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Record W4210262460 · doi:10.14307/jfcs113.4.23

COVID- 19 and Changes in Household Food Practices

2021· article· en· W4210262460 on OpenAlexaffabout
Jacinthe Cloutier, Marie-Claude Roy, Amanda L. Roy

Bibliographic record

VenueJournal of Family & Consumer Sciences · 2021
Typearticle
Languageen
FieldEconomics, Econometrics and Finance
TopicCOVID-19 Pandemic Impacts
Canadian institutionsUniversité Laval
Fundersnot available
KeywordsPandemicResidenceCoronavirus disease 2019 (COVID-19)Environmental healthFood preparationSample (material)2019-20 coronavirus outbreakGeographySocioeconomicsFood processingDemographyMedicineSociologyFood scienceBiology

Abstract

fetched live from OpenAlex

The purpose of this article is to identify several food practices that households reported having modified during the COVID-19 pandemic. Data were collected from a sample of 1,143 adults (males 48.6%) from the province of Quebec, Canada, in May 2020. Respondents completed an online survey containing questions on their food practices. Results indicate that most food practices underwent significant changes because of the pandemic. Changes in food practices differed according to gender, age, and region of residence. The paper contributes to new knowledge on the effects of the pandemic on certain food practices. Practices, when maintained over time, help develop habits. It is therefore relevant to identify the practices whose change is favorable to the development of better food habits.

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)0.003
metaresearch head score (Gemma)0.006
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.391
Threshold uncertainty score0.661

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0030.006
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0000.000
Scholarly communication0.0000.001
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 head0.278
GPT teacher head0.344
Teacher spread0.065 · 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

Citations0
Published2021
Admission routes2
Has abstractyes

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