchewan, Canada, are entering a health system requiring enhanced cultural humility, social justice, self-decolonization, and anti-oppressive practice skills. In this reflective essay, we describe our exploration of the complexities of the Scholarship of Teaching and Learning (SoTL), which provide insight into our current and evolving teaching and learning practices in a Master of Physical Therapy (MPT) academic program. Applying SoTL to our MPT pedagogy provides a rigorous, evidence-informed research approach impacting social-justice learning outcomes among PT learners, but we emphasize that it is more than the outcomes that give SoTL its strength. SoTL is also a process that strengthens relationships, builds a culture of collective leadership grounded in relational accountability and humility, lays the foundation for equitable engagement with students as partners, requires reflection and introspection, and could arguably itself be considered a social justice intervention.

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 machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.005
metaresearch head score (Gemma)0.008
Version: metacan-v3-hybrid-931329e0061cValidation 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 score0.050
Threshold uncertainty score0.099

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0050.008
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.001
Bibliometrics0.0010.001
Science and technology studies0.0190.018
Scholarly communication0.0080.005
Open science0.0020.015
Research integrity0.0030.009
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 head0.043
GPT teacher head0.433
Teacher spread0.390 · 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 source (direct Gemma or distilled Codex), 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

Citations2
Published2024
Admission routes3
Has abstractyes

Explore more

Same venueImagining SoTLSame topicLegal Education and Practice InnovationsFrench-language works237,207