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Record W2581640543 · doi:10.18357/jcs.v38i2.15449

Development of Menu Planning Resources for Child Care Centres: A Collaborative Approach

2016· article· en· W2581640543 on OpenAlexaffvenue
Linda Mann, Dana Power, Vanessa MacLellan

Bibliographic record

VenueJournal of Childhood Studies · 2016
Typearticle
Languageen
FieldMedicine
TopicObesity, Physical Activity, Diet
Canadian institutionsMount Saint Vincent University
Fundersnot available
KeywordsSample (material)Resource (disambiguation)PreferenceGovernment (linguistics)PsychologyWorld Wide WebMedical educationComputer scienceMedicine

Abstract

fetched live from OpenAlex

Well-designed menus in child care centres include nutritious meals and snacks necessary for the optimum health, growth, and lifelong healthy eating behaviours of young children. With pending government food and nutrition standards, a need was identified for comprehensive, relevant, user-friendly menu planning resources. Therefore, guided by an action research model, this study identified current menu planning practices, determined the needs and expectations for menu planning resources, and developed menu planning resources that incorporate these standards and other relevant factors. Menu planners from regulated child care centres in Nova Scotia (n=330) were invited to participate by responding to an online survey and/or volunteering as a member of a collaboration group. Survey respondents (n=83) indicated that they wanted their menus to be more interesting, practical, and cost effective. Menu templates, sample menus, and costed recipes were the most requested resources. Two-thirds indicated a preference for webbased resources and about one-third expressed interest in an interactive blog. The collaboration group participants (n=21) met twice and provided valuable input for the development of a menu planning model, menu template, sample menus, recipes, and information sheets. The model unified the menu planning considerations and served as a framework for the Child Care Centre Menu Project website (http://www.msvu.ca/menuproject/). The follow-up evaluation indicated that approximately half of respondents (n=39) had consulted the website and that the sample menus were the most useful resource. The website, blog, and online survey enable ongoing development supported by input from the menu planners. The resources should be transferable, with minor adaptations, to other provincial child care centres, elementary schools, or even licensed senior care facilities.

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)0.000
metaresearch head score (Gemma)0.000
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 score0.607
Threshold uncertainty score0.430

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
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 head0.024
GPT teacher head0.303
Teacher spread0.279 · 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.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
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

Citations5
Published2016
Admission routes2
Has abstractyes

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