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Record W4383225092 · doi:10.1002/berj.3891

Targeting adolescents as agents of change for an entomophageous future

2023· article· en· W4383225092 on OpenAlexfundaboutno aff
Didier Marquis

Bibliographic record

VenueBritish Educational Research Journal · 2023
Typearticle
Languageen
FieldAgricultural and Biological Sciences
TopicInsect Utilization and Effects
Canadian institutionsnot available
FundersMitacs
KeywordsOpenness to experienceConsumption (sociology)PopulationAgricultureSustainable agricultureBusinessPsychologyEcologyBiologySocial scienceSociologySocial psychology

Abstract

fetched live from OpenAlex

Abstract As food supply practices must adapt to the reality of limited natural resources, alternative solutions must be found to meet the dietary needs of a growing world population. Edible insect consumption represents a sustainable substitute to that of conventional meat. Psychological barriers are largely responsible for dictating Westerners’ aversion towards insect eating. As adolescents have been less exposed to socio‐cultural constructs and as their food habits are less entrenched, they might express a greater openness towards edible insect products. This study aims to assess the impact of exposure and familiarisation with edible insects on adolescents' attitudes towards entomophagy. Between February 2018 and January 2020, 662 students aged 15–16 years from a Canadian high school engaged in a pedagogical insect farming project during which they had the chance to learn about insects as a sustainable foodstuff, while being familiarised with insect farming methods. Three different student cohorts took part in this project. The first and second had the opportunity to raise crickets and the third mealworms. Relying on surveys distributed before and after these 3 month projects, time‐based and type‐based analyses regarding students’ initial attitudes towards edible insects and their evolution over the course of these activities were performed. Results showed that the project greatly enhanced their acceptance towards edible insect consumption, suggesting that the speed and impact of peer influence amongst adolescents could be leveraged in promotional efforts to accelerate the adoption of edible insects.

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)0.001
metaresearch head score (Gemma)0.002
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: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.006
Threshold uncertainty score0.019

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0010.001
Scholarly communication0.0020.001
Open science0.0000.001
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0060.001

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 head0.233
GPT teacher head0.419
Teacher spread0.185 · 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
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

Citations15
Published2023
Admission routes2
Has abstractyes

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Same venueBritish Educational Research JournalSame topicInsect Utilization and EffectsFrench-language works237,207