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Record W2512025100 · doi:10.5864/d2016-018

The environment in which behaviours are learned: a pilot assessment of high school teaching kitchens as food safety learning environments in Ontario

2016· article· en· W2512025100 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.
fundA Canadian funder is recorded on the work.
venuePublished in a venue whose home country is Canada.
aboutThe title or abstract carries a Canadian signal from the geographic lexicon.

Bibliographic record

VenueEnvironmental Health Review · 2016
Typearticle
Languageen
FieldAgricultural and Biological Sciences
TopicFood Safety and Hygiene
Canadian institutionsConestoga CollegeUniversity of Waterloo
FundersCanadian Institutes of Health ResearchInstitute of Population and Public HealthMinistry of Agriculture, Food and Rural AffairsOntario Ministry of Agriculture, Food and Rural Affairs
KeywordsCurriculumMedical educationFood serviceFood safetyPsychologyService-learningSet (abstract data type)EngineeringService (business)PedagogyMarketingBusinessMedicineComputer science

Abstract

fetched live from OpenAlex

Youth represent a unique audience for consumer food safety education and incorporating such education into existing curricula could facilitate delivery. However, successful delivery may depend, in part, on the facilities in which said training occurs. Since little is known about school teaching kitchen set-ups as related to food safety education, we conducted a pilot assessment of the physical learning environment of four Ontario high school teaching kitchen classrooms. We visited each classroom three times and assessed its characteristics using a modified version of the provincial food premises inspection report. Kitchen layout varied by school, and it was the built classroom characteristic with the greatest potential impact. Several characteristics unique to school teaching kitchens were noted, including whether the classroom teaching area and food preparation area were separated. Despite the variation between classrooms, all had physical characteristics sufficient to meet the minimum requirements for food service premises in Ontario. Nevertheless, this pilot assessment highlights nuanced factors unique to high school teaching kitchen classrooms that may impact the delivery of food safety education and the development of safe food handing behaviours. Findings can support conversations between public health, food safety authorities, and school stakeholders to enhance food safety learning environments in schools.

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)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.437
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.000
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 integrity0.0000.001
Insufficient payload (model declined to judge)0.0010.000

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 head0.035
GPT teacher head0.277
Teacher spread0.242 · 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