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Reflecting and Informing Health and Wellness: The Development of a Comprehensive School Health Course in a Bachelor of Education Program

2018· article· en· W2920350819 on OpenAlex
Shelly Russell‐Mayhew, Alana Ireland, Kerri Murray, Angela S. Alberga, Sarah Nutter, Tina Gabriele, Gavin Peat, Dianne Gereluk

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.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueJournal of educational thought. · 2018
Typearticle
Languageen
FieldHealth Professions
TopicSchool Health and Nursing Education
Canadian institutionsnot available
Fundersnot available
KeywordsBachelorChampionOutreachMedical educationPedagogyPsychologyHigher educationMedicinePolitical science

Abstract

fetched live from OpenAlex

We present a case study articulating a process by which the University of Calgary created a health and wellness course for the Bachelor of Education (BEd) program. This course will now be a mandatory degree requirement for all students in both the elementary and secondary specializations. We focus on the essential conditions in the university environment that occurred over eight years and enabled the course preparation, such as leadership from a health champion, student involvement, support from administrators and faculty-wide awareness building, innovative teaching practices, information access and evidence/research, allocation of resources and written policy, and campus relations, an interdisciplinary team, and community outreach. Within the comprehensive school health framework, there are four distinct but related components, including social and physical environment, teaching and learning, healthy school policy, and partnerships and services. Through the case study, we illustrate how the development of this CSH course in a BEd program both reflected and informed the wellness culture of our educational institution.

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)0.002
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.611
Threshold uncertainty score0.979

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0010.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.001
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 head0.110
GPT teacher head0.534
Teacher spread0.424 · 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