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Record W2096208455 · doi:10.1177/0017896910383557

The devil is in the details

2010· article· en· W2096208455 on OpenAlexaffabout
Doug Gleddie

Bibliographic record

VenueHealth Education Journal · 2010
Typearticle
Languageen
FieldHealth Professions
TopicSchool Health and Nursing Education
Canadian institutionsMacEwan University
Fundersnot available
KeywordsFocus groupGeneral partnershipPublic relationsJurisdictionBattleMedical educationPolitical scienceMedicineBusinessGeographyMarketing

Abstract

fetched live from OpenAlex

Objective: Guidelines from a variety of jurisdictions for the health-promoting schools (HPS) approach include healthy school policy as a critical element. Research also supports the importance of policy; however, there seems to be a lack of information on how to develop and implement policy. The article examines the processes involved in one school division’s development and implementation of healthy school policy. Design: The study emerged from the Battle River Project, a multilevel partnership designed to explore the efficacy of implementing HPS at a school division level. The project intervention involved support for schools, a division-level steering committee, and a framework for implementation. Setting: The Battle River School Division is located in Alberta, Canada, and serves both rural and urban school communities. The study involved 21 of the 36 schools in the division and was initiated by the Ever Active Schools programme. Method: Development and implementation of policy and procedure were examined using case study methodology. Data gathered included interviews, focus groups, documents and observation. Results: Four primary themes were revealed through data analysis. Perceptions and misconceptions; bottom–up/top–down; flexible rigidity; and the way we do business. Conclusion: The process of developing and implementing healthy school policy can be streamlined by planning for clear communication, involving all stakeholders, and by embedding health into the structures of a school jurisdiction.

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)0.020
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Commentary · Consensus signal: none
Teacher disagreement score0.281
Threshold uncertainty score0.939

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0050.020
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0010.001
Science and technology studies0.0050.003
Scholarly communication0.0060.005
Open science0.0030.006
Research integrity0.0050.007
Insufficient payload (model declined to judge)0.2810.180

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 head0.090
GPT teacher head0.533
Teacher spread0.443 · 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 designNot applicable
Domainnot available
GenreCommentary

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

Citations8
Published2010
Admission routes2
Has abstractyes

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